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Kishore A, Patil RJ, Singh A, Pati K. Jicama (Pachyrhizus spp.) a nonconventional starch: A review on isolation, composition, structure, properties, modifications and its application. Int J Biol Macromol 2024; 258:129095. [PMID: 38158067 DOI: 10.1016/j.ijbiomac.2023.129095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 12/24/2023] [Accepted: 12/26/2023] [Indexed: 01/03/2024]
Abstract
Starch attracts food industries due to their availability in nature, cheapness, biodegradability and possibilities of endless applications. The starch properties and their modification affect food quality. Compared to other cereals, tuber and root starches, more systematic information is needed on the jicama starches (JS). This review article summarizes the isolation, composition, morphology, rheological, thermal and digestibility properties of JS. The modifications and its current and potential applications are also discussed. The chemical composition and structure of JS are different from other starches, influencing its properties. JS has been modified by physical and chemical methods to improve the properties of starch. However, there are very few studies on the modification of JS as compared with other commercial starch although it has been used in food formulation as a stabilizer and to improve the texture of food products. It is also applied as an edible coating to preserve the quality of food products and use as a raw material for making edible and bioplastic packaging. However, large-scale utilization of JS is unexplored compared to commercial starches. Therefore, this review would provide useful information and suggestions for more research on Jicama starch and its industrial applications.
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Affiliation(s)
- Anand Kishore
- National Institute of Food Technology Entrepreneurship and Management, Kundli Sonepat, India.
| | - Rohan Jitendra Patil
- National Institute of Food Technology Entrepreneurship and Management, Kundli Sonepat, India
| | - Anupama Singh
- National Institute of Food Technology Entrepreneurship and Management, Kundli Sonepat, India.
| | - Kalidas Pati
- Regional Center, ICAR - Central Tuber Crops Research Institute, Bhubaneswar, Odisha, India
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Wang Y, Saulnier L, Ral JP, Falourd X, Kansou K. Determining whether granule structural or surface features govern the wheat starch digestion, a kinetic analysis. Carbohydr Polym 2023; 315:120966. [PMID: 37230611 DOI: 10.1016/j.carbpol.2023.120966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/05/2023] [Accepted: 04/26/2023] [Indexed: 05/27/2023]
Abstract
Deciphering the determinants of starch digestion from multiple interrelated properties is a challenge that can benefit from multifactorial data analysis. The present study investigated the digestion kinetic parameters (rate, final extent) of size-fractions from four commercial wheat starches with different amylose contents. Each size-fraction was isolated and characterized comprehensively using a large range of analytic techniques (FACE, XRD, CP-MAS NMR, time-domain NMR, DSC…). A statistical clustering analysis applied on the results revealed that the mobility of water and starch protons measured by time-domain NMR was consistently related to the macromolecular composition of the glucan chains and to the ultrastructure of the granule. The final extent of starch digestion was determined by the granule structural features. The digestion rate coefficient dependencies, on the other hand, changed significantly with the range of granule size, i.e. the accessible surface for initial binding of α-amylase. The study particularly showed the molecular order and the chains mobility predominantly limiting or accelerating the digestion rate depending on the accessible surface. This result confirmed the need to differentiate between the surface and the inner-granule related mechanisms in starch digestion studies.
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Affiliation(s)
- Yuzi Wang
- INRAE, UR1268, Biopolymers, Interactions & Assemblies (BIA), 44316 Nantes, France.
| | - Luc Saulnier
- INRAE, UR1268, Biopolymers, Interactions & Assemblies (BIA), 44316 Nantes, France.
| | - Jean-Philippe Ral
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia.
| | - Xavier Falourd
- INRAE, UR1268, Biopolymers, Interactions & Assemblies (BIA), 44316 Nantes, France; INRAE, BIBS facility, PROBE infrastructure, F-44316 Nantes, France.
| | - Kamal Kansou
- INRAE, UR1268, Biopolymers, Interactions & Assemblies (BIA), 44316 Nantes, France.
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Tian Y, Ding L, Liu Y, Shi L, Wang T, Wang X, Dang B, Li L, Gou G, Wu G, Wang F, Wang L. The Effect of Different Milling Methods on the Physicochemical and In Vitro Digestibility of Rice Flour. Foods 2023; 12:3099. [PMID: 37628098 PMCID: PMC10453719 DOI: 10.3390/foods12163099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/09/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023] Open
Abstract
Preparation methods have been found to affect the physical and chemical properties of rice. This study prepared Guichao rice flour with wet, dry, semi-dry, and jet milling techniques. Differences in the particle size distribution of rice flour were investigated in order to assess their impact on pasting, thermal, gel, starch digestibility, and crystalline structure using an X-ray diffractometer (XRD) and a Rapid Visco Analyzer (RVA) across in vitro digestibility experiments. The results showed that semi-dry-milled rice flour (SRF) and wet-milled rice flour (WRF) were similar in damaged starch content, crystalline structure, and gelatinization temperature. However, compared with dry-milled rice flour (DRF) and jet-milled rice flour (JRF), SRF had less damaged starch, a higher absorption enthalpy value, and a higher gelatinization temperature. For starch digestibility, the extended glycemic index (eGI) values of WRF (85.30) and SRF (89.97) were significantly lower than those of DRF (94.47) and JRF (99.27). In general, the physicochemical properties and starch digestibility of WRF and SRF were better than those of DRF and JRF. SRF retained the advantages of WRF while avoiding the high energy consumption, high water consumption, and microbial contamination disadvantages of WRF and was able to produce better rice flour-associated products.
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Affiliation(s)
- Yaning Tian
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Lan Ding
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Yonghui Liu
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Li Shi
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Tong Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Xueqing Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Bin Dang
- Tibetan Plateau Key Laboratory of Agric-Product Processing, Qinghai Academy of Agricultural and Forestry Sciences, Xining 810016, China
| | - Linglei Li
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Guoyuan Gou
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Guiyun Wu
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
| | - Fengzhong Wang
- Key Laboratory of Agro-Products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Lili Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (Y.T.)
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Wang N, Li C, Miao D, Hou H, Dai Y, Zhang Y, Wang B. The effect of non-thermal physical modification on the structure, properties and chemical activity of starch: A review. Int J Biol Macromol 2023; 251:126200. [PMID: 37567534 DOI: 10.1016/j.ijbiomac.2023.126200] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/02/2023] [Accepted: 08/05/2023] [Indexed: 08/13/2023]
Abstract
Non-thermal physical treatments has obvious advantages in regulating the structure and properties of starch compared with chemical treatment. Hance, this article summarized and compared the effects of three kinds of non-thermal physical treatments including grinding and ball milling, high hydrostatic pressure and ultrasonic on the structure, properties and chemical activity of starches from different plants. The potential applications of non-thermal physical modified starch were introduced. And strategies to solve the problems in the current research were put forward. It is found that although starch has a dense structure, the starch granules could be deformed under three kinds of non-thermal physical treatments, which could damage the granule morphology, microstructure, and crystal structure of starch, reduce particle size, increase solubility and swelling power, and promote starch gelatinization. Three kinds of non-thermal physical treated starch could be used as flocculant thickener, starch based edible films and fat substitutes. Non-thermal physical treatments caused the structure of starch to undergo three stages, which were similar to mechanochemical effects. When starch was in the stress stage and the transition stage from aggregation to agglomeration, its active sites significantly increase and move inward, ultimately leading to a significant increase in the chemical activity of starch.
