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

https://doi.org/10.30901/2227-8834-2024-1-109-117

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.

About the Authors

V. S. Popov
N.I. Vavilov All-Russian Institute of Plant Genetic Resources
Russian Federation

Vitaliy S. Popov, Cand. Sci. (Engineering), Senior Researcher,

42, 44 Bolshaya Morskaya Street, St. Petersburg 190000



T. V. Shelenga
N.I. Vavilov All-Russian Institute of Plant Genetic Resources
Russian Federation

Tatiana V. Shelenga, Cand. Sci. (Biology), Leading Researcher,

42, 44 Bolshaya Morskaya Street, St. Petersburg 190000



O. N. Kovaleva
N.I. Vavilov All-Russian Institute of Plant Genetic Resources
Russian Federation

Olga N. Kovaleva, Cand. Sci. (Biology), Leading Researcher, 

42, 44 Bolshaya Morskaya Street, St. Petersburg 190000



V. I. Khoreva
N.I. Vavilov All-Russian Institute of Plant Genetic Resources
Russian Federation

Valentina I. Khoreva, Cand. Sci. (Biology), Leading Researcher,

42, 44 Bolshaya Morskaya Street, St. Petersburg 190000



References

1. Efimenko S.G., Efimenko S.K. Determination of oil and moisture contents in mustard seeds using IR spectrometry. Oil Crops. Scientific and Technical Bulletin of VNIIMK. 2019;4(180):36-44. [in Russian]. DOI: 10.25230/2412-608Х2019-4-180-36-44

2. Efimenko S.G., Efimenko S.K., Kucherenko L.A., Nagalevskaya Ya.A. Quick-assay of the content of the main fatty acids in oil of rapeseed seeds by means of IR-spectrometry. Oil Crops. Scientific and Technical Bulletin of VNIIMK. 2015;4(164):35-40. [in Russian].

3. Efimenko S.G., Kucherenko L.A., Efimenko S.K., Nagalevskaya Ya.A. Evaluation of the general qualitative traits of soybean seeds using IR-spectrometry. Oil Crops. Scientific and Technical Bulletin of VNIIMK. 2016;3(167):33-38. [in Russian].

4. Ermakov A.I., Arasimovich V.V., Yarosh N.P., Peruanskiy Yu.V., Lukovnikova G.A., Ikonnikova M.I. Methods of biochemical research in plants (Metody biokhimicheskogo issledovaniya rasteniy). A.I. Ermakov (ed.). 3rd ed. Leningrad: Agropromizdat; 1987. [in Russian].

5. Garkavy P.F., Pylneva P.N. Amino acid composition of grain in common and high-lysine forms of barley (Aminokislotny sostav zerna obychnykh i vysokolizinovykh form yachmenya). Vestnik selskokhozyaystvennoy nauki = Bulletin of Agricultural Science. 1980;7;71-73. [in Russian].

6. GOST 32749-2014. Interstate standard. Oilseeds, oilcakes and oilmeals. Determination of moisture, oil, protein and fiber by Near-Infrared Reflectance. Moscow: Standartinform; 2019. [in Russian]. URL: https://docs.cntd.ru/document/1200111470 [дата обращения: 21.07.2023].

7. Khoreva V.I., Popov V.S., Kon’kova N.G. Application of the IR spectrometry method in the screening study of various oat species. Ecological Genetics. 2022;20(4):349-357. DOI: 10.17816/ecogen108503

8. Kovaleva O.N., Ivanova N.N., Khoreva V.I., Teplyakova S.B., Potokina E.K. Catalogue of the VIR global collection. Issue 851. Barley. Agrobiological characterization of barley accessions and results of molecular testing of alleles of PPD photoperiodic reaction genes and VRN vernalization genes. I.G. Loskutov (ed.). St. Petersburg: VIR; 2017. [in Russian].

9. Kozmina N.P. Biochemistry of grain and products of its processing (Biokhimiya zerna i produktov ego pererabotki). Moscow: Kolos; 1976. [in Russian].

