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Gao Y, Sang J, Liang H, Ji Y, Liu M. The efficiency of adjusting nutrient solution renewal frequency on physicochemical properties and microbial community of cucumber exudates under closed cultivation tank. PLoS One 2024; 19:e0298910. [PMID: 39150950 PMCID: PMC11329137 DOI: 10.1371/journal.pone.0298910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 01/31/2024] [Indexed: 08/18/2024] Open
Abstract
The closed nutrient solution management method allows for the recycling and utilization of nutrient solutions, improving the efficiency of water and fertilizer utilization. This study was conducted to investigate the effects of changing the frequency of nutrient solution renewal and method of nutrient supply on the microbial communities composition, yield, and quality in closed soilless systems by using high-throughput sequencing technology and combining the physicochemical properties of root exudate solution. The results showed that different nutrient solution management modes had a significant impact on the structure and diversity of root exudate solution microbial communities. The abundance and diversity of microorganisms in inorganic perlites were correlative with EC. The abundance and diversity of bacterial communities in the root exudate solution of open liquid supply (CK) were higher than that of closed liquid supply, while the abundance and diversity of fungal communities in the root exudate solution of closed liquid supply (T1, T2, T3) were higher than that of open liquid supply. As the frequency of nutrient solution interval decreased, the accumulation of salt in root exudate solution and the richness and diversity of the fungal community also decreased, especially increasing the K+, Ca2+, and Mg2+ contents, which were positively correlated with potential beneficial Candidatus_Xiphinematobacter, Arachidicoccus, Cellvibrio, Mucilaginibacter, Taibaiella communities and decreasing the content of soluble protein, Vitamin C content, but not significantly increased cucumber yield.
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Affiliation(s)
- Yaqing Gao
- Vegetable Institute of Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Jiajun Sang
- Vegetable Institute of Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Hao Liang
- Vegetable Institute of Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- North China Key Laboratory of Urban Agriculture, Ministry of Agriculture, Beijing, China
| | - Yanhai Ji
- Vegetable Institute of Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- North China Key Laboratory of Urban Agriculture, Ministry of Agriculture, Beijing, China
| | - Mingchi Liu
- Vegetable Institute of Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- North China Key Laboratory of Urban Agriculture, Ministry of Agriculture, Beijing, China
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Dai M, Tan X, Chen X, Cai K, Zhong Y, Ye Z, Kong D. Green control for inhibiting Rhizopus oryzae growth by stress factors in forage grass factory. Front Microbiol 2024; 15:1437799. [PMID: 39161598 PMCID: PMC11330821 DOI: 10.3389/fmicb.2024.1437799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 07/22/2024] [Indexed: 08/21/2024] Open
Abstract
The forage grass factory could break through the restrictions of land resources, region and climate to achieve efficient production throughout the year by accurate and intelligent management. However, due to its closed environment, mold outbreaks in the forage grass factory were severe, significantly affecting barley production. In this study, 9 contaminated barley tissues were collected and 45 strains were isolated in forage grass factory. After ITS sequencing, 45 strains were all identified as Rhizopus oryzae. Through stress factor assays, R. oryzae growth was seriously hindered by low concentration of sodium nitrate, high pH value and ozone water treatment. High pH and ozone water affected growth mainly by altering membrane integrity of R. oryzae. Sodium nitrate inhibited the growth of R. oryzae mainly by affecting the amount of sporulation. Low concentration of sodium nitrate and ozone water did not affect the growth of barley. High concentrations of sodium nitrate (100 mM) and pH values (8-8.5) inhibited barley growth. Among them, ozone water had the most obvious inhibition effect on R. oryzae. Large-scale ozone water treatment in the forage grass factory had also played a role in restoring barley production. Taken together, the green techonology to control mold disease and maintain the safety of forage through different physicochemical methods was selected, which was of considerable application value in animal husbandry.
