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Jha UC, Nayyar H, Thudi M, Beena R, Vara Prasad PV, Siddique KHM. Unlocking the nutritional potential of chickpea: strategies for biofortification and enhanced multinutrient quality. FRONTIERS IN PLANT SCIENCE 2024; 15:1391496. [PMID: 38911976 PMCID: PMC11190093 DOI: 10.3389/fpls.2024.1391496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/20/2024] [Indexed: 06/25/2024]
Abstract
Chickpea (Cicer arietinum L.) is a vital grain legume, offering an excellent balance of protein, carbohydrates, fats, fiber, essential micronutrients, and vitamins that can contribute to addressing the global population's increasing food and nutritional demands. Chickpea protein offers a balanced source of amino acids with high bioavailability. Moreover, due to its balanced nutrients and affordable price, chickpea is an excellent alternative to animal protein, offering a formidable tool for combating hidden hunger and malnutrition, particularly prevalent in low-income countries. This review examines chickpea's nutritional profile, encompassing protein, amino acids, carbohydrates, fatty acids, micronutrients, vitamins, antioxidant properties, and bioactive compounds of significance in health and pharmaceutical domains. Emphasis is placed on incorporating chickpeas into diets for their myriad health benefits and nutritional richness, aimed at enhancing human protein and micronutrient nutrition. We discuss advances in plant breeding and genomics that have facilitated the discovery of diverse genotypes and key genomic variants/regions/quantitative trait loci contributing to enhanced macro- and micronutrient contents and other quality parameters. Furthermore, we explore the potential of innovative breeding tools such as CRISPR/Cas9 in enhancing chickpea's nutritional profile. Envisioning chickpea as a nutritionally smart crop, we endeavor to safeguard food security, combat hunger and malnutrition, and promote dietary diversity within sustainable agrifood systems.
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Affiliation(s)
- Uday Chand Jha
- Indian Council of Agricultural Research (ICAR) – Indian Institute of Pulses Research (IIPR), Kanpur, Uttar Pradesh, India
- Department of Agronomy, Feed the Future Innovation Lab for Collaborative Research on Sustainable Intensification, Kansas State University, Manhattan, KS, United States
| | - Harsh Nayyar
- Department of Botany, Panjab University, Chandigarh, India
| | - Mahender Thudi
- College of Agriculture, Family Sciences and Technology, Fort Valley State University, Fort Valley, GA, United States
| | - Radha Beena
- Department of Plant Physiology, College of Agriculture, Vellayani, Kerala Agriculture University, Thiruvananthapuram, Kerala, India
| | - P. V. Vara Prasad
- Department of Agronomy, Feed the Future Innovation Lab for Collaborative Research on Sustainable Intensification, Kansas State University, Manhattan, KS, United States
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2
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Zhang R, Yu J, Zhang S, Hu Y, Liu H, Liu S, Wu Y, Gao S, Pei J. Effects of repeated and continuous dry heat treatments on the physicochemical, structural, and in vitro digestion properties of chickpea starch. Int J Biol Macromol 2024; 271:132485. [PMID: 38821794 DOI: 10.1016/j.ijbiomac.2024.132485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 05/10/2024] [Accepted: 05/16/2024] [Indexed: 06/02/2024]
Abstract
The study investigated the impacts of repeated (RDH) and continuous dry heat (CDH) treatments on the physicochemical, structural, and in vitro digestion properties of chickpea starch. The results of SEM and CLSM showed that more fissures and holes appeared on the surface of granules as the treated time of CDH and the circles of RDH increased, both of which made the starch sample much easier to break down by digestive enzymes. Moreover, the fissures and holes of starch granules treated by CDH were more obvious than those of RDH. The XRD and FT-IR results suggested that the crystal type remained C-type, and the relative crystallinity and R1047/1022 of the chickpea starch decreased after dry heat treatments. In addition, a marked decline in the pasting viscosity and gelatinization temperature of chickpea starches was found with dry heat treatments. Moreover, the increased enzyme accessibility of starch was fitted as suggested by the increased RDS content and digestion rate. This study provided basic data for the rational design of chickpea starch-based foods with nutritional functions.
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Affiliation(s)
- Rui Zhang
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China
| | - Jiahe Yu
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China
| | - Si Zhang
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China
| | - Yijing Hu
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China
| | - Hang Liu
- Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan 030031, PR China
| | - Shuang Liu
- Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan 030031, PR China
| | - Yalong Wu
- Sichuan Eden Biology Technology Co., Ltd, Chengdu 610000, PR China
| | - Shanshan Gao
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China.
| | - Jianfei Pei
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China.
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3
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Zhang C, Jia J, Gao M, Liu Y, Dou B, Zhang N. Effect of different heat-moisture treatment times on the structure, physicochemical properties and in vitro digestibility of japonica starch. Int J Biol Macromol 2024; 259:129173. [PMID: 38181923 DOI: 10.1016/j.ijbiomac.2023.129173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/19/2023] [Accepted: 12/29/2023] [Indexed: 01/07/2024]
Abstract
Modified starch was prepared from japonica starch (JS) by heat-moisture treatments (HMT). Under the same moisture content and HMT temperature, the effects of various HMT times on the structural, properties of JS and its in vitro digestibility properties were investigated. The results showed that adhesion occurred between the particles of japonica starch after the HMT, and there were depressions on the surface. The size of the JS particles increased, the short-range ordering and relative crystallinity of the HMT-modified starch increased and gradually decreased, reaching a peak of 36.51 % at 6 h, as the HMT time was extended. The pasting indexes of HMT-modified starch decreased and then increased with the increase of the HMT time; compared with JS, the thermal stability of HMT-modified starch increased while the pasting enthalpy decreased. All the HMT-modified starches were weakly gelatinous systems and pseudoplastic fluids. Following HMT, the amount of resistant starch (RS) and slowly digested starch (SDS) grew initially before declining. The amount of RS in HMT-modified starch peaked at 24.28 % when the HMT time was 6 h. The results of this research can serve as a theoretical foundation for the creation of modified japonica starch and its use in the food industry.
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Affiliation(s)
- Chujia Zhang
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Jianhui Jia
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China; College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang 157011, China
| | - Man Gao
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Ying Liu
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Boxin Dou
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China.
| | - Na Zhang
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China.
