Methodological aspects of using NIR spectroscopy to assess biochemical indicators in barley grain

Q4 Biochemistry, Genetics and Molecular Biology Proceedings on Applied Botany, Genetics and Breeding Pub Date : 2024-05-02 DOI:10.30901/2227-8834-2024-1-109-117
V. S. Popov, T. Shelenga, O. Kovaleva, V. Khoreva
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Abstract

Background. The possibility of applying near-infrared reflectance (NIR) spectroscopy for rapid assessment of various biochemical parameters in barley varieties and forms is discussed. The data obtained by the Biochemistry and Molecular Biology Department of VIR served to construct calibration models for the content of protein, starch, oil, beta-glucans, and total phenolic compounds (PhC) in grain, facilitating further screening of various barley samples.Materials and methods. The chemical composition of grain was studied in naked and covered spring barley (Hordeum vulgare L.) accessions grown in 2022 in the northwest of Russia. Calibration models were developed to measure the content of protein, oil, starch, beta-glucans, and PhC (80 accessions) in barley grain with the Matrix-I IR analyzer (Bruker Optics, Germany). The models were constructed on the basis of the data obtained by conventional techniques of chemical analysis. The protein/ nitrogen content was assessed using the Kjeldahl method, oil according to the method of defatted dry residue modified by S. V. Ruszkovsky, starch by the polarimetric method according to Evers, beta-glucans by gravimetric analysis, and the total PhC content by the Folin–Ciocâlteu method modified by Singleton and Rossi.Results. Statistical significance of the constructed calibration tests was compared with the results of measuring protein, starch, oil, beta-glucan and PhC levels by chemical methods. It was shown that the data of calibration techniques for protein and starch were significant, while the remaining models required improvement.Conclusion. The proposed method helps to preserve valuable source material, increases labor efficiency, and does not require chemical reagents. Scanning each sample makes it possible to obtain data for several indicators at once, with a specified replication and standard deviation.
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使用近红外光谱评估大麦谷物生化指标的方法学问题
背景。本文讨论了应用近红外反射(NIR)光谱快速评估大麦品种和形态的各种生化参数的可能性。大麦研究所生物化学和分子生物学部获得的数据可用于构建谷物中蛋白质、淀粉、油脂、β-葡聚糖和总酚类化合物(PhC)含量的校准模型,为进一步筛选各种大麦样品提供便利。对俄罗斯西北部 2022 年种植的裸大麦和覆盖春大麦(Hordeum vulgare L.)品种的谷粒化学成分进行了研究。利用 Matrix-I 红外分析仪(布鲁克光学仪器公司,德国)建立了大麦谷物中蛋白质、油脂、淀粉、β-葡聚糖和 PhC(80 个品种)含量的校准模型。这些模型是根据传统化学分析技术获得的数据建立的。蛋白质/氮含量采用凯氏定氮法评估,油脂采用 S. V. Ruszkovsky 改良的脱脂干残渣法,淀粉采用 Evers 改良的极谱法,β-葡聚糖采用重量分析法,总 PhC 含量采用 Singleton 和 Rossi 改良的 Folin-Ciocâlteu 法。将所建校准测试的统计意义与用化学方法测量蛋白质、淀粉、油脂、β-葡聚糖和 PhC 含量的结果进行了比较。结果表明,蛋白质和淀粉的校准技术数据显著,而其余模型则需要改进。建议的方法有助于保存有价值的原始材料,提高劳动效率,并且不需要化学试剂。对每个样品进行扫描,可以同时获得多个指标的数据,并具有一定的重复性和标准偏差。
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来源期刊
Proceedings on Applied Botany, Genetics and Breeding
Proceedings on Applied Botany, Genetics and Breeding Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
0.70
自引率
0.00%
发文量
65
审稿时长
12 weeks
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