Electrical impedance to easily discover undeclared freeze-thaw cycles in slaughtered bovine meat

1 Damez JL, Clerjon S, Abouelkaram S. Mesostructure assessed by alternating current spectroscopy during meat ageing. Proc 51st Int Con Meat Sc and Tech, Baltimore, USA, 7–12 August; 2005, 327–330. DamezJL ClerjonS AbouelkaramS Mesostructure assessed by alternating current spectroscopy during meat ageing Proc 51st Int Con Meat Sc and Tech Baltimore, USA 7–12 August; 2005 327 330 Search in Google Scholar

2 Kleibel A, Pfutzer H, Krause E. Measurement of dielectric loss factor: a routine method of recognizing PSE muscle. Fleishwirtschaft. 1983;63:1183. KleibelA PfutzerH KrauseE Measurement of dielectric loss factor: a routine method of recognizing PSE muscle Fleishwirtschaft 1983 63 1183 Search in Google Scholar

3 Kristensen L, Purslow P. The effect of ageing on the water-holding capacity of pork: Role of cytoskeletal proteins. Meat Sci. 2001;58:17–23. https://doi.org/10.1016/S0309-1740(00)00125-X KristensenL PurslowP The effect of ageing on the water-holding capacity of pork: Role of cytoskeletal proteins Meat Sci 2001 58 17 23 https://doi.org/10.1016/S0309-1740(00)00125-X 10.1016/S0309-1740(00)00125-X Search in Google Scholar

4 Lepetit J, Hamel C. Correlations between successive measurements of myofibrillar resistance of raw Longissimus dorsi muscle during ageing. Meat Sci. 1998;49:249–254. https://doi.org/10.1016/S0309-1740(97)00130-7 LepetitJ HamelC Correlations between successive measurements of myofibrillar resistance of raw Longissimus dorsi muscle during ageing Meat Sci 1998 49 249 254 https://doi.org/10.1016/S0309-1740(97)00130-7 10.1016/S0309-1740(97)00130-7 Search in Google Scholar

5 Dell’Osa AH, Battacone G, Pulina G, Fois A, Concu A, Kalb A, Melis S, Tocco F, Loviselli A, Velluzzi F. Bio-electrical impedance device for remote control of an indirect index of mechanical tenderness in ripening beef meat. Int. J. Mechanics and Control. 2020;21:139–146. Dell’OsaAH BattaconeG PulinaG FoisA ConcuA KalbA MelisS ToccoF LoviselliA VelluzziF Bio-electrical impedance device for remote control of an indirect index of mechanical tenderness in ripening beef meat Int. J. Mechanics and Control 2020 21 139 146 Search in Google Scholar

6 Damez JL, Clerjon S. Quantifying and predicting meat and products quality attributes using electromagnetic waves: an overview. Meat Sci. 2013;95:879–896. https://doi.org/10.1016/j.meatsci.2013.04.037 DamezJL ClerjonS Quantifying and predicting meat and products quality attributes using electromagnetic waves: an overview Meat Sci 2013 95 879 896 https://doi.org/10.1016/j.meatsci.2013.04.037 10.1016/j.meatsci.2013.04.03723688798 Search in Google Scholar

7 Banach JK, Zywica R. The effect of electrical stimulation and freezing on electrical conductivity of beef trimed at various times after slaughter. J Food Eng. 2010;100: 119–124. https://doi.org/10.1016/j.jfoodeng.2010.03.035 BanachJK ZywicaR The effect of electrical stimulation and freezing on electrical conductivity of beef trimed at various times after slaughter J Food Eng 2010 100 119 124 https://doi.org/10.1016/j.jfoodeng.2010.03.035 10.1016/j.jfoodeng.2010.03.035 Search in Google Scholar

8 Battacone G, Pulina G, Acciaro M, Manca C, Concu D, Fois A, Concu A. Resistive component of meat electrical bioimpedance. Proc 16th Int Conf on Elec Bioimp, Stockholm, Sweden, 19–23 June; 2016; 70. BattaconeG PulinaG AcciaroM MancaC ConcuD FoisA ConcuA Resistive component of meat electrical bioimpedan Proc 16th Int Conf on Elec Bioimp Stockholm, Sweden 19–23 June; 2016 70 Search in Google Scholar

9 Fricke H, Morse S. A mathematical treatment of the electrical conductivity and capacity of disperse systems I. The electric conductivity of a suspension of homogeneous spheroids. Phys Rev 1924;24:575–587. https://doi.org/10.1103/PhysRev.24.575 FrickeH MorseS A mathematical treatment of the electrical conductivity and capacity of disperse systems I. The electric conductivity of a suspension of homogeneous spheroids Phys Rev 1924 24 575 587 https://doi.org/10.1103/PhysRev.24.575 10.1103/PhysRev.24.575 Search in Google Scholar

