1,112
Views
8
CrossRef citations to date
0
Altmetric
Papers

Predicting the quality traits of white striped turkey breast by visible/near infra-red spectroscopy and multivariate data analysis

ORCID Icon, , ORCID Icon & ORCID Icon
Pages 676-686 | Received 25 Jan 2020, Accepted 27 May 2020, Published online: 01 Jul 2020

References

  • Abu-Khalaf N. 2015. Sensing tomato’s pathogen using Visible/Near Infrared (VIS/NIR) spectroscopy and multivariate data analysis (MVDA). Palest Tech Univ Res J. 3(1):12–22.
  • Baldi G, Soglia F, Mazzoni M, Sirri F, Canonico L, Babini E, Laghi L, Cavani C, Petracci M. 2018. Implications of white striping and spaghetti meat abnormalities on meat quality and histological features in broilers. Animal. 12(1):164–173.
  • Brondum J, Munck L, Henckel P, Karlsson A, Tornberg E, Engelsen SB. 2000. Prediction of water-holding capacity and composition of porcine meat by comparative spectroscopy. Meat Sci. 55(2):177–185.
  • Cozzolino D, Martins V, Murray I. 2002. Visible and near infrared spectroscopy of beef longissimusdorsi muscle as a means of discriminating between pasture and corn silage feeding regimes. J Near Infrared Spectrosc. 10(3):187–193.
  • Dagnew MD, Crowe TG, Schoenau JJ. 2004. Measurement of nutrients in Saskatchewan hog manures using near-infrared spectroscopy. Can Biosyst Eng. 46:33–37.
  • Gardner CM. 2018. Transmission versus reflectance spectroscopy for quantitation. J Biomed Opt. 23(1):018001.
  • Geronimo BC, Mastelini SM, de Carvalho RH, Junior SB, Barbin DF, Shimokomaki M, Ida EI. 2019. Computer vision system and near-infrared spectroscopy for identification and classification of chicken with wooden breast, and physicochemical and technological characterization. Infrared Phys Technol. 96:303–310.
  • He HJ, Wu D, Sun DW. 2013. Non-destructive and rapid analysis of moisture distribution in farmed Atlantic salmon (Salmosalar) fillets using visible and near-infrared hyperspectral imaging. Innovative Food Sci Emerg Technol. 18:237–245.
  • Helrick K. 1990. Official methods of analysis. Association of Official Analytical Chemists Publ., 17th ed. Gaithersburg (MD): AOAC.
  • Jeacocke RE. 2007. Continuous measurements of the pH of beef muscle in intact beef carcases. Int J Food Sci Technol. 12(4):375–386.
  • Jiang H, Yoon SC, Zhuang H, Wang W, Li Y, Yang Y. 2019. Integration of spectral and textural features of visible and near-infrared hyperspectral imaging for differentiating between normal and white striping broiler breast meat. Spectrochim Acta A Mol Biomol Spectrosc. 213:118–126.
  • Jolliffe I. 2011. Principal component analysis. In: Abdi, H. and Kwarteng, P., editors. International encyclopedia of statistical science. Berlin: Springer; p. 1094–1096.
  • Kapper C, Klont RE, Verdonk JMAJ, Williams PC, Urlings HAP. 2012. Prediction of pork quality with near infrared spectroscopy (NIRS) 2. Feasibility and robustness of NIRS measurements under production plant conditions. Meat Sci. 91(3):300–305.
  • Kuttappan VA, Brewer VB, Apple JK, Waldroup PW, Owens CM. 2012. Influence of growth rate on the occurrence of white striping in broiler breast fillets. Poult Sci. 91 (10):2677–2685.
  • Kuttappan VA, Brewer VB, Mauromoustakos A, McKee SR, Emmert JL, Meullenet JF, Owens CM. 2013. Estimation of factors associated with the occurrence of white striping in broiler breast fillets. Poult Sci. 92(3):811–819.
  • Kuttappan VA, Lee YS, Erf GF, Meullenet JF, McKee SR, Owens CM. 2012. Consumer acceptance of visual appearance of broiler breast meat with varying degrees of white striping. Poult Sci. 91 (5):1240–1247.
  • Kuttappan VA, Owens CM, Coon C, Hargis BM, Vazquez-Anon M. 2017. Incidence of broiler breast myopathies at 2 different ages and its impact on selected raw meat quality parameters. Poult Sci. 96(8):3005–3009.
  • Legin A, Rudnitskaya A, Clapham D, Seleznev B, Lord K, Vlasov Y. 2004. Electronic tongue for pharmaceutical analytics: quantification of tastes and masking effects. Anal Bioanal Chem. 380 (1):36–45.
  • McDevitt RM, Gavin AJ, Andrés S, Murray I. 2005. The ability of visible and near infrared reflectance spectroscopy to predict the chemical composition of ground chicken carcasses and to discriminate between carcasses from different genotypes. J Near Infrared Spectrosc. 13 (3):109–117.
