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Identification of common buckwheat (Fagopyrum esculentum Moench) adulterated in Tartary buckwheat (Fagopyrum tataricum (L.) Gaertn) flour based on near-infrared spectroscopy and chemometrics.

ABSTRACT: Near-infrared spectroscopy (NIRS) presents great potential in the identification of food adulteration due to its advantages of nondestructive, simple, and easy to operate. In this paper, a method based on NIRS and chemometrics was proposed to predict the content of common buckwheat (Fagopyrum esculentum Moench) flour in Tartary buckwheat (Fagopyrum tataricum (L.) Gaertn) flour. Partial least squares regression (PLSR) and support vector regression (SVR) models were used to analyze the spectrum data of adulterated samples and predict the adulteration level. Various preprocessing methods, parameter-optimization methods, and competitive adaptive reweighted sampling (CARS) wavelength-selection methods were used to optimize the model prediction accuracy. The results of PLSR and SVR modeling for predicting of Tartary buckwheat adulteration content were satisfactory, and the correlation coefficients of the optimum identification models were above 0.99. In conclusion, the combinations of NIRS and chemometrics indicated excellent predictive performance and applicability to analyze the adulteration of common buckwheat flour in Tartary buckwheat flour. This work provides a promising method to identify the adulteration of Tartary buckwheat flour and results obtained can give theoretical and data support for adulteration identification of agro-products.

SUBMITTER: Chai Y

PROVIDER: S-EPMC10463190 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature

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Identification of common buckwheat (Fagopyrum esculentum Moench) adulterated in Tartary buckwheat (Fagopyrum tataricum (L.) Gaertn) flour based on near-infrared spectroscopy and chemometrics.

Chai Yinghui Y Yu Yue Y Zhu Hui H Li Zhanming Z Dong Hao H Yang Hongshun H

Current research in food science 20230822

Near-infrared spectroscopy (NIRS) presents great potential in the identification of food adulteration due to its advantages of nondestructive, simple, and easy to operate. In this paper, a method based on NIRS and chemometrics was proposed to predict the content of common buckwheat (Fagopyrum esculentum Moench) flour in Tartary buckwheat (Fagopyrum tataricum (L.) Gaertn) flour. Partial least squares regression (PLSR) and support vector regression (SVR) models were used to analyze t ...[more]

PMID: 37650007

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Project description:BackgroundTartary buckwheat (Fagopyrum tataricum Gaertn.) is a widely cultivated medicinal and edible crop with excellent economic and nutritional value. The development of tartary buckwheat seeds is a very complex process involving many expression-dependent physiological changes and regulation of a large number of genes and phytohormones. In recent years, the gene regulatory network governing the physiological changes occurring during seed development have received little attention.ResultsHere, we characterized the seed development of tartary buckwheat using light and electron microscopy and measured phytohormone and nutrient accumulation by using high performance liquid chromatography (HPLC) and by profiling the expression of key genes using RNA sequencing with the support of the tartary buckwheat genome. We first divided the development of tartary buckwheat seed into five stages that include complex changes in development, morphology, physiology and phytohormone levels. At the same time, the contents of phytohormones (gibberellin, indole-3-acetic acid, abscisic acid, and zeatin) and nutrients (rutin, starch, total proteins and soluble sugars) at five stages were determined, and their accumulation patterns in the development of tartary buckwheat seeds were analyzed. Second, gene expression patterns of tartary buckwheat samples were compared during three seed developmental stages (13, 19, and 25 days postanthesis, DPA), and 9 765 differentially expressed genes (DEGs) were identified. We analyzed the overlapping DEGs in different sample combinations and measured 665 DEGs in the three samples. Furthermore, expression patterns of DEGs related to phytohormones, flavonoids, starch, and storage proteins were analyzed. Third, we noted the correlation between the trait (physiological changes, nutrient changes) and metabolites during seed development, and discussed the key genes that might be involved in the synthesis and degradation of each of them.ConclusionWe provided abundant genomic resources for tartary buckwheat and Polygonaceae communities and revealed novel molecular insights into the correlations between the physiological changes and seed development of tartary buckwheat.

Project description:Abscisic acid (ABA) is a plant hormone that plays an important role in plant resistance to drought, salinity, cold, and pathogens. It is also important for regulating plant growth and development. Pyrabactin resistance/pyr1-like/regulatory components of the ABA receptor (PYL/RCAR) are ABA receptor proteins in plants and the core of ABA signal transduction pathways in plant regulatory factors. At present, there are no reports on the PYL family of Tartary buckwheat. In this study, 19 paralogous form PYL genes in buckwheat were identified at the whole-genome level and named FtPYL1-FtPYL19 according to their positions on chromosomes. We further analyzed the gene structure, conserved motifs, cis-acting elements, gene duplication, phylogenetic relationships, and expression patterns under different stress treatments and during grain development of the 19 paralogous form PYL genes in Tartary buckwheat. The FtPYL gene exhibits a single exonic gene structure for about 68.4% of the duplicated forms from the total paralogous forms. The remaining subfamilies, such as I and II, contain three exons and two exons (e.g., FtPYL19), respectively. Nineteen FtPYL genes were evenly distributed across the eight chromosomes, with at least one FtPYL gene on each chromosome. In the FtPYL gene family, there was one tandem repeat event and five gene duplication events. We investigated the gene expression levels of FtPYL gene under four abiotic stresses and different stages of grain development. Under drought stress (PEG6000), the relative expression levels of FtPYL14 and FtPYL15 increased by fourfold. Under high temperature stress (38℃), the relative expression level of FtPYL16 dropped to 0.12, and that of FtPYL17 fell to 0.22. At different stages of grain development, the gene expression level of FtPY15 is extremely high at 19 D. The relative expression level of FtPYL7 in roots and stems reaches up to approximately 450, and the relative expression level of FtPYL10 in 13 D also reaches up to 248. In this study, the PYL gene family of Tartary buckwheat was identified and analyzed based on the whole genome, and 19 paralogous form FtPYL genes of Tartary buckwheat were bioinformatically analyzed. The expression patterns of 19 paralogous form FtPYL genes in Tartary buckwheat cultivars under different stress treatments and during grain development were analyzed. It was found that the FtPYL gene played an important role in grain development.

Dataset Information

Identification of common buckwheat (Fagopyrum esculentum Moench) adulterated in Tartary buckwheat (Fagopyrum tataricum (L.) Gaertn) flour based on near-infrared spectroscopy and chemometrics.

Publications

Identification of common buckwheat (<i>Fagopyrum esculentum</i> Moench) adulterated in Tartary buckwheat (<i>Fagopyrum tataricum</i> (L.) Gaertn) flour based on near-infrared spectroscopy and chemometrics.

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