10 Fricke H, Morse S. The electric capacity of tumors of the breast. J Cancer Res. 1926;10:340–376. https://doi.org/10.1371/journal.pone.0023421 FrickeH MorseS The electric capacity of tumors of the breast J Cancer Res 1926 10 340 376 https://doi.org/10.1371/journal.pone.0023421 10.1371/journal.pone.0023421315553321858111 Search in Google Scholar

11 Charpenter J, Goutefongea R, Salé P, Thomasset A. La discrimination des viandres fraiches et congelées par mesure d’impédance à deux frequencies. Annales de Biologie Animale Biochimique et Biophysique 1972;12:173–178. https://doi.org/10.1051/rnd:19720115 CharpenterJ GoutefongeaR SaléP ThomassetA La discrimination des viandres fraiches et congelées par mesure d’impédance à deux frequencies Annales de Biologie Animale Biochimique et Biophysique 1972 12 173 178 https://doi.org/10.1051/rnd:19720115 10.1051/rnd:19720115 Search in Google Scholar

12 Damez JL, Clerjon S. Meat quality using biophysical method related to meat structure. Meat Sci. 2008;80:132–149. https://doi:10.1016/j.meatsci.2008.05.039 DamezJL ClerjonS Meat quality using biophysical method related to meat structure Meat Sci 2008 80 132 149 https://doi:10.1016/j.meatsci.2008.05.039 10.1016/j.meatsci.2008.05.03922063178 Search in Google Scholar

13 Chen TH, Zhu YP, Wang P, Han MY, Wang P, Xu XL, Zhou GH. Classification of chicken muscle with different freeze-thaw cycles using impedance and physicochemical properties. J. Food Eng. 2017;196:95–100. https://doi.org/10.1016/j.jfoodeng.2016.10.003 ChenTH ZhuYP WangP HanMY WangP XuXL ZhouGH Classification of chicken muscle with different freeze-thaw cycles using impedance and physicochemical properties J. Food Eng 2017 196 95 100 https://doi.org/10.1016/j.jfoodeng.2016.10.003 10.1016/j.jfoodeng.2016.10.003 Search in Google Scholar

14 Analog Devices: Low Power, Five Electrode, Electrocardiogram (ECG) Analog Front End with respiration measurement and pace detection. ADAS1000 datasheet, 2012. Available online: https://www.analog.com/media/en/technical-documentation/data-sheets/ADAS1000_1000-1_1000-2.pdf (accessed on 05 May 2020). Analog Devices: Low Power, Five Electrode, Electrocardiogram (ECG) Analog Front End with respiration measurement and pace detection ADAS1000 datasheet, 2012. Available online: https://www.analog.com/media/en/technical-documentation/data-sheets/ADAS1000_1000-1_1000-2.pdf (accessed on 05 May 2020) Search in Google Scholar

15 Tocco F, Crisafulli A, Marongiu E, Milia R, Kalb A, Concu A. A portable device to assess underwater change of cardio dynamic variables by impedance cardiography. J. Phys.: Conf. Ser. 2012; 407:012026. https://doi.org/10.1088/1742-6596/407/1/012026 ToccoF CrisafulliA MarongiuE MiliaR KalbA ConcuA A portable device to assess underwater change of cardio dynamic variables by impedance cardiography J. Phys.: Conf. Ser 2012 407 012026 https://doi.org/10.1088/1742-6596/407/1/012026 10.1088/1742-6596/407/1/012026 Search in Google Scholar

16 Tocco F, Crisafulli A, Melis F, Porru C, Pittau G, Milia R, Concu A. Cardiovascular adjustments in breath-hold diving: comparison between divers and non-divers in simulated dynamic apnoea. Eur. J. Appl. Physiol. 2012;112:543–54. https://doi.org/10.1007/s00421-011-2006-0 ToccoF CrisafulliA MelisF PorruC PittauG MiliaR ConcuA Cardiovascular adjustments in breath-hold diving: comparison between divers and non-divers in simulated dynamic apnoea Eur. J. Appl. Physiol 2012 112 543 54 https://doi.org/10.1007/s00421-011-2006-0 10.1007/s00421-011-2006-0 Search in Google Scholar

17 Tocco F, Marongiu E, Pinna M, Roberto S, Pusceddu M, Angius L, Migliaccio G, Milia R, Concu A, Crisafulli A. Assessment of circulatory adjustments during underwater apnoea in elite divers by means of a portable device. Acta Physiol (Oxf). 2013;207:290–298. https://doi.org/10.1111/apha.12000 ToccoF MarongiuE PinnaM RobertoS PuscedduM AngiusL MigliaccioG MiliaR ConcuA CrisafulliA Assessment of circulatory adjustments during underwater apnoea in elite divers by means of a portable device Acta Physiol (Oxf) 2013 207 290 298 https://doi.org/10.1111/apha.12000 10.1111/apha.12000 Search in Google Scholar