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Affiliation(s)
- Ning Wang
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China; Engineering and Technology Center for Grain Processing in Shandong Province, Tai'an, Shandong 271018, China
| | - Chen Li
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China; Engineering and Technology Center for Grain Processing in Shandong Province, Tai'an, Shandong 271018, China
| | - Di Miao
- College of Life Science, Shandong Agricultural University, Tai'an, Shandong 271018, China
| | - Hanxue Hou
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China; Engineering and Technology Center for Grain Processing in Shandong Province, Tai'an, Shandong 271018, China
| | - Yangyong Dai
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China; Engineering and Technology Center for Grain Processing in Shandong Province, Tai'an, Shandong 271018, China.
| | - Yong Zhang
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China
| | - Bin Wang
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an, Shandong 271018, China; Engineering and Technology Center for Grain Processing in Shandong Province, Tai'an, Shandong 271018, China
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Li Y, Wang H, Wang L, Qiu J, Li Z, Wang L. Multi-scale structure and digestive property of bran starch in different particle size wheat bran. Food Chem 2023; 414:135744. [PMID: 36821917 DOI: 10.1016/j.foodchem.2023.135744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 12/29/2022] [Accepted: 02/16/2023] [Indexed: 02/22/2023]
Abstract
In this study, the multi-scale (granular, molecular, crystalline, lamellar and helical) structure and digestive property of starch isolated from wheat bran of different particle size, including plant scale (1110 μm), tissue scale (235 μm, 83 μm) and cell scale (19 μm), were investigated and compared with wheat flour starch. Bran milling modified bran starch to varying degrees. Tissue-scale milling of bran reduced the granule size of bran starch, but did not significantly modify its molecular, lamellar, crystalline and helical structure. However, cell-scale milling caused significant destruction of crystalline regions and double helix, and increase in starch digestibility. In addition, compared to wheat flour starch, wheat bran starch had more resistant starch and lower digestibility, which were highly correlated with its thinner lamellas, more double helix proportion and compact fractal. This study highlights the effect of supramolecular structure on bran starch digestibility and contributes to the application of bran starch.
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Affiliation(s)
- Yang Li
- Key Laboratory of Precision Nutrition and Food Quality, College of Food Science and Nutritional Engineering, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China; Beijing Laboratory of Food Quality and Safety, Department of Nutrition and Health, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China
| | - Haoran Wang
- Key Laboratory of Precision Nutrition and Food Quality, College of Food Science and Nutritional Engineering, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China; Beijing Laboratory of Food Quality and Safety, Department of Nutrition and Health, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China
| | - Lijuan Wang
- Beijing Laboratory of Food Quality and Safety, Department of Nutrition and Health, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China
| | - Ju Qiu
- Beijing Laboratory of Food Quality and Safety, Department of Nutrition and Health, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China.
| | - Zaigui Li
- Key Laboratory of Precision Nutrition and Food Quality, College of Food Science and Nutritional Engineering, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China; Beijing Laboratory of Food Quality and Safety, Department of Nutrition and Health, China Agricultural University, No. 17 Qinghuadonglu, Haidian, Beijing 100083, China
| | - Lili Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Ministry of Agriculture, No. 2, Yuan Ming Yuan West Road, Haidian District, Beijing 100193, China.
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Páramo-Calderón DE, Vázquez-León LA, Palma-Rodríguez HM, Utrilla-Coello RG, Vargas-Torres A, Meza-Nieto MA, Romero-Cortes T, Aparicio-Saguilán A. Effect of high-energy mechanical milling on the physicochemical and rheological properties of chayotextle (Sechium edule Sw.) starch. Food Chem 2023; 427:136720. [PMID: 37423046 DOI: 10.1016/j.foodchem.2023.136720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 06/16/2023] [Accepted: 06/22/2023] [Indexed: 07/11/2023]
Abstract
This work evaluates the effect of high-energy mechanical milling time (7 levels, 20-80 min) on amylose content, crystallinity pattern, temperature and gelatinization enthalpy, morphology, and rheological properties of chayotextle (Sechium edule Sw.) starch. After 30 min of milling, granular structure was affected, and amylose values were the highest while crystallinity and gelatinization enthalpy decreased significantly. These changes allowed to obtain gels with viscoelastic properties where the elastic character (Ǵ) prevailed upon the viscous modulus (Ǵ́). Native starch showed Tan δ values of 0.6, increased significantly (0.9) after 30 min of milling due to the surge in linear chains (amylose) and loss of granular structure. Native and modified starches showed high dependence on cutting or shear speed, presenting a non-Newtonian behavior (reofluidizers). These results indicate that mechanical grinding is an alternative to obtain modified starches with applications in the food industry.
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Affiliation(s)
- Delia E Páramo-Calderón
- Ingeniería de Alimenos, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial, 68301 Tuxtepec, OAX, Mexico
| | - Lucio A Vázquez-León
- Cátedra CONACyT-Instituto de Biotecnología, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial. C. P., 68301 Tuxtepec, Oax, Mexico
| | - Heidi M Palma-Rodríguez
- Instituto de Ciencias Agropecuarias, Universidad Autónoma del Estado de Hidalgo, Avenida Universidad km 1, Rancho Universitario, CP. 43600, Tulancingo de Bravo, Hidalgo, Mexico
| | - Rubí G Utrilla-Coello
- Ingeniería de Alimenos, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial, 68301 Tuxtepec, OAX, Mexico
| | - Apolonio Vargas-Torres
- Instituto de Ciencias Agropecuarias, Universidad Autónoma del Estado de Hidalgo, Avenida Universidad km 1, Rancho Universitario, CP. 43600, Tulancingo de Bravo, Hidalgo, Mexico
| | - Martín A Meza-Nieto
- Instituto de Ciencias Agropecuarias, Universidad Autónoma del Estado de Hidalgo, Avenida Universidad km 1, Rancho Universitario, CP. 43600, Tulancingo de Bravo, Hidalgo, Mexico
| | - Teresa Romero-Cortes
- Escuela Superior de Apan, Universidad Autónoma del Estado de Hidalgo, carretera Apan-Calpulalpan, km 8, Chimalpa Tlalayotle s/n, C.P. 43900 Col. Chimalpa, Apan, Hidalgo, Mexico
| | - Alejandro Aparicio-Saguilán
- Ingeniería de Alimenos, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial, 68301 Tuxtepec, OAX, Mexico.
