Shelf-life prediction models for ready-to-eat fresh cut salads: Testing in real cold chain.

Abstract:

:The aim of the study was to develop and test the applicability of predictive models for shelf-life estimation of ready-to-eat (RTE) fresh cut salads in realistic distribution temperature conditions in the food supply chain. A systematic kinetic study of quality loss of RTE mixed salad (lollo rosso lettuce-40%, lollo verde lettuce-45%, rocket-15%) packed under modified atmospheres (3% O2, 10% CO2, 87% N2) was conducted. Microbial population (total viable count, Pseudomonas spp., lactic acid bacteria), vitamin C, colour and texture were the measured quality parameters. Kinetic models for these indices were developed to determine the quality loss and calculate product remaining shelf-life (SLR). Storage experiments were conducted at isothermal (2.5-15°C) and non-isothermal temperature conditions (Teff=7.8°C defined as the constant temperature that results in the same quality value as the variable temperature distribution) for validation purposes. Pseudomonas dominated spoilage, followed by browning and chemical changes. The end of shelf-life correlated with a Pseudomonas spp. level of 8 log(cfu/g), and 20% loss of the initial vitamin C content. The effect of temperature on these quality parameters was expressed by the Arrhenius equation; activation energy (Ea) value was 69.1 and 122.6kJ/mol for Pseudomonas spp. growth and vitamin C loss rates, respectively. Shelf-life prediction models were also validated in real cold chain conditions (including the stages of transport to and storage at retail distribution center, transport to and display at 7 retail stores, transport to and storage in domestic refrigerators). The quality level and SLR estimated after 2-3days of domestic storage (time of consumption) ranged between 1 and 8days at 4°C and was predicted within satisfactory statistical error by the kinetic models. Teff in the cold chain ranged between 3.7 and 8.3°C. Using the validated models, SLR of RTE fresh cut salad can be estimated at any point of the cold chain if the temperature history is known. Shelf-life models of validated applicability can serve as an effective tool for shelf-life assessment and the development of new products in the fresh produce food sector.

journal_name

Int J Food Microbiol

authors

Tsironi T,Dermesonlouoglou E,Giannoglou M,Gogou E,Katsaros G,Taoukis P

doi

10.1016/j.ijfoodmicro.2016.09.032

subject

Has Abstract

pub_date

2017-01-02 00:00:00

pages

131-140

eissn

0168-1605

issn

1879-3460

pii

S0168-1605(16)30523-2

journal_volume

240

pub_type

杂志文章
  • Chemical composition and antifungal activity of essential oil from Cicuta virosa L. var. latisecta Celak.

    abstract::The essential oil extracted from the fruits of Cicuta virosa L. var. latisecta Celak was tested in vitro and in vivo against four foodborne fungi, Aspergillus flavus, Aspergillus oryzae, Aspergillus niger, and Alternaria alternata. Forty-five different components accounting for 98.4% of the total oil composition were ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2011.01.023

    authors: Tian J,Ban X,Zeng H,He J,Huang B,Wang Y

    更新日期:2011-02-28 00:00:00

  • Plasma inactivation of microorganisms on sprout seeds in a dielectric barrier discharge.

    abstract::Fresh produce is frequently contaminated by microorganisms, which may lead to spoilage or even pose a threat to human health. In particular sprouts are considered to be among the most risky foods sold at retail since they are grown in an environment practically ideal for growth of bacteria and usually consumed raw. Be...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2016.09.006

    authors: Butscher D,Van Loon H,Waskow A,Rudolf von Rohr P,Schuppler M

    更新日期:2016-12-05 00:00:00

  • The survival of foodborne pathogens during domestic washing-up and subsequent transfer onto washing-up sponges, kitchen surfaces and food.

    abstract::In this study, the survival of Salmonella, Campylobacter and Escherichia coli O157: H7, when exposed to a range of constant temperatures (47-60 degrees C), in hard or soft water, in the presence/absence of detergent (0-0.3%) and organic matter, and during drying, was investigated. Further experiments used a washing-up...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(02)00510-x

    authors: Mattick K,Durham K,Domingue G,Jørgensen F,Sen M,Schaffner DW,Humphrey T

    更新日期:2003-08-25 00:00:00

  • Norovirus cross-contamination during preparation of fresh produce.

    abstract::Infection with human norovirus (HuNoV) is considered a common cause of foodborne illness worldwide. Foodborne HuNoV outbreaks may result from consumption of food contaminated by an infected food handler in the foodservice environment, in which bare-hand contact, lack of hand washing, and inadequate cleaning and disinf...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2014.12.023

    authors: Grove SF,Suriyanarayanan A,Puli B,Zhao H,Li M,Li D,Schaffner DW,Lee A

    更新日期:2015-04-02 00:00:00

  • An evaluation of the Norwegian Salmonella surveillance and control program in live pig and pork.

