Simulation modelling and risk assessment as tools to identify the impact of climate change on microbiological food safety – The case study of fresh produce supply chain

The current quality assurance and control tools and methods to prevent and/or to control microbiological risks associated with fresh produce are challenged due to the following pressures upon the food supply chain, i.e. changing consumption patterns, globalization and climate change. It demonstrates the need for scientific research and development of new and/or improved tools, techniques and practices to adapt the current risk management systems. In this paper, a conceptual research approach is presented to analyse the complexity of the climate change and globalization challenge on the fresh produce supply chain taken as a case study. The factors which affect the vulnerability of the fresh produce chain demand a multidisciplinary research approach. The proposed knowledge-based modelling system is believed to be a most appropriate way to identify problems and to offer solutions to monitor and prevent microbiological food safety risks during all phases of food production and supply. To explore the potential impact of climate change and globalization, baseline information can be obtained by surveillance and performance measurement of implemented food safety management systems. Simulation of climate change scenarios and the logistic chain of fresh produce, along with mathematical models to optimize packaging technology to maintain quality and safety of fresh produce are tools to provide insights in the complex dynamic ecosystem. They are the basis for elaboration of risk assessment studies to scientifically support management options and decisions to new microbiological threats related to globalization and climate change in the fresh produce supply chain. This research concept as such will contribute to develop strategies in order to guarantee the (microbiological) food safety of fresh produce on the long term.

[1]  Dong Sun Lee,et al.  Using pinholes as tools to attain optimum modified atmospheres in packages of fresh produce , 1998 .

[2]  C. Little,et al.  Prepared salads and public health , 2008, Journal of applied microbiology.

[3]  J. Holt,et al.  A time series analysis of the relationship of ambient temperature and common bacterial enteric infections in two Canadian provinces , 2006, International journal of biometeorology.

[4]  J. M. Reilly,et al.  Temperature increase of 21st century mitigation scenarios , 2008, Proceedings of the National Academy of Sciences.

[5]  Eric G. Evers,et al.  Challenges of quantitative microbial risk assessment at EU level. , 2008 .

[6]  R A Goldbohm,et al.  A review of mechanisms underlying anticarcinogenicity by brassica vegetables. , 1997, Chemico-biological interactions.

[7]  D. Morse,et al.  Isolation of full-length RNA templates for reverse transcription from tissues rich in RNase and proteoglycans. , 1993, Analytical biochemistry.

[8]  C. Corvalan,et al.  Climate Change and Human Health , 1996, Science.

[9]  Mieke Uyttendaele,et al.  Systematic assessment of core assurance activities in a company specific food safety management system , 2009 .

[10]  Pieternel A. Luning,et al.  Comprehensive analysis and differentiated assessment of food safety control systems: a diagnostic instrument , 2008 .

[11]  L. Robertson,et al.  Isolation of Cyclospora oocysts from fruits and vegetables using lectin-coated paramagnetic beads. , 2000, Journal of food protection.

[12]  S. Schneider,et al.  Climate Change 2007 Synthesis report , 2008 .

[13]  L. Jacxsens,et al.  Relation between microbiological quality, metabolite production and sensory quality of equilibrium modified atmosphere packaged fresh-cut produce. , 2003, International journal of food microbiology.

[14]  N. Techavises,et al.  Development of a mathematical model for simulating gas and water vapor exchanges in modified atmosphere packaging with macroscopic perforations , 2008 .

[15]  R. Mandrell,et al.  Association of Escherichia coli O157:H7 with preharvest leaf lettuce upon exposure to contaminated irrigation water. , 2002, Journal of food protection.

[16]  D. O'beirne,et al.  Effects of process severity on survival and growth of Escherichia coli and Listeria innocua on minimally processed vegetables , 2005 .

[17]  W. Verbeke,et al.  Consumer perception and choice of minimally processed vegetables and packaged fruits , 2004 .

[18]  G. Kleter,et al.  Climate change and food safety: an emerging issue with special focus on Europe. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[19]  Lee-Ann Jaykus,et al.  A field study of the microbiological quality of fresh produce of domestic and Mexican origin. , 2006, International journal of food microbiology.

[20]  L. Baert,et al.  Evaluation of viral extraction methods on a broad range of Ready-To-Eat foods with conventional and real-time RT-PCR for Norovirus GII detection. , 2008, International journal of food microbiology.

[21]  T. D. Mitchell,et al.  Ecosystem Service Supply and Vulnerability to Global Change in Europe , 2005, Science.

[22]  R. Leemans,et al.  A Multidisciplinary multi-scale framework for assessing vulnerability to global change , 2004 .

[23]  Sharad C. Phatak,et al.  Survival of Escherichia coli O157:H7 in soil and on carrots and onions grown in fields treated with contaminated manure composts or irrigation water , 2005 .