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7
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Jia B, Devkota L, Sissons M, Dhital S. Degradation of starch in pasta induced by extrusion below gelatinization temperature. Food Chem 2023; 426:136524. [PMID: 37302311 DOI: 10.1016/j.foodchem.2023.136524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 04/16/2023] [Accepted: 05/31/2023] [Indexed: 06/13/2023]
Abstract
The structural deformation of starch during pasta extrusion leads to varied effects on pasta quality. We investigated the impact of shearing force on the starch structure of pasta and pasta quality by varying the screw speed (100, 300, 500 and 600 rpm) with a temperature range of 25 to 50 ℃ in increments of 5 ℃, from the feeding zone to the die zone. The higher screw speeds were associated with more specific mechanical energy input (157, 319, 440, and 531 kJ/kg for pasta produced at 100, 300, 500 and 600 rpm, respectively), resulting in a lower pasting viscosity (1084, 813, 522 and 480 mPa·s for pasta produced at 100, 300, 500 and 600 rpm, respectively) in the pasta due to the loss of starch molecular order and crystallinity. Size-exclusion chromatography revealed that pasta produced at 600 rpm screw speed had a lower amylopectin size distribution which indicated molecular breakdown during extrusion. Pasta produced at 600 rpm had higher in vitro starch hydrolysis (both raw and cooked) than the pasta made at 100 rpm. The research provides relationship of how the screw speed can be manipulated to design pasta with varied texture and nutritional functionality.
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Affiliation(s)
- Bin Jia
- Bioresource Processing Research Institute of Australia (BioPRIA), Department of Chemical Engineering, Monash University, Clayton, VIC 3800, Australia
| | - Lavaraj Devkota
- Bioresource Processing Research Institute of Australia (BioPRIA), Department of Chemical Engineering, Monash University, Clayton, VIC 3800, Australia
| | - Mike Sissons
- Tamworth Agricultural Institute, NSW Department of Primary Industries, Tamworth 2340, Australia
| | - Sushil Dhital
- Bioresource Processing Research Institute of Australia (BioPRIA), Department of Chemical Engineering, Monash University, Clayton, VIC 3800, Australia.
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Bangar SP, Singh A, Ashogbon AO, Bobade H. Ball-milling: A sustainable and green approach for starch modification. Int J Biol Macromol 2023; 237:124069. [PMID: 36940765 DOI: 10.1016/j.ijbiomac.2023.124069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 03/06/2023] [Accepted: 03/14/2023] [Indexed: 03/23/2023]
Abstract
Ball-milling is a low-cost and green technology that offers mechanical actions (shear, friction, collision, and impact) to modify and reduce starch to nanoscale size. It is one of the physical modification techniques used to reduce the relative crystallinity and improve the digestibility of starch to their better utility. Ball-milling alters surface morphology, improving the overall surface area and texture of starch granules. This approach also can improve functional properties, including swelling, solubility, and water solubility, with increased energy supplied. Further, the increased surface area of starch particles and subsequent increase in active sites enhance chemical reactions and alteration in structural transformations and physical and chemical properties. This review is about current information on the impact of ball-milling on the compositions, fine structures, morphological, thermal, and rheological characteristics of starch granules. Furthermore, ball-milling is an efficient approach for the development of high-quality starches for applications in the food and non-food industries. There is also an attempt to compare ball-milled starches from various botanical sources.
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Affiliation(s)
- Sneh Punia Bangar
- Department of Food, Nutrition, and Packaging Sciences, Clemson University, SC, USA.
| | - Arashdeep Singh
- Department of Food Science and Technology, College of Agriculture, Punjab Agricultural University, Ludhiana, Punjab, India
| | | | - Hanuman Bobade
- Department of Food Science and Technology, College of Agriculture, Punjab Agricultural University, Ludhiana, Punjab, India
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Yu C, Feng J, Feng K, Mo Z, He Y, Wang Q, Yu A, Leng Z, Shi P, Liu Y. Effect of multi‐epoxy compatibilizers with branched structures on enhancing mechanical and compatibility of
PLA
/starch composite. POLYM ADVAN TECHNOL 2023. [DOI: 10.1002/pat.5996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Affiliation(s)
- Chongdong Yu
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Jianxiang Feng
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
- Key Laboratory of Advanced Packaging Materials and Technology of Hunan Province Zhuzhou People's Republic of China
| | - Kailin Feng
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Zhixiang Mo
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Yulin He
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Qingting Wang
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Anyang Yu
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Zhiwen Leng
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
| | - Pu Shi
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
- Key Laboratory of Advanced Packaging Materials and Technology of Hunan Province Zhuzhou People's Republic of China
| | - Yuejun Liu
- School of Packaging and Materials Engineering Hunan University of Technology Zhuzhou People's Republic of China
- Key Laboratory of Advanced Packaging Materials and Technology of Hunan Province Zhuzhou People's Republic of China
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Tapan NA, Günay ME, Yıldırım N. Application of Machine Learning for the Determination of Damaged Starch Ratio as an Alternative to Medcalf and Gilles Principle. FOOD ANAL METHOD 2022. [DOI: 10.1007/s12161-022-02442-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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11
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Junejo SA, Wang J, Liu Y, Jia R, Zhou Y, Li S. Multi-Scale Structures and Functional Properties of Quinoa Starch Extracted by Alkali, Wet-Milling, and Enzymatic Methods. Foods 2022; 11:foods11172625. [PMID: 36076810 PMCID: PMC9455589 DOI: 10.3390/foods11172625] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 08/18/2022] [Accepted: 08/25/2022] [Indexed: 01/02/2023] Open
Abstract
The purpose of this study is to investigate the effects of starch extraction methods (alkali, wet-milling, and enzymatic) on the multi-scale structures and functional properties of quinoa starch. When the enzymatic method was compared with alkali and wet-milling, it showed higher protein content (2.39%), larger size of aggregated granules (44.1 μm), higher relative crystallinity (29.6%), scattering intensity (17.8 α.u.), absorbance ratio of 1047/1022 (0.9), single and double helical content (8.2% and 23.1%), FWHM ratio (2.1), and average molecular weight and radius of gyration (1.58 × 107 g/mol and 106.8 nm), respectively. Similarly, quinoa starch by enzymatic extraction had a higher onset (82.1 °C), peak (83.8 °C), and conclusion (86.3 °C) temperatures, as well as an enthalpy change (6.7 J/g). It further showed maximum hardness (238.8 N), gumminess (105.6 N), chewiness (80.2 N), SDS content (7.5% of raw and 4.8% of cooked), and RS content (15.5% of raw and 13.9% of cooked), whereas it contained minimum RDS content (77.1% of raw and 81.9% of cooked). The results suggest that extraction of starch by the enzymatic method could be a viable approach to retain the native structure of starch and may eventually improve the glycemic response.