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Affiliation(s)
- Mengdi Dai
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Xiangfeng Tan
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Xuting Chen
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Kangfeng Cai
- Key Laboratory of Digital Dry Land Crops of Zhejiang Province, Hangzhou, China
| | - Yuanxiang Zhong
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Ziran Ye
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
- Key Laboratory of Digital Dry Land Crops of Zhejiang Province, Hangzhou, China
| | - Dedong Kong
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
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3
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Doukaki A, Papadopoulou OS, Tzavara C, Mantzara AM, Michopoulou K, Tassou C, Skandamis P, Nychas GJ, Chorianopoulos N. Monitoring the Bioprotective Potential of Lactiplantibacillus pentosus Culture on Pathogen Survival and the Shelf-Life of Fresh Ready-to-Eat Salads Stored under Modified Atmosphere Packaging. Pathogens 2024; 13:557. [PMID: 39057784 PMCID: PMC11280402 DOI: 10.3390/pathogens13070557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/01/2024] [Accepted: 07/01/2024] [Indexed: 07/28/2024] Open
Abstract
Globally, fresh vegetables or minimally processed salads have been implicated in several foodborne disease outbreaks. This work studied the effect of Lactiplantibacillus pentosus FMCC-B281 cells (F) and its supernatant (S) on spoilage and on the fate of Listeria monocytogenes and Escherichia coli O157:H7 on fresh-cut ready-to-eat (RTE) salads during storage. Also, Fourier transform infrared (FTIR) and multispectral imaging (MSI) analysis were used as rapid and non-destructive techniques to estimate the microbiological status of the samples. Fresh romaine lettuce, rocket cabbage, and white cabbage were used in the present study and were inoculated with L. pentosus and the two pathogens. The strains were grown at 37 °C for 24 h in MRS and BHI broths, respectively, and then were centrifuged to collect the supernatant and the pellet (cells). Cells (F, ~5 log CFU/g), the supernatant (S), and a control (C, broth) were used to spray the leaves of each fresh vegetable that had been previously contaminated (sprayed) with the pathogen (3 log CFU/g). Subsequently, the salads were packed under modified atmosphere packaging (10%CO2/10%O2/80%N2) and stored at 4 and 10 °C until spoilage. During storage, microbiological counts and pH were monitored in parallel with FTIR and MSI analyses. The results showed that during storage, the population of the pathogens increased for lettuce and rocket independent of the treatment. For cabbage, pathogen populations remained stable throughout storage. Regarding the spoilage microbiota, the Pseudomonas population was lower in the F samples, while no differences in the populations of Enterobacteriaceae and yeasts/molds were observed for the C, F, and S samples stored at 4 °C. According to sensory evaluation, the shelf-life was shorter for the control samples in contrast to the S and F samples, where their shelf-life was elongated by 1-2 days. Initial pH values were ca. 6.0 for the three leafy vegetables. An increase in the pH of ca. 0.5 values was recorded until the end of storage at both temperatures for all cases of leafy vegetables. FTIR and MSI analyses did not satisfactorily lead to the estimation of the microbiological quality of salads. In conclusion, the applied bioprotective strain (L. pentosus) can elongate the shelf-life of the RTE salads without an effect on pathogen growth.
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Affiliation(s)
- Angeliki Doukaki
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
| | - Olga S. Papadopoulou
- Institute of Technology of Agricultural Products, Hellenic Agricultural Organization–DIMITRA, S. Venizelou 1, Lycovrissi, 14123 Athens, Greece; (O.S.P.); (C.T.)
| | - Chrysavgi Tzavara
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
| | - Aikaterini-Malevi Mantzara
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
| | - Konstantina Michopoulou
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
| | - Chrysoula Tassou
- Institute of Technology of Agricultural Products, Hellenic Agricultural Organization–DIMITRA, S. Venizelou 1, Lycovrissi, 14123 Athens, Greece; (O.S.P.); (C.T.)
| | - Panagiotis Skandamis
- Laboratory of Food Quality Control and Hygiene, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece;
| | - George-John Nychas
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
| | - Nikos Chorianopoulos
- Laboratory of Microbiology and Biotechnology of Foods, Department of Food Science and Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (A.D.); (C.T.); (A.-M.M.); (K.M.); (G.-J.N.)
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4
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Topalcengiz Z, Chandran S, Gibson KE. A comprehensive examination of microbial hazards and risks during indoor soilless leafy green production. Int J Food Microbiol 2024; 411:110546. [PMID: 38157635 DOI: 10.1016/j.ijfoodmicro.2023.110546] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 10/26/2023] [Accepted: 12/16/2023] [Indexed: 01/03/2024]
Abstract
Produce grown under controlled environment agriculture (CEA) is often assumed to have a reduced risk of pathogen contamination due to the low chance of exposure to outdoor contaminant factors. However, the 2021 outbreak and numerous recalls of CEA-grown lettuce and microgreens demonstrate the possibility of pathogen introduction during indoor production when there is a failure in the implementation of food safety management systems. Indoor production of commercial leafy greens, such as lettuce and microgreens, is performed across a range of protective structures from primitive household setups to advanced and partially automatized growing systems. Indoor production systems include hydroponic, aquaponic, and aeroponic configurations. Hydroponic systems such as deep water culture and nutrient film technique comprised of various engineering designs represent the main system types used by growers. Depending on the type of leafy green, the soilless substrate, and system selection, risk of microbial contamination will vary during indoor production. In this literature review, science-based pathogen contamination risks and mitigation strategies for indoor production of microgreens and more mature leafy greens are discussed during both pre-harvest and post-harvest stages of production.