18 Marongiu E, Crisafulli A, Ghiani G, Olla S, Roberto S, Pinna M, Pusceddu M, Palazzolo M, Sanna I, Concu A, Tocco F. Cardiovascular Responses during free-diving in the sea. Int. J. Sports Med. 2015;36:297–301. https://doi.org/10.1055/s-0034-1389969 MarongiuE CrisafulliA GhianiG OllaS RobertoS PinnaM PuscedduM PalazzoloM SannaI ConcuA ToccoF Cardiovascular Responses during free-diving in the sea Int. J. Sports Med 2015 36 297 301 https://doi.org/10.1055/s-0034-1389969 10.1055/s-0034-1389969 Search in Google Scholar

19 Serra C. Evaluation of cardiodynamic tolerance limits in pilots engaged in simulations of critical activities with the use of dedicated instrumentation. Master of Science in Biomedical Engineering, thesis supervisors: Andrea Manuello Bertetto, Alberto Concu, Politecnico di Torino, Italy, 2020. SerraC Evaluation of cardiodynamic tolerance limits in pilots engaged in simulations of critical activities with the use of dedicated instrumentation Master of Science in Biomedical Engineering, thesis supervisors: Andrea Manuello Bertetto, Alberto Concu Politecnico di Torino Italy 2020 Search in Google Scholar

20 Cesarani A, Sorbolini S, Criscione A, Bordonaro S, Pulina G, Battacone G, Marletta D, Gaspa G, Macciotta NPP. Genome-wide variability and selection signatures in Italian island cattle breeds. Anim. Genet. 2018;49:371–383. https://doi.org/10.1111/age.12697 CesaraniA SorboliniS CriscioneA BordonaroS PulinaG BattaconeG MarlettaD GaspaG MacciottaNPP Genome-wide variability and selection signatures in Italian island cattle breeds Anim. Genet 2018 49 371 383 https://doi.org/10.1111/age.12697 10.1111/age.12697 Search in Google Scholar

21 Byrne C E, Troy D J, Buckley D J. Postmortem changes in muscle electrical properties of bovine M. Longissimus dorsi and their relationship to meat quality attributes and pH fall. Meat Sci. 2000;54:23–34. https://doi.org/10.1016/S0309-1740(99)00055-8 ByrneC E TroyD J BuckleyD J Postmortem changes in muscle electrical properties of bovine M. Longissimus dorsi and their relationship to meat quality attributes and pH fall Meat Sci 2000 54 23 34 https://doi.org/10.1016/S0309-1740(99)00055-8 10.1016/S0309-1740(99)00055-8 Search in Google Scholar

22 Damez JL, Clerjon S, Abouelkaram S, Lepetit J. Beef meat electrical impedance spectroscopy and anisotropy sensing for non-invasive early assessment of meat ageing. J Food Eng. 2008;85:116–122. https://doi.org/10.1016/j.jfoodeng.2007.07.026 DamezJL ClerjonS AbouelkaramS LepetitJ Beef meat electrical impedance spectroscopy and anisotropy sensing for non-invasive early assessment of meat ageing J Food Eng 2008 85 116 122 https://doi.org/10.1016/j.jfoodeng.2007.07.026 10.1016/j.jfoodeng.2007.07.026 Search in Google Scholar

23 Gabriel C, Gabriel S, Corthout E. The dielectric properties of biological tissues: I. Literature survey. 1996 Phys. Med. Biol. 1996;41:2231–2249. https://doi.org/10.1088/0031-9155/41/11/001 GabrielC GabrielS CorthoutE The dielectric properties of biological tissues: I. Literature survey 1996 Phys. Med. Biol 1996 41 2231 2249 https://doi.org/10.1088/0031-9155/41/11/001 10.1088/0031-9155/41/11/0018938024 Search in Google Scholar

24 Gabriel S, Lau R W, Gabriel C. The dielectric properties of biological tissues: II. Measurements in the frequency range 10 Hz to 20 GHz. 1996 Phys. Med. Biol. 1996;41:2251–2269. https://doi.org/10.1088/0031-9155/41/11/002 GabrielS Lau RW GabrielC The dielectric properties of biological tissues: II. Measurements in the frequency range 10 Hz to 20 GHz 1996 Phys. Med. Biol 1996 41 2251 2269 https://doi.org/10.1088/0031-9155/41/11/002 10.1088/0031-9155/41/11/0028938025 Search in Google Scholar

25 Gabriel S, Lau R W, Gabriel C. The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues. 1996 Phys. Med. Biol. 1996;41:2271–2293. https://doi.org/10.1088/0031-9155/41/11/003 GabrielS Lau RW GabrielC The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues 1996 Phys. Med. Biol 1996 41 2271 2293 https://doi.org/10.1088/0031-9155/41/11/003 10.1088/0031-9155/41/11/0038938026 Search in Google Scholar

