FOOD SCIENCE ›› 2022, Vol. 43 ›› Issue (19): 48-57.doi: 10.7506/spkx1002-6630-20210726-297

• Basic Research • Previous Articles     Next Articles

Partial Least Squares Regression for Studying the Texture Characteristics of Tibetan Chicken Breast Meat

ZHANG Xiaoqian, SUN Yue, CHI Fumin, LIU Lei, WANG Peng, XU Xinglian   

  1. (1. National Center of Meat Quality and Safety Control, College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; 2. College of Food Science, Tibet Agricultural and Animal Husbandry University, Nyingchi 860000, China)
  • Online:2022-10-15 Published:2022-10-26

Abstract: In order to reveal the unique texture characteristics of Tibetan chicken breast meat and their correlation with chemical composition and microstructure, this study tested the shear force, texture profile analysis (TPA) parameters and stress relaxation characteristics of breast meat from Tibetan chicken, and Xueshan chicken, spent hen and white feathered broilers with the same age or body mass as Tibetan chicken, and it also analyzed the correlation between the texture properties and chemical properties (moisture content, fat content, protein content, collagen content, and pH) as well as histological characteristics (muscle fiber diameter and density). Meanwhile, partial least squares regression (PLSR) was used to explore the significant factors that affect the texture characteristics of chicken meat. Our results indicated that PLSR could quantify various chemical indices related to chicken meat texture as comprehensive quality indices. Shear force was more suitable to establish a model to predict chicken meat texture properties. The R2X and R2Y of the proposed model were 0.621 and 0.739, respectively, suggesting good fitness. The Q2cum of the model was above 0.6, showing acceptable prediction accuracy. The loading plot showed that shear force was positively correlated with pH, total collagen content and muscle fiber diameter significantly (P < 0.05), but was negatively correlated with fat content, muscle fiber density, soluble collagen content and collagen solubility significantly (P < 0.05). Collagen solubility, muscle fiber density, soluble collagen content and muscle fiber diameter all contributed significantly to the model. These findings provide data support for revealing the unique “chewiness” of Tibetan chicken meat from the perspective of its texture, and a theoretical basis to enrich research on meat mechanical properties.

Key words: Tibetan chicken; tenderness; texture; partial least squares regression

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