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Affiliation(s)
- Zeynal Topalcengiz
- Department of Food Science, Center for Food Safety, University of Arkansas System Division of Agriculture, Fayetteville, AR 72704, USA; Department of Food Engineering, Faculty of Engineering and Architecture, Muş Alparslan University, 49250 Muş, Türkiye
| | - Sahaana Chandran
- Department of Food Science, Center for Food Safety, University of Arkansas System Division of Agriculture, Fayetteville, AR 72704, USA
| | - Kristen E Gibson
- Department of Food Science, Center for Food Safety, University of Arkansas System Division of Agriculture, Fayetteville, AR 72704, USA.
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5
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Perez SL, Ferro RB, Corrêa B, Casarin R, Corrêa TQ, Blanco KC, Bagnato VS. Enhanced vegetable production in hydroponic systems using decontamination of closed circulating fluid. Sci Rep 2024; 14:602. [PMID: 38182697 PMCID: PMC10770333 DOI: 10.1038/s41598-023-50974-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 12/28/2023] [Indexed: 01/07/2024] Open
Abstract
While plant microorganisms can promote plants by producing natural antibiotics, they can also be vectors for disease transmission. Contamination from plant management practices and the surrounding environment can adversely affect plants, leading to infections and hindered growth due to microbial competition for nutrients. The recirculation of nutrient-rich fluids can facilitate the transport of microorganisms between vegetables in the hydroponic production system. This issue can be addressed through the application of the decontamination method in the hydroponic liquid. Ultraviolet light (UV-C) has been employed for microbiology, and its effects on lettuce were evaluated in this study. This study aims to assess the effectiveness of a decontamination system using UV-C in hydroponic solutions during nutrient recirculation in hydroponics. We evaluated the time required for lettuce plants to reach their maximum height, as well as their pigment content, phenolic compounds, antioxidant capacity, and micro and macronutrient levels. The evaluation was conducted under two photoperiods (18 and 20 hours) in lettuce samples exposed to UV-C in the hydroponic fluid, with control groups not exposed to UV-C. The application of the UV-C decontamination system in hydroponic circulation water containing nutrients accelerated plant growth while maintaining nutritional values equal to or higher than those in the control groups without such a system. The results of microorganism control highlight the potential application of this technique for enhancing and expediting vegetable production. This approach reduces production time and enhances nutrient absorption and the content of certain compounds and minerals.
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Affiliation(s)
- Shirly Lara Perez
- Universidade Federal de São Carlos, São Carlos, Brazil.
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil.
- IFSC/USP Avenida Trabalhador, São-Carlense, 400, São Carlos, SP, CEP 13566-590, Brazil.
| | - Rafael Basilio Ferro
- Universidade Federal de São Carlos, São Carlos, Brazil
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
| | - Bruna Corrêa
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
| | - Rene Casarin
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
| | - Thaila Quatrini Corrêa
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
| | - Kate Cristina Blanco
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
| | - Vanderlei Salvador Bagnato
- Universidade Federal de São Carlos, São Carlos, Brazil
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos, 13566-970, Brazil
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, USA
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6
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Koutsoumanis K, Ordóñez AA, Bolton D, Bover‐Cid S, Chemaly M, De Cesare A, Herman L, Hilbert F, Lindqvist R, Nauta M, Nonno R, Peixe L, Ru G, Simmons M, Skandamis P, Suffredini E, Banach J, Ottoson J, Zhou B, da Silva Felício MT, Jacxsens L, Martins JL, Messens W, Allende A. Microbiological hazards associated with the use of water in the post-harvest handling and processing operations of fresh and frozen fruits, vegetables and herbs (ffFVHs). Part 1 (outbreak data analysis, literature review and stakeholder questionnaire). EFSA J 2023; 21:e08332. [PMID: 37928944 PMCID: PMC10623241 DOI: 10.2903/j.efsa.2023.8332] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2023] Open
Abstract
The contamination of water used in post-harvest handling and processing operations of fresh and frozen fruit, vegetables and herbs (ffFVHs) is a global concern. The most relevant microbial hazards associated with this water are: Listeria monocytogenes, Salmonella spp., human pathogenic Escherichia coli and enteric viruses, which have been linked to multiple outbreaks associated with ffFVHs in the European Union (EU). Contamination (i.e. the accumulation of microbiological hazards) of the process water during post-harvest handling and processing operations is affected by several factors including: the type and contamination of the FVHs being processed, duration of the operation and transfer of microorganisms from the product to the water and vice versa, etc. For food business operators (FBOp), it is important to maintain the microbiological quality of the process water to assure the safety of ffFVHs. Good manufacturing practices (GMP) and good hygienic practices (GHP) related to a water management plan and the implementation of a water management system are critical to maintain the microbiological quality of the process water. Identified hygienic practices include technical maintenance of infrastructure, training of staff and cooling of post-harvest process water. Intervention strategies (e.g. use of water disinfection treatments and water replenishment) have been suggested to maintain the microbiological quality of process water. Chlorine-based disinfectants and peroxyacetic acid have been reported as common water disinfection treatments. However, given current practices in the EU, evidence of their efficacy under industrial conditions is only available for chlorine-based disinfectants. The use of water disinfection treatments must be undertaken following an appropriate water management strategy including validation, operational monitoring and verification. During operational monitoring, real-time information on process parameters related to the process and product, as well as the water and water disinfection treatment(s) are necessary. More specific guidance for FBOp on the validation, operational monitoring and verification is needed.
