Research Progress on the Vibrational Spectroscopy Technology in the Quality Detection of Fish Oil
MA Hu-yishan1, 2, PAN Nan2, LIN Zhen-yu3, CHEN Xiao-ting2, WU Jing-na4, ZHANG Fang1*, LIU Zhi-yu2*
1. College of Biological Sciences and Engineering, Fuzhou University, Fuzhou 350108, China
2. National Research and Development Center for Marine Fish Processing(Xiamen), Fisheries Research Institute of Fujian, Xiamen 361013, China
3. MOE Key Laboratory of Analysis and Detection for Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection Technology for Food Safety, College of Chemistry, Fuzhou University, Fuzhou 350108, China
4. Xiamen Key Laboratory of Marine Medicinal Natural Products Resources, Xiamen Medical College, Xiamen 361023, China
Abstract:Fish oil is rich in ω-3 polyunsaturated fatty acids, such as Eicosapentaenoic Acid (EPA) and Docosahexaenoic Acid (DHA), which positively prevent and treat cardiovascular diseases. Its efficacy is directly related to its quality. With the increasing demand for the quality and safety of fish oil from consumers, the development and application of rapid detection technology are of great significance for monitoring the production process of fish oil and ensuring the quality of the products. Spectra are closely related to the composition and content of substances. By analyzing the spectral characteristics of the substance, information that reflects its molecular structure can be obtained, thereby achieving qualitative and quantitative analysis of the compound. Compared to traditional chemical detection methods, spectral technology offers the advantages of high efficiency, non-destructiveness, minimal pre-treatment, and environmental friendliness, making them promising in the field of fish oil quality detection. In this paper, near-infrared (NIR), mid-infrared (MIR) and Raman spectroscopy (RS) techniques and their application principles in fish oil quality detection were described; the conventional procedures for establishing spectroscopic prediction models were illustrated; various chemometric methods used for pre-processing of spectral information and model calibration were demonstrated; recent research advances and application progresses of NIR, MIR and RS in the detection of nutritional components (fatty acids, phospholipids and astaxanthin, etc.), quality indicators (acid value, peroxide value, etc.) and impurity analysis of fish oil were summarized. Additionally, the application prospects and existing problems of modern spectroscopic techniques combined with chemometrics in the rapid and non-destructive quality detection of fish oil were discussed. The goal is to extend laboratory research to practical production, thereby promoting the sustainable development of the fish oil industry in China.
马湖伊杉,潘 南,林振宇,陈晓婷,吴靖娜,张 芳,刘智禹. 振动光谱技术在鱼油品质检测中的应用研究进展[J]. 光谱学与光谱分析, 2025, 45(02): 301-311.
MA Hu-yishan, PAN Nan, LIN Zhen-yu, CHEN Xiao-ting, WU Jing-na, ZHANG Fang, LIU Zhi-yu. Research Progress on the Vibrational Spectroscopy Technology in the Quality Detection of Fish Oil. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2025, 45(02): 301-311.
[1] Dasilva G, Pazos M, García-Egido E, et al. Food Chemistry, 2016, 205(1): 196.
[2] Holub A, Abdolahi A, Tu X, et al. Journal of Clinical Lipidology, 2017, 11(3): 792.
[3] Zhang Q, Wang W, Wu S F, et al. Food Science, 2023, 44(12): 208.
[4] Jacobsen C, Warncke S A, Hansen S H, et al. Foods, 2022, 11(7): 905.
[5] Bioucas-Dias, Jose M, Figueiredo, et al. Applied Spectroscopy: Society for Applied Spectroscopy, 2017, 71(6): 1148.
[6] CHU Xiao-li(褚小立). Chemometrics Methods in Modern Spectral Analysis(现代光谱分析中的化学计量学方法). Beijing: Chemical Industry Press(北京: 化学工业出版社), 2022. 36.
[7] Wójcicki K, Khmelinskii I, Sikorski M, et al. Food Chemistry, 2015, 187: 416.
[8] El-Abassy R M, Donfack P, Materny A. Journal of Raman Spectroscopy, 2009, 40(9): 1284.
[9] CHU Xiao-li, LI Ya-hui(褚小立, 李亚辉). Practical Handbook of Near-Infrared Spectroscopy(近红外光谱实战宝典). Beijing: Chemical Industry Press(北京:化学工业出版社), 2023. 6.
[10] Pinto R C, Locquet N, Eveleigh L, et al. Food Chemstry,2010, 120(4): 1170.
[11] WENG Shi-fu(翁诗甫). Fourier Transform Infrared Spectral Analysis(傅里叶变换红外光谱分析). Beijing: Chemical Industry Press(北京:化学工业出版社), 2010, 96.
[12] LIU Ping, QI Xiao-bin, LIU Yi-heng, et al(刘 平, 齐晓彬, 刘毅恒, 等). Chinese Science Bulletin(科学通报), 2023, 68(27): 3634.
[13] Larkin Peter. Infrared and Raman Spectroscopy: Principles and Spectral Interpretation. Elsevier, 2018. 135.
[14] ZHANG Shu-lin(张树霖). Raman Spectroscopy and Its Application in Nanostructures. Part Ⅰ, Fundamentals of Raman Spectroscopy(拉曼光谱学及其在纳米结构中的应用. 上册, 拉曼光谱学基础). Translated by XU Ying-ying(许应瑛,译). Beijing: Peking University Press(北京大学出版社), 2017. 150.
