Poultry meat freshness evaluation using electronic nose technology and ultra-fast gas chromatography

To ensure that chicken meat products are safe to consume, it is important to be able to reliably determine its shelf-life. To assess the applicability of ultra-fast gas chromatography and electronic nose technology in evaluation of poultry, an analysis of the headspace of ground chicken meat samples refrigerated over a period of 7 days was performed. Chemometric techniques were used to mine additional information from a multiparametric data set. As a reference, sensory evaluation was also conducted, and several volatile chemical compounds that can potentially be used as poultry meat decomposition indicators were identified. The obtained results suggest the possibility of using both techniques to supplement the established methods of chicken meat quality assessment.Graphical abstract

[1]  W. Stahl Compilation of odor and taste threshold values data , 1973 .

[2]  M. Feather,et al.  The Maillard reaction in foods and nutrition , 1983 .

[3]  A. Šetkus,et al.  Response time based output of metal oxide gas sensors applied to evaluation of meat freshness with neural signal analysis , 2000 .

[4]  José Pedro Santos,et al.  Artificial olfactory system for the classification of Iberian hams , 2003 .

[5]  Jacek Gębicki,et al.  Application of electrochemical sensors and sensor matrixes for measurement of odorous chemical compounds , 2016 .

[6]  Gary R. Takeoka,et al.  Volatile constituents of apricot (Prunus armeniaca) , 1990 .

[7]  Suranjan Panigrahi,et al.  SPOILAGE IDENTIFICATION OF BEEF USING AN ELECTRONIC NOSE SYSTEM , 2004 .

[8]  R. Buttery,et al.  Contribution of volatiles to rice aroma , 1988 .

[9]  D. Guadagni,et al.  Identification and organoleptic evaluation of compounds in Delicious apple essence , 1967 .

[10]  J. Amoore,et al.  Odor as an ald to chemical safety: Odor thresholds compared with threshold limit values and volatilities for 214 industrial chemicals in air and water dilution , 1983, Journal of applied toxicology : JAT.

[11]  Antoine Gaset,et al.  Application of a multi-gas-sensor device in the meat industry for boar-taint detection , 1995 .

[12]  Selena Sironi,et al.  Electronic Noses for Environmental Monitoring Applications , 2014, Sensors.

[13]  S. Fors Sensory Properties of Volatile Maillard Reaction Products and Related Compounds: A Literature Review , 1983 .

[14]  E. Matisová,et al.  Fast gas chromatography and its use in trace analysis. , 2003, Journal of chromatography. A.

[15]  Giorgio Pennazza,et al.  An investigation on electronic nose diagnosis of lung cancer. , 2010, Lung cancer.

[16]  H. C. Alexander,et al.  Aqueous odor and taste threshold values of industrial chemicals , 1982 .

[17]  Tomasz Dymerski,et al.  Application of an Electronic Nose Instrument to Fast Classification of Polish Honey Types , 2014, Sensors.

[18]  Alexandre Perera,et al.  Drift compensation of gas sensor array data by Orthogonal Signal Correction , 2010 .

[19]  J C Benneyan,et al.  Use and interpretation of statistical quality control charts. , 1998, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[20]  Tiina Rajamäki,et al.  Application of an electronic nose for quality assessment of modified atmosphere packaged poultry meat , 2006 .

[21]  A. D. Wilson,et al.  Recent progress in the design and clinical development of electronic-nose technologies , 2016 .

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

[23]  Quansheng Chen,et al.  Evaluation of chicken freshness using a low-cost colorimetric sensor array with AdaBoost–OLDA classification algorithm , 2014 .

[24]  Javier Gonzalez Monroy,et al.  Overcoming the Slow Recovery of MOX Gas Sensors through a System Modeling Approach , 2012, Sensors.

[25]  Agnieszka Wierzbicka,et al.  Differentiation of chill-stored and frozen pork necks using electronic nose with ultra-fast gas chromatography , 2017 .

[26]  Agnieszka Wierzbicka,et al.  Chromatographic fingerprints supported by artificial neural network for differentiation of fresh and frozen pork , 2017 .

[27]  R. Buttery,et al.  Quantitative and sensory studies on tomato paste volatiles , 1990 .

[28]  L. Farmer,et al.  Precursors of chicken flavor. I. Determination of some flavor precursors in chicken muscle. , 2005, Journal of agricultural and food chemistry.

[29]  R. Parry,et al.  Principles and applications of modified atmosphere packaging of foods , 1993 .

[30]  Hyung Seok Kim,et al.  Meat and Fish Freshness Inspection System Based on Odor Sensing , 2012, Sensors.

[31]  Ingemar Lundström,et al.  Monitoring sausage fermentation using an electronic nose , 1998 .

[32]  Agnieszka Wierzbicka,et al.  Volatile compounds and fatty acids profile in Longissimus dorsi muscle from pigs fed with feed containing bioactive components , 2016 .

[33]  G. Mead,et al.  Modified atmosphere storage of fresh meat and poultry , 1993 .