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A rapid and non-invasive method for the classification of natural tannin extracts by near-infrared spectroscopy and PLS-DA

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TLDR
In this paper, 49 samples of vegetable tannin extracts, representing six commercially available types, were analyzed by near infrared and multivariate analyses (HCA and PLS-DA).
Abstract
Vegetable tannins are plant extracts that have traditionally been used to tan leather. These extracts are polyphenolic compounds that are widely distributed in plants and have the ability to precipitate proteins since their structures are rich in hydroxyls. Tannins can be classified into two groups: the hydrolyzable tannins and the proanthocyanidins, also called condensed tannins. In this study, 49 samples of vegetable tannin extracts, representing six commercially available types, were analyzed by near infrared and multivariate analyses (HCA and PLS-DA). The first derivative of the NIR spectra proved useful in the differentiation of the extracts, as it provided information on the main absorption bands, which are related to the chemical composition and structure. A well-defined separation between condensed (quebracho and mimosa) and hydrolyzable tannins (tara, myrobalan, chestnut and valonea) was observed by HCA (unsupervised method). The PLS-DA supervised method showed excellent results regarding classification, with a sensitivity and specificity of 100%. From the results, we concluded that this method may be useful for the quality control of commercial tannins and correct identification, as well as in mitigating fraud since other extracts and products can also be detected.

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Journal ArticleDOI

Rapid authentication of starch adulterations in ultrafine granular powder of Shanyao by near-infrared spectroscopy coupled with chemometric methods.

TL;DR: Results show that the combination of NIR spectroscopy and chemometric methods offers a simple, fast and reliable method for the classification and quantification of the ultrafine granular powder of the herb.
Journal ArticleDOI

Quality Assessment of Gentiana rigescens from Different Geographical Origins Using FT-IR Spectroscopy Combined with HPLC.

TL;DR: The results indicated that PLS-DA model could efficiently discriminate G. rigescens from different geographical origins and implied that geographical origins variation of root samples were more obvious than that of stems and leaves.
Journal ArticleDOI

A review on the application of vibrational spectroscopy to the chemistry of nuts.

TL;DR: In this paper, a review on the application of vibrational spectroscopy, infrared and Raman, to nuts characterization is presented, where several qualitative and quantitative parameters, origin authentication and/or adulteration in almonds, peanuts, pine nuts, hazelnuts, walnuts, Brazil nuts, cashews, chestnuts and pistachios are covered.
Journal ArticleDOI

The Effects of Tannins in Monogastric Animals with Special Reference to Alternative Feed Ingredients.

TL;DR: It can be concluded that the level of inclusion of tannins in diets will depend on the type of ingredient and the animal species; furthermore, these need to be cost-effective.
References
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Journal ArticleDOI

PLS-regression: a basic tool of chemometrics

TL;DR: PLS-regression (PLSR) as mentioned in this paper is the PLS approach in its simplest, and in chemistry and technology, most used form (two-block predictive PLS) is a method for relating two data matrices, X and Y, by a linear multivariate model.
Journal ArticleDOI

Technology development for the production of biobased products from biorefinery carbohydrates—the US Department of Energy’s “Top 10” revisited

TL;DR: An updated evaluation of potential target structures using similar selection methodology, and an overview of the technology developments that led to the inclusion of a given compound are presented.
Journal ArticleDOI

Plant phenolics: extraction, analysis and their antioxidant and anticancer properties.

Jin Dai, +1 more
- 21 Oct 2010 - 
TL;DR: The anticancer effects of phenolics in-vitro and in- vivo animal models are viewed, including recent human intervention studies, and possible mechanisms of action involving antioxidant and pro-oxidant activity as well as interference with cellular functions are discussed.
Journal ArticleDOI

Computer Aided Design of Experiments

TL;DR: A computer oriented method which assists in the construction of response surface type experimental plans takes into account constraints met in practice that standard procedures do not consider explicitly.
Journal ArticleDOI

Plant Polyphenols: Chemical Properties, Biological Activities, and Synthesis

TL;DR: This Review gives answers from a chemical perspective, summarizes the state of the art, and highlights the most significant advances in the field of polyphenol research.
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