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Subroto E, Cahyana Y, Indiarto R, Rahmah TA. Modification of Starches and Flours by Acetylation and Its Dual Modifications: A Review of Impact on Physicochemical Properties and Their Applications. Polymers (Basel) 2023; 15:2990. [PMID: 37514380 PMCID: PMC10385776 DOI: 10.3390/polym15142990] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/06/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Various modification treatments have been carried out to improve the physicochemical and functional properties of various types of starch and flour. Modification by acetylation has been widely used to improve the quality and stability of starch. This review describes the effects of acetylation modification and its dual modifications on the physicochemical properties of starch/flour and their applications. Acetylation can increase swelling power, swelling volume, water/oil absorption capacity, and retrogradation stability. The dual modification of acetylation with cross-linking or hydrothermal treatment can improve the thermal stability of starch/flour. However, the results of the modifications may vary depending on the type of starch, reagents, and processing methods. Acetylated starch can be used as an encapsulant for nanoparticles, biofilms, adhesives, fat replacers, and other products with better paste stability and clarity. A comparison of various characteristics of acetylated starches and their dual modifications is expected to be a reference for developing and applying acetylated starches/flours in various fields and products.
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Affiliation(s)
- Edy Subroto
- Department of Food Industrial Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia
| | - Yana Cahyana
- Department of Food Industrial Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia
| | - Rossi Indiarto
- Department of Food Industrial Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia
| | - Tiara Aray Rahmah
- Department of Food Industrial Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia
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Nie M, Piao C, Wang A, Xi H, Chen Z, He Y, Wang L, Liu L, Huang Y, Wang F, Tong LT. Physicochemical properties and in vitro digestibility of highland barley starch with different extraction methods. Carbohydr Polym 2023; 303:120458. [PMID: 36657856 DOI: 10.1016/j.carbpol.2022.120458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 12/04/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022]
Abstract
The objective of this study was to compare the structural, thermal, rheological and digestive properties of highland barley starch (HBS) by different extraction methods. Five techniques were used to extract HBS: Alkali extraction, Ultrasound extraction, double enzyme extraction (DE), three enzyme extraction (TE) and ultrasonic assisted TE (U-TE). The results indicated that the Ultrasound extracted HBS had fewer Maltese crosses, lower molecular weight (Mw), and higher content of damaged starch (P < 0.05). Meanwhile, DE extracted HBS had higher Mw, and the content of short amylopectin than that of Alkali extracted HBS (P < 0.05). Additionally, the DE extracted HBS showed the highest relative crystallinity and good short-range ordered structure, which led to the outcome of stronger thermal stability and higher values of G' and G'' (P < 0.05). These results indicated that enzymatic extraction could better protect the resistance of HBS by protecting its physicochemical properties.
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Affiliation(s)
- Mengzi Nie
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China; College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, China
| | - Chunhong Piao
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, China
| | - Aixia Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Huihan Xi
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Zhiying Chen
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Yue He
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Lili Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Liya Liu
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Yatao Huang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Fengzhong Wang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China.
| | - Li-Tao Tong
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China.
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Zhou D, Yang G, Tian Y, Kang J, Wang S. Different effects of radio frequency and heat block treatments on multi-scale structure and pasting properties of maize, potato, and pea starches. Food Hydrocoll 2022. [DOI: 10.1016/j.foodhyd.2022.108306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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7
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Grasso N, Bot F, Roos Y, Crowley S, Arendt E, O'Mahony J. The influence of protein concentration on key quality attributes of chickpea-based alternatives to cheese. Curr Res Food Sci 2022; 5:2004-2012. [PMID: 36324865 PMCID: PMC9619148 DOI: 10.1016/j.crfs.2022.09.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 08/09/2022] [Accepted: 09/30/2022] [Indexed: 11/07/2022] Open
Abstract
In response to consumer demands, plant protein ingredients are increasingly being used in the formulation of plant-based alternatives to cheese. The aim of this study was to determine the influence of protein concentration on key quality attributes of chickpea-based alternatives to cheese. Moreover, the age-induced changes in such attributes were assessed, with samples analysed after 1 month of storage. After characterisation of the ingredients, the chickpea-based formulations were prepared by blending chickpea flour and protein concentrate in different proportions to obtain four samples of increasing protein content (i.e., 8.68-21.5%). Formulations were developed at pH ∼4.5, and a moisture content of 50%, with shea butter used to obtain 15% fat content. The differential scanning calorimetry thermograms of the samples showed a main peak around 30 °C, corresponding to transition of the shea butter, and a smaller peak around 70 °C related to starch gelatinisation. Analysis of microstructure showed formation of a protein matrix with more extensive protein structure at high protein concentration. Furthermore, none of the chickpea-based samples melted under the testing conditions and all samples showed increasing values for adhesiveness, springiness and cohesiveness with increasing protein content. However, hardness was the highest for the sample with the lowest protein content, likely due to starch retrogradation. After storage, hardness increased further for all samples. This work improves our understanding of the role of chickpea protein in developing plant-based alternatives to cheese and the challenges therein.
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8
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Xiao S, Li Z, Zhou K, Fu Y. Chemical composition of kabuli and desi chickpea ( Cicer arietinum L.) cultivars grown in Xinjiang, China. Food Sci Nutr 2022; 11:236-248. [PMID: 36655092 PMCID: PMC9834862 DOI: 10.1002/fsn3.3056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 08/12/2022] [Accepted: 08/14/2022] [Indexed: 01/21/2023] Open
Abstract
Chickpeas are a very important legume crop and have abundant protein, carbohydrate, lipid, fiber, isoflavone, and mineral contents. The chemical compositions of the four chickpea species (Muying-1, Keying-1, Desi-1, Desi-2) from Xinjiang, China, were analyzed, and 46 different flavonoids in Muying-1 were detected. The moisture content ranged from 7.64 ± 0.01 to 7.89 ± 0.02 g/100 g, the content of starch in the kabuli chickpeas was greater than that in the desi chickpeas, the total ash content ranged from 2.59 ± 0.05 to 2.69 ± 0.03 g/100 g and the vitamin B1 content of the chickpeas ranged from 0.31 to 0.36 mg/100 g. The lipid content ranged from 6.35 to 9.35 g/100 g and the major fatty acids of chickpeas were linoleic, oleic, and palmitic acids. Both kabuli and desi chickpeas have a high content of unsaturated fatty acids (USFAs), Muying-1 and Desi-1 contained the highest level of linoleic acid, and Keying-1 had the highest oleic acid content. The protein level ranged from 19.79 ± 2.89 to 23.38 ± 0.30 g/100 g, and the main amino acids were aspartic acid, glutamic acid, and arginine acid. The four chickpea species had significant amounts of essential amino acids (EAAs). Forty-six varieties of flavonoids in Muying-1 were determined by ultra high-performance liquid chromatography coupled with triple quadrupole mass spectrometry (UPLC-QqQ-MS) analysis, and there were higher levels of conjugate flavonoids (55.95%) than free flavonoids (44.05%). Isoflavones were the most abundant flavonoids in Muying-1, and among the isoflavones, daidzin had the highest content, followed by biochanin A and genistin. Muying-1 was rich in daidzin, biochanin A, genistin, troxerutin, isorhamnetin, astilbin, L-epicatechin, astragalin, acacetin, hyperoside, and myricitrin. Information provided in the study will be helpful to further understand the chemical composition of chickpeas and be beneficial to the development of chickpeas.