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McClure M, Whitney B, Gardenhire I, Crosby A, Wellman A, Patel K, McCormic ZD, Gieraltowski L, Gollarza L, Low MSF, Adams J, Pightling A, Bell RL, Nolte K, Tijerina M, Frost JT, Beix JA, Boegler KA, Dow J, Altman S, Wise ME, Bazaco MC, Viazis S. An Outbreak Investigation of Salmonella Typhimurium Illnesses in the United States Linked to Packaged Leafy Greens Produced at a Controlled Environment Agriculture Indoor Hydroponic Operation - 2021. J Food Prot 2023; 86:100079. [PMID: 37003534 PMCID: PMC10493856 DOI: 10.1016/j.jfp.2023.100079] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/23/2023] [Accepted: 03/16/2023] [Indexed: 04/03/2023]
Abstract
In 2021, the U.S. Food and Drug Administration (FDA), the Centers for Disease Control and Prevention (CDC), and state partners investigated a multistate outbreak of Salmonella Typhimurium illnesses linked to packaged leafy greens from a controlled environment agriculture (CEA) operation in Illinois. Thirty-one illnesses and four hospitalizations were reported in four states, with a significant epidemiologic signal for packaged leafy greens from Farm A. A traceback investigation for leafy greens included seven points of service (POS) with food exposure data from eight ill people. Each POS was supplied leafy greens by Farm A. FDA investigators observed operations at Farm A and noted that 1) the firm did not consider their indoor hydroponic pond water as agricultural water, 2) condensate dripping from the chiller water supply line inside the building, and 3) unprotected outdoor storage of packaged soilless growth media and pallets used for finished product. FDA collected 25 product, water, and environmental samples from Farm A. The outbreak strain was recovered from a water sample collected from a stormwater drainage basin located on the property adjacent to Farm A. In addition, an isolate of Salmonella Liverpool was recovered from two indoor growing ponds within the same growing house, but no illnesses were linked to the isolate. Farm A voluntarily recalled all implicated products and provided their root cause analysis (RCA) and return-to-market plan to FDA. While the source and route of the contamination were not determined by the RCA, epidemiologic and traceback evidence confirmed the packaged salads consumed by ill persons were produced by Farm A. This was the first investigation of a multistate foodborne illness outbreak associated with leafy greens grown in a CEA operation. This outbreak demonstrated the need for growers using hydroponic methods to review their practices for potential sources and routes of contamination and to reduce food safety risks when identified.
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Affiliation(s)
- Monica McClure
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States.
