Nondestructive measurement of pectin polysaccharides using hyperspectral imaging in mulberry fruit

被引:57
作者
Yang, Liang [1 ]
Gao, Huaqi [1 ]
Meng, Liuwei [1 ]
Fu, Xiaping [2 ]
Du, Xiaoqiang [2 ,3 ]
Wu, Di [4 ]
Huang, Lingxia [1 ]
机构
[1] Zhejiang Univ, Coll Anim Sci, Hangzhou 310058, Peoples R China
[2] Zhejiang Sci Tech Univ, Fac Mech Engn & Automat, Hangzhou 310018, Peoples R China
[3] Key Lab Transplanting Equipment & Technol Zhejian, Hangzhou 310018, Peoples R China
[4] Zhejiang Univ, Coll Agr & Biotechnol, Zhejiang Prov Key Lab Hort Plant Integrat Biol, State Agr Minist Lab Hort Plant Growth Dev & Qual, Zijingang Campus, Hangzhou 310058, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Hyperspectral imaging; Phytochemical; Pectin polysaccharide; Medicinal food; Mulberry fruit; Noninvasive prediction; FOOD QUALITY; WHITE MULBERRY; STRAWBERRY; SAFETY; PURIFICATION; EXTRACTION; STORAGE;
D O I
10.1016/j.foodchem.2020.127614
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Pectin polysaccharide is an important phytochemical with potential biomedical applications. It is commonly measured by time-consuming destructive chemical methods. This work demonstrates the feasibility of using visible and near-infrared hyperspectral imaging (HSI) techniques to rapidly measure pectin polysaccharides in intact mulberry fruits. Based on spatial information provided by HSI images, the representative spectrum of each whole mulberry was accurately extracted without background. The effects of storage temperature on two varieties of mulberries for model establishment were studied. The performances of two spectral ranges obtained by Si and InGaAs CCD detectors for pectin prediction were compared. The best predictions were obtained from dilute alkali soluble pectin and total soluble pectin in Dashi mulberry fruit stored at room temperature, with residual predictive deviation values of 2.317 and 1.935, respectively. Our results show that HSI is a promising alternative to the chemical method to rapidly and nondestructively measure the pectin content.
引用
收藏
页数:8
相关论文
共 39 条
[11]   Pectin modifications and the role of pectin-degrading enzymes during postharvest softening of Jonagold apples [J].
Gwanpua, Sunny George ;
Van Buggenhout, Sandy ;
Verlinden, Bert E. ;
Christiaens, Stefanie ;
Shpigelman, Avi ;
Vicent, Victor ;
Kermani, Zahra Jamsazzadeh ;
Nicolai, Bart M. ;
Hendrickx, Marc ;
Geeraerd, Annemie .
FOOD CHEMISTRY, 2014, 158 :283-291
[12]   Optimization extraction of polysaccharide from Tunisian Zizyphus lotus fruit by response surface methodology: Composition and antioxidant activity [J].
Hammi, Khaoula Mkadmini ;
Hammami, Majdi ;
Rihouey, Christophe ;
Le Cerf, Didier ;
Ksouri, Riadh ;
Majdoub, Hatem .
FOOD CHEMISTRY, 2016, 212 :476-484
[13]   Structures, bioactivities and future prospective of polysaccharides from Morus alba (white mulberry): A review [J].
He, Xirui ;
Fang, Jiacheng ;
Ruan, Yinlan ;
Wang, Xiaoxiao ;
Sun, Yin ;
Wu, Ni ;
Zhao, Zefeng ;
Chang, Yu ;
Ning, Ning ;
Guo, Hao ;
Huang, Linhong .
FOOD CHEMISTRY, 2018, 245 :899-910
[14]   Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves [J].
Huang, Lingxia ;
Yang, Liang ;
Meng, Liuwei ;
Wang, Jingyu ;
Li, Shaojia ;
Fu, Xiaping ;
Du, Xiaoqiang ;
Wu, Di .
SENSORS, 2018, 18 (07)
[15]   Comparison of different CCD detectors and chemometrics for predicting total anthocyanin content and antioxidant activity of mulberry fruit using visible and near infrared hyperspectral imaging technique [J].
Huang, Lingxia ;
Zhou, Yibin ;
Meng, Liuwei ;
Wu, Di ;
He, Yong .
FOOD CHEMISTRY, 2017, 224 :1-10
[16]   Polyphenols of mulberry fruits as multifaceted compounds: Compositions, metabolism, health benefits, and stability-A structural review [J].
Khalifa, Ibrahim ;
Zhu, Wei ;
Li, Kai-kai ;
Li, Chun-mei .
JOURNAL OF FUNCTIONAL FOODS, 2018, 40 :28-43
[17]   Purification, characterization and immunomodulating activity of a pectic polysaccharide isolated from Korean mulberry fruit Oddi (Morus alba L.) [J].
Lee, Ji Sun ;
Synytsya, Andriy ;
Kim, Hyun Bok ;
Choi, Doo Jin ;
Lee, Seul ;
Lee, Jisun ;
Kim, Woo Jung ;
Jang, SeongJae ;
Park, Yong Il .
INTERNATIONAL IMMUNOPHARMACOLOGY, 2013, 17 (03) :858-866
[18]   Structural elucidation of a pectic polysaccharide from Fructus Mori and its bioactivity on intestinal bacteria strains [J].
Li, Saijuan ;
Li, Meixia ;
Yue, Han ;
Zhou, Lishuang ;
Huang, Lulin ;
Du, Zhenyun ;
Ding, Kan .
CARBOHYDRATE POLYMERS, 2018, 186 :168-175
[19]   Hyperspectral imaging technique for evaluating food quality and safety during various processes: A review of recent applications [J].
Liu, Yuwei ;
Pu, Hongbin ;
Sun, Da-Wen .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2017, 69 :25-35
[20]   Pectin - An emerging new bioactive food polysaccharide [J].
Maxwell, Ellen G. ;
Belshaw, Nigel J. ;
Waldron, Keith W. ;
Morris, Victor J. .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2012, 24 (02) :64-73