10. Krasilnikov V.N., Barsukova N.V., Popov V.S. Roles of oat beta-glucan in functional and dietetic food. Problemy ekonomiki i upravleniya v torgovle i promyshlennosti = Problems of Economics and Management in Trade and Industry. 2014;2(6):78-83. [in Russian].

11. Loskutov I.G., Kovaleva O.N., Blinova E.V. (comp.). Methodological guidelines for the study and preservation of the world collection of barley and oats (Metodicheskiye ukazaniya po izucheniyu i sokhraneniyu mirovoy kollektsii yachmenya i ovsa). I.G. Loskutov (ed.). St. Petersburg: VIR; 2012. [in Russian].

12. Peng X.R., Liu J.Q., Wang C.F., Han Z.H., Shu Y., Li X.Y. et al. Unusual prenylated phenols with antioxidant activities from Ganoderma cochlear. Food Chemistry. 2015;171:251- 257. DOI: 10.1016/j.foodchem.2014.08.127

13. Pleshkov B.P. Biochemistry of agricultural plants (Biokhimiya selskokhozyaystvennykh rasteniy). Moscow: Agropromizdat; 1987. [in Russian].

14. Popov V.S., Konarev A.V., Kovaleva O.N., Konkova N.G., Khoreva V.I. Weight method for determination of soluble β-glucans in barley grain. Proceedings on Applied Botany, Genetics and Breeding. 2023;184(4):45-52. DOI: 10.30901/2227-8834-2023-4-45-52

15. Results for 2023. Sown areas of cereals and grain legumes in Russia (Itogi za 2023 god. Posevnye ploshchadi zernovykh i zernobobovykh kultur v Rossii). Agrovestnik Internet Portal; Aug. 16, 2023. [in Russian]. URL: https://agrovesti.net/lib/industries/cereals/itogi-za-2023-god-posevnye-ploshchadi-zernovykhi-zernobobovykh-kultur-v-rossii.html [дата обращения 21.01.2024].

16. Ribalka O.I., Polishchuk S.S., Kirdoglo E.K., Morgun B.V. Genetic and breeding criteria for the direct development of naked food barley cultivars (Genetichnі ta selekcіjnі kriterіi stvorennya sortіv golozernogo yachmenyu harchovogo napryamu). Physiology and Biochemistry of Cultivated Plants. 2013;45(3):187-205. [in Ukrainian].

17. Shvachko N.A., Loskutov I.G., Semilet T.V., Popov V.S., Kovaleva O.N., Konarev A.V. Bioactive components in oat and barley grain as a promising breeding trend for functional food production. Molecules. 2021;26(8):2260. DOI: 10.3390/molecules26082260

18. Singleton V.L., Rossi J.A. Colorimetry of total phenolics with phosphomolybdic-phosphotungstic acid reagents. American Journal of Enology and Viticulture. 1965;16(3):144-158. DOI: 10.5344/ajev.1965.16.3.144

19. Wiegmann M., Maurer A., Pham A., March T.J., Al-Abdallat A., Thomas W.T.B. et al. Barley yield formation under abiotic stress depends on the interplay between flowering time genes and environmental cues. Scientific Reports. 2019;9(1):6397. DOI: 10.1038/s41598-019-42673-1

20. Wood P.J., Paton D., Siddiqui I.R. Determination of beta-glucan in oats and barley. Cereal Chemistry. 1977;54:524-533.


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Subject Methodological aspects of using NIR spectroscopy to assess biochemical indicators in barley grain
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Popov V.S., Shelenga T.V., Kovaleva O.N., Khoreva V.I. Methodological aspects of using NIR spectroscopy to assess biochemical indicators in barley grain. Proceedings on applied botany, genetics and breeding. 2024;185(1):109-117. (In Russ.) https://doi.org/10.30901/2227-8834-2024-1-109-117

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ISSN 2227-8834 (Print)
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