| | - Brooke Whitney
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Ifueko Gardenhire
- Office of Regulatory Affairs, Food and Drug Administration, Silver Spring, MD 20993, United States
| | - Alvin Crosby
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Allison Wellman
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Kane Patel
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Zachary D McCormic
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Laura Gieraltowski
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Lauren Gollarza
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Mabel S F Low
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Jennifer Adams
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Arthur Pightling
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Rebecca L Bell
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Kurt Nolte
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Mary Tijerina
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Joseph T Frost
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - James A Beix
- Wisconsin Department of Agriculture, Trade and Consumer Protection, Madison, WI 53708, United States
| | - Karen A Boegler
- Wisconsin Department of Health Services, Madison, WI 53708, United States
| | - Julie Dow
- Illinois Department of Public Health, Springfield, IL 62761, United States
| | - Shana Altman
- Illinois Department of Public Health, Springfield, IL 62761, United States
| | - Matthew E Wise
- Centers for Disease Control and Prevention, Atlanta, GA 30329, United States
| | - Michael C Bazaco
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
| | - Stelios Viazis
- Center for Food Safety and Applied Nutrition, Food and Drug Administration, College Park, MD 20740, United States
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Mohammad ZH, Prado ID, Sirsat SA. Comparative microbial analyses of hydroponic versus in-soil grown Romaine lettuce obtained at retail. Heliyon 2022; 8:e11050. [PMID: 36281368 PMCID: PMC9587268 DOI: 10.1016/j.heliyon.2022.e11050] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/11/2022] [Accepted: 10/07/2022] [Indexed: 11/06/2022] Open
Abstract
The overarching goal of this study was to assess the microbiological profile of hydroponically grown Romaine lettuce and in-soil Romaine lettuce (organic and conventional). Thirty-six samples of hydroponic lettuce, seventy-two samples organic lettuce (thirty-six bagged lettuce and thirty-six non-bagged lettuce), and thirty-six conventionally grown lettuce was purchased from retail stores. A portion of each sample was analyzed for aerobic bacteria (APC), coliforms and E. coli, and yeasts and molds (YM). Another portion of each sample was enriched for Salmonella, E. coli O157:H7, Listeria monocytogenes, and Staphylococcus aureus, and confirmed with RT-PCR. No statistical differences were found in the microbial profile (P > 0.05) between the different farming practices. The APC, coliforms, E. coli, and YM counts were similar across bagged samples. The results demonstrated that APC and E. coli were significantly higher (P<0.05) in organic non-bagged samples compared to other practices. Salmonella and L. monocytogenes were detected in some organically and conventionally grown lettuce samples but were only detected in 3 hydroponically grown lettuce samples. This study indicated that hydroponically grown lettuce obtained at retail may have food safety risks similar to organic and conventional systems. These findings highlight the need for food safety training and educational programs.
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9
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Dong M, Feng H. Microbial Community Analysis and Food Safety Practice Survey-Based Hazard Identification and Risk Assessment for Controlled Environment Hydroponic/Aquaponic Farming Systems. Front Microbiol 2022; 13:879260. [PMID: 35663856 PMCID: PMC9161294 DOI: 10.3389/fmicb.2022.879260] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 04/21/2022] [Indexed: 11/26/2022] Open
Abstract
Hydroponic and aquaponic farming is becoming increasingly popular as a solution to address global food security. Plants in hydroponic systems are grown hydroponically under controlled environments and are considered to have fewer food safety concerns than traditional field farming. However, hydroponics and aquaponics might have very different sources of microbial food safety risks that remain under-examined. In this study, we investigated the microbiomes, microbial hazards, and potential bacterial transmission routes inside two commercial hydroponic and aquaponic farming systems using 16S-ITS-23S rRNA sequencing and a hydroponic food safety practice survey. The hydroponic farming system microbiome was analyzed from the fresh produce, nutrient solution, tools, and farmworkers. Proteobacteria, Actinobacteria, Cyanobacteria, Bacteroidetes, and Firmicutes were the main components of hydroponic/aquaponic farming systems, with Pseudomonas being the most abundant genus in fresh produce samples. We further identified the presence of multiple spoilage bacteria and potential human, plant, and fish pathogens at the subspecies level. Spoilage Pseudomonas spp. and spoilage Clostridium spp. were abundant in the hydroponic microgreen farm and aquaponic lettuce farm, respectively. Moreover, we demonstrated the mapping of Escherichia coli 16s-ITS-23s rRNA sequence reads (∼2,500 bp) to small or large subunit rRNA databases and whole-genome databases to confirm pathogenicity and showed the potential of using 16s-ITS-23s rRNA sequencing for pathogen identification. With the SourceTracker and overlapping amplicon sequence variants, we predicted the bidirectional transmission route between plants and the surrounding environment and constructed the bacteria transmission map, which can be implemented in future food safety risk control plans.
