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Chemometric Analysis of the Amino Acid Requirements of Antioxidant Food Protein Hydrolysates

机译:化学计量学分析抗氧化食品蛋白质水解产物的氨基酸需求

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摘要

The contributions of individual amino acid residues or groups of amino acids to antioxidant activities of some food protein hydrolysates were investigated using partial least squares (PLS) regression method. PLS models were computed with amino acid composition and 3-z scale descriptors in the X-matrix and antioxidant activities of the samples in the Y-matrix; models were validated by cross-validation and permutation tests. Based on coefficients of the resulting models, it was observed that sulfur-containing (SCAA), acidic and hydrophobic amino acids had strong positive effects on scavenging of 2,2-diphenyl-1-picrylhydrazyl (DPPH) and H2O2 radicals in addition to ferric reducing antioxidant power. For superoxide radicals, only lysine and leucine showed strong positive contributions while SCAA had strong negative contributions to scavenging by the protein hydrolysates. In contrast, positively-charged amino acids strongly contributed negatively to ferric reducing antioxidant power and scavenging of DPPH and H2O2 radicals. Therefore, food protein hydrolysates containing appropriate amounts of amino acids with strong contribution properties could be potential candidates for use as potent antioxidant agents. We conclude that information presented in this work could support the development of low cost methods that will efficiently generate potent antioxidant peptide mixtures from food proteins without the need for costly peptide purification.
机译:使用偏最小二乘(PLS)回归方法研究了单个氨基酸残基或氨基酸组对某些食品蛋白质水解产物抗氧化活性的影响。用氨基酸组成和3-矩阵比例描述符在X-矩阵和样品在Y-矩阵中的抗氧化活性计算PLS模型;通过交叉验证和置换测试对模型进行验证。根据所得模型的系数,可以观察到除三价铁外,含硫(SCAA),酸性和疏水性氨基酸对清除2,2-二苯基-1-吡啶并肼基(DPPH)和H2O2自由基具有强大的积极作用降低抗氧化能力。对于超氧自由基,只有赖氨酸和亮氨酸表现出很强的正作用,而SCAA对蛋白质水解产物的清除有很强的负作用。相反,带正电荷的氨基酸对三价铁降低抗氧化能力以及清除DPPH和H2O2自由基有很大的负面作用。因此,含有适量氨基酸且具有强贡献特性的食品蛋白质水解物可能成为潜在的有效抗氧化剂。我们得出的结论是,这项工作中提供的信息可以支持低成本方法的开发,这些方法可以有效地从食物蛋白中生成有效的抗氧化剂肽混合物,而无需进行昂贵的肽纯化。

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