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Affiliation(s)
- Shahid Ahmed Junejo
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, 130 Changjiang West Road, Hefei 230036, China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, China
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510640, China
| | - Jun Wang
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, 130 Changjiang West Road, Hefei 230036, China
- School of Tourism and Cuisine, Yangzhou University, Yangzhou 225127, China
| | - Ying Liu
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
| | - Rui Jia
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
| | - Yibin Zhou
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, 130 Changjiang West Road, Hefei 230036, China
- Key Laboratory of Agricultural Products Processing Engineering of Anhui Province, School of Tea and Food Technology, Anhui Agricultural University, Hefei 230036, China
- Correspondence: (Y.Z.); (S.L.)
| | - Songnan Li
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, 130 Changjiang West Road, Hefei 230036, China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, China
- Correspondence: (Y.Z.); (S.L.)
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12
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Affiliation(s)
- Chen Zhiguang
- Xichang University Panxi Crops Research and Utilization Key Laboratory of Sichuan Province Xichang Sichuan Province 615000 P. R. China
- Shaanxi University of Science and Technology School of Food and Biological Engineering Xi'an Shaanxi Province 710021 P. R. China
| | - Huang Junrong
- Shaanxi University of Science and Technology School of Food and Biological Engineering Xi'an Shaanxi Province 710021 P. R. China
| | - Pu Huayin
- Shaanxi University of Science and Technology School of Food and Biological Engineering Xi'an Shaanxi Province 710021 P. R. China
| | - Wade Keipper
- Shaanxi University of Science and Technology School of Arts and Sciences Xi'an Shaanxi Province 710021 P. R. China
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Wu Z, Qiao D, Zhao S, Lin Q, Zhang B, Xie F. Nonthermal physical modification of starch: An overview of recent research into structure and property alterations. Int J Biol Macromol 2022; 203:153-175. [PMID: 35092737 DOI: 10.1016/j.ijbiomac.2022.01.103] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 01/03/2022] [Accepted: 01/16/2022] [Indexed: 11/28/2022]
Abstract
To tailor the properties and enhance the applicability of starch, various ways of starch modification have been practiced. Among them, physical modification methods (micronization, nonthermal plasma, high-pressure, ultrasonication, pulsed electric field, and γ-irradiation) are highly potential for starch modification considering its safety, environmentally friendliness, and cost-effectiveness, without generating chemical wastes. Thus, this article provides an overview of the recent advances in nonthermal physical modification of starch and summarizes the resulting changes in the multi-level structures and physicochemical properties. While the effect of these techniques highly depends on starch type and treatment condition, they generally lead to the destruction of starch granules, the degradation of molecules, decreases in crystallinity, gelatinization temperatures, and viscosity, increases in solubility and swelling power, and an increase or decrease in digestibility, to different extents. The advantages and shortcomings of these techniques in starch processing are compared, and the knowledge gap in this area is commented on.
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Affiliation(s)
- Zhuoting Wu
- Group for Cereals and Oils Processing, College of Food Science and Technology, Key Laboratory of Environment Correlative Dietology (Ministry of Education), Huazhong Agricultural University, Wuhan 430070, China
| | - Dongling Qiao
- Glyn O. Phillips Hydrocolloid Research Centre at HBUT, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Siming Zhao
- Group for Cereals and Oils Processing, College of Food Science and Technology, Key Laboratory of Environment Correlative Dietology (Ministry of Education), Huazhong Agricultural University, Wuhan 430070, China
| | - Qinlu Lin
- National Engineering Laboratory for Rice and By-product Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, China
| | - Binjia Zhang
- Group for Cereals and Oils Processing, College of Food Science and Technology, Key Laboratory of Environment Correlative Dietology (Ministry of Education), Huazhong Agricultural University, Wuhan 430070, China.
| | - Fengwei Xie
- School of Engineering, Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom.
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Li M, Daygon VD, Solah V, Dhital S. Starch granule size: Does it matter? Crit Rev Food Sci Nutr 2021:1-21. [PMID: 34704861 DOI: 10.1080/10408398.2021.1992607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Nature has developed starch granules varying in size from less than 1 μm to more than 100 μm. The granule size is an important factor affecting the functional properties and the applicability of starch for food and non-food applications. Within the same botanical species, the range of starch granule size can be up to sevenfold. This review critically evaluated the biological and environmental factors affecting the size of starch granules, the methods for the separation of starch granules and the measurement of size distribution. Further, the structure at different length scales and properties of starch-based on the granule size is elucidated by specifying the typical applications of granules with varying sizes. An amylopectin cluster model showing the arrangement of amylopectin from inside toward the granule surface is proposed with the hypothesis that the steric hindrance for the growth of lamellar structure may limit the size of starch granules.
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Affiliation(s)
- Ming Li
- Laboratory of Cereal Processing and Quality Control, Institute of Food Science and Technology, CAAS/Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Venea Dara Daygon
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, St Lucia, Queensland, Australia
| | - Vicky Solah
- College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | - Sushil Dhital
- Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
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Zhao S, Li X, Hu G, Liang X, Liu C, Liu Q. Rheological behaviors, structural properties and freeze-thaw stability of normal and waxy genotypes of barley starch: a comparative study with mung bean, potato, and corn starches. Food Sci Biotechnol 2021; 30:1171-81. [PMID: 34603817 DOI: 10.1007/s10068-021-00967-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 07/15/2021] [Accepted: 08/08/2021] [Indexed: 10/20/2022] Open
Abstract
The rheological behaviors, structural properties and freeze-thaw stability of starch isolated from Tetonia barley (Normal genotype, Reg. No. CV-334, PI 646199) and Transit barley (Waxy genotype, Reg. No. CV-348, PI 660128) were investigated, along with other common starch sources for comparison. Transit barley starch showed the highest loss tangents (tan δ) during a frequency sweep test, which suggested a predominance of elastic properties over viscous properties. However, the tan δ of Tetonia barley starch was similar to that of potato starch, which indicated more solidity in comparison to Transit barley starch. Transit barley starch had the highest gelatinization temperature and the lowest gelatinization enthalpy (P < 0.05). Moreover, Tetonia and Transit barley starches displayed weak diffraction peak intensities by X-ray diffraction analysis. Additionally, Transit barley starch showed the lowest % syneresis even when freeze-thawed up to five cycles (P < 0.05). However, Tetonia barley starch had the worst freeze-thaw stability (P < 0.05), which was verified via scanning electron microscopy analysis of freeze-thawed starch gels. The results of present study indicate that barley starch can be practically applied as a functional ingredient in some specialty starchy foods.