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Affiliation(s)
| | - Hao Feng
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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10
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Xylia P, Chrysargyris A, Botsaris G, Skandamis P, Tzortzakis N. Salmonella Enteritidis survival in different temperatures and nutrient solution pH levels in hydroponically grown lettuce. Food Microbiol 2022; 102:103898. [PMID: 34809930 DOI: 10.1016/j.fm.2021.103898] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 08/23/2021] [Accepted: 09/08/2021] [Indexed: 11/04/2022]
Abstract
Due to climate change, with contaminated and less fertile soils, and intense weather phenomena, a turn towards hydroponic vegetable production has been made. Hydroponic cultivation of vegetables is considered to be a clean, safe and environmentally friendly growing technique; however, incidence of microbial contamination i.e. foodborne pathogens, might occur, endangering human health. The aim of this study was to investigate the effects of different plant growth stages, pH (values 5, 6, 7, 8) and bacterial inoculum levels (3 and 6 log cfu/mL) on hydroponically cultivated lettuce spiked with Salmonella Enteritidis. The results revealed that the pH and inoculum levels affected the internalization and survival of the pathogen in the hydroponic environment and plant tissue. Younger plants were found to be more susceptible to pathogen internalization compared to older ones. Under the current growing conditions (hydroponics, pH and inoculum levels), no leaf internalization was observed at all lettuce growth stages, despite the bacterium presence in the hydroponic solution. Noticeably, bacteria load at the nutrient solution was lower in low pH levels. These results showed that bacterium presence initiates plant response as indicated by the increased phenols, antioxidants and damage index markers (H2O2, MDA) in order for the plant to resist contamination by the invader. Nutrient solution management can result in Taylor-made recipes for plant growth and possible controlling the survival and growth of S. Enteritidis by pH levels.
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Affiliation(s)
- Panayiota Xylia
- Department of Agricultural Sciences, Biotechnology and Food Science, Cyprus University of Technology, Limassol, Cyprus
| | - Antonios Chrysargyris
- Department of Agricultural Sciences, Biotechnology and Food Science, Cyprus University of Technology, Limassol, Cyprus
| | - George Botsaris
- Department of Agricultural Sciences, Biotechnology and Food Science, Cyprus University of Technology, Limassol, Cyprus
| | - Panagiotis Skandamis
- Faculty of Food Science & Technology, Agricultural University of Athens, Athens, Greece
| | - Nikolaos Tzortzakis
- Department of Agricultural Sciences, Biotechnology and Food Science, Cyprus University of Technology, Limassol, Cyprus.
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11
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Pitakbut T, Spiteller M, Kayser O. Genome Mining and Gene Expression Reveal Maytansine Biosynthetic Genes from Endophytic Communities Living inside Gymnosporia heterophylla (Eckl. and Zeyh.) Loes. and the Relationship with the Plant Biosynthetic Gene, Friedelin Synthase. PLANTS (BASEL, SWITZERLAND) 2022; 11:321. [PMID: 35161302 PMCID: PMC8840412 DOI: 10.3390/plants11030321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/09/2022] [Accepted: 01/22/2022] [Indexed: 06/14/2023]
Abstract
Even though maytansine was first discovered from Celastraceae plants, it was later proven to be an endophytic bacterial metabolite. However, a pure bacterial culture cannot synthesize maytansine. Therefore, an exclusive interaction between plant and endophytes is required for maytansine production. Unfortunately, our understanding of plant-endophyte interaction is minimal, and critical questions remain. For example: how do endophytes synthesize maytansine inside their plant host, and what is the impact of maytansine production in plant secondary metabolites? Our study aimed to address these questions. We selected Gymnosporia heterophylla as our model and used amino-hydroxybenzoic acid (AHBA) synthase and halogenase genes as biomarkers, as these two genes respond to biosynthesize maytansine. As a result, we found a consortium of seven endophytes involved in maytansine production in G. heterophylla, based on genome mining and gene expression experiments. Subsequently, we evaluated the friedelin synthase (FRS) gene's expression level in response to biosynthesized 20-hydroxymaytenin in the plant. We found that the FRS expression level was elevated and linked with the expression of the maytansine biosynthetic genes. Thus, we achieved our goals and provided new evidence on endophyte-endophyte and plant-endophyte interactions, focusing on maytansine production and its impact on plant metabolite biosynthesis in G. heterophylla.
