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Chou K, Liu J, Lu X, Hsiao HI. Quantitative microbial spoilage risk assessment of Aspergillus niger in white bread reveal that retail storage temperature and mold contamination during factory cooling are the main factors to influence spoilage. Food Microbiol 2024; 119:104443. [PMID: 38225048 DOI: 10.1016/j.fm.2023.104443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 01/17/2024]
Abstract
The present study developed a model for effectively assessing the risk of spoilage caused by Aspergillus niger to identify key control measures employed in bakery supply chains. A white bread supply chain comprising a processing plant and two retail stores in Taiwan was selected in this study. Time-temperature profiles were collected at each processing step in summer and winter. Visual mycelium diameter predictions were validated using a time-lapse camera. Six what-if scenarios were proposed. The mean risk of A. niger contamination per package sold by retailer A was 0.052 in summer and 0.036 in winter, and that for retailer B was 0.037 in summer and 0.022 in winter. Sensitivity analysis revealed that retail storage time, retail temperature, and mold prevalence during factory cooling were the main influencing factors. The what-if scenarios revealed that reducing the retail environmental temperature by 1 °C in summer (from 23.97 °C to 22.97 °C) and winter (from 23.28 °C to 22.28 °C) resulted in a reduction in spoilage risk of 47.0% and 34.7%, respectively. These results indicate that food companies should establish a quantitative microbial risk assessment model that uses real data to evaluate microbial spoilage in food products that can support decision-making processes.
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Affiliation(s)
- Kelvin Chou
- Department of Food Science, National Taiwan Ocean University, Taiwan
| | - Jinxin Liu
- Department of Food Science and Agricultural Chemistry, McGill University, Canada
| | - Xiaonan Lu
- Department of Food Science and Agricultural Chemistry, McGill University, Canada
| | - Hsin-I Hsiao
- Department of Food Science, National Taiwan Ocean University, Taiwan.
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2
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Ramos Guerrero FG, Signorini M, Garre A, Sant'Ana AS, Ramos Gorbeña JC, Silva Jaimes MI. Quantitative microbial spoilage risk assessment caused by fungi in sports drinks through multilevel modelling. Food Microbiol 2023; 116:104368. [PMID: 37689415 DOI: 10.1016/j.fm.2023.104368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/14/2023] [Accepted: 08/22/2023] [Indexed: 09/11/2023]
Abstract
The risk of fungal spoilage of sports drinks produced in the beverage industry was assessed using quantitative microbial spoilage risk assessment (QMSRA). The most relevant pathway was the contamination of the bottles during packaging by mould spores in the air. Mould spores' concentration was estimated by longitudinal sampling for 6 years (936 samples) in different production areas and seasons. This data was analysed using a multilevel model that separates the natural variability in spore concentration (as a function of sampling year, season, and area) and the uncertainty of the sampling method. Then, the expected fungal contamination per bottle was estimated by Monte Carlo simulation, considering their settling velocity and the time and exposure area. The product's shelf life was estimated through the inoculation of bottles with mould spores, following the determination of the probability of visual spoilage as a function of storage time at 20 and 30 °C using logistic regression. The Monte Carlo model estimated low expected spore contamination in the product (1.7 × 10-6 CFU/bottle). Nonetheless, the risk of spoilage is still relevant due to the large production volume and because, as observed experimentally, even a single spore has a high spoilage potential. The applicability of the QMSRA during daily production was made possible through the simplification of the model under the hypothesis that no bottle will be contaminated by more than one spore. This simplification allows the calculation of a two-dimensional performance objective that combines the spore concentration in the air and the exposure time, defining "acceptable combinations" according to an acceptable level of spoilage (ALOS; the proportion of spoiled bottles). The implementation of the model at the operational level was done through the representation of the simplified model as a two-dimensional diagram that defines acceptable and unacceptable areas. The innovative methodology employed here for defining and simplifying QMSRA models can be a blueprint for future studies aiming to quantify the risk of spoilage of other beverages with a similar scope.
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Affiliation(s)
- Félix G Ramos Guerrero
- Research Group in Microbiology, Food Safety and Food Protection, Instituto de Control y Certificación de la Calidad e Inocuidad Alimentaria (ICCCIA), Universidad Ricardo Palma, Avenida Benavides 5440, Urbanización Las Gardenias, Lima 33, Peru; Centro Latinoamericano de Enseñanza e Investigación de Bacteriología Alimentaria (CLEIBA), Facultad de Farmacia y Bioquímica, Universidad Nacional Mayor de San Marcos, Jirón Puno 1002, Lima 1, Peru.
| | - Marcelo Signorini
- Departamento de Salud Pública, Facultad de Ciencias Veterinarias, Universidad Nacional del Litoral, R.P. Kreder 2805 (3080), Esperanza, Santa Fe, Argentina
| | - Alberto Garre
- Departamento de Ingeniería Agronómica, Instituto de Biotecnología Vegetal, Universidad Politécnica de Cartagena (ETSIA), Paseo Alfonso XIII, 48, 30203, Cartagena, Spain
| | - Anderson S Sant'Ana
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Juan C Ramos Gorbeña
- Research Group in Microbiology, Food Safety and Food Protection, Instituto de Control y Certificación de la Calidad e Inocuidad Alimentaria (ICCCIA), Universidad Ricardo Palma, Avenida Benavides 5440, Urbanización Las Gardenias, Lima 33, Peru
| | - Marcial I Silva Jaimes
- Research Group in Microbiology, Food Safety and Food Protection, Instituto de Control y Certificación de la Calidad e Inocuidad Alimentaria (ICCCIA), Universidad Ricardo Palma, Avenida Benavides 5440, Urbanización Las Gardenias, Lima 33, Peru; Departamento de Ingeniería de Alimentos y Productos Agropecuarios, Facultad de Industrias Alimentarias, Universidad Nacional Agraria La Molina, Avenida La Molina s/n, Lima 12, Peru
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Kim JH, Chan KL, Hart-Cooper WM, Palumbo JD, Orts WJ. High-efficiency fungal pathogen intervention for seed protection: new utility of long-chain alkyl gallates as heat-sensitizing agents. FRONTIERS IN FUNGAL BIOLOGY 2023; 4:1172893. [PMID: 37746121 PMCID: PMC10512402 DOI: 10.3389/ffunb.2023.1172893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 07/13/2023] [Indexed: 09/26/2023]
Abstract
Control of food-contaminating fungi, especially pathogens that produce mycotoxins, is problematic since effective method for intervening fungal infection on food crops is often limited. Generally Regarded As Safe (GRAS) chemicals, such as natural compounds or their structural derivatives, can be developed as antimicrobial agents for sustainable food/crop production. This study identified that long-chain alkyl gallates, i.e., octyl-, nonyl-, and decyl gallates (OG (octyl 3,4,5-trihydroxybenzoic acid), NG, DG), can function as heat-sensitizing agents that effectively prevent fungal contamination. Out of twenty-eight candidate compounds and six conventional antifungal agents examined, the heat-sensitizing capacity was unique to the long-chain alkyl gallates, where OG exhibited the highest activity, followed by DG and NG. Since OG is a GRAS compound classified by the United States Food and Drug Administration (FDA), further in vitro antifungal studies were performed using OG. When OG and mild heat (57.5°C) were co-administered for 90 seconds, the treatment achieved > 99.999% fungal death (> 5 log reduction). Application of either treatment alone was significantly less effective at reducing fungal survival. Of note, co-application of OG (3 mM) and mild heat (50°C) for 20 minutes completely prevented the survival of aflatoxigenic Aspergillus flavus contaminating crop seeds (Brassica rapa Pekinensis), while seed germination rate was unaffected. Heat-sensitization was also determined in selected bacterial strains (Escherichia coli, Agrobacterium tumefaciens). Altogether, OG is an effective heat-sensitizing agent for control of microbial pathogens. OG-mediated heat sensitization will improve the efficacy of antimicrobial practices, achieving safe, rapid, and cost-effective pathogen control in agriculture/food industry settings.
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Affiliation(s)
- Jong H. Kim
- Foodborne Toxin Detection and Prevention Research Unit, Western Regional Research Center, Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Albany, CA, United States
| | - Kathleen L. Chan
- Foodborne Toxin Detection and Prevention Research Unit, Western Regional Research Center, Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Albany, CA, United States
| | - William M. Hart-Cooper
- Bioproducts Research Unit, Western Regional Research Center, Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Albany, CA, United States
| | - Jeffrey D. Palumbo
- Foodborne Toxin Detection and Prevention Research Unit, Western Regional Research Center, Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Albany, CA, United States
| | - William J. Orts
- Bioproducts Research Unit, Western Regional Research Center, Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Albany, CA, United States
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Karanth S, Feng S, Patra D, Pradhan AK. Linking microbial contamination to food spoilage and food waste: the role of smart packaging, spoilage risk assessments, and date labeling. Front Microbiol 2023; 14:1198124. [PMID: 37426008 PMCID: PMC10325786 DOI: 10.3389/fmicb.2023.1198124] [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: 03/31/2023] [Accepted: 05/22/2023] [Indexed: 07/11/2023] Open
Abstract
Ensuring a safe and adequate food supply is a cornerstone of human health and food security. However, a significant portion of the food produced for human consumption is wasted annually on a global scale. Reducing harvest and postharvest food waste, waste during food processing, as well as food waste at the consumer level, have been key objectives of improving and maintaining sustainability. These issues can range from damage during processing, handling, and transport, to the use of inappropriate or outdated systems, and storage and packaging-related issues. Microbial growth and (cross)contamination during harvest, processing, and packaging, which causes spoilage and safety issues in both fresh and packaged foods, is an overarching issue contributing to food waste. Microbial causes of food spoilage are typically bacterial or fungal in nature and can impact fresh, processed, and packaged foods. Moreover, spoilage can be influenced by the intrinsic factors of the food (water activity, pH), initial load of the microorganism and its interaction with the surrounding microflora, and external factors such as temperature abuse and food acidity, among others. Considering this multifaceted nature of the food system and the factors driving microbial spoilage, there is an immediate need for the use of novel approaches to predict and potentially prevent the occurrence of such spoilage to minimize food waste at the harvest, post-harvest, processing, and consumer levels. Quantitative microbial spoilage risk assessment (QMSRA) is a predictive framework that analyzes information on microbial behavior under the various conditions encountered within the food ecosystem, while employing a probabilistic approach to account for uncertainty and variability. Widespread adoption of the QMSRA approach could help in predicting and preventing the occurrence of spoilage along the food chain. Alternatively, the use of advanced packaging technologies would serve as a direct prevention strategy, potentially minimizing (cross)contamination and assuring the safe handling of foods, in order to reduce food waste at the post-harvest and retail stages. Finally, increasing transparency and consumer knowledge regarding food date labels, which typically are indicators of food quality rather than food safety, could also contribute to reduced food waste at the consumer level. The objective of this review is to highlight the impact of microbial spoilage and (cross)contamination events on food loss and waste. The review also discusses some novel methods to mitigate food spoilage and food loss and waste, and ensure the quality and safety of our food supply.
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Affiliation(s)
- Shraddha Karanth
- Department of Nutrition and Food Science, University of Maryland, College Park, MD, United States
| | - Shuyi Feng
- Department of Nutrition and Food Science, University of Maryland, College Park, MD, United States
| | - Debasmita Patra
- University of Maryland Extension, College of Agriculture and Natural Resources, College Park, MD, United States
| | - Abani K. Pradhan
- Department of Nutrition and Food Science, University of Maryland, College Park, MD, United States
- Center for Food Safety and Security Systems, University of Maryland, College Park, MD, United States
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Misiou O, Koutsoumanis K, Membré JM. Quantitative microbial spoilage risk assessment of plant-based milk alternatives by Geobacillus stearothermophilus in Europe. Food Res Int 2023; 166:112638. [PMID: 36914335 DOI: 10.1016/j.foodres.2023.112638] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/17/2023] [Accepted: 02/21/2023] [Indexed: 03/06/2023]
Abstract
Geobacillus stearothermophilus is one of the predominant spoilers of UHT-treated food products, due to its extremely heat-resistant spores. However, the surviving spores should be exposed to temperature higher than their minimum growth temperature for a certain time to germinate and grow to spoilage levels. Considering the projected temperature increase due to climate change, the events of non-sterility during distribution and transportation are expected to escalate. Hence, the aim of this study was to build a quantitative microbial spoilage risk assessment (QMRSA) model to quantify the risk of spoilage of plant-based milk alternatives within Europe. The model consists of four main steps: 1. Initial contamination of raw materials 2. Heat inactivation of spores during UHT treatment 3. Partitioning 4. Germination and outgrowth of spores during distribution and storage. The risk of spoilage was defined as the probability of G. stearothermophilus to reach its maximum concentration (Nmax = 107.5 CFU/mL) at the time of consumption. The assessment was performed for North (Poland) and South (Greece) Europe, and the risk of spoilage was estimated for the current climatic conditions and a climate change scenario. Based on the results, the risk of spoilage was negligible for the North European region, while the risk of spoilage in South Europe was 6.2 × 10-3 95% CI (2.3 × 10-3;1.1 × 10-2) under the current climatic conditions. The risk of spoilage was increased for both tested countries under climate change scenario; from zero to 1.0 × 10-4 in North Europe, risk multiplied 2 or 3 in South Europe depending on air conditioning implementation at consumer's place. Therefore, the heat treatment intensity and the use of insulated trucks during distribution were investigated as mitigation strategies and led to significant reduction of the risk. Overall, the QMRSA model developed in this study can support risk management decisions of these products by quantify the potential risk under current climatic conditions and climate change scenarios.
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Affiliation(s)
- Ourania Misiou
- Department of Food Science and Technology, Faculty of Agriculture, Aristotle University of Thessaloniki 54124 Thessaloniki, Greece
| | - Konstantinos Koutsoumanis
- Department of Food Science and Technology, Faculty of Agriculture, Aristotle University of Thessaloniki 54124 Thessaloniki, Greece
| | - Jeanne-Marie Membré
- Oniris, INRAE, Secalim, Site de la Chantrerie, CS 40706, 44307 Nantes Cédex 3, France.
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Soil-Borne Neosartorya spp.: A Heat-Resistant Fungal Threat to Horticulture and Food Production-An Important Component of the Root-Associated Microbial Community. Int J Mol Sci 2023; 24:ijms24021543. [PMID: 36675060 PMCID: PMC9867472 DOI: 10.3390/ijms24021543] [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: 12/20/2022] [Revised: 01/10/2023] [Accepted: 01/11/2023] [Indexed: 01/15/2023] Open
Abstract
Soil-borne Neosartorya spp. are the highly resilient sexual reproductive stage (teleomorph) of Aspergillus spp. Fungi of this genus are relevant components of root-associated microbial community, but they can also excrete mycotoxins and exhibit great resistance to high temperatures. Their ascospores easily transfer between soil and crops; thus, Neosartorya poses a danger to horticulture and food production, especially to the postharvest quality of fruits and vegetables. The spores are known to cause spoilage, mainly in raw fruit produce, juices, and pulps, despite undergoing pasteurization. However, these fungi can also participate in carbon transformation and sequestration, as well as plant protection in drought conditions. Many species have been identified and included in the genus, and yet some of them create taxonomical controversy due to their high similarity. This also contributes to Neosartorya spp. being easily mistaken for its anamorph, resulting in uncertain data within many studies. The review discusses also the factors shaping Neosartorya spp.'s resistance to temperature, preservatives, chemicals, and natural plant extracts, as well as presenting novel solutions to problems created by its resilient nature.
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Bhatkar NS, Shirkole SS, Brennan C, Thorat BN. Pre‐processed
fruits as raw materials: part
II
—process conditions, demand and safety aspects. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Nikita S. Bhatkar
- Department of Food Engineering and Technology Institute of Chemical Technology Mumbai ICT‐IOC Campus Bhubaneswar 751013 India
| | - Shivanand S. Shirkole
- Department of Food Engineering and Technology Institute of Chemical Technology Mumbai ICT‐IOC Campus Bhubaneswar 751013 India
| | - Charles Brennan
- School of Science STEM College, RMIT University Melbourne Australia
| | - Bhaskar N. Thorat
- Department of Chemical Engineering Institute of Chemical Technology Mumbai ICT‐IOC Campus Bhubaneswar 751013 India
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Garre A, den Besten HM, Fernandez PS, Zwietering MH. Not just variability and uncertainty; the relevance of chance for the survival of microbial cells to stress. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.10.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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9
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Rinaldi M, Langialonga P, Dhenge R, Aldini A, Chiavaro E. Quality traits of apple puree treated with conventional, ohmic heating and high-pressure processing. Eur Food Res Technol 2021. [DOI: 10.1007/s00217-021-03738-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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