26 Krzywinski M, Altman N. Visualizing samples with box plots. Nat. Methods. 2014;11:119–120. https://doi.org/10.1038/nmeth.2813 KrzywinskiM AltmanN Visualizing samples with box plots Nat. Methods 2014 11 119 120 https://doi.org/10.1038/nmeth.2813 10.1038/nmeth.281324645192 Search in Google Scholar

27 Streit M, Gehlenborg N. Bar charts and box plots. Nat. Methods. 2014;11:117. https://doi.org/10.1038/nmeth.2807 StreitM GehlenborgN Bar charts and box plots Nat. Methods 2014 11 117 https://doi.org/10.1038/nmeth.2807 10.1038/nmeth.2807 Search in Google Scholar

28 Lepetit J, Salé P, Favier R, Dalle R. Electrical impedance and tenderization in bovine meat. Meat Sci. 2002;60: 51–62. https://doi.org/10.1016/S0309-1740(01)00104-8 LepetitJ SaléP FavierR DalleR Electrical impedance and tenderization in bovine meat Meat Sci 2002 60 51 62 https://doi.org/10.1016/S0309-1740(01)00104-8 10.1016/S0309-1740(01)00104-8 Search in Google Scholar

29 Rahelić S, Puač S. Structure of beef longissimus dorsi muscle frozen at various temperatures: Part 1-histological changes in muscle frozen at −10, −22, −33, −78, −115 and −196°C. Meat Sci. 1985;14:63–72. https://doi.org/10.1016/0309-1740(85)90082-8 RahelićS PuačS Structure of beef longissimus dorsi muscle frozen at various temperatures: Part 1-histological changes in muscle frozen at −10, −22, −33, −78, −115 and −196°C Meat Sci 1985 14 63 72 https://doi.org/10.1016/0309-1740(85)90082-8 10.1016/0309-1740(85)90082-8 Search in Google Scholar

30 Egelandsdal B, Abie SM, Bjarnadottir S, Zhu H, Kolstad H, Bjerke F, Martinsen ØG, Mason A, Münch D. Detectability of the degree of freeze damage in meat depends on analytic-tool selection. Meat Sci. 2019;152:8–19. https://doi.org/10.1016/j.meatsci.2019.02.002 EgelandsdalB AbieSM BjarnadottirS ZhuH KolstadH BjerkeF MartinsenØG MasonA MünchD Detectability of the degree of freeze damage in meat depends on analytic-tool selection Meat Sci 2019 152 8 19 https://doi.org/10.1016/j.meatsci.2019.02.002 10.1016/j.meatsci.2019.02.002 Search in Google Scholar

31 Ngapo TM, Babare IH, Reynolds J, Mawson RF. Freezing rate storage effects on the ultrastructure of samples of pork. Meat Sci. 1999;53:158–168. https://doi.org/10.1016/s0309-1740(99)00051-0. NgapoTM BabareIH ReynoldsJ MawsonRF Freezing rate storage effects on the ultrastructure of samples of pork Meat Sci 1999 53 158 168 https://doi.org/10.1016/s0309-1740(99)00051-0 10.1016/S0309-1740(99)00051-0 Search in Google Scholar

32 Setyabrata D, Kim b. Impacts of aging/freezing sequence on microstructure, protein degradation and physico-chemical properties of beef muscles. Meat Sci. 2019;151:64–74. https://doi:10.1016/j.meatsci.2019.01.007. SetyabrataD Kimb Impacts of aging/freezing sequence on microstructure, protein degradation and physico-chemical properties of beef muscles Meat Sci 2019 151 64 74 https://doi:10.1016/j.meatsci.2019.01.007 10.1016/j.meatsci.2019.01.007 Search in Google Scholar

33 Grujić R, Petrović L, Pikula B, Amidžić L. Definition of the optimum freezing rate-1. Investigation of structure and ultrastructure of beef M. longissimus dorsi frozen at different freezing rates. Meat Sci. 1993;33:301–318. https://doi.org/10.1016/0309-1740(93)90003-Z GrujićR PetrovićL PikulaB AmidžićL Definition of the optimum freezing rate-1. Investigation of structure and ultrastructure of beef M. longissimus dorsi frozen at different freezing rates Meat Sci 1993 33 301 318 https://doi.org/10.1016/0309-1740(93)90003-Z 10.1016/0309-1740(93)90003-Z Search in Google Scholar

34 Salé P. Appareil de detection des viandres decongelees par mesure de conductance eletrique. Bulletin de l’Institut International du Froid. 1972;2:265–275. SaléP Appareil de detection des viandres decongelees par mesure de conductance eletrique Bulletin de l’Institut International du Froid 1972 2 265 275 Search in Google Scholar