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Affiliation(s)
- Thanet Pitakbut
- Technical Biochemistry, Department of Biochemical and Chemical Engineering, TU Dortmund University, 44227 Dortmund, Germany;
| | - Michael Spiteller
- Department of Chemistry and Chemical Biology, Institute of Environmental Research (INFU), TU Dortmund University, 44227 Dortmund, Germany;
| | - Oliver Kayser
- Technical Biochemistry, Department of Biochemical and Chemical Engineering, TU Dortmund University, 44227 Dortmund, Germany;
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12
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do Prado NB, de Abreu CB, Pinho CS, Junior MMDN, Silva MD, Espino M, Silva MF, Dias FDS. Application of multivariate analysis to assess stress by Cd, Pb and Al in basil (Ocimum basilicum L.) using caffeic acid, rosmarinic acid, total phenolics, total flavonoids and total dry mass in response. Food Chem 2022; 367:130682. [PMID: 34364147 DOI: 10.1016/j.foodchem.2021.130682] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 06/23/2021] [Accepted: 07/20/2021] [Indexed: 11/29/2022]
Abstract
Basil is an edible, aromatic plant, which makes the study of the ecotoxicity of metals in plant metabolism relevant. Given the above, the objective of this study was to evaluate the effects of metals, aluminum, lead, and cadmium, in the synthesis of phenolic compounds and in the dry mass of basil plants (O. basilicum L.) grown in a hydroponic system. The plants were subjected to four different concentrations of cadmium (0.2, 0.6, 1.2, and 1.8 mmol L-1), lead and aluminum (0.04, 0.08, 0.12, and 0.16 mmol L-1), and compared with the control. After desiccation of the plant material, the total dry mass was obtained and then, hydroethanolic extracts (43% distilled water and 57% ethanol) were made for biochemical analyzes, which consisted of the determination of caffeic acid (CA) and rosmarinic acid (RA) by high performance liquid chromatography analysis with a diode detector (HPLC-DAD); total phenolics (TP) and total flavonoids (TF) by spectrophotometry. The data were submitted to analysis of variance and multivariate analysis (principal component analysis-PCA and hierarchical cluster analysis-HCA) was applied for data association. The phenolic compounds showed a high positive correlation with each other, and the total dry mass showed low and negative correlations with the analyzed variables. The results showed that the metals aluminum, lead, and cadmium promoted a stress condition in basil plants, which resulted in the reduction of the dry matter mass and an increase in the synthesis of phenolic compounds, according to the type and concentration of the metal.
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Affiliation(s)
- Nadjama B do Prado
- Universidade Federal do Recôncavo da Bahia. Centro de Ciências Agrárias, Ambientais e Biológicas, Campus Universitário de Cruz das Almas, 44380-000 Cruz das Almas, Bahia, Brazil
| | - Claudia B de Abreu
- Universidade Federal do Recôncavo da Bahia. Centro de Ciências Agrárias, Ambientais e Biológicas, Campus Universitário de Cruz das Almas, 44380-000 Cruz das Almas, Bahia, Brazil
| | - Cyndi S Pinho
- Universidade Federal do Recôncavo da Bahia. Centro de Ciências Agrárias, Ambientais e Biológicas, Campus Universitário de Cruz das Almas, 44380-000 Cruz das Almas, Bahia, Brazil
| | - Manoel M de N Junior
- Universidade Federal do Recôncavo da Bahia. Centro de Ciências Agrárias, Ambientais e Biológicas, Campus Universitário de Cruz das Almas, 44380-000 Cruz das Almas, Bahia, Brazil
| | - Mariana D Silva
- Universidade Federal do Recôncavo da Bahia. Centro de Ciências Agrárias, Ambientais e Biológicas, Campus Universitário de Cruz das Almas, 44380-000 Cruz das Almas, Bahia, Brazil
| | - Magdalena Espino
- Instituto de Biología Agrícola de Mendoza (IBAM-CONICET), Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina Instituto de Biología Agrícola de Mendoza (IBAM-CONICET), Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Maria F Silva
- Instituto de Biología Agrícola de Mendoza (IBAM-CONICET), Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina Instituto de Biología Agrícola de Mendoza (IBAM-CONICET), Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Fabio de S Dias
- Universidade Federal da Bahia Instituto de Ciências Tecnologia e Inovação, Campus Universitário de Camaçari, 42809-000 Camaçari, Bahia, Brazil.
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Expiration Date of Ready-to-Eat Salads: Effects on Microbial Load and Biochemical Attributes. Foods 2021; 10:foods10050941. [PMID: 33923060 PMCID: PMC8145991 DOI: 10.3390/foods10050941] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/14/2021] [Accepted: 04/23/2021] [Indexed: 11/16/2022] Open
Abstract
When minimally processed vegetables reach their expiration date, expose an increased microbial load. This includes mainly spoilage microorganisms but also foodborne pathogens, thus affecting the quality and safety of highly consumed ready-to-eat salads. A total of 144 ready-to-eat salads from the Cypriot market were analyzed in an attempt to determine the effects of the expiration date on the microbial load and plant metabolic variables of the salads. Possible correlations between them were also investigated for the first time. Furthermore, the impacts of the season (winter, summer), salad producing companies and type of salad and/or their interactions with the tested parameters were investigated. Results revealed that the microbial load (mainly spoilage microorganisms, such as Pseudomonas spp., yeasts and molds) increased towards the end of the shelf life. The microbial load was differentiated among the five salad producers and/or the salad types, highlighting the importance of a common and safe sanitation-processing chain in the preparation of ready-to-eat salads. Summer was the season in which Escherichia coli counts were found to be higher for plain lettuce, while Staphylococcus spp. was increased numbers for the lettuce+endive/radicchio, lettuce+rocket and lettuce+chives type of salads. Additionally, an increased Staphylococcus spp. was observed for plain rocket salads in winter. All samples examined were found negative for Salmonella enterica and Listeria monocytogenes. Moreover, carbon dioxide production and damage indexes (hydrogen peroxide and lipid peroxidation) increased on expiration date on both winter and summer seasons, indicating plant tissue stress at the end of shelf life. These findings indicate that the expiration date and relevant shelf life of processed vegetables are important parameters to be considered when postharvest management is applied to these products, ensuring safety and quality.