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Affiliation(s)
- Shiqi Xiao
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and TechnologyXinjiang UniversityUrumqiChina
| | - Zhenglei Li
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and TechnologyXinjiang UniversityUrumqiChina
| | - Keqiang Zhou
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and TechnologyXinjiang UniversityUrumqiChina
| | - Yinghua Fu
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and TechnologyXinjiang UniversityUrumqiChina
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9
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Tarahi M, Shahidi F, Hedayati S. A novel starch from bitter vetch (
Vicia ervilia
) seeds: A comparison of its physicochemical, structural, thermal, rheological, and pasting properties with conventional starches. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.16021] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Mohammad Tarahi
- Department of Food Science and Technology, Faculty of Agriculture Ferdowsi University of Mashhad (FUM) Mashhad Iran
| | - Fakhri Shahidi
- Department of Food Science and Technology, Faculty of Agriculture Ferdowsi University of Mashhad (FUM) Mashhad Iran
| | - Sara Hedayati
- Nutrition Research Center, School of Nutrition and Food Sciences Shiraz University of Medical Sciences Shiraz Iran
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Mariscal M, Espinosa‐Ramírez J, Pérez‐Carrillo E, Santacruz A, Cervantes‐Astorga E, Serna‐Saldívar SO. Comparative lactic acid fermentation with five
Lactobacillus
strains of supernatants made of extruded and saccharified chickpea flour. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15927] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Mireya Mariscal
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
| | - Johanan Espinosa‐Ramírez
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
| | - Esther Pérez‐Carrillo
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
| | - Arlette Santacruz
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
| | - Enrique Cervantes‐Astorga
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
| | - Sergio O. Serna‐Saldívar
- Tecnologico de Monterrey, School of Engineering and Sciences, Av. Eugenio Garza Sada 2501 Sur, Monterrey, Nuevo Leon Mexico 64849
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11
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Lv X, Zhang S, Zhen S, Shi Y, Liu B. Physicochemical properties of tigernut (
Cyperus esculentus
) tuber starch and its application in steamed bread. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16792] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Xiaofan Lv
- School of Food Science Henan Institute of Science and Technology Xinxiang China
| | - Sheng Zhang
- School of Food Science Henan Institute of Science and Technology Xinxiang China
| | - Shiyu Zhen
- School of Food Science Henan Institute of Science and Technology Xinxiang China
| | - Yuzhong Shi
- School of Food Science Henan Institute of Science and Technology Xinxiang China
| | - Benguo Liu
- School of Food Science Henan Institute of Science and Technology Xinxiang China
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12
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Xiaofan LV, CHEN Y, ZHOU W. Effect of cross-linking with sodium trimetaphosphate on structural and physicochemical properties of tigernut starch. FOOD SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1590/fst.76422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- LV Xiaofan
- Henan Institute of Science and Technology, China
| | - Yuzhen CHEN
- Henan Institute of Science and Technology, China
| | - Wei ZHOU
- Henan Institute of Science and Technology, China
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13
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Grasso N, Lynch NL, Arendt EK, O'Mahony JA. Chickpea protein ingredients: A review of composition, functionality, and applications. Compr Rev Food Sci Food Saf 2021; 21:435-452. [PMID: 34919328 DOI: 10.1111/1541-4337.12878] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 10/05/2021] [Accepted: 10/31/2021] [Indexed: 01/30/2023]
Abstract
Chickpea (Cicer arietinum L.) is a pulse consumed all over the world, representing a good source of protein, as well as fat, fiber, and other carbohydrates. As a result of the growing global population the demand for the protein component of this pulse is increasing and various approaches have been proposed and developed to extract same. In this review the composition, functionality, and applications of chickpea protein ingredients are described. Moreover, methods to enhance protein quality have been identified, as well as applications of the coproducts resulting from protein extraction and processing. The principal dry and wet protein enrichment approaches, resulting in protein concentrates and isolates, include air classification, alkaline/acid extraction, salt extraction, isoelectric precipitation, and membrane filtration. Chickpea proteins exhibit good functional properties such as solubility, water and oil absorption capacity, emulsifying, foaming, and gelling. During protein enrichment, the functionality of protein can be enhanced in addition to primary processing (e.g., germination and dehulling, fermentation, enzymatic treatments). Different applications of chickpea protein ingredients, and their coproducts, have been identified in research, highlighting the potential of these ingredients for novel product development and improvement of the nutritional profile of existing food products. Formulations to meet consumer needs in terms of healthy and sustainable foods have been investigated in the literature and can be further explored. Future research may be useful to improve applications of the specific coproducts that result from the extraction of chickpea proteins, thereby leading to more sustainable processes.
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Affiliation(s)
- Nadia Grasso
- School of Food and Nutritional Sciences, University College Cork, Cork, Ireland
| | - Nicola L Lynch
- School of Food and Nutritional Sciences, University College Cork, Cork, Ireland
| | - Elke K Arendt
- School of Food and Nutritional Sciences, University College Cork, Cork, Ireland
| | - James A O'Mahony
- School of Food and Nutritional Sciences, University College Cork, Cork, Ireland
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14
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Tan X, Tan X, Li E, Bai Y, Nguyen TTL, Gilbert RG. Starch molecular fine structure is associated with protein composition in chickpea seed. Carbohydr Polym 2021; 272:118489. [PMID: 34420745 DOI: 10.1016/j.carbpol.2021.118489] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 07/22/2021] [Accepted: 07/23/2021] [Indexed: 12/14/2022]
Abstract
Chickpea (Cicer arietinum L.) seed is a nutritional food high in starch and protein. This study aims to find the relationships between the molecular fine structure of starch and the composition of storage proteins and metabolic enzymes, using different chickpea varieties. It is found that storage proteins and starch biosynthetic enzymes influence each other. The initial formation of amylopectin molecules is affected by storage proteins, as suggested by the positive correlation (p < 0.01) between the average molecular size of amylopectin and total protein content. In addition, a higher amount of seed globulin could be an indication of higher amylose content and more short - medium amylose chains (degree of polymerization, DP, 118-2000). This study might assist selection of chickpea varieties with desirable qualities, such as low starch digestibility.