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Zhang H, Wu F, Xu D, Xu X. Effects of milling methods on the properties of glutinous rice flour and sweet dumplings. J Food Sci Technol 2021; 58:1848-1857. [PMID: 33897021 DOI: 10.1007/s13197-020-04696-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 07/18/2020] [Accepted: 08/04/2020] [Indexed: 01/10/2023]
Abstract
Glutinous rice flour (GRF) was prepared using three milling process (wet milling, low temperature impact milling (dry milling), and roller milling (dry milling)) to investigate their effects on the physicochemical properties of glutinous rice flour and sweet dumplings prepared with that flour. Results revealed that a method of grinding used in the milling process had a significant (P < 0.05) effect on the properties of GRF and the resulting sweet dumplings. Dry milling (low temperature impact milling and roller milling) resulted in higher damaged starch content and coarser particle size than wet milling. Dry-milled flour exhibited a significantly lower hunter whiter value, apparent viscosity, pasting temperature, enthalpy value, and degree of crystalline compared to the wet-milling method. Dry milling significantly decreased the smoothness of the surface, whiteness value, transmittance of soup, resilience of dumplings, as well as increased the cracking rate and water loss during the fast-freeze. The obtained results could be used as reference for improving sweet dumpling made from dry-milled GRF.
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Affiliation(s)
- Huang Zhang
- The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, 214122 People's Republic of China.,Henan University of Animal Husbandry and Economy, No. 6, Longzihu North Road, Zhengzhou, 450046 Henan Province People's Republic of China
| | - Fengfeng Wu
- The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, 214122 People's Republic of China
| | - Dan Xu
- The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, 214122 People's Republic of China
| | - Xueming Xu
- The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, 214122 People's Republic of China
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17
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18
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Liu C, Jiang Y, Liu J, Li K, Li J. Insights into the multiscale structure and pasting properties of ball-milled waxy maize and waxy rice starches. Int J Biol Macromol 2020; 168:205-214. [PMID: 33309666 DOI: 10.1016/j.ijbiomac.2020.12.048] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 10/26/2020] [Accepted: 12/06/2020] [Indexed: 11/30/2022]
Abstract
The effects of ball-milling on the pasting properties of waxy maize starch (WMS) and waxy rice starch (WRS) were investigated from a multiscale structural view. The results confirmed that ball-milling significantly destroyed the structures of the two waxy starches (especially WMS). Specifically, ball-milling led to obvious grooves on the surface of starch granules, a decrease in crystallinity and the degree of short-range order, and a reduction in double-helix components. Meanwhile, small-angle X-ray scattering results indicated that the semicrystalline lamellae of starch were disrupted after ball-milling. Ball-milling decreased the pasting temperatures. Furthermore, ball-milled starches exhibited lower peak and breakdown viscosity and weakened tendency to retrogradation. These results implied that ball-milling induced structural changes in starch that significantly affected its pasting properties. Hence, ball-milled starch may serve as food ingredients with low pasting temperature and paste viscosity as well as high paste stability under heating/cooling and shearing.
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Affiliation(s)
- Cancan Liu
- College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Yi Jiang
- College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China; Scientific and Technological Innovation Major Base of Guangxi, Nanning 530226, China
| | - Jidong Liu
- College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China; Collaborative Innovation Center for Guangxi Sugar Industry, Guangxi University, Nanning 530004, China
| | - Kai Li
- College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China; Collaborative Innovation Center for Guangxi Sugar Industry, Guangxi University, Nanning 530004, China.
| | - Jianbin Li
- College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China; Scientific and Technological Innovation Major Base of Guangxi, Nanning 530226, China; Collaborative Innovation Center for Guangxi Sugar Industry, Guangxi University, Nanning 530004, China.
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Huang Y, Sun X, Guo H, He X, Jiang J, Zhang G, Li W. Changes in the thermal, pasting, morphological and structural characteristic of common buckwheat starch after ultrafine milling. Int J Food Sci Technol 2020. [DOI: 10.1111/ijfs.14899] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Yawei Huang
- College of Food Science and Engineering Henan University of Technology Zhengzhou450001China
| | - Xiangxiang Sun
- College of Food Science and Engineering Northwest A&F University Yangling712100China
| | - Hongmei Guo
- College of Food Science and Engineering Northwest A&F University Yangling712100China
| | - Xueshu He
- College of Food Science and Engineering Henan University of Technology Zhengzhou450001China
| | - Jiang Jiang
- College of Food Science and Engineering Henan University of Technology Zhengzhou450001China
| | - Guoquan Zhang
- College of Food Science and Engineering Northwest A&F University Yangling712100China
| | - Wenhao Li
- College of Food Science and Engineering Northwest A&F University Yangling712100China
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Fang K, He W, Jiang Y, Li K, Li J. Preparation, characterization and physicochemical properties of cassava starch-ferulic acid complexes by mechanical activation. Int J Biol Macromol 2020; 160:482-488. [DOI: 10.1016/j.ijbiomac.2020.05.213] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/19/2020] [Accepted: 05/25/2020] [Indexed: 12/11/2022]
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Sapna I, Jayadeep A. Application of pulverization and thermal treatment to pigmented broken rice: insight into flour physical, functional and product forming properties. J Food Sci Technol 2021; 58:2089-97. [PMID: 33967307 DOI: 10.1007/s13197-020-04718-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 07/28/2020] [Accepted: 08/11/2020] [Indexed: 10/23/2022]
Abstract
The utilization of rice for food purposes involves pulverization and thermal processing which may affect its quality characteristics. Hence pigmented broken rice was processed in plate mill and hammer mill followed by thermal treatment by toasting to study the physical, and functional characteristics and their effect on rice noodle quality. Results showed that plate milled rice flour showed high concentration of particles with size below 148 µm particle (44%), increased redness (21%), bulk density (17%), sedimentation value (75%), damaged starch (72%), peak viscosity (17%), and caused microstructural changes compared to the hammer mill. The toasting of plate milled red and black rice flour caused an insignificant influence on particle size, color, and bulk density. However, it increased the sedimentation value to 134% and 94% and damaged starch by 44% and 19% in red and black rice flour respectively. Further, a reduction in peak viscosity (22%) in red, and increase (16%) in black, along with microstructural changes were also observed. The rice noodle prepared using plate milled, and toasted red rice flour was sensorily acceptable and exhibited excellent textural properties. The study showed that plate milling and thermal treatment significantly affect the quality characteristics of pigmented rice flour and end-product quality.