    abstract::Population data and apparent prevalence data from the Salmonella surveillance and control program in pigs (NSSCP) from 1998 and 1999 were used in a simulation model to evaluate the efficacy of the program. The model consists of three parts: modelling of individual prevalence at the abattoir (abattoir part), modelling ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(01)00675-4

    authors: Sandberg M,Hopp P,Jarp J,Skjerve E

    更新日期:2002-01-30 00:00:00

  • Production and partial characterization of exopolysaccharides produced by two Lactobacillus suebicus strains isolated from cider.

    abstract::Many lactic acid bacteria synthesize extracellular polysaccharides (exopolysaccharides, EPSs) with a large variation in structure and potential functional properties. Although EPS production can produce detrimental effects in alcoholic beverages, these polymers play an important role in the rheological behavior and te...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2015.07.012

    authors: Ibarburu I,Puertas AI,Berregi I,Rodríguez-Carvajal MA,Prieto A,Dueñas MT

    更新日期:2015-12-02 00:00:00

  • Quantification of Fusarium poae DNA and associated mycotoxins in asymptomatically contaminated wheat.

    abstract::Recent surveys have identified increased predominance of Fusarium poae causing FHB (Fusarium Head Blight) of wheat in Europe. Several studies revealed a correlation between levels of F. poae DNA and nivalenol (NIV) and enniatins (ENNs) in highly contaminated cereal grain. In this study, F. poae specific TaqMan assays ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2009.01.036

    authors: Kulik T,Jestoi M

    更新日期:2009-04-15 00:00:00

  • Growth kinetics of Escherichia coli O157:H7 in mechanically-tenderized beef.

    abstract::A kinetic study was conducted to investigate the growth of Escherichia coli O157:H7 in mechanically-tenderized beef meat (MTBM) inoculated and internalized with a cocktail of 5 rifampicin-resistant (Rif(r)) or 3 arbitrarily selected wild-type strains of the bacteria. The storage was conducted at 5, 10, 15, 20, 25, and...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2010.02.013

    authors: Huang L

    更新日期:2010-05-30 00:00:00

  • Enhancement of biocontrol efficacy of Rhodotorula glutinis by salicyclic acid against gray mold spoilage of strawberries.

    abstract::The control activity of Rhodotorulaglutinis, salicylic acid (SA), alone or in combination, on gray mold spoilage and natural spoilage of strawberries was investigated. R. glutinis as stand-alone treatment, and the combined treatment of SA at 100 microg/mL with R. glutinis significantly reduced the disease incidence an...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2010.04.022

    authors: Zhang H,Ma L,Jiang S,Lin H,Zhang X,Ge L,Xu Z

    更新日期:2010-06-30 00:00:00

  • Production of folate by bacteria isolated from oat bran.

    abstract::Twenty bacteria isolated from three commercial oat bran products were tested for their folate production capability. The bacteria as well as some reference organisms were grown until early stationary phase on a rich medium (YPD), and the amount of total folate in the separated cell mass and the culture medium (superna...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2010.07.026

    authors: Kariluoto S,Edelmann M,Herranen M,Lampi AM,Shmelev A,Salovaara H,Korhola M,Piironen V

    更新日期:2010-09-30 00:00:00

  • Clinical Saccharomyces cerevisiae isolates cannot cross the epithelial barrier in vitro.

    abstract::Saccharomyces cerevisiae is generally considered to be a safe organism and is essential to produce many different kinds of foods as well as being widely used as a dietary supplement. However, several isolates, which are genetically related to brewing and baking yeasts, have shown virulent traits, being able to produce...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2012.04.012

    authors: Pérez-Torrado R,Llopis S,Jespersen L,Fernández-Espinar T,Querol A

    更新日期:2012-06-15 00:00:00

  • Inactivation of Listeria innocua in skim milk by pulsed electric fields and nisin.

    abstract::Pulsed electric fields (PEF) is an emerging nonthermal processing technology used to inactivate microorganisms in liquid foods such as milk. PEF results in loss of cell membrane functionality that leads to inactivation of the microorganism. There are many processes that aid in the stability and safety of foods. The co...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(99)00069-0

    authors: Calderón-Miranda ML,Barbosa-Cánovas GV,Swanson BG

    更新日期:1999-10-01 00:00:00

  • Comparison of aqueous commercial cleaners for effectiveness in removing Escherichia coli O157:H7 and Salmonella muenchen from the surface of apples.

    abstract::Unpasteurized fruit juice and cider have been implicated in outbreaks of Escherichia coli O157:H7 and Salmonella infections, yet various processes used to clean and sanitize fruits before producing juice have not been thoroughly studied for their effectiveness in removing pathogens. The objective of this study was to ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(01)00716-4

    authors: Kenney SJ,Beuchat LR

    更新日期:2002-03-25 00:00:00

  • Fermented soymilk with a monoculture of Lactococcus lactis.