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Affiliation(s)
- Xiaoyan Tan
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia; Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China
| | - Xinle Tan
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China; School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Enpeng Li
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China
| | - Yeming Bai
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia; Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China
| | - Thoa T L Nguyen
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia; Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China
| | - Robert G Gilbert
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia; Joint International Research Laboratory of Agriculture and Agri-Product Safety, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu Province, China; School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia.
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15
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Li R, Dai L, Peng H, Jiang P, Liu N, Zhang D, Wang C, Li Z. Effects of microwave treatment on sorghum grains: Effects on the physicochemical properties and in vitro digestibility of starch. J FOOD PROCESS ENG 2021. [DOI: 10.1111/jfpe.13804] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ren Li
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
- National Coarse Cereals Engineering Research Center Daqing China
| | - Lingyan Dai
- College of Science and Biotechnology Heilongjiang Bayi Agricultural University Daqing Heilongjiang China
| | - Hui Peng
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
| | - Peng Jiang
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
| | - Nian Liu
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
| | - Dongjie Zhang
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
- National Coarse Cereals Engineering Research Center Daqing China
| | - Changyuan Wang
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
| | - Zhijiang Li
- College of Food Science Heilongjiang Bayi Agricultural University Daqing China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety Daqing China
- National Coarse Cereals Engineering Research Center Daqing China
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16
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Zhang K, Zhao D, Huang Q, Huang J, Wen Q. Physicochemical, Structural Properties and In Vitro Digestibility of A‐ and B‐type Granules Isolated from Green Wheat and Mature Wheat Starch. STARCH-STARKE 2021. [DOI: 10.1002/star.202100065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Kangyi Zhang
- Center of Agricultural Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
- Henan International Union Laboratory for Whole Grain Wheat Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
| | - Di Zhao
- Center of Agricultural Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
- Henan International Union Laboratory for Whole Grain Wheat Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
| | - Qingrong Huang
- Henan International Union Laboratory for Whole Grain Wheat Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
- Department of Food Science Rutgers University New Jersey, 65 Dudley Road New Brunswick New Jersey 08901 USA
| | - Jihong Huang
- College of Biological Engineering Henan University of Technology Zhengzhou 450002 China
| | - Qingyu Wen
- Center of Agricultural Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
- Henan International Union Laboratory for Whole Grain Wheat Products Processing Henan Academy of Agricultural Sciences Zhengzhou 450002 China
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17
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Liu S, Zhao L, Zhang J, Wang L, Liu H. Functional drink powders from vertical-stone-milled oat and highland barley with high dietary-fiber levels decrease the postprandial glycemic response. J Funct Foods 2021. [DOI: 10.1016/j.jff.2021.104548] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
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18
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Highland barley starch (Qingke): Structures, properties, modifications, and applications. Int J Biol Macromol 2021; 185:725-738. [PMID: 34224757 DOI: 10.1016/j.ijbiomac.2021.06.204] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/27/2021] [Accepted: 06/29/2021] [Indexed: 01/21/2023]
Abstract
Highland barley (HB) is mainly composed of starch, which may account for up to 65% of the dry weight to the kernel. HB possesses unique physical and chemical properties and has good industrial application potential. It has also been identified as a minor grain crop with excellent nutritional and health functions. Highland barley starch (HBS) features a number of structural and functional properties that render it a useful material for numerous food and non-food applications. This review summarizes the current status of research on the extraction processes, chemical composition, molecular fine structures, granular morphology, physicochemical properties, digestibility, chemical and physical modifications, and potential uses of HBS. The findings provide a comprehensive reference for further research on HBS and its applications in various food and non-food industries.
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19
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Kim HR, Hong JS, Choi SJ, Moon TW. Modeling of in vitro digestion behavior of corn starches of different digestibility using modified log of slope (LOS) method. Food Res Int 2021; 146:110436. [PMID: 34119249 DOI: 10.1016/j.foodres.2021.110436] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/20/2021] [Accepted: 05/18/2021] [Indexed: 01/23/2023]
Abstract
This study aimed to further improve the previously described first-order equation representing in vitro digestion of starch by extensively explaining modified log of slope (LOS) plot method. Hydrolysis curves of various starches were analyzed using original and/or modified LOS plot methods. Some starches showed significant differences in the results from the two methods; specifically, the modified method better described the digestive behavior of starch with various digestion properties, supported by higher determination coefficient values and better estimation of the digestibility data over digestive phase. The digestion parameters obtained from the modified method provided multiple types of information, including amount and digestion rate of each starch fraction (rapidly digestible, slowly digestible, and resistant starch), supporting the concept of digestible fraction classification. Therefore, the modified LOS plot method described here can be applied as an effective tool for analyzing and describing the multi-scale in vitro digestion behavior of starch.
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Affiliation(s)
- Ha Ram Kim
- Department of Agricultural Biotechnology, Seoul National University, Seoul 08826, Republic of Korea; Research Group of Food Processing, Research Division of Strategic Food Technology, Korea Food Research Institute, Wanju-gun, Jeollabuk-do 55365, Republic of Korea
| | - Jung Sun Hong
- Research Group of Food Processing, Research Division of Strategic Food Technology, Korea Food Research Institute, Wanju-gun, Jeollabuk-do 55365, Republic of Korea
| | - Seung Jun Choi
- Department of Food Science and Technology, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea.
| | - Tae Wha Moon
- Department of Agricultural Biotechnology, Seoul National University, Seoul 08826, Republic of Korea.
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20
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Nutritional components, volatile constituents and antioxidant activities of 6 chickpea species. FOOD BIOSCI 2021. [DOI: 10.1016/j.fbio.2021.100964] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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21
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Zhang J, Zhang M, Wang C, Zhang Y, A R, Bai X, Zhang Y, Zhang J. Effects of high hydrostatic pressure on microstructure, physicochemical properties and in vitro digestibility of oat starch/β‐glucan mixtures. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.15055] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jing Zhang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Meili Zhang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Chen Wang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Yakun Zhang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Rong A
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Xue Bai
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Yuanyuan Zhang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
| | - Jiameng Zhang
- College of Food Science and Engineering Inner Mongolia Agricultural University Huhhot010018China
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22
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Zou J, Xu M, Zou Y, Yang B. Physicochemical properties and microstructure of Chinese yam (Dioscorea opposita Thunb.) flour. Food Hydrocoll 2021. [DOI: 10.1016/j.foodhyd.2020.106448] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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23
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Technological, processing and nutritional aspects of chickpea (Cicer arietinum) - A review. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.01.044] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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24
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Physicochemical and functional properties of mangalô bean (Lablab purpureus L.) starch. Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2020.125706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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25
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Zhang B, Zhang Q, Wu H, Su C, Ge X, Shen H, Han L, Yu X, Li W. The influence of repeated versus continuous dry-heating on the performance of wheat starch with different amylose content. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2020.110380] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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26
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Effect of drying treatment on the structural characterizations and physicochemical properties of starch from canistel (Lucuma nervosa A.DC). Int J Biol Macromol 2020; 167:539-546. [PMID: 33279566 DOI: 10.1016/j.ijbiomac.2020.12.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/11/2020] [Accepted: 12/01/2020] [Indexed: 11/20/2022]
Abstract
This work investigated the effects of hot air drying pretreatment (HAD), freeze drying pretreatment (FD) and vacuum drying pretreatment (VD) on the physicochemical properties and structural characterizations of starch isolated from canistels. X-ray diffraction displayed that the starches separated from canistel by different drying pretreatments showed a typical A-type crystal structure. The SEM image showed that cracks and debris appeared on the surface of HVD and VD particles. The molecular structure of starches obtained by different drying pretreatments was studied using Fourier infrared and solid state 13C CP/MAS NMR analysis. The results indicated that vacuum drying pretreatment could promote the formation of the double helix of starch granules, and hot air drying and freeze drying destroyed the ordered structure of starch granules. These structural changed to affect the physicochemical properties of starch granules. The study of different drying pretreatments to separate starches provided practical value for drying pretreatments. Furthermore, the current study affords information for canistel starches cultivated in China that would be convenient for commercial applications.
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27
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Gao W, Liu P, Zhu J, Hou H, Li X, Cui B. Physicochemical properties of corn starch affected by the separation of granule shells. Int J Biol Macromol 2020; 164:242-252. [DOI: 10.1016/j.ijbiomac.2020.07.127] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 07/04/2020] [Accepted: 07/12/2020] [Indexed: 11/29/2022]
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28
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Zhang B, Zhao K, Su C, Gong B, Ge X, Zhang Q, Li W. Comparing the multi-scale structure, physicochemical properties and digestibility of wheat A- and B-starch with repeated versus continuous heat-moisture treatment. Int J Biol Macromol 2020; 163:519-528. [DOI: 10.1016/j.ijbiomac.2020.07.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 06/12/2020] [Accepted: 07/01/2020] [Indexed: 10/23/2022]
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29
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Addition of amino acids to modulate structural, physicochemical, and digestive properties of corn starch-amino acid complexes under hydrothermal treatment. Int J Biol Macromol 2020; 160:741-749. [DOI: 10.1016/j.ijbiomac.2020.05.238] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/25/2020] [Accepted: 05/26/2020] [Indexed: 12/23/2022]
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30
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Effects of various oil extraction methods on the gelatinization and retrogradation properties of starches isolated from tigernut (Cyperus esculentus) tuber meals. Int J Biol Macromol 2020; 156:144-152. [PMID: 32251750 DOI: 10.1016/j.ijbiomac.2020.03.252] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 03/31/2020] [Accepted: 03/31/2020] [Indexed: 01/29/2023]
Abstract
Gelatinization and retrogradation characteristics of starches from tigernut (Cyperus esculentus) tuber before and after various oil extraction processes were studied in this investigation. The results indicated that starches isolated from tigernut tuber after the various oil extraction processes varied significantly in gelatinization and retrogradation properties. The starches isolated from the cakes of tigernut tuber after hot press extraction exhibited higher retrogradation tendency and relatively less shear-thinning than other starch samples. The results of FT-IR, XRD, and NMR analysis indicated that oil extraction had an unfavorable influence on starch retrogradation, which may be due to structural changes caused by oil extraction processes. In particular, oil extraction led to more efficient packing of double helices in the crystalline lamella of the starches during storage. Retrogradation of the starch gels also reduced the water holding capacities of the starches. The starch sample isolated from the cake after cold press extraction exhibited the highest water absorption capacity among the five samples for all storage times. This investigation provides valuable novel information for the industrial utilization of tigernut tuber starches isolated from meals and cakes after oil extraction.
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31
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Polidoro E, El Halal SLM, Villanova FA, Lindemann IDS, Wang Y, Vanier NL. Physicochemical and milling properties of rice kernels from upper, middle, and basal spikelets of hybrid and inbred lines at early and ideal harvesting stages. Cereal Chem 2020. [DOI: 10.1002/cche.10294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Edimara Polidoro
- Department of Agroindustrial Science and Technology Federal University of Pelotas Pelotas Brazil
| | | | | | - Igor da Silva Lindemann
- Department of Agroindustrial Science and Technology Federal University of Pelotas Pelotas Brazil
| | - Ya‐Jane Wang
- Department of Food Science University of Arkansas Fayetteville AR USA
| | - Nathan Levien Vanier
- Department of Agroindustrial Science and Technology Federal University of Pelotas Pelotas Brazil
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32
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Effect of the addition of modified starch on gelatinization and gelation properties of rice flour. Int J Biol Macromol 2020; 153:26-35. [DOI: 10.1016/j.ijbiomac.2020.03.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 02/20/2020] [Accepted: 03/01/2020] [Indexed: 11/19/2022]
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33
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Siva N, Thavarajah P, Thavarajah D. Prebiotic carbohydrate concentrations of common bean and chickpea change during cooking, cooling, and reheating. J Food Sci 2020; 85:980-988. [DOI: 10.1111/1750-3841.15066] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 12/19/2019] [Accepted: 01/15/2020] [Indexed: 12/24/2022]
Affiliation(s)
- Niroshan Siva
- Dept. of Plant and Environmental Sciences, 270 Poole Agricultural CenterClemson Univ. Clemson SC 29634 U.S.A
| | - Pushparajah Thavarajah
- Dept. of Plant and Environmental Sciences, 270 Poole Agricultural CenterClemson Univ. Clemson SC 29634 U.S.A
| | - Dil Thavarajah
- Dept. of Plant and Environmental Sciences, 270 Poole Agricultural CenterClemson Univ. Clemson SC 29634 U.S.A
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34
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Wu W, Jiao A, Xu E, Chen Y, Jin Z. Effects of Extrusion Technology Combined with Enzymatic Hydrolysis on the Structural and Physicochemical Properties of Porous Corn Starch. FOOD BIOPROCESS TECH 2020. [DOI: 10.1007/s11947-020-02404-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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35
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Effect of Hydrocolloid Gums on the Pasting, Thermal, Rheological and Textural Properties of Chickpea Starch. Foods 2019; 8:foods8120687. [PMID: 31888161 PMCID: PMC6963556 DOI: 10.3390/foods8120687] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 12/05/2019] [Accepted: 12/09/2019] [Indexed: 11/26/2022] Open
Abstract
The study was planned to evaluate the effect of non-commercial gums as compared to commercial gums. The concentration dependent effect of two commercial (arabic, xanthan) and four non-commercial (cress seed, fenugreek, flaxseed, okra) polysaccharide gums on the pasting, rheological, textural and thermal properties of chickpea were investigated by rapid visco analyzer (RVA), hybrid rheometer, texture analyzer and differential scanning calorimetry (DSC). Blends were prepared by replacing chickpea starch at 0.5% and 2.0% with gums, whereas native chickpea starch was used as a control. RVA data showed that peak and final viscosities were dramatically increased with xanthan contrary to reduction with gum arabic, flaxseed and okra gums. Hybrid rheometer displayed that storage and loss moduli were increased as a function of angular frequency and dominance of elastic properties over viscous ones. Xanthan blend was less temperature dependent due to dramatic decrease in activation energy value as compared to control while other gums were more temperature dependent. The magnitude of this effect was reliant on the type and concentration of gum. After storage for 21 days at −20 °C, total syneresis was reduced with the incorporation of xanthan and cress seed and also with high levels of gum arabic, flaxseed and fenugreek gums. The gel hardness was increased after overnight storage at ambient temperature (23 °C) with fenugreek while reduction in hardness was observed with xanthan, flaxseed and okra gums. The presence of gums resulted in significantly higher onset and peak temperatures determined through differential scanning calorimetry.
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36
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Study on crystalline, gelatinization and rheological properties of japonica rice flour as affected by starch fine structure. Int J Biol Macromol 2019; 148:1232-1241. [PMID: 31759021 DOI: 10.1016/j.ijbiomac.2019.11.020] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 10/23/2019] [Accepted: 11/05/2019] [Indexed: 12/23/2022]
Abstract
Although many researches have investigated the effects of starch characteristics on its functional properties to evaluate rice quality, few studies were carried out the correlations between starch molecular structure and rice processing properties. In this study, eight varieties of japonica rice with similar content of protein and lipid and less variant content of amylose (12.12-18.19%) were elaborately selected. The result showed that crystalline and pasting parameters were mainly reliant on the differences in chain length distribution of amylopectin. Amylose content and chain length distribution, especially for average exterior chain length (ECL) and interior chain length (ICL) and their entanglement, showed significant correlation on rheological parameters. Swelling power of rice flour showed negative correlation with amylose content. Furthermore, in temperature-reduction process when the temperature is lower gelatinization temperature of amylopectin, the variation of loss modulus was affected by amylopectin. In addition, the PCA plot clearly revealed the interrelationship of all parameters.
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37
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Liu S, Zhao L, Wang L, Liu H. Microstructure-modified products from stone-milled wheat bran powder improve glycemic response and sustain colonic fermentation. Int J Biol Macromol 2019; 153:1193-1201. [PMID: 31756467 DOI: 10.1016/j.ijbiomac.2019.10.249] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 10/26/2019] [Accepted: 10/26/2019] [Indexed: 01/01/2023]
Abstract
Accumulating evidence indicates carbohydrates that escape digestion from upper gastrointestinal tract can reduce glycemic response, enter the colon where they are fermented by the gut microbiota and thus exert multiple healthy benefits to host. A vertical stone milling process was used to prepare a natural wheat bran powder (SWB) containing pericarp, spermoderm, nucellar layer, aleurone layer, germ, and 15% starchy endosperm of wheat kernel, with the result that protein, amylose, and dietary fiber significantly raised comparing to wheat flour (WF). Two types of products, a powdered drink (SWB-D) and a puffed particle (SWB-P), were extruded from SWB, which underwent a gradient of gelatinization and recrystallization with progressively increased resistant starch (RS) content. Starch-protein complexes were detected in SWB-D and SWB-P, concurrently accounting for lower in vitro digestibility and human glycemic response than those of WF noodles. Intake of SWB-D and SWB-P by healthy volunteers elevated level and extended duration of breath hydrogen indicative of higher gut microbiota fermentation. Therefore, RS and starch-protein complexes formed during extrusion reduce digestibility of SWB and sustain colonic fermentation with health-promoting potential targeting the gut microbiota.
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Affiliation(s)
- Shuang Liu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, PR China.
| | - Liping Zhao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, PR China.
| | - Linghua Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, PR China.
| | - Hang Liu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, PR China.
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38
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Liu XX, Liu HM, Li J, Yan YY, Wang XD, Ma YX, Qin GY. Effects of various oil extraction methods on the structural and functional properties of starches isolated from tigernut (Cyperus esculentus) tuber meals. Food Hydrocoll 2019. [DOI: 10.1016/j.foodhyd.2019.04.044] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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39
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Li L, Liu Z, Wang T, Wang B, Zhang W, Li G, Guo Z, Zhang Y, Xue B, Luo Z. Starch isolated from different hulless barley cultivars differs in their chemical and structural characteristics. Food Sci Nutr 2019; 7:2374-2380. [PMID: 31367366 PMCID: PMC6657746 DOI: 10.1002/fsn3.1084] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 05/04/2019] [Accepted: 05/08/2019] [Indexed: 11/13/2022] Open
Abstract
This study aimed to isolate starch and evaluate its chemical and structural characteristics from six Chinese hulless barley (HB) cultivars. Starch isolated from naked barley displays A-type crystalline packing and a regular granular shape. We measured peak viscosity values ranging from 237 to 264 cP, trough viscosity values from 305 to 380 cP, breakdown values from 390 to 535 cP, final viscosities from 357 to 523 cP, setback values from 245 to 354 cP and 383 to 460 cP, peak times from 5.53 to 5.73 min, and pasting temperatures from 93.10 to 94.65°C by RVA. Transition temperatures (T 0, T p, and T c), gelatinization temperature ranges (ΔT r), and enthalpies of gelatinization (ΔH) were measured on a differential scanning calorimeter analyzer (DSC) and ranged from 57.81 to 61.25°C, 64.36 to 67.57°C, 82.03 to 84.70°C, and 21.52 to 26.89°C and 7.14 to 10.66 J/g, respectively. The varying chemical and structural characteristics of HB starch isolated from different cultivars suggested the potential for broader applications of the cereal.
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Affiliation(s)
- Liang Li
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
- TAAHC‐SWU Medicinal Plants Joint Research and Development CentreTibet Agricultural and Animal Husbandry CollegeNyingchiChina
| | - Zhendong Liu
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Tieqiao Wang
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Bo Wang
- Institute of Agriculture Products Development and Food Science Research of Tibet Academy of Agriculture and Animal ScienceLhasaChina
| | - Wenhui Zhang
- Institute of Agriculture Products Development and Food Science Research of Tibet Academy of Agriculture and Animal ScienceLhasaChina
| | - Guanghuan Li
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Zhaoling Guo
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Yongxian Zhang
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Bei Xue
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
| | - Zhang Luo
- Food Science CollegeTibet Agriculture & Animal Husbandry UniversityNyingchiChina
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40
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Zhang P, Wang L, Qian Y, Wang X, Zhang S, Chang J, Ruan Y, Ma B. Influences of Extraction Methods on Physicochemical and Functional Characteristics of Three New Bulbil Starches from Dioscorea opposita Thunb. cv. Tiegun. Molecules 2019; 24:E2232. [PMID: 31207987 PMCID: PMC6630637 DOI: 10.3390/molecules24122232] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 06/13/2019] [Accepted: 06/14/2019] [Indexed: 11/17/2022] Open
Abstract
Starches from the bulbils of Dioscoreae opposita Thunb. cv. Tiegun were isolated by aqueous steeping (SBS), enzyme extraction (EBS), and alkaline extraction (ABS) methods, respectively. The physicochemical, mineral composition, thermal and morphological characteristics of these starches were investigated. The starch granules were oval, spherical and kidney-shaped and its crystal type is a mixture of A-type and B-type patterns. The starches having larger average granule size showed more amylose and phosphorus contents than those with smaller average granule size. Differential scanning calorimetry (DSC) showed that the SBS had an endothermic transition ranging from 65.8 °C to 76.3 °C with an enthalpy of 2.0 J/g. The endothermic transitions of ABS and EBS showed the regions of 67.9 °C to 73.0 °C, and 66.8 °C to 82.0 °C, respectively. The gelationization enthalpies of ABS and EBS were 13.8 and 11.5 J/g, respectively. Additionally, ABS presented greater clarity in comparison with EBS and SBS. Pasting properties indicated that ABS had the highest peak viscosity, breakdown, but SBS had the lowest trough, final viscosity, setback, and pasting temperature. Generally, ABS and EBS could be used as food thickener or frozen food additives. SBS and EBS were potential technological alternatives in quality preservation of frozen starch-based products and other industrial applications.
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Affiliation(s)
- Pengzhan Zhang
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
| | - Li Wang
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
| | - Yanyan Qian
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
| | - Xuguang Wang
- Baiyunmugang Biological Technology Company, Dengfeng 452471, China.
| | - Shaoning Zhang
- Baiyunmugang Biological Technology Company, Dengfeng 452471, China.
| | - Jiping Chang
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
| | - Yuan Ruan
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
| | - Bingji Ma
- Department of Traditional Chinese Medicine, College of Agronomy, Henan Agricultural University, Zhengzhou 450001, China.
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41
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Wani IA, Farooq G, Qadir N, Wani TA. Physico-chemical and rheological properties of Bengal gram (Cicer arietinum L.) starch as affected by high temperature short time extrusion. Int J Biol Macromol 2019; 131:850-857. [DOI: 10.1016/j.ijbiomac.2019.03.135] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 03/11/2019] [Accepted: 03/20/2019] [Indexed: 11/25/2022]
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42
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Jeong D, Han JA, Liu Q, Chung HJ. Effect of processing, storage, and modification on in vitro starch digestion characteristics of food legumes: A review. Food Hydrocoll 2019. [DOI: 10.1016/j.foodhyd.2018.12.039] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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43
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Shi M, Gao Q, Liu Y. Changes in the Structure and Digestibility of Wrinkled Pea Starch with Malic Acid Treatment. Polymers (Basel) 2018; 10:E1359. [PMID: 30961284 PMCID: PMC6401958 DOI: 10.3390/polym10121359] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 12/04/2018] [Accepted: 12/06/2018] [Indexed: 11/16/2022] Open
Abstract
Resistant starch has gradually become a popular food component due to its beneficial physiological effects and heat resistance during processing. In this study, the structure, reaction mechanism, and digestibility of wrinkled pea starch with malic acid and heat⁻moisture treatment (HMT) are investigated. The degree of substitution (DS) of malate starch, HMT-malate starch, and malate-HMT starch was 0.164, 0.280, and 0.146, respectively. Malate starch remained in its complete particle form and pronounced birefringence was displayed. However, the malate-HMT starch sample was almost completely broken into pieces and lost the polarized cross. All modified starch samples had a decreased swelling power and a new peak at 1731⁻1741 cm-1 shown by FTIR. From the 13C CP/MAS NMR (Cross Polarizatio/Magic Angle Spinning Nuclear Magnetic Resonance) spectra, all the modified starches had extra peaks at 38.5 ppm and 172.8 ppm. After esterification treatment, the resistant starch (RS) and slowly digestible starch (SDS) content of starch samples increased dramatically. The higher content of RS and lower enzymatic hydrolysis rate of the malate starch could be used to produce low-calorie foods and have potential health benefits.
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Affiliation(s)
- Miaomiao Shi
- School of Food and Biological Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China.
- Collaborative Innovation Center of Food Production and Safety, Zhengzhou 450002, China.
- Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou 450002, China.
| | - Qunyu Gao
- Carbohydrate Laboratory, School of Food Science and Engineering, South China University of Technology, Guangzhou 510640, China.
| | - Yanqi Liu
- School of Food and Biological Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China.
- Collaborative Innovation Center of Food Production and Safety, Zhengzhou 450002, China.
- Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou 450002, China.
