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首页> 外文期刊>Talanta: The International Journal of Pure and Applied Analytical Chemistry >Three-way analysis of the UPLC-PDA dataset for the multicomponent quantitation of hydrochlorothiazide and olmesartan medoxomil in tablets by parallel factor analysis and three-way partial least squares
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Three-way analysis of the UPLC-PDA dataset for the multicomponent quantitation of hydrochlorothiazide and olmesartan medoxomil in tablets by parallel factor analysis and three-way partial least squares

机译:通过并行因子分析和三向偏最小二乘分析法对片剂中氢氯噻嗪和奥美沙坦美多美多成分的UPLC-PDA数据集进行三向分析

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An application of parallel factor analysis (PARAFAC) and three-way partial least squares (3W-PLS1) regression models to ultra-performance liquid chromatography-photodiode array detection (UPLC-PDA) data with co-eluted peaks in the same wavelength and time regions was described for the multicomponent quantitation of hydrochlorothiazide (HCT) and olmesartan medoxomil (OLM) in tablets. Three-way dataset of HCT and OLM in their binary mixtures containing telmisartan (IS) as an internal standard was recorded with a UPLC-PDA instrument. Firstly, the PARAFAC algorithm was applied for the decomposition of three-way UPLC-PDA data into the chromatographic, spectral and concentration profiles to quantify the concerned compounds. Secondly, 3W-PLS1 approach was subjected to the decomposition of a tensor consisting of three-way UPLC-PDA data into a set of triads to build 3W-PLS1 regression for the analysis of the same compounds in samples. For the proposed three-way analysis methods in the regression and prediction steps, the applicability and validity of PARAFAC and 3W-PLS1 models were checked by analyzing the synthetic mixture samples, inter-day and intra-day samples, and standard addition samples containing HCT and OLM. Two different three-way analysis methods, PARAFAC and 3W-PLS1, were successfully applied to the quantitative estimation of the solid dosage form containing HCT and OLM. Regression and prediction results provided from three-way analysis were compared with those obtained by traditional UPLC method. (C) 2015 Elsevier B.V. All rights reserved.
机译:平行因子分析(PARAFAC)和三向偏最小二乘(3W-PLS1)回归模型在具有相同波长和时间共洗脱峰的超高效液相色谱-光电二极管阵列检测(UPLC-PDA)数据中的应用描述了用于片剂中氢氯噻嗪(HCT)和奥美沙坦美多美(OLM)的多组分定量分析的区域。使用UPLC-PDA仪器记录了三氯甲烷和OLM的二元混合物(包含替米沙坦(IS)作为内标)的三元数据集。首先,将PARAFAC算法用于将三通UPLC-PDA数据分解为色谱图,光谱图和浓度图,以定量所关注的化合物。其次,对3W-PLS1方法进行分解,将由三向UPLC-PDA数据组成的张量分解为一组三元组,以建立3W-PLS1回归,以分析样品中的相同化合物。对于在回归和预测步骤中提出的三向分析方法,通过分析合成混合物样品,日间和日内样品以及含有HCT的标准添加样品,检验了PARAFAC和3W-PLS1模型的适用性和有效性和OLM。成功地将两种不同的三向分析方法PARAFAC和3W-PLS1应用于包含HCT和OLM的固体剂型的定量估计。将三向分析提供的回归和预测结果与传统UPLC方法获得的回归和预测结果进行了比较。 (C)2015 Elsevier B.V.保留所有权利。

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