Chemometric Based Identification and Validation of Specific Chemical Markers for Geographical, Seasonal and Gender Variations in Tinospora cordifolia Stem using HPLC-ESI-QTOF-MS Analysis

被引:18
作者
Bajpai, Vikas [1 ,2 ]
Kumar, Sunil [1 ]
Singh, Awantika [1 ,2 ]
Singh, Jyotsana [2 ,3 ]
Negi, M. P. S. [4 ]
Bag, Sumit Kumar [5 ]
Kumar, Nikhil [5 ,6 ]
Konwar, Rituraj [3 ]
Kumar, Brijesh [1 ,2 ]
机构
[1] Cent Drug Res Inst, CSIR, Sophisticated Analyt Instrument Facil, Lucknow 226001, Uttar Pradesh, India
[2] Acad Sci & Innovat Res, New Delhi 110001, India
[3] Cent Drug Res Inst, CSIR, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
[4] Cent Drug Res Inst, CSIR, Biometry & Stat Div, Lucknow 226001, Uttar Pradesh, India
[5] Natl Bot Res Inst, Betel Vine Biotechnol Lab, Lucknow 226001, Uttar Pradesh, India
[6] SBI Colony, Sect B, B2-M91, Lucknow 226031, Uttar Pradesh, India
关键词
chemometry; cytotoxicity; metabolite profiling; Tinospora cordifolia; validation; FOOD-SCIENCE; EXTRACT; HELA;
D O I
10.1002/pca.2673
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
IntroductionTinospora cordifolia is a widely distributed medicinal plant used in various traditional and commercial Ayurvedic formulations. Due to the wide use of this plant it is important to know the extent of variability in the metabolite profile resulting from geographical location, season and gender. ObjectiveTo develop a statistical approach based on phytochemical markers for confident prediction of variations in metabolic profile and cytotoxicity due to geographical, seasonal and gender difference in T. cordifolia stem. MethodsA HPLC-ESI-QTOF-MS method was used for the metabolite profiling of T. cordifolia stem. The data were analysed using chemometric methods including Student's t-test, ANOVA, FA/PCA and ROC curve analysis and validated for the identification of chemical variations. The bioactivity of selected samples was also tested using a cell cytotoxicity assay to assess the functional aspect of the phytochemical variability. ResultsThe chemometric approach applied here identified marker ions for geographical locations (m/z 294.1139 and 445.2136), seasons (m/z 344.1482, 359.1501, and 373.1305) and gender (m/z 257.1380) with 100% statistical sensitivity and specificity. An in vitro cytotoxicity evaluation revealed that male T. cordifolia stem was the most effective in inhibiting the growth of cancerous cell lines. ConclusionsThe developed and validated chemometric approach identified the analytical markers for phytochemical variations in unknown T. cordifolia stem samples from male or female plants and samples collected from different geographical locations and seasons. The results are supported by comparative cytotoxic activity data. Copyright (c) 2017 John Wiley & Sons, Ltd. A chemometric approach has been developed and validated to identify the analytical markers for phytochemical variations in Tinospora cordifolia stem samples from male or female plants and samples collected from different geographical locations and seasons. This was developed by analyzing the HPLC-ESI-MS based metabolic profile of T. cordifolia stem with statistical techniques such as Student's t-test, ANOVA, FA/PCA and ROC curve analysis which provided additional diagnostic accuracy in analytical marker predictions.
引用
收藏
页码:277 / 288
页数:12
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