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Li H, Dhital S, Flanagan BM, Mata J, Gilbert EP, Gidley MJ. High-amylose wheat and maize starches have distinctly different granule organization and annealing behaviour: A key role for chain mobility. Food Hydrocoll 2020; 105:105820. [DOI: 10.1016/j.foodhyd.2020.105820] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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23
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Paulik S, Jekle M, Becker T. A review: Reverse approach to analyze the impact of starch modification on the inflation and gas holding properties of wheat-based matrices. Trends Food Sci Technol 2019; 91:231-9. [DOI: 10.1016/j.tifs.2019.07.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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de Souza Fernandes D, dos Santos TPR, Fernandes AM, Leonel M. Harvest time optimization leads to the production of native cassava starches with different properties. Int J Biol Macromol 2019; 132:710-21. [DOI: 10.1016/j.ijbiomac.2019.03.245] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 03/26/2019] [Accepted: 03/31/2019] [Indexed: 01/18/2023]
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25
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Liu J, Yuan T, Wang R, Liu Y, Fang G. The Properties and Tortilla Making of Corn Flour from Enzymatic Wet-Milling. Molecules 2019; 24:molecules24112137. [PMID: 31174262 PMCID: PMC6600573 DOI: 10.3390/molecules24112137] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 05/31/2019] [Accepted: 06/04/2019] [Indexed: 11/25/2022] Open
Abstract
Corn flour was prepared by wet-milling with the treatment of neutral protease and the gelatinization, thermal and rheological properties were analyzed. Tortilla was prepared with enzyme treated corn flour (ECF) and additives (xanthan gum and cassava starch) and the properties were analyzed. Compared with dry-milling corn flour (DCF) and wet-milling corn flour (WCF), the ECF had less average particle size (16.74 μm), higher peak viscosity and higher final viscosity of 2997 cP and 3300 cP, respectively. The thermal properties showed that ECF had higher ∆H and lower To, Tp and Tc. The G′ of ECF gel (6%, w/w) was higher than that of DCF gel and WCF gel. Dynamic viscoelastic measurement indicated that the tortillas made of ECF had lower G′ and G″ over the frequency range (0.1–100 rad/s) after adding xanthan gum and cassava starch. The gel structure of tortillas made of ECF was homogeneous in distribution of pores. The gelatinization, thermal and rheological properties of corn flour were improved by addition of neutral protease. The addition of xanthan gum and cassava starch helped to make the tortilla with porous structure and good sensory quality.
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Affiliation(s)
- Jie Liu
- College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
| | - Tiantian Yuan
- College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
| | - Ruijuan Wang
- College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
| | - Yawei Liu
- College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
| | - Guihong Fang
- Department of Nutrition and Food Hygiene, Hainan Medical University, Haikou 570100, China.
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26
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Katyal M, Singh N, Chopra N, Kaur A. Hard, medium-hard and extraordinarily soft wheat varieties: Comparison and relationship between various starch properties. Int J Biol Macromol 2019; 123:1143-1149. [DOI: 10.1016/j.ijbiomac.2018.11.192] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 10/30/2018] [Accepted: 11/19/2018] [Indexed: 11/30/2022]
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27
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Li P, Dhital S, Zhang B, He X, Fu X, Huang Q. Surface structural features control in vitro digestion kinetics of bean starches. Food Hydrocoll 2018; 85:343-51. [DOI: 10.1016/j.foodhyd.2018.07.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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Jakobi S, Jekle M, Becker T. High-Pressure Treatment of Non-Hydrated Flour Affects Structural Characteristics and Hydration. Foods 2018; 7:E78. [PMID: 29772734 PMCID: PMC5977098 DOI: 10.3390/foods7050078] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 05/14/2018] [Accepted: 05/14/2018] [Indexed: 11/30/2022] Open
Abstract
In recent years, high-pressure treatment (HPT) has become an established process concerning the preservation of food. However, studies dealing with the structural, and consequently functional modification of non-hydrated starchy matrices (moisture content ≤ 15%) by HPT are missing. To close this knowledge gap, pressure (0⁻600 MPa, 10 min) and pressurization time depending (0⁻20 min, 450 MPa) alterations of wheat flour were investigated. Pressure rise from 0 to 600 MPa or pressurization time rise from 0 to 20 min resulted in a decline of amylopectin content from 68.3 ± 2.0% to 59.7 ± 1.5% (linearly, R² = 0.83) and 59.6 ± 0.7% (sigmoidal), respectively. Thereby, detectable total amount of starch decreased from 77.7 ± 0.8% linearly to 67.6 ± 1.7%, and sigmoidal, to 69.4 ± 0.4%, respectively. Increase in pressure caused a linear decrease in gelatinization enthalpy of 33.2 ± 5.6%, and linear increase in hydration properties by 11.0 ± 0.6%. The study revealed structural and technological relevant alterations of starch-based food matrices with low moisture content by HPT, which must be taken into consideration during processing and preservation of food.
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Affiliation(s)
- Sabina Jakobi
- Research Group Cereal Technology and Process Engineering, Institute of Brewing and Beverage Technology, Technical University of Munich, 85354 Freising, Germany.
| | - Mario Jekle
- Research Group Cereal Technology and Process Engineering, Institute of Brewing and Beverage Technology, Technical University of Munich, 85354 Freising, Germany.
| | - Thomas Becker
- Research Group Cereal Technology and Process Engineering, Institute of Brewing and Beverage Technology, Technical University of Munich, 85354 Freising, Germany.
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Loubes MA, González LC, Tolaba MP. Pasting behaviour of high impact ball milled rice flours and its correlation with the starch structure. J Food Sci Technol 2018; 55:2985-93. [PMID: 30065407 DOI: 10.1007/s13197-018-3216-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 05/03/2018] [Accepted: 05/09/2018] [Indexed: 10/16/2022]
Abstract
The effects of rotational speed and milling time on pasting profile, particle size and morphology, damaged starch and gelatinization enthalpy of modified rice flours were analysed by response surface methodology to investigate the relationships among functional attributes and starch structure. Morphological changes were corroborated by scanning electron microscopy. Peak time (Pt), pasting temperature (PT), peak and final viscosities from rapid visco-analysis showed a significant decrease with increasing of milling severity. The reduction in final viscosity (FV up to 4770 mPa s), particularly for the refined flour fraction (volume median diameter, D50 < 140 µm), evidenced the poor capacity of damaged starch to bind water during heating step. In comparison with native flour, the modified flours presented higher values of damaged starch (DS 5.94-16.46%), and viscosities as well as lower values of gelatinization enthalpy (ΔH 4.67-0.71 J/g), Pt and PT denoting a lower resistance to shear stress and cooking. Such behavior is desirable in mixture design to enhance flour particles dispersion and to facilitate the interaction among food ingredients. Structural changes of starch were strongly associated to pasting behavior as it can be appreciated from the significant correlations founded: FV-DS, setback viscosity (SB)-DS, SB-D50, SB-ΔH. Planetary ball milling is a novel green method to obtain physically modified rice flours with distinctive characteristics regarding native flours, which could be well controlled by selecting suitable milling conditions. More studies should be required to expand the applications of the modified rice flours, in food and non-food products, with specific functional requirements.
