Rapid Evaluation of Poultry Meat Shelf Life Using PTR-MS

The use of proton transfer reaction mass spectrometry (PTR-MS) for freshness classification of chicken and turkey meat samples was investigated. A number of volatile organic compounds (VOCs) were selected based on the correlation (> 95%) of their concentration during storage at 4 °C over a period of 5 days with the results of the microbial analysis. In order to verify if the selected compounds are not sample-specific, a number of samples sourced from various retailers were classified using the concentration of these compounds in the samples’ volatile fraction as input variables. The classification was performed using the support vector machines (SVM) supervised pattern recognition algorithm. It was concluded that it is possible to evaluate the shelf life of meat samples obtained from the same source based on the results of a prior analysis. The PTR-MS fingerprint approach might supplement the currently used methods of shelf life evaluation of poultry due to the short time and non-destructive nature of measurement and ease of quantitative analysis.

[1]  B. M. Watts,et al.  The fatty acid content of meat and poultry before and after cooking , 1952 .

[2]  F. Biasioli,et al.  PTR-MS monitoring of VOCs and BVOCs in food science and technology , 2011 .

[3]  N. E. Bari,et al.  Application of a portable electronic nose system to assess the freshness of Moroccan sardines , 2008 .

[4]  Nello Cristianini,et al.  Support Vector Machines and Kernel Methods: The New Generation of Learning Machines , 2002, AI Mag..

[5]  L. E. Jeremiah Packaging alternatives to deliver fresh meats using short- or long-term distribution , 2001 .

[6]  P. Kalač,et al.  Contents of biologically active polyamines in duck meat and giblets after slaughter and their changes during meat storage and cooking , 2012 .

[7]  K. Nechvíle The High Resolution , 2005 .

[8]  Tomasz Dymerski,et al.  Electronic noses: Powerful tools in meat quality assessment. , 2017, Meat science.

[9]  Tomasz Dymerski,et al.  Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment , 2017, Sensors.

[10]  Philipp Sulzer,et al.  A high resolution and high sensitivity proton-transfer-reaction time-of-flight mass spectrometer (PTR-TOF-MS) , 2009 .

[11]  J. W. Arnold,et al.  APC values and volatile compounds formed in commercially processed, raw chicken parts during storage at 4 and 13 °C and under simulated temperature abuse conditions† , 2000 .

[12]  J. Beauchamp,et al.  Real-Time Detection of Volatiles Released During Meat Spoilage: a Case Study of Modified Atmosphere-Packaged Chicken Breast Fillets Inoculated with Br. thermosphacta , 2017, Food Analytical Methods.

[13]  H. Pashler,et al.  Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition 1 , 2009, Perspectives on psychological science : a journal of the Association for Psychological Science.

[14]  Kay Cooksey,et al.  Modified Atmosphere Packaging of Meat, Poultry and Fish , 2014 .

[15]  Thomas J. Bruno,et al.  Detection of poultry spoilage markers from headspace analysis with cryoadsorption on a short alumina PLOT column , 2010 .

[16]  A. Hansel,et al.  On-line monitoring of volatile organic compounds at pptv levels by means of proton-transfer-reaction mass spectrometry (PTR-MS) medical applications, food control and environmental research , 1998 .

[17]  M. Salsi,et al.  Spoilage microflora in fresh chicken breast stored at 4 °C : influence of packaging methods , 1997 .

[18]  Tomasz Dymerski,et al.  Poultry meat freshness evaluation using electronic nose technology and ultra-fast gas chromatography , 2017, Monatshefte für Chemie - Chemical Monthly.

[19]  Gerard Downey,et al.  Identification of Spoilage Marker Metabolites in Irish Chicken Breast Muscle Using HPLC, GC–MS Coupled with SPME and Traditional Chemical Techniques , 2012, Food and Bioprocess Technology.

[20]  Jun Zhao,et al.  Proton transfer reaction rate constants between hydronium ion (H3O+) and volatile organic compounds , 2004 .

[21]  Carlos Adam Conte-Junior,et al.  Biogenic amines as bacterial quality indicators in different poultry meat species , 2015 .

[22]  F. Biasioli,et al.  On quantitative determination of volatile organic compound concentrations using proton transfer reaction time-of-flight mass spectrometry. , 2012, Environmental science & technology.

[23]  Tilmann D. Märk,et al.  Detection of the spoiling of meat using PTR-MS , 2003 .

[24]  J. Guthrie Predicting the rates of proton transfer reactions: a simple model using equilibrium constants and distortion energies , 1998 .

[25]  D. Mayr,et al.  Rapid Detection of Meat Spoilage by Measuring Volatile Organic Compounds by Using Proton Transfer Reaction Mass Spectrometry , 2003, Applied and Environmental Microbiology.

[26]  Martin Mozina,et al.  Orange: data mining toolbox in python , 2013, J. Mach. Learn. Res..

[27]  B. Costello,et al.  The human volatilome: volatile organic compounds (VOCs) in exhaled breath, skin emanations, urine, feces and saliva , 2014, Journal of breath research.