    abstract::Lactococcus lactis strain (LL3) isolated from mothers' milk was used to produce fermented soymilk. The strain survived at levels of over 7 log cfu/ml for 3 weeks in the fermented soymilk. A consumer survey was carried out to compare the acceptability of the fermented product with a similar product made with L. lactis ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(02)00196-4

    authors: Beasley S,Tuorila H,Saris PE

    更新日期:2003-03-15 00:00:00

  • Comparison of culture, PCR and immunoassays for detecting Escherichia coli O157 following enrichment culture and immunomagnetic separation performed on naturally contaminated raw meat products.

    abstract::The aims of this study were (i) to evaluate the specificity and sensitivity of three previously described PCR assays for the detection of Escherichia coli O157 and, (ii) to compare PCR, culture, and two visual immunoassays (VIAs), BioSign and Path-Stik, for detecting E. coli O157 after enrichment culture and immunomag...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(01)00464-0

    authors: Chapman PA,Ellin M,Ashton R,Shafique W

    更新日期:2001-08-15 00:00:00

  • Mycological condition of maize products.

    abstract::Maize and maize-related products were investigated in a collaborative study for viable moulds and antigenic extracellular polysaccharides (EPS) produced by Aspergillus and Penicillium species. In addition, the samples were tested for the presence of aflatoxin B1. All maize products, with the exception of the heat proc...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/0168-1605(92)90084-g

    authors: Kamphuis HJ,van der Horst MI,Samson RA,Rombouts FM,Notermans S

    更新日期:1992-07-01 00:00:00

  • Occurrence and spread of antibiotic resistances in Enterococcus faecium.

    abstract::Enterococci are the second to third most important bacterial genus in hospital infections. Especially Enterococcus (E.) faecium possesses a broad spectrum of natural and acquired antibiotic resistances which are presented in detail in this paper. From medical point of view, the transferable resistances to glycopeptide...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章,评审

    doi:10.1016/s0168-1605(03)00190-9

    authors: Klare I,Konstabel C,Badstübner D,Werner G,Witte W

    更新日期:2003-12-01 00:00:00

  • Microbiological safety of traditional and starter-mediated processes for the manufacture of Italian dry sausage.

    abstract::Microbiological changes occurring during the commercial manufacture of Italian dry sausages (Genoa and salametti) were studied in two urban Canadian centres over a 5 month period. A comparison was made between 6 plants which used bacterial starter cultures and 4 plants where more traditional processes (without starter...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/0168-1605(88)90072-4

    authors: Holley RA,Lammerding AM,Tittiger F

    更新日期:1988-08-01 00:00:00

  • Comparison of plating media for recovery of total and virulent genotypes of Vibrio vulnificus in U.S. market oysters.

    abstract::Vibrio vulnificus is the leading cause of seafood associated mortality in the United States and is generally associated with consumption of raw oysters. Two genetic markers have emerged as indicators of strain virulence, 16S rDNA type B (rrnB) and virulence correlated gene type C (vcgC). While much is known about the ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2013.09.017

    authors: Jones JL,Lüdeke CH,Bowers JC,DePaola A

    更新日期:2013-11-01 00:00:00

  • Predictive model of the effect of CO2, pH, temperature and NaCl on the growth of Listeria monocytogenes.

    abstract::The growth responses of L. monocytogenes as affected by CO2 concentration (0-100% v/v, balance nitrogen), NaCl concentration (0.5-8.0% w/v), pH (4.5-7.0) and temperature (4-20 degrees C) were studied in laboratory medium. Growth curves were fitted using the model of Baranyi and Roberts, and specific growth rates deriv...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(97)00043-3

    authors: Fernández PS,George SM,Sills CC,Peck MW

    更新日期:1997-06-17 00:00:00

  • Study through surveys and fermentation kinetics of the traditional processing of pearl millet (Pennisetum glaucum) into ben-saalga, a fermented gruel from Burkina Faso.

    abstract::Traditional cereal-based fermented foods are frequently used as complementary foods for infants and young children in Africa. This is the case for ben-saalga, a popular fermented gruel produced from pearl millet (Pennisetum glaucum) in Burkina Faso. Detailed knowledge of traditional processing is a prerequisite for in...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2005.05.010

    authors: Tou EH,Guyot JP,Mouquet-Rivier C,Rochette I,Counil E,Traoré AS,Trèche S

    更新日期:2006-01-15 00:00:00

  • Resistance of hepatitis A virus in mussels subjected to different domestic cookings.

