食品科学 ›› 2022, Vol. 43 ›› Issue (2): 361-368.doi: 10.7506/spkx1002-6630-20210103-009

• 安全检测 • 上一篇    

基于脂肪酸指纹的放牧与舍饲牛肉真实性判别模型建立

姬彩霞,闫鑫磊,刘梦静,郭军   

  1. (内蒙古农业大学食品科学与工程学院,内蒙古 呼和浩特 010018)
  • 出版日期:2022-01-25 发布日期:2022-01-29
  • 基金资助:
    内蒙古自治区应用技术研究与开发资金计划项目(201702089)

Establishment of a Model for Authenticating Pastured and Barn-fed Beef Based on Fatty Acid Fingerprints

JI Caixia, YAN Xinlei, LIU Mengjing, GUO Jun   

  1. (College of Food Science and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China)
  • Online:2022-01-25 Published:2022-01-29

摘要: 为论证以脂肪酸指纹建立模型判别牛肉放牧和舍饲来源的可行性,从内蒙古优势肉牛养殖带8 个旗县/区采集放牧和舍饲牛股二头肌、背最长肌和肋部皮下脂肪共91 份,气相色谱法测定脂肪酸,进行主成分分析(principal component analysis,PCA)和描述性统计,并建立软独立建模分类(soft independent modeling of class analogies,SIMCA)判别模型。结果表明:8 个旗县/区全部样品按放牧和舍饲分开聚类;草原和农区牛肉分开聚类;呼伦贝尔和锡林郭勒草原牛肉聚类有分离;东部区科尔沁左翼后旗和正蓝旗舍饲牛肉单独聚类,中西部和林格尔县和乌审旗舍饲牛肉有分离趋势。放牧牛肉n-3多不饱和脂肪酸(polyunsaturated fatty acids,PUFA)、α-C18:3 n3 (α-亚麻酸)、C18:0和C14:0含量都显著高于舍饲,其中n-3 PUFA含量是舍饲牛肉的1.6 倍,α-亚麻酸含量是舍饲牛肉的2.2 倍;舍饲牛肉n-6 PUFA、C18:1 n9c和C18:2 n6c(亚油酸)含量显著高于放牧牛肉;放牧牛肉n-6 PUFA∶n-3 PUFA为3.6∶1,较为理想;但脂肪酸配对和配伍检验,饲养模式和地区间均无整体差异,说明传统统计在指标数据集整体模式分析方面具有局限性。3 个部位脂肪酸分别进行PCA,对放牧和舍饲牛肉的区分效果均优于总样本PCA结果;肋部皮下脂肪脂肪酸对放牧和舍饲牛肉的聚类距离最远,建立SIMCA模型,对放牧和舍饲牛肉判别的内部和外部验证正确率分别为100.0%和92.6%。基于脂肪酸建模判别放牧和舍饲牛肉真实性可行,为肉类真实性判别研究提供了创新的思路和方法。

关键词: 牛肉;真实性判别;脂肪酸指纹;放牧;舍饲;软独立建模分类

Abstract: This work was undertaken in order to demonstrate the feasibility of establishing a model based on fatty acid (FA) fingerprints to discriminate between beef from pasturing and barn feeding systems. A total of 91 samples of biceps femoris, longissimus dorsi, and costal subcutaneous fat from pastured and barn fed cattle from eight counties/banners in the dominant beef cattle farming belt of Inner Mongolia were collected for determination of fatty acids (FAs) by gas chromatography (GC), and principal component analysis (PCA) and descriptive statistics were conducted on the obtained data. Furthermore, soft independent modeling of class analogy (SIMCA) was used to establish a model to authenticate pastured and barn-fed beef. Results indicated that all samples were clustered into pasturing and barn feeding groups, that beef samples from grassland and agricultural areas were also clustered separately, that grassland beef samples from Hulun Buir and Xilingol could be separated, that barn-fed beef samples from Horqin Left Wing Rear Banner and Zhenglan Banner in the eastern region were grouped separately, and that barn-fed beef samples from Helingeer?county and Uxin Banner in the mid-western regions tended to be separated. The contents of n-3 polyunsaturated fatty acids (PUFAs), α-C18:3 n3 (α-linolenic acid), C18:0 and C14:0 in pastured beef were significantly higher than those in barn-feeding beef, and the contents of n-3 PUFAs and α-linolenic acid increased by 1.6 and 2.2 times, respectively. On the other hand, the contents of n-6 PUFAs, C18:1 n9c and C18:2 n6c (linoleic acid) in barn-fed beef were significantly higher than those in pastured beef. The ratio of n-6 to n-3 PUFAs in pastured beef was 3.6, closer to the ideal value. However, the paired t-test and blocked F test on means could not distinguish feeding systems or regions in terms of FA profiles, implying that the conventional statistics has limited ability to evaluate the overall pattern of indicator datasets. PCA performed on FA profiles of the three cuts showed better clustering effect on pastured and barn-fee beef than all samples. FAs of costal subcutaneous fat exhibited the farthest clustering distance for both pastured and barn-fee beef. The internal and external verification accuracy of the established SIMCA model were 100% and 92.6%, respectively. FA-based modeling is feasible to distinguish pastured from barn-fed beef. This study can provide innovative ideas and methods for further studies on meat authentication.

Key words: beef; authentication; fatty acid fingerprint; pasturing; barn feeding; soft independent modeling of class analogies

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