[15] Du Z, Tian W, Tilley M, et al. Comprehensive Reviews in Food Science and Food Safety, 2022, 21(3): 2956.
[16] Mishra P, Biancolillo A, Roger J M, et al. TrAC Trends in Analytical Chemistry, 2020, 132(1): 116045.
[17] MIAO Jun-kui, ZHANG Ya-ting, JIN Yong-pei, et al(苗钧魁, 张雅婷, 金永霈, 等). Science and Technology of Food Industry(食品工业科技), 2022, 43(14): 8.
[18] Garcia Martín J F. International Journal of Food Science & Technology, 2015, 50(6): 1461.
[19] Koshoubu J, Iwata T, Minami S. Applied Sectroscopy, 2000, 54(1): 148.
[20] Albanell E, Martinez M, De Marchi M, et al. Journal of Food Composition and Analysis, 2021, 97: 103763.
[21] Cheng Junhu, Sun Dawen Food Engineering Reviews, 2017, 9: 10.1007/S12393-016-9147-1.
[22] Awotunde O, Roseboom N, Cai J, et al. Analytical Chemistry, 2022, 94(37): 12586.
[23] Brereton R G, Lloyd G R. Analyst, 2010, 135(2): 230.
[24] Hernandez N, Talavera l, Dago A, et al. Journal of Chemometrics, 2008, 22(11-12): 686.
[25] Heidary-Sharifabad A, Zarchi M S, Emadi S, et al. British Food Journal, 2021, 123(11): 3592.
[26] Jana D, Patil J, Herkal S, et al. Mechanical Systems and Signal Processing, 2022, 169: 108723.
[27] Cui C, Fearn T. Chemometrics & Intelligent Laboratory Systems, 2018, 182: 9(doi: 10.1016/j.chemolab.2018.07.008).
[28] RAN Si, DING Jian-li, GE Xiang-yu, et al(冉 思, 丁建丽, 葛翔宇, 等). Laser & Optoelectronics Progress(激光与光电子学进展), 2020, 57(24): 242803.
[29] CHEN Pu, DAI Jia-wei, LI Jing-yan, et al(陈 瀑, 戴嘉伟, 李敬岩, 等). Chemical Reagents(化学试剂), 2023, 45(6): 105.
[30] Lee L C, Liong C, Jemain A, et al. Chemometrics and Intelligent Laboratory Systems, 2017, 163(1): 64.
[31] Ledoux M, Juanéda P, Sébédio Jean-Louis. European Journal of Lipid Science & Technology, 2007, 109(9):891.
[32] Li Y, Dai L, Liu D, et al. Catalysts, 2022, 12(7): 795.
[33] Zuluaga M, Gueguen V, Letourneur D, et al. Chemico-Biological Interactions, 2018, 279: 145.
[34] WANG Nan, YU Hong-wei, LI Jun-guo, et al(王 楠, 于宏威, 李军国, 等). China Oils and Fats(中国油脂), 2017, 42(10): 138.
[35] Cascant M M, Breil C, Fabiano-Tixier A S, et al. Food Chemistry, 2017, 239(15): 865.
[36] Nieto-Ortega S, Olabarrieta I, Saitua E, et al. Foods, 2022, 11(8): 1092.
[37] Merwe S V D, Manley M, Wicht M. Journal of Near Infrared Spectroscopy, 2018, 26(4): 245.
[38] Giese E, Winkelmann O, Rohn S, et al. Food Research International, 2018, 106: 116.
[39] Endo Y, Tagiri-Endo M, Kimura K. Journal of Food Science, 2005, 70(2): C127.
[40] Karoui R, Lefur B, Grondin C, et al. International Journal of Food Science & Technology, 2007, 42(1): 57.
[41] ZHANG Yu, TAN Li-hong, CAO Fang, et al(张 瑜, 谈黎虹, 曹 芳, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2013, 33(6): 1532.
[42] Klaypradit W, Kerdpiboon S, Singh R K. Food and Bioprocess Technology, 2011, 4(3): 475.
[43] Xu L Z, Gao F, Yang Z L, et al. International Journal of Agricultural and Biological Engineering, 2016, 9(3): 179.
[44] Gao B, Xu S, Han L J, et al. Food Chemistry, 2020, 343(3): 128420.
[45] Bekhit M Y, Grung B, Mjos S A. Applied Spectroscopy, 2014, 68(10): 1190.
[46] Hall D W, Marshall S N, Gordon K C, et al. Lipids, 2016, 51(1): 139.
[47] ZHANG Zhao-hui, YAN Hua, GU Qiang, et al(张朝晖, 严 华, 顾 强, 等). Journal of Food Safety and Quality(食品安全质量检测学报), 2015, 6(11): 4324.
[48] HUANG Xiu-li, ZHAN Yun-li, LI Jing, et al(黄秀丽, 詹云丽, 李 菁, 等) Science and Technology of Food Industry(食品工业科技), 2016, 37(20): 59.
[49] Killeen D P, Card A, Gordon K C, et al. Applied Spectroscopy, 2020, 74(3): 365.
[50] Jiang H, He Y C, Xu W D, et al. Food Analytical Methods, 2021, 14(9): 1826.
[51] Ahmmed F, Fuller I D, Killeen D P, et al. ACS Food Science & Technology, 2021, 1(4): 570.