[24]  C. M. Tucker,et al.  Immunoassays (ELISA) for Rapid, Quantitative Analysis in the Food-Processing Industry , 1996 .

[25]  J. Palutikof,et al.  Climate change 2007 : impacts, adaptation and vulnerability , 2001 .

[26]  Pieternel A. Luning,et al.  Food Quality Management: Technological and Managerial Principles and Practices , 2009 .

[27]  D. Stuart The illusion of control: industrialized agriculture, nature, and food safety , 2008 .

[28]  M. Hänninen,et al.  Survival of Campylobacter jejuni on various fresh produce. , 2004, International journal of food microbiology.

[29]  Gillian Hall,et al.  Does Ambient Temperature Affect Foodborne Disease? , 2004, Epidemiology.

[30]  Stephen F. Smith,et al.  Modeling the Dynamics of Supply Chains , 1994 .

[31]  Stanley Brul,et al.  Future challenges to microbial food safety. , 2010, International journal of food microbiology.

[32]  E. Smid,et al.  Growth of psychrotrophic foodborne pathogens in a solid surface model system under the influence of carbon dioxide and oxygen , 1995 .

[33]  L. Robertson,et al.  Isolation and enumeration of Giardia cysts, cryptosporidium oocysts, and Ascaris eggs from fruits and vegetables. , 2000, Journal of food protection.

[34]  L. Tijskens Discovering the Future: Modelling Quality Matters , 2004 .

[35]  M. Brandl,et al.  Fitness of human enteric pathogens on plants and implications for food safety. , 2006, Annual review of phytopathology.

[36]  Detlef P. van Vuuren,et al.  Near-linear cost increase to reduce climate-change risk , 2008, Proceedings of the National Academy of Sciences.

[37]  Donald R Paul,et al.  Modeling of modified atmosphere packaging based on designs with a membrane and perforations , 2002 .

[38]  F Devlieghere,et al.  A Microbial Assessment Scheme to measure microbial performance of Food Safety Management Systems. , 2009, International journal of food microbiology.

[39]  P. Jones,et al.  Representing Twentieth-Century Space–Time Climate Variability. Part I: Development of a 1961–90 Mean Monthly Terrestrial Climatology , 1999 .

[40]  S. Hajat,et al.  Climate variability and campylobacter infection: an international study , 2005, International journal of biometeorology.

[41]  Nebojsa Nakicenovic,et al.  Developing and applying scenarios , 2001 .

[42]  Charanjit Kaur,et al.  Antioxidants in fruits and vegetables – the millennium’s health , 2001 .

[43]  D. O'beirne,et al.  The microbiological safety of minimally processed vegetables , 1999 .

[44]  S. Bronzwaer Harmonised monitoring of antimicrobial resistance in Salmonella and Campylobacter isolates from food animals in the European Union. , 2008, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[45]  Jean-Pascal van Ypersele de Strihou,et al.  Towards New Scenarios for Analysis of Emissions, Climate Change, Impacts, and Response Strategies , 2008 .

[46]  Mnv,et al.  The IMAGE 2.2 implementation of the SRES scenarios; A comprehensive analysis of emissions, climate change and impacts in the 21st century , 2001 .

[47]  Anna M Lammerding Modeling and risk assessment for Salmonella in meat and poultry. , 2006, Journal of AOAC International.

[48]  D. Dokken,et al.  Climate change 2001 , 2001 .

[49]  H. Smith,et al.  Development of a Method for Detection of Giardia duodenalis Cysts on Lettuce and for Simultaneous Analysis of Salad Products for the Presence of Giardia Cysts and Cryptosporidium Oocysts , 2007, Applied and Environmental Microbiology.

[50]  Frank Stagnitti,et al.  Quantitative Microbial Risk Assessment Models for Consumption of Raw Vegetables Irrigated with Reclaimed Water , 2006, Applied and Environmental Microbiology.

[51]  F. Devlieghere,et al.  Role of microbiological and physiological spoilage mechanisms during storage of minimally processed vegetables , 2007 .

[52]  G. Sánchez,et al.  Procedure for Rapid Concentration and Detection of Enteric Viruses from Berries and Vegetables , 2006, Applied and Environmental Microbiology.

[53]  L. Robertson,et al.  Occurrence of parasites on fruits and vegetables in Norway. , 2001, Journal of food protection.

[54]  J. German,et al.  Phytochemicals: nutraceuticals and human health , 2000 .

[55]  George Q. Huang,et al.  The impacts of sharing production information on supply chain dynamics: A review of the literature , 2003 .

[56]  N. Verlander,et al.  Rainfall and outbreaks of drinking water related disease and in England and Wales. , 2009, Journal of water and health.