    abstract::Hepatitis A is a worldwide infectious disease. Shellfish consumption has always been one of the major risk factors for hepatitis A infection, especially when these products are eaten raw or slightly cooked. Moreover, the cooking does not always guarantee the harmlessness of shellfish. The aim of the present study was ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2005.04.008

    authors: Croci L,De Medici D,Di Pasquale S,Toti L

    更新日期:2005-11-25 00:00:00

  • Quantification of the impact of single and multiple mild stresses on outgrowth heterogeneity of Bacillus cereus spores.

    abstract::Outgrowth heterogeneity of bacterial spore populations complicates both prediction and efficient control of spore outgrowth. In this study, the impact of mild preservation stresses on outgrowth of Bacillus cereus ATCC 14579 spores was quantified during the first stages of outgrowth. Heterogeneity in outgrowth of heat-...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2014.02.015

    authors: van Melis CC,den Besten HM,Nierop Groot MN,Abee T

    更新日期:2014-05-02 00:00:00

  • Development of a quantitative risk assessment model for Salmonella enteritidis in pasteurized liquid eggs.

    abstract::The performance of hazard analyses and the establishment of critical limits by the food industry are both hampered by the inability to directly relate food processing operations from farm-to-table with their public health impact. Using a 'unit operations' and stochastic simulation approach, data on the frequency of pa...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(97)01262-2

    authors: Whiting RC,Buchanan RL

    更新日期:1997-05-20 00:00:00

  • Recovery of Salmonella and Escherichia coli from commercial egg shells and effect of translucency on bacterial penetration in eggs.

    abstract::This experiment was conducted to study the prevalence of Salmonella and Escherichia coli (E. coli). from the surface of egg shells, egg shell membranes or pores, and internal contents from unwashed eggs collected from commercial caged layer farms in Australia. Egg shell swabs, shell crush and egg internal contents (yo...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2010.06.029

    authors: Chousalkar KK,Flynn P,Sutherland M,Roberts JR,Cheetham BF

    更新日期:2010-08-15 00:00:00

  • Development and application of a loop-mediated isothermal amplification assay for rapid identification of aflatoxigenic molds and their detection in food samples.

    abstract::Aflatoxins are the most thoroughly studied mycotoxins. They are produced by several members of the genus Aspergillus in section Flavi with Aspergillus flavus, Aspergillus parasiticus, and Aspergillus nomius being frequently isolated from contaminated food sources. In this work, we describe the development and evaluati...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2012.08.018

    authors: Luo J,Vogel RF,Niessen L

    更新日期:2012-10-15 00:00:00

  • Characterisation of commercial and natural Torulaspora delbrueckii wine yeast strains.

    abstract::Forty-three South African Torulaspora delbrueckii yeast isolates from the ARC Infruitec-Nietvoorbij yeast culture collection, the T. delbrueckii type strain (CBS 1146), one reference T. delbrueckii strain (CBS 4663), two T. delbrueckii strains isolated from commercial yeast blends (Viniflora® Harmony.nsac and Viniflor...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2013.02.011

    authors: van Breda V,Jolly N,van Wyk J

    更新日期:2013-05-15 00:00:00

  • Guidelines for experimental design protocol and validation procedure for the measurement of heat resistance of microorganisms in milk.

    abstract::Studies on the heat resistance of dairy pathogens are a vital part of assessing the safety of dairy products. However, harmonized methodology for the study of heat resistance of food pathogens is lacking, even though there is a need for such harmonized experimental design protocols and for harmonized validation proced...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2014.09.027

    authors: Condron R,Farrokh C,Jordan K,McClure P,Ross T,Cerf O

    更新日期:2015-01-02 00:00:00

  • Functional properties and antifungal activity of films based on gliadins containing cinnamaldehyde and natamycin.

    abstract::Gliadin films cross-linked with cinnamaldehyde (1.5, 3, and 5%) and incorporated with natamycin (0.5%) were prepared by casting, and their antifungal activity, water resistance, and barrier properties were characterized. Incorporation of natamycin gave rise to films with greater water uptake, weight loss and diameter ...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/j.ijfoodmicro.2013.12.013

    authors: Balaguer MP,Fajardo P,Gartner H,Gomez-Estaca J,Gavara R,Almenar E,Hernandez-Munoz P

    更新日期:2014-03-03 00:00:00

  • Some examples of, and some problems with, the use of nonlinear logistic regression in predictive food microbiology.

    abstract::A new technique, nonlinear logistic regression, is described for modelling binomially distributed data, i.e., presence/absence data where growth is either observed or not observed, for applications in predictive food microbiology. Some examples of the successful use of this technique are presented, where the controlli...

    journal_title:International journal of food microbiology

    pub_type: 杂志文章

    doi:10.1016/s0168-1605(01)00643-2

    authors: Ratkowsky DA

    更新日期:2002-03-01 00:00:00