食品科学 ›› 2025, Vol. 46 ›› Issue (16): 322-305.doi: 10.7506/spkx1002-6630-20241204-024

• 包装贮运 • 上一篇    

基于OPLS-DA和熵权-Topsis法研究一氧化氮提升冷却猪肉品质

叶永茂,葛庆丰,吴满刚,于海,刘瑞   

  1. (扬州大学食品科学与工程学院,江苏?扬州 225127)
  • 发布日期:2025-07-22
  • 基金资助:
    江苏省优秀青年基金项目(BK20230070);扬州大学大学生学术科技创新基金项目(XCX20231062)

Effect of Nitric Oxide on Improving Chilled Pork Quality Based on OPLS-DA and Entropy-Weight Topsis Method

YE Yongmao, GE Qingfeng, WU Mangang, YU Hai, LIU Rui   

  1. (College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China)
  • Published:2025-07-22

摘要: 本研究应用一氧化氮(NO)短时气调处理冷却猪肉,以期改善冷却猪肉肉色、延长货架期以及提升冷却猪肉综合品质。根据气调风速、气体浓度和时间单因素试验结果,应用正交偏最小二乘判别分析、主成分分析和Pearson相关性分析,筛选冷却猪肉理化品质综合评价指标为红度(a*值)、贮藏损失、硬度、挥发性盐基氮含量,并与感官评分构成冷却猪肉综合品质评价体系,通过熵权-Topsis法得出最终评价模型为Y=0.145×a*+0.113×贮藏损失+0.112×硬度+0.130×挥发性盐基氮含量+0.500×感官评分。响应面法确定最佳处理条件为风速1.10 m/s、NO浓度117 µL/L、时间41 min。应用该工艺处理冷却猪肉并进行贮藏研究,结果表明该条件处理能够有效减少菌落总数、挥发性盐基氮含量以及提高亚硝基肌红蛋白含量,本研究可为提升冷却猪肉品质提供一种可行性方案,并为冷却猪肉品质提供一种综合评价模型。

关键词: 冷却猪肉;一氧化氮;气调处理;熵权-Topsis法;响应面法

Abstract: This study applied short-term nitric oxide (NO) modified atmosphere treatment to improve the color, extend the shelf life, and enhance the overall quality of chilled pork. Based on the results of single factor experiments involving gas flow rate, NO concentration, and processing time, orthogonal partial least squares-discriminant analysis (OPLS-DA), principal component analysis (PCA), and Pearson correlation analysis were applied to select redness value (a*), storage loss, hardness, and volatile basic nitrogen (VBN) content as indicators for comprehensive quality evaluation of chilled pork, which were used, together with sensory evaluation score to establish a comprehensive quality evaluation system. The entropy weight-Topsis method was used to develop an evaluation model as follows: Y = 0.145 × a* + 0.113 × storage loss + 0.112 × hardness + 0.130 × VBN content + 0.500 × sensory score. Using response surface methodology (RSM), the optimal processing conditions were determined as 1.10 m/s, 117 µL/L and 41 min for gas flow rate, NO concentration and treatment time, respectively. Under the optimized conditions, the total bacterial number and VBN content in chilled pork were decreased, the content of nitrosomyoglobin was increased. This study has provided a feasible solution to improve the quality of chilled pork and also presented a comprehensive evaluation model for its quality.

Key words: chilled pork; nitric oxide; modified atmosphere treatment; entropy weight-Topsis method; response surface methodology

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