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Wu F, Li J, Yang N, Chen Y, Jin Y, Xu X. The Roles of Starch Structures in the Pasting Properties of Wheat Starch with Different Degrees of Damage. STARCH-STARKE 2018. [DOI: 10.1002/star.201700190] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Fengfeng Wu
- State Key Laboratory of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R China
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
| | - Jing Li
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
| | - Na Yang
- State Key Laboratory of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R China
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
| | - Yisheng Chen
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
- Research Center of National Functional Food Engineering Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
| | - Yamei Jin
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
- Research Center of National Functional Food Engineering Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
| | - Xueming Xu
- State Key Laboratory of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R China
- School of Food Science and Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
- Research Center of National Functional Food Engineering Technology, Jiangnan University; 1800 Lihu Road, Wuxi 214122 Jiangsu Province P.R. China
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Logié N, Della Valle G, Rolland-sabaté A, Descamps N, Soulestin J. How does temperature govern mechanisms of starch changes during extrusion? Carbohydr Polym 2018; 184:57-65. [DOI: 10.1016/j.carbpol.2017.12.040] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 12/03/2017] [Accepted: 12/14/2017] [Indexed: 11/21/2022]
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Han X, Kang J, Bai Y, Xue M, Shi YC. Structure of pyrodextrin in relation to its retrogradation properties. Food Chem 2018; 242:169-173. [DOI: 10.1016/j.foodchem.2017.09.015] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 08/27/2017] [Accepted: 09/04/2017] [Indexed: 11/25/2022]
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Lu X, Xiao J, Huang Q. Pickering emulsions stabilized by media-milled starch particles. Food Res Int 2018; 105:140-9. [DOI: 10.1016/j.foodres.2017.11.006] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 11/01/2017] [Accepted: 11/05/2017] [Indexed: 11/22/2022]
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36
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Jakobi S, Jekle M, Becker T. Direct link between specific structural levels of starch and hydration properties. Carbohydr Polym 2018; 181:159-166. [DOI: 10.1016/j.carbpol.2017.10.062] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 10/13/2017] [Accepted: 10/18/2017] [Indexed: 11/28/2022]
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37
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Roman L, Gomez M, Li C, Hamaker BR, Martinez MM. Biophysical features of cereal endosperm that decrease starch digestibility. Carbohydr Polym 2017; 165:180-188. [DOI: 10.1016/j.carbpol.2017.02.055] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Revised: 02/11/2017] [Accepted: 02/14/2017] [Indexed: 10/20/2022]
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Giraldo Toro A, Gibert O, Briffaz A, Ricci J, Dufour D, Tran T, Bohuon P. Starch gelatinization and in vitro digestibility behaviour after heat treatment: Comparison between plantain paste and piece of pulp. Carbohydr Polym 2016; 147:426-35. [DOI: 10.1016/j.carbpol.2016.04.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 03/31/2016] [Accepted: 04/06/2016] [Indexed: 11/23/2022]
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Crofton AR, Hudson SM, Howard K, Pender T, Abdelgawad A, Wolski D, Kirsch WM. Formulation and characterization of a plasma sterilized, pharmaceutical grade chitosan powder. Carbohydr Polym 2016; 146:420-6. [PMID: 27112892 PMCID: PMC4850552 DOI: 10.1016/j.carbpol.2016.03.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 02/17/2016] [Accepted: 03/03/2016] [Indexed: 10/22/2022]
Abstract
Chitosan has great potential as a pharmaceutical excipient. In this study, chitosan flake was micronized using cryo-ball and cryo-jet milling and subsequently sterilized with nitrogen plasma. Micronized chitosan was characterized by laser diffraction, scanning electron microscopy (SEM), conductometric titration, viscometry, loss on drying, FTIR, and limulus amebocyte lysate (LAL) assays. Cryo-jet milling produced mean particle size of 16.05μm, 44% smaller than cryo-ball milling. Cryomilled chitosan demonstrated increased hygroscopicity, but reduced molecular weight and degree of deacetylation (DD). SEM imaging showed highly irregular shapes. FTIR showed changes consistent with reduced DD and an unexplained shift at 1100cm(-1). Plasma treated chitosan was sterile with <2.5EU/g after low-pressure plasma and <1.3EU/g after atmospheric pressure plasma treatment. Plasma treatment decreased the reduced viscosity of chitosan flake and powder, with a greater effect on powder. In conclusion, pharmaceutical grade, sterile chitosan powder was produced with cryo-jet milling and plasma sterilization.
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Affiliation(s)
- Andrew R Crofton
- Department of Anatomy, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States; Neurosurgery Center for Research, Training, and Education, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States.
| | - Samuel M Hudson
- College of Textiles, North Carolina State University, 2401 Research Dr., Raleigh, NC 27695, United States.
| | - Kristy Howard
- Neurosurgery Center for Research, Training, and Education, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States.
| | - Tyler Pender
- Neurosurgery Center for Research, Training, and Education, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States.
| | - Abdelrahman Abdelgawad
- College of Textiles, North Carolina State University, 2401 Research Dr., Raleigh, NC 27695, United States.
| | - Daniel Wolski
- College of Textiles, North Carolina State University, 2401 Research Dr., Raleigh, NC 27695, United States.
| | - Wolff M Kirsch
- Division of Biochemistry, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States; Neurosurgery Center for Research, Training, and Education, School of Medicine, Loma Linda University, 11234 Anderson St., Medical Center A537, Loma Linda, CA 92350, United States.
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Hackenberg S, Verheyen C, Jekle M, Becker T. Effect of mechanically modified wheat flour on dough fermentation properties and bread quality. Eur Food Res Technol 2017; 243:287-96. [DOI: 10.1007/s00217-016-2743-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Chen X, Li X, Mao X, Huang H, Miao J, Gao W. Study on the effects of different drying methods on physicochemical properties, structure, and in vitro digestibility of Fritillaria thunbergii Miq. (Zhebeimu) flours. Food and Bioproducts Processing 2016. [DOI: 10.1016/j.fbp.2016.01.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Roa DF, Baeza RI, Tolaba MP. Effect of ball milling energy on rheological and thermal properties of amaranth flour. J Food Sci Technol 2015; 52:8389-94. [PMID: 26604420 DOI: 10.1007/s13197-015-1976-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 07/06/2015] [Accepted: 07/21/2015] [Indexed: 11/29/2022]
Abstract
Pearled amaranth grains obtained by abrasive milling were processed by planetary ball milling to produce amaranth flours. The influence of milling energy on rheological and thermal behavior of amaranth flour dispersions and stability during 24 h storage at 4 °C were investigated based on a factorial design. The rheological behavior of flour dispersions (4 % and 8 % w/v) was determined using a rotational viscometer, while gelatinization degree was determined by differential scanning calorimetry as a measure of structural changes.The power law model was found to be suitable in expressing the relationship between shear stress and shear rate. Flour dispersions showed a pseudoplastic behavior. However this character decreased with the storage being dependent on flour concentration and milling energy. A decrease of the consistency index and an increase of the flow behavior index were observed as a result of the increasing milling energy. Gelatinization enthalpy decrease showed the loss of crystalline structure due to ball milling. Amaranth flour dispersions presented increasing stability during storage. It was observed, that the stability changed with the concentration of amaranth flours.Thus, more stable dispersions were obtained as the flour concentration increased. The highly milled sample was the most stable sample during the storage.