  • Meulemans A, Dotreppe O, Leroy B, Istasse L, Clinquart A. 2003. Prediction of organoleptic and technological characteristics of pork meat by near infrared spectroscopy. Viandes&ProduitsCarnés-Hors Série 9èmes Journées Sciences du Muscle et Technologies des Viandes. 23 :259–262.
  • Millmier A, Lorimor J, HurburghJr C, Fulhage C, Hattey J, Zhang H. 2000. Near-infrared sensing of manure nutrients. Trans ASAE. 43 (4):903.
  • Moran L, Andres S, Allen P, Moloney AP. 2018. Visible and near infrared spectroscopy as an authentication tool: preliminary investigation of the prediction of the ageing time of beef steaks. Meat Sci. 142:52–58.
  • Mudalal S. 2019. Incidence of white striping and its effect on the quality traits of raw and processed turkey breast meat. Food Sci Anim Resour. 39(3):410–417.
  • Mudalal S, Lorenzi M, Soglia F, Cavani C, Petracci M. 2015. Implications of white striping and wooden breast abnormalities on quality traits of raw and marinated chicken meat. Animal. 9 (4):728–734.
  • Petracci M, Mudalal S, Babini E, Cavani C. 2014. Effect of white striping on chemical composition and nutritional value of chicken breast meat. Ital J Anim Sci. 13 (1):3138.
  • Petracci M, Mudalal S, Bonfiglio A, Cavani C. 2013. Occurrence of white striping under commercial conditions and its impact on breast meat quality in broiler chickens. Poult Sci. 92(6):1670–1675.
  • Petracci M, Soglia F, Madruga M, Carvalho L, Ida E, Estévez M. 2019. Wooden‐breast, white striping, and spaghetti meat: causes, consequences and consumer perception of emerging broiler meat abnormalities. Compr Rev Food Sci Food Saf. 18(2):565–583.
  • Russo E, Drigo M, Longoni C, Pezzotti R, Fasoli P, Recordati C. 2015. Evaluation of white striping prevalence and predisposing factors in broilers at slaughter. Poult Sci. 94(8):1843–1848.
  • Sihvo HK, Immonen K, Puolanne E. 2014. Myodegeneration with fibrosis and regeneration in the pectoralis major muscle of broilers. Vet Pathol. 51 (3):619–623.
  • Soglia F, Baldi G, Laghi L, Mudalal S, Cavani C, Petracci M. 2018. Effect of White Striping on turkey breast meat quality. Animal. 12(10):2198–2204.
  • Soglia F, Mazzoni M, Petracci M. 2018. Spotlight on avian pathology: current growth-related breast meat abnormalities in broilers. Avian Pathol. 48(1):1–3.
  • Tijare VV, Yang FL, Kuttappan VA, Alvarado CZ, Coon CN, Owens CM. 2016. Meat quality of broiler breast fillets with white striping and woody breast muscle myopathies. Poultr Sci. 95(9):2167–2173.
  • Traffano-Schiffo M, Castro-Giraldez M, Colom R, Fito P. 2017. Development of a spectrophotometric system to detect white striping physiopathy in whole chicken carcasses. Sens. 17(5):1024.
  • Werner C, Riegel J, Wicke M. 2008. Slaughter performance of four different turkey strains, with special focus on the muscle fiber structure and the meat quality of the breast muscle. Poult Sci. 87(9):1849–1859.
  • Williams P, Norris K. 1987. Near-infrared technology in the agricultural and food industries. Saint Paul: Cereal Chem. Inc.
  • Wold JP, Mage I, Lovland A, Sanden KW, Ofstad R. 2019. Near-infrared spectroscopy detects woody breast syndrome in chicken fillets by the markers protein content and degree of water binding. Poult Sci. 98(1):480–490.
  • Wold S, Sjostrom M, Eriksson L. 2001. PLS-regression: a basic tool of chemometrics. Chemometr. Intell. Lab Syst. 58(2):109–130.
  • Yancey JWS, Apple JK, Meullenet JF, Sawyer JT. 2010. Consumer responses for tenderness and overall impression can be predicted by visible and near-infrared spectroscopy, Meullenet–Owens razor shear, and Warner–Bratzler shear force. Meat Sci. 85 (3):487–492.
  • Yang Y, Zhuang H, Yoon SC, Wang W, Jiang H, Jia B. 2018. Rapid classification of intact chicken breast fillets by predicting principal component score of quality traits with visible/near-Infrared spectroscopy. Food Chem. 244:184–189.
  • Zaid A, Abu-Khalaf N, Mudalal S, Petracci M. 2020. Differentiation between normal and white striped turkey breasts by visible/near infrared spectroscopy and multivariate data analysis. Food Sci Anim Resour. 40(1):96–105.
  • Zampiga M, Soglia F, Baldi G, Petracci M, Strasburg GM, Sirri F. 2020. Muscle abnormalities and meat quality consequences in modern turkey hybrids. Front Physiol. 12(10):2198–2204.