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Dankwa AS, Machado RM, Perry JJ. Sanitizer efficacy in reducing microbial load on commercially grown hydroponic lettuce. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2021; 101:1403-1410. [PMID: 32833277 DOI: 10.1002/jsfa.10753] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 06/18/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Most hydroponic lettuce growers harvest and package their marketable-size lettuces with an intact root ball. With a high microbial load on the peat moss substrate, there is a risk of microbial transfer onto the edible portion during packaging and throughout the product's shelf life. Since the produce is believed to have no contact with the substrate, no sanitizer wash is performed before packaging and storage. RESULTS Aerobic plate count (APC) results suggested that reduction in count was influenced by both sanitizer application and storage time. Peroxyacetic acid significantly reduced APC count on leaves, roots, and substrate, with a 1.8 log CFU g-1 initial reduction on the leaf. Fungi and APC levels increased with storage time, with the greatest APC increase in the roots. Leaves had the lowest coliform bacteria (CB), with chlorine slightly reducing CB count. Unlike APC, CB levels decreased during storage on the substrate and root samples. No Listeria positive was confirmed by agglutination test. Further evaluation of different commercial substrates reveals that Com4, a drier-compacted plug, had the least ability to support growth/survival of all microbial populations enumerated relative to the spongy, wet black plugs. CONCLUSION The ability of peat moss substrates to host microorganisms is influenced by the physical properties of the product. Sanitizer wash efficacy is dependent on the initial microbial load and the length of storage. Chlorine and peroxyacetic acid are effective in reducing microbial populations on the leaves of hydroponically grown lettuce without affecting visual quality during shelf life. © 2020 Society of Chemical Industry.
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Affiliation(s)
- Adwoa S Dankwa
- School of Food and Agriculture, University of Maine, Orono, ME, USA
| | - Robson M Machado
- School of Food and Agriculture, University of Maine, Orono, ME, USA
- Cooperative Extension, University of Maine, Orono, ME, USA
| | - Jennifer J Perry
- School of Food and Agriculture, University of Maine, Orono, ME, USA
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Lenzi A, Marvasi M, Baldi A. Agronomic practices to limit pre- and post-harvest contamination and proliferation of human pathogenic Enterobacteriaceae in vegetable produce. Food Control 2021. [DOI: 10.1016/j.foodcont.2020.107486] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Lam KL, Kong WP, Ling PY, Lau TH, Ho KH, Lee FWF, Chan PL. Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A Comparative Survey. Foods 2020; 9:foods9091327. [PMID: 32967196 PMCID: PMC7554963 DOI: 10.3390/foods9091327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 09/12/2020] [Accepted: 09/18/2020] [Indexed: 12/04/2022] Open
Abstract
Hydroponic produce is gaining popularity due to its suitability for urban agriculture. The general public also considers that hydroponic produce is free from microbiological contamination. In this study, we compared the frequency and abundance of tetracycline-resistant and sulphadiazine-resistant bacteria and the minimal inhibitory concentration (MIC) of these isolates in conventional, organic, and hydroponic lettuce sold in retail. We also determined the frequency of samples carrying tetB, tetX, sul1, sul2, and int1 genes by PCR and further quantified the copy number of tetX, sul1, and int1 genes in samples positive for these genes using qPCR. As expected, the number of resistant bacteria and the MICs of these isolates were lowest in hydroponic lettuce and highest in organic lettuce. All tested resistant genes, except int1, were detected in samples of all three production methods, but no significant difference was observed between the three groups in the frequency of samples carrying the resistance genes examined or in their copy number. To the best of our knowledge, it is the first study directly reporting the existence of antibiotic-resistant bacteria and resistance genes in hydroponic vegetables sold in retail. The result highlights that the risk of antibiotic-resistant bacteria contamination in hydroponic produce should be further investigated.
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