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Affiliation(s)
- Diego F Roa
- Industry Department, Faculty of Exact and Natural Sciences, University of Buenos Aires (FCEyN-UBA), Buenos Aires, Argentina
| | - Rosa I Baeza
- Industry Department, Faculty of Exact and Natural Sciences, University of Buenos Aires (FCEyN-UBA), Buenos Aires, Argentina ; Pontificia Universidad Católica Argentina, Facultad de Ciencias Agrarias, Buenos Aires, Argentina
| | - Marcela P Tolaba
- Industry Department, Faculty of Exact and Natural Sciences, University of Buenos Aires (FCEyN-UBA), Buenos Aires, Argentina
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43
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Affiliation(s)
- Lei Shi
- Textile InstituteSichuan UniversityChengduP.R. China
| | - Fei Cheng
- Textile InstituteSichuan UniversityChengduP.R. China
| | - Pu‐Xin Zhu
- Textile InstituteSichuan UniversityChengduP.R. China
| | - Yi Lin
- Textile InstituteSichuan UniversityChengduP.R. China
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Yu J, Wang S, Wang J, Li C, Xin Q, Huang W, Zhang Y, He Z, Wang S. Effect of laboratory milling on properties of starches isolated from different flour millstreams of hard and soft wheat. Food Chem 2015; 172:504-14. [DOI: 10.1016/j.foodchem.2014.09.070] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2014] [Revised: 07/30/2014] [Accepted: 09/12/2014] [Indexed: 11/26/2022]
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45
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Wang C, He X, Fu X, Luo F, Huang Q. High-speed shear effect on properties and octenylsuccinic anhydride modification of corn starch. Food Hydrocoll 2015; 44:32-9. [DOI: 10.1016/j.foodhyd.2014.09.007] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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46
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Santoso B, Sakakura K, Naito H, Ohmi M, Nishimura Y, Uchiyama T, Itaya A, Hisamatsu M, Ehara H, Mishima T. Effects of Micro Powder Milling on Physicochemical Properties of Sago Starch. J Appl Glycosci (1999) 2015. [DOI: 10.5458/jag.jag.jag-2015_008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Affiliation(s)
- Budi Santoso
- Faculty of Agriculture and Agricultural Technology of Papua University
- Graduate School of Regional Innovation Studies, Mie University
| | | | - Hitoshi Naito
- College of Life Science, Kurashiki University of Science and the Arts
| | - Masaharu Ohmi
- Graduate School of Agriculture, Tokyo University of Agriculture and Technology
| | | | | | - Akemi Itaya
- Graduate School of Bioresources, Mie University
| | | | | | - Takashi Mishima
- Graduate School of Regional Innovation Studies, Mie University
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Abstract
The effect of ball-milling on physicochemical properties of maize starch was evaluated. Results found that the cold water solubility (CWS) of maize starch was positively correlated with the time of milling up to 3 h. There was no significant influence of using a ceramic pot versus a stainless steel pot on CWS. However, following 5 h of ball-milling CWS increased quite dramatically in the ceramic pot (72.6%) and in the stainless steel pot (70.7%), as compared to the untreated maize starches (2.9%). In addition, as CWS increased, the regions of amorphism enlarged at the expense of the crystalline regions, resulting in a change from the native starch state (oval with a smooth surface) to having more of a rough, abrasive surface. Finally, the transparency of the starch increased as CWS increased and that the syneresis of freeze-thawed ball-milled maize starch also increased with an increase in the number of freeze-thaw cycles.
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Affiliation(s)
- Shenghua He
- School of Food Science and Engineering, Harbin Institute of Technology, Harbin 150090, China
| | - Yibing Qin
- Shanghai Entry-Exit Inspections and Quarantine Bureau, Shanghai 200135, China
| | - Elfalleh Walid
- Institut des Régions Arides de Médenine, Laboratoire d'Aridoculture et Cultures Oasiennes, 4119, Tunisia
| | - Lin Li
- School of Food Science and Engineering, Harbin Institute of Technology, Harbin 150090, China
| | - Jie Cui
- School of Food Science and Engineering, Harbin Institute of Technology, Harbin 150090, China
| | - Ying Ma
- School of Food Science and Engineering, Harbin Institute of Technology, Harbin 150090, China
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Arns B, Paraginski RT, Bartz J, de Almeida Schiavon R, Elias MC, da Rosa Zavareze E, Dias ARG. The effects of heat-moisture treatment of rice grains before parboiling on viscosity profile and physicochemical properties. Int J Food Sci Technol 2014. [DOI: 10.1111/ijfs.12580] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Bruna Arns
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Ricardo Tadeu Paraginski
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Josiane Bartz
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Rafael de Almeida Schiavon
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Moacir Cardoso Elias
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Elessandra da Rosa Zavareze
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
| | - Alvaro Renato Guerra Dias
- Agroindustrial Science and Technology; Federal University of Pelotas; Campus Capão do Leão; s/n 96010-900 Pelotas Brazil
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Li M, Hasjim J, Xie F, Halley PJ, Gilbert RG. Shear degradation of molecular, crystalline, and granular structures of starch during extrusion. STARCH-STARKE 2013. [DOI: 10.1002/star.201300201] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Ming Li
- School of Pharmacy; Huazhong University of Science and Technology; Wuhan Hubei, P. R. China
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation; The University of Queensland; Brisbane QLD Australia
| | - Jovin Hasjim
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation; The University of Queensland; Brisbane QLD Australia
| | - Fengwei Xie
- Australian Institute for Bioengineering and Nanotechnology; The University of Queensland; Brisbane QLD Australia
| | - Peter J. Halley
- Australian Institute for Bioengineering and Nanotechnology; The University of Queensland; Brisbane QLD Australia
| | - Robert G. Gilbert
- School of Pharmacy; Huazhong University of Science and Technology; Wuhan Hubei, P. R. China
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation; The University of Queensland; Brisbane QLD Australia
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50
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Bajer D, Kaczmarek H, Bajer K. The structure and properties of different types of starch exposed to UV radiation: A comparative study. Carbohydr Polym 2013; 98:477-82. [DOI: 10.1016/j.carbpol.2013.05.090] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Revised: 05/29/2013] [Accepted: 05/31/2013] [Indexed: 10/26/2022]
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