Simultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis
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- Title
- Simultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis
- Author(s)
- Myung-Suk Ahn; Eun-Yee Jie; S Y Song; H S Kim; I J Kim; Suk Weon Kim
- Bibliographic Citation
- Plant Biotechnology Reports, vol. 10, no. 6, pp. 403-414
- Publication Year
- 2016
- Abstract
- The aim of this study is to determine the feasibility of Fourier transform infrared (FT-IR) spectroscopy for simultaneous determination of saponin contents in different soybean cultivars. In cross validation between predicted content of saponin by PLS regression modeling from FT-IR spectra and measured content by HPLC, total saponin contents were predicted with good accuracy (R2 ≥ 0.71). In external validation, saponin group Ab (R2 = 0.88), saponin DDMP-group βg (R2 = 0.85), total saponin group B (R2 = 0.88), and total saponin content (R2 = 0.87) were predicted with good accuracy, while prediction for saponin group Aa (R2 = 0.58), saponin group Bb′ (R2 = 0.58), and total saponin group A (R2 = 0.25) had relatively lower accuracy. Considering these results, we suggest that the PLS prediction system for saponin contents using FT-IR analysis could be applied as a novel screening tool for high yielding lines in soybean breeding
- Keyword
- Fourier transform infrared spectroscopyHPLCPCAPLS regressionPLS-DAPredictