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Screening methods for cereal grains with different starch components: A mini review. J Cereal Sci 2022. [DOI: 10.1016/j.jcs.2022.103557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Xia Z, Yang J, Wang J, Wang S, Liu Y. Optimizing Rice Near-Infrared Models Using Fractional Order Savitzky-Golay Derivation (FOSGD) Combined with Competitive Adaptive Reweighted Sampling (CARS). APPLIED SPECTROSCOPY 2020; 74:417-426. [PMID: 31961209 DOI: 10.1177/0003702819895799] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Developing a rapid and stable method for analyzing the quality parameters of rice is important. Near-infrared (NIR) spectroscopy combined with chemometric techniques have been used to predict the critical contents of rice and shown its accuracy and stability. To further improve the predictive ability, we combine the derivative method of fractional order Savitzky-Golay derivation (FOSGD) with the wavelength selection method of competitive adaptive reweighted sampling (CARS). Compared with the traditional integer order Savitzky-Golay derivation (IOSGD), the FOSGD could improve the resolution ratio of the raw spectra more effectively. The wavelength selection method, CARS, could further extract the informative variables from the processed spectra. Four key contents of rice samples, including moisture, amylose, chalkiness degree, and gel consistency, were utilized to validate this method. The prediction results indicated that partial least squares (PLS) models optimized with FOSGD-CARS own higher accuracy and stability with smaller the root mean squared error of cross validations (RMSECVs) and root mean squared error of predictions (RMSEPs). The proposed method is convenient and provides a practical alternative for rice analysis.
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Affiliation(s)
- Zhenzhen Xia
- Institute of Agricultural Quality Standards and Testing Technology Research, Hubei Academy of Agricultural Science/Laboratory of Quality & Safety Risk Assessment for Agro-Products (Wuhan), Ministry of Agriculture, Wuhan, China
| | - Jie Yang
- Institute of Agricultural Quality Standards and Testing Technology Research, Hubei Academy of Agricultural Science/Laboratory of Quality & Safety Risk Assessment for Agro-Products (Wuhan), Ministry of Agriculture, Wuhan, China
| | - Jing Wang
- Institute of Agricultural Quality Standards and Testing Technology Research, Hubei Academy of Agricultural Science/Laboratory of Quality & Safety Risk Assessment for Agro-Products (Wuhan), Ministry of Agriculture, Wuhan, China
| | - Shengpeng Wang
- Institute of Fruit & Tea, Hubei Academy of Agricultural Science, Wuhan, China
| | - Yan Liu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
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Wang X, Zheng H, Tang Q, Chen Q, Mo W. Seed filling under different temperatures improves the seed vigor of hybrid rice (Oryza sativa L.) via starch accumulation and structure. Sci Rep 2020; 10:563. [PMID: 31953514 PMCID: PMC6969159 DOI: 10.1038/s41598-020-57518-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 12/30/2019] [Indexed: 11/12/2022] Open
Abstract
Seed filling is crucial for seed vigor and starch accumulation and structure. Differences in hybrid rice seed vigor were evaluated in field experiments, conducted across two sites in 2017 and 2018, under different seed filling temperatures along with the underlying mechanisms related to the seed filling characteristics and starch accumulation and structure. Significant differences in the seed vigor parameters were revealed, with different seed filling characteristics observed under different temperatures. When averaged across cultivars, the seeds with a low seed filling rate and long seed filling duration obsessed 11.9% higher germination percentage (GP) and 22.7% higher vigor index (VI) than those with a high seed filling rate and short seed filling duration. Moreover, a high seed filling rate and short seed filling duration significantly decreased the total starch and amylose contents and increased the amylopectin content. Additionally, when averaged across cultivars, the relative crystallinity and starch granule diameter obtained with a high seed filling rate and short seed filling duration were 3.8% and 15.1% higher, respectively, than those with a low seed filling rate and long seed filling duration. In summary, it can be speculated that seed filling characteristics determine hybrid rice seed vigor by affecting starch accumulation and structure.
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Affiliation(s)
- Xiaomin Wang
- College of Agronomy, Hunan Agricultural University, Changsha, 410128, China
| | - Huabin Zheng
- College of Agronomy, Hunan Agricultural University, Changsha, 410128, China
| | - Qiyuan Tang
- College of Agronomy, Hunan Agricultural University, Changsha, 410128, China.
| | - Qimin Chen
- Yibin Vocational and Technical College, Sichuan, 644000, China
| | - Wenwei Mo
- College of Agronomy, Hunan Agricultural University, Changsha, 410128, China
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Gurunathan S, Ramadoss BR, Mudili V, Siddaiah C, Kalagatur NK, Bapu JRK, Mohan CD, Alqarawi AA, Hashem A, Abd_Allah EF. Single Nucleotide Polymorphisms in Starch Biosynthetic Genes Associated With Increased Resistant Starch Concentration in Rice Mutant. Front Genet 2019; 10:946. [PMID: 31803220 PMCID: PMC6872638 DOI: 10.3389/fgene.2019.00946] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 09/05/2019] [Indexed: 01/22/2023] Open
Abstract
Resistant Starch (RS), plays a crucial role in human health and nutrition by controlling glucose metabolism. RS or dietary fibre content in rice is low because it goes through a variety of process before it is ready for cooking and consumption. Hence, this study was carried out to develop a rice mutant with increased RS. The rice mutant (γ278) with increased RS was developed by utilizing gamma (γ) rays as a mutagen. Mutant γ278 was characterized for mutations in the starch biosynthetic genes viz., GBSSI, SSI, SSIIa, SSIIIa, SBEIa, and SBEIIb to reveal the functional mutations/variations led to high RS content in rice. A total of 31 sequence variants/mutations in six genes were identified. We report the discovery of three deleterious mutation/variants each in GBSSI, SSIIa, and SSIIIa with the potential to increase RS content in rice. Further, wild × mutant crosses were made to develop an F2 population to study the effect of combination of deleterious mutations. The SNP (GBSSI:ssIIa:ssIIIa) combination responsible for high RS content in F2 population was identified and recorded highest amylose content (AC) (26.18%) and RS (8.68%) content. In conclusion, this marker combination will be highly useful to develop a rice variety with increased RS.
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Affiliation(s)
- Selvakumar Gurunathan
- Centre for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, India
- DRDO-BU-Centre for Life Sciences, Bharathiar University Campus, Coimbatore, India
| | | | - Venkataramana Mudili
- DRDO-BU-Centre for Life Sciences, Bharathiar University Campus, Coimbatore, India
| | | | | | | | | | - Abdulaziz A. Alqarawi
- Department of Plant Production, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Abeer Hashem
- Botany and Microbiology, Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Elsayed Fathi Abd_Allah
- Department of Plant Production, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
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Lemos PVF, Barbosa LS, Ramos IG, Coelho RE, Druzian JI. Characterization of amylose and amylopectin fractions separated from potato, banana, corn, and cassava starches. Int J Biol Macromol 2019; 132:32-42. [PMID: 30880053 DOI: 10.1016/j.ijbiomac.2019.03.086] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/13/2019] [Accepted: 03/13/2019] [Indexed: 10/27/2022]
Abstract
Analytical techniques such HPSEC, DSC, and TGA have been employed for amylose determination in starch samples, though spectrophotometry by iodine binding is most commonly used. The vast majority of these techniques require an analytical curve, using amylose and amylopectin standards with physicochemical properties similar to those found in the original starch. The current study aimed to obtain the amylose and amylopectin fractions from potato, banana, corn, and cassava starches, characterize them, and evaluate their behavior via thermogravimetric curves. Blue amylose iodine complex and HPSEC-DRI methods have obtained high purity amylose and amylopectin fractions. All molecular weights of the obtained amylose and amylopectin fractions were similar to those presented in other reports. Different results were obtained by deconvolution of the amylopectin polymodal distribution. All amyloses presented as semi-crystalline V-type polymorphs, while all amylopectin fractions were amorphous. The Tg of all Vamyloses presented were directly proportional to their respective crystalline index. TGA evaluations have shown that selective precipitation of amylose with 1-butanol strongly changes its thermal behavior. Therefore, the separation procedure used was an ineffective pathway for obtaining standards for thermal studies.
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Affiliation(s)
- Paulo Vitor França Lemos
- Faculty of Pharmacy, Federal University of Bahia, Rua Barão de Jeremoabo, 147, Campus Universitário de Ondina, 40. 170-115, Salvador, BA, Brazil.
| | - Leandro Santos Barbosa
- Faculty of Pharmacy, Federal University of Bahia, Rua Barão de Jeremoabo, 147, Campus Universitário de Ondina, 40. 170-115, Salvador, BA, Brazil
| | - Ingrid Graça Ramos
- Faculty of Pharmacy, Federal University of Bahia, Rua Barão de Jeremoabo, 147, Campus Universitário de Ondina, 40. 170-115, Salvador, BA, Brazil
| | | | - Janice Izabel Druzian
- Faculty of Pharmacy, Federal University of Bahia, Rua Barão de Jeremoabo, 147, Campus Universitário de Ondina, 40. 170-115, Salvador, BA, Brazil.
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Langó B, Jaiswal S, Bóna L, Tömösközi S, Ács E, Chibbar RN. Grain constituents and starch characteristics influencing in vitro enzymatic starch hydrolysis in Hungarian triticale genotypes developed for food consumption. Cereal Chem 2018. [DOI: 10.1002/cche.10104] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Bernadett Langó
- Cereal Research Non-profit Ltd.; Szeged Hungary
- Department of Applied Biotechnology and Food Science; Budapest University of Technology and Economics; Budapest Hungary
- Department of Plant Sciences; University of Saskatchewan; Saskatoon Saskatchewan Canada
| | - Sarita Jaiswal
- Department of Plant Sciences; University of Saskatchewan; Saskatoon Saskatchewan Canada
| | - Lajos Bóna
- Cereal Research Non-profit Ltd.; Szeged Hungary
| | - Sándor Tömösközi
- Department of Applied Biotechnology and Food Science; Budapest University of Technology and Economics; Budapest Hungary
| | - Erika Ács
- Cereal Research Non-profit Ltd.; Szeged Hungary
| | - Ravindra N. Chibbar
- Department of Plant Sciences; University of Saskatchewan; Saskatoon Saskatchewan Canada
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