[57]  Adriano G. Cruz,et al.  Quality assurance requirements in produce processing , 2006 .

[58]  Angappa Gunasekaran,et al.  Supply chain management: Theory and applications , 2004, Eur. J. Oper. Res..

[59]  S. Isobe,et al.  Prediction of pathogen growth on iceberg lettuce under real temperature history during distribution from farm to table. , 2005, International journal of food microbiology.

[60]  Frank Ewert,et al.  Vulnerability and adaptation of European farmers: a multi-level analysis of yield and income responses to climate variability , 2009 .

[61]  H. Vainio,et al.  Allium vegetables and organosulfur compounds: do they help prevent cancer? , 2001, Environmental health perspectives.

[62]  P K Surendran,et al.  Evaluation of culture, ELISA and PCR assays for the detection of Salmonella in seafood , 2007, Letters in applied microbiology.

[63]  Frank Devlieghere,et al.  Quality management systems in the food industry , 2005 .

[64]  L. Robertson,et al.  Factors affecting recovery efficiency in isolation of Cryptosporidium oocysts and Giardia cysts from vegetables for standard method development. , 2001, Journal of food protection.

[65]  G. Meehl,et al.  A strategy for climate change stabilization experiments , 2007 .

[66]  C. Abraham-Barna,et al.  Terminology of Hygiene of Foodstuffs - Analysis Variants of Quantitative Lined French and Romanian Regulations (EC) No 852/2004 of the European Parliament and the Council of 29 April 2004 On the Hygiene of Foodstuffs. , 2009 .

[67]  T. Carter,et al.  Future scenarios of European agricultural land use: II. Projecting changes in cropland and grassland , 2005 .

[68]  Carlos H. Díaz-Ambrona,et al.  Uncertainties in projected impacts of climate change on European agriculture and terrestrial ecosystems based on scenarios from regional climate models , 2007 .

[69]  Steven A. Sargent,et al.  TUBES FOR MODIFIED ATMOSPHERE PACKAGING OF FRESH FRUITS AND VEGETABLES: EFFECTIVE PERMEABILITY MEASUREMENT , 1999 .

[70]  Frank Devlieghere,et al.  Designing Equilibrium Modified Atmosphere Packages for Fresh-cut Vegetables Subjected to Changes in Temperature , 2000 .

[71]  Pierre Renault,et al.  Gas exchange in modified atmosphere packaging. 1. A new theoretical approach for micro-perforated packs , 2007 .

[72]  Son Radu,et al.  Thermophilic Campylobacter spp. in salad vegetables in Malaysia. , 2007, International journal of food microbiology.

[73]  E. Fraser Food system vulnerability: Using past famines to help understand how food systems may adapt to climate change , 2006 .

[74]  E. Solomon,et al.  Persistence of Escherichia coli O157:H7 on lettuce plants following spray irrigation with contaminated water. , 2003, Journal of food protection.

[75]  Kerry R. Pearn,et al.  What can scenario modelling tell us about future European scale agricultural land use, and what not? , 2006 .

[76]  W.M.F. Jongen,et al.  Measuring effectiveness of food quality management in the bakery sector , 2006 .

[77]  Keywan Riahi,et al.  IPCC, 2007: Climate Change 2007: Synthesis Report , 2008 .

[78]  M. Biggerstaff,et al.  Packed with Salmonella--investigation of an international outbreak of Salmonella Senftenberg infection linked to contamination of prepacked basil in 2007. , 2008, Foodborne pathogens and disease.

[79]  T. J. Fang,et al.  Survival of Escherichia coli O157:H7 and Salmonella enterica serovars Typhimurium in iceberg lettuce and the antimicrobial effect of rice vinegar against E. coli O157:H7. , 2007, Food microbiology.

[80]  Nicola Sacco,et al.  Optimisation of fresh-food supply chains in uncertain environments, Part II: A case study , 2008 .

[81]  Wietze Lise,et al.  Impact of Climate on Tourist Demand , 2001 .

[82]  Alexei G. Sankovski,et al.  Special report on emissions scenarios , 2000 .

[83]  Frank Stagnitti,et al.  Deterministic versus stochastic quantitative microbial Risk Assessment models for wastewater irrigation of food crops , 2008 .

[84]  J. Bassett,et al.  A risk assessment approach for fresh fruits , 2008, Journal of applied microbiology.

[85]  E. Naumova,et al.  Seasonality in six enterically transmitted diseases and ambient temperature , 2006, Epidemiology and Infection.

[86]  S. Rutjes,et al.  Detection of noroviruses in foods: a study on virus extraction procedures in foods implicated in outbreaks of human gastroenteritis. , 2006, Journal of food protection.

[87]  J. W. Bier,et al.  Outbreak of cyclosporiasis associated with basil in Missouri in 1999. , 2001, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[88]  R. Zell,et al.  Impact of global warming on viral diseases: what is the evidence? , 2008, Current Opinion in Biotechnology.

[89]  Jiehong Zhou,et al.  Adoption of HACCP system in the Chinese food industry: A comparative analysis , 2008 .

[90]  Susana C. Fonseca,et al.  Modelling O2 and CO2 exchange for development of perforation-mediated modified atmosphere packaging , 2000 .

[91]  Mary J. Meixell,et al.  Global supply chain design: A literature review and critique , 2005 .

[92]  Hokey Min,et al.  Supply chain modeling: past, present and future , 2002 .

[93]  S. A. Changnon,et al.  Evaluation of Weather Catastrophe Data for Use in Climate Change Investigations , 1998 .

[94]  Nicoleta S. Tipi,et al.  Modelling the dynamics of supply chains , 2000, Int. J. Syst. Sci..

[95]  M. Rounsevell,et al.  Future scenarios of European agricultural land use: I. Estimating changes in crop productivity , 2005 .

[96]  J. P. Emond,et al.  Mathematical modeling of gas exchange in modified atmosphere packaging , 1991 .

[97]  M. Kirk,et al.  Foodborne disease in the new millennium : out of the frying pan and into the fire ? , 2002 .

[98]  L. Baert,et al.  Reported foodborne outbreaks due to noroviruses in Belgium: the link between food and patient investigations in an international context , 2009, Epidemiology and Infection.

[99]  Silvana Nicola,et al.  Fresh-cut produce : Postharvest critical issues , 2006 .

[100]  Daniel J. Vimont,et al.  Assessing risks of climate variability and climate change for Indonesian rice agriculture , 2007, Proceedings of the National Academy of Sciences.

[101]  Karl Ropkins,et al.  Evaluation of worldwide approaches to the use of HACCP to control food safety , 2000 .

[102]  N. Cook,et al.  A centrifugation-based method for extraction of norovirus from raspberries. , 2005, Journal of food protection.

[103]  C. Burger,et al.  Detection and quantification by real-time RT-PCR of hepatitis A virus from inoculated tap waters, salad vegetables, and soft fruits: characterization of the method performances. , 2007, International journal of food microbiology.

[104]  O. Morgenthaler,et al.  Proceedings of the Conference , 1930 .

[105]  Pieternel A. Luning,et al.  A conceptual model of food quality management functions based on a techno-managerial approach , 2007 .

[106]  J. Lejeune,et al.  Coliforms and prevalence of Escherichia coli and foodborne pathogens on minimally processed spinach in two packing plants. , 2008, Journal of food protection.

[107]  L. Jacxsens,et al.  Microbiological and safety aspects of fresh-cut fruits and vegetables , 2010 .

[108]  C. James,et al.  Modelling of food transportation systems - a review , 2006 .

[109]  R. Tauxe,et al.  Fresh produce: a growing cause of outbreaks of foodborne illness in the United States, 1973 through 1997. , 2004, Journal of food protection.

[110]  Joseph Arul,et al.  Suitability of Plastic Films for Modified Atmosphere Packaging of Fruits and Vegetables , 1993 .

[111]  J. Kokini,et al.  Conformation of citrus pectin using small amplitude oscillatory rheometry , 1991 .

[112]  R. Faggian,et al.  Persistence of Escherichia coli on injured iceberg lettuce in the field, overhead irrigated with contaminated water. , 2009, Journal of food protection.

[113]  Y. Ishikawa,et al.  A Theoretical Model for Designing Modified Atmosphere Packaging with a Perforation , 1996 .

[114]  L Szponar,et al.  Actual situation in the area of implementing quality assurance systems GMP, GHP and HACCP in Polish food production and processing plants , 2005 .

[115]  Anil K. Aggarwal,et al.  Quality management applied to web-based courses , 2006 .

[116]  Hans J P Marvin,et al.  Indicators of emerging hazards and risks to food safety. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[117]  British Standard,et al.  Food safety management systems — Requirements for any organization in the food chain , 2005 .

[118]  Durk-Jouke van der Zee,et al.  Simulation modelling for food supply chain redesign; integrated decision making on product quality, sustainability and logistics , 2009 .

[119]  Jc Jan Fransoo,et al.  Inventory control of perishables in supermarkets , 2006 .

[120]  M. Pirovani,et al.  Survival of Salmonella hadar after washing disinfection of minimally processed spinach , 2000, Letters in applied microbiology.

[121]  M. Sykes,et al.  Incorporating the effects of changes in vegetation functioning and CO2 on water availability in plant habitat models , 2008, Biology Letters.

[122]  Robert Soliva-Fortuny,et al.  Advances in Fresh-Cut Fruits and Vegetables Processing , 2010 .