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44
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Pullulanase treatments to increase resistant starch content of black chickpea (Cicer arietinum L.) starch and the effects on starch properties. Int J Biol Macromol 2018; 111:505-513. [PMID: 29320726 DOI: 10.1016/j.ijbiomac.2018.01.026] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 12/21/2017] [Accepted: 01/04/2018] [Indexed: 11/21/2022]
Abstract
This study aimed to increase resistant starch (RS) content of black chickpeas (Cicer arietinum L.) by using pullulanase enzyme. Physicochemical and functional properties of enzyme treated starch (NE) was compared with that of enzyme-treated and gelatinized starch (GE) and the retrograded control starch (RC). RS contents for native black chickpea starch (NS) and black chickpea flour (NF) were measured as 15.2% and 5.0%, respectively. While for NE and GE, were found as 16.4% and 12.3%, respectively. Treatments made on the NS, increased the amount of RDS and reduced the amount of SDS significantly (p < .05). When the effect of enzyme application-autoclaving and retrogradation were compared, 41.3% increase in RS content was measured. In this study; RS3 production from black chickpea starch by a pullulanase enzyme was successfully performed. Enzymatic applications also improved the functional properties such as water absorption capacity, water solubility index value, fat binding capacity and emulsifying capacity. This enzyme treated black chickpea starch samples, being functionally improved, will possibly help to produce different products with desired quality parameters. Therefore, instead of native starch, pullulanase treated black chickpea starch may be used as a functional ingredient for increasing the amount of RS in food formulations.
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45
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Singh S, Thakur S, Singh M, Kumar A, Kumar A, Kumar A, Punia R, Kushwaha J, Kumar R, Singh H. Influence of different isolation methods on physicochemical and rheological properties of native and heat‐moisture‐treated chickpea starch. J FOOD PROCESS PRES 2017. [DOI: 10.1111/jfpp.13523] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Sumit Singh
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Sheetal Thakur
- Department of Food Science and TechnologyGuru Nanak Dev UniversityAmritsar 143005 India
| | - Monu Singh
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Ankit Kumar
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Amit Kumar
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Akhilesh Kumar
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Rakesh Punia
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
| | - Jyoti Kushwaha
- Department of ChemistrySam Higgonbottom University of Agricultural Sciences and Technology (SHUATS), NainiAllahabad India
| | - Rajendra Kumar
- Plant Genetics DivisionSamhigginbottom University of Agriculture and Technology (SHUATS), NainiAllahabad India
| | - Harinder Singh
- Department of Chemical EngineeringMotilal Nehru National Institute of Technology (MNNIT)Allahabad India
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46
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Liu M, Wu NN, Yu GP, Zhai XT, Chen X, Zhang M, Tian XH, Liu YX, Wang LP, Tan B. Physicochemical properties, structural properties, and in vitro digestibility of pea starch treated with high hydrostatic pressure. STARCH-STARKE 2017. [DOI: 10.1002/star.201700082] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Ming Liu
- College of Food Science; Northeast Agricultural University; Haerbin P.R. China
- Academy of State Administration of Grain; Beijing P.R. China
| | - Na-Na Wu
- Academy of State Administration of Grain; Beijing P.R. China
| | - Guo-Ping Yu
- College of Food Science; Northeast Agricultural University; Haerbin P.R. China
| | - Xiao-Tong Zhai
- Academy of State Administration of Grain; Beijing P.R. China
| | - Xue Chen
- College of Food Science; Northeast Agricultural University; Haerbin P.R. China
- Academy of State Administration of Grain; Beijing P.R. China
| | - Min Zhang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health (BTBU); Beijing P.R. China
| | - Xiao-Hong Tian
- Academy of State Administration of Grain; Beijing P.R. China
| | - Yan-Xiang Liu
- Academy of State Administration of Grain; Beijing P.R. China
| | - Li-Ping Wang
- Academy of State Administration of Grain; Beijing P.R. China
| | - Bin Tan
- Academy of State Administration of Grain; Beijing P.R. China
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47
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Raghunathan R, Hoover R, Waduge R, Liu Q, Warkentin TD. Impact of molecular structure on the physicochemical properties of starches isolated from different field pea (Pisum sativum L.) cultivars grown in Saskatchewan, Canada. Food Chem 2017; 221:1514-1521. [PMID: 27979123 DOI: 10.1016/j.foodchem.2016.10.142] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 10/08/2016] [Accepted: 10/28/2016] [Indexed: 11/28/2022]
Abstract
The objective of this study was to determine the molecular structure and properties of recently released cultivars of field peas [CDC Golden (CDCG), Abarth (ABAR), CDC Patrick (CDCP) and CDC Amarillo (CDCA)] grown at different locations in Saskatchewan, Canada. Starch yield (on whole seed basis), apparent amylose, total lipid and specific surface area were in the range 34-37%, 38.2-42.6%, 1.07-1.38% and 0.31-0.38m2/g, respectively. The proportion of short (DP 6-12) amylopectin chains, amylopectin branching density, molecular order, crystallinity, crystalline heterogeneity, gelatinization transition temperatures, pasting temperatures, peak viscosity, extent of acid hydrolysis, and resistant starch content were higher in CDCG and ABAR. However, amylopectin long chains (DP 13-26), average chain length and thermal stability were higher in CDCP and CDCA. The results of this study showed that differences in physicochemical properties among cultivars were mainly influenced by amylopectin chain length distribution, amylopectin branching density and co-crystallization of amylose with amylopectin.
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Affiliation(s)
- R Raghunathan
- Department of Biochemistry, Memorial University of Newfoundland, St. John's, NL A1B 3X9, Canada.
| | - R Hoover
- Department of Biochemistry, Memorial University of Newfoundland, St. John's, NL A1B 3X9, Canada
| | - R Waduge
- Guelph Food Research Centre, Agriculture and Agri-food Canada, Guelph, ON, N1G 5C9, Canada
| | - Q Liu
- Guelph Food Research Centre, Agriculture and Agri-food Canada, Guelph, ON, N1G 5C9, Canada.
| | - T D Warkentin
- Crop Development Centre, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
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48
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Kim HR, Choi SJ, Park CS, Moon TW. Kinetic studies of in vitro digestion of amylosucrase-modified waxy corn starches based on branch chain length distributions. Food Hydrocoll 2017. [DOI: 10.1016/j.foodhyd.2016.10.038] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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49
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Bashir K, Aggarwal M. Physicochemical, thermal and functional properties of gamma irradiated chickpea starch. Int J Biol Macromol 2017; 97:426-433. [DOI: 10.1016/j.ijbiomac.2017.01.025] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 10/01/2016] [Accepted: 01/05/2017] [Indexed: 11/30/2022]
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50
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Tan X, Li X, Chen L, Xie F, Li L, Huang J. Effect of heat-moisture treatment on multi-scale structures and physicochemical properties of breadfruit starch. Carbohydr Polym 2017; 161:286-294. [DOI: 10.1016/j.carbpol.2017.01.029] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 01/05/2017] [Accepted: 01/06/2017] [Indexed: 01/28/2023]
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