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Analysis and Evaluation of Amino Acid Composition in Different Macadamia ternifolia Germplasm
Tao ZHANG, Haiyun SONG, Peng HE, Yuanrong WEI, Peng XU, Qiujin TAN, Shufang ZHENG, Zhenshi QIN, Yuming LU, Wenlin WANG
Journal of Agricultural Science and Technology    2022, 24 (1): 119-127.   DOI: 10.13304/j.nykjdb.2021.0413
Abstract   (202 HTML5 PDF(pc) (1666KB)(54)  

In order to understand the relationship between different Macadamia germplasms and the amino acid composition of nuts, and screen germplasm resources of Macadamia variety suitable for functional amino acid beverage processing, 10 varieties of excellent macadamia germplasm were selected as materials, and the compositions and contents of amino acids of different Macadamia germplasms were analyzed. The quality characteristics of different Macadamia germplasms were evaluated by hierarchical cluster analysis (HCA), orthogonal partial further squares discrimination analysis (OPLS-DA)and other multivariate statistical analysis methods. The results showed that there were a complete range of amino acids in Macadamia nuts, and there were significant differences in contents of Glu, Arg and Met among different Macadamia germplasm. 10 Macadamia germplasms were classified into 2 groups by HCA, and the class Ⅱ including 6 Macadamia germplasms with better quality. OPLS-DA indicated the model was accurate and reliable, and characteristic amino acid fractions with significant differences between the 2 classes were found, which proved that the six Macadamia germplasms of Class Ⅱ had better overall amino acid quality with high contents of Glu and Arg. They could be used as germplasm resources for selecting and breeding Macadamia varieties suitable for functional amino acid beverage processing, which provided theoretical support for the effective breeding of Macadamia varieties and the high value utilization of Macadamia amino acid quality.


氨基酸Amino-acid第Ⅰ类 Class Ⅰ第Ⅱ类Class Ⅱ
必需氨基酸 Essential amino-acid苏氨酸 Thr0.2550.290
缬氨酸 Val0.3330.351
蛋氨酸 MetΔ0.0640.065
异亮氨酸 IleΔ0.2360.271
亮氨酸 LeuΔ0.4530.499
苯丙氨酸 PheΔ0.2780.303
赖氨酸 LysΔ0.3540.398
半必需氨基酸 Semiessential amino acid组氨酸 His0.1800.182
精氨酸 ArgΔ0.9611.189*
非必需氨基酸 Non-essential amino acid天冬氨酸 AspΔ0.6570.781
丝氨酸 Ser0.3370.364
谷氨酸 GluΔ1.5932.112*
脯氨酸 Pro0.2670.304
甘氨酸 GlyΔ0.3910.423
丙氨酸 Ala0.3180.347
半胱氨酸 Cys0.1740.186
酪氨酸 Tyr0.3500.405

氨基酸总量 Total amino acid

必需氨基酸总量 Total essential amino acids

药效氨基酸总量 Total pharmacodynamic amino acids

7.1988.469*
1.9712.176*
4.9846.041*
Table 2 Contents of amino acids in different cluster of Macadamia germplasms
Extracts from the Article
为了解不同澳洲坚果种质与其果仁氨基酸组分间的关系,筛选适合功能性氨基酸饮料加工的澳洲坚果品种,选取10株澳洲坚果优良种质的果实,对其果仁的氨基酸组成及含量进行测定,通过系统聚类分析(hierarchical cluster analysis,HCA)和正交偏最小二乘-判别法(orthogonal partial least squares discrimination analysis,OPLS-DA)等对不同澳洲坚果种质的果仁氨基酸品质特征展开分析评价。结果表明,澳洲坚果氨基酸种类齐全,Glu、Arg、Met在不同种质间具有显著差异;聚类分析将10份澳洲坚果种质划分为2类,其中,第Ⅱ类包含6份澳洲坚果种质,其果仁氨基酸综合品质较好。OPLS-DA表明构建的模型准确可靠,并找到了2类间差异显著的特征性氨基酸组分,进一步证明第Ⅱ类种质果仁的氨基酸综合品质较好,尤其Glu、Arg两种药效氨基酸含量相对较高,可用于选育适合功能性氨基酸饮料加工的种质资源,为优质澳洲坚果的选育以及澳洲坚果氨基酸的高值化利用提供了理论支撑。
对不同类群澳洲坚果种质氨基酸含量的平均值进行分析,结果(表2)表明,第Ⅱ类群的17种氨基酸和3类氨基酸的平均值均高于第Ⅰ类群,其中,Arg、Glu含量及氨基酸总量、必需氨基酸总量、药效氨基酸总量在两类群间存在显著差异,表明第Ⅱ类澳洲坚果种质的氨基酸综合品质更好。
分别对2类澳洲坚果种质的判别模型进行20次置换后验证,结果(图3)表明,2个模型 Q2的一元线性回归曲线在纵轴上的截距均小于零,说明2个模型均不存在过拟合现象,模型可靠,可用于2类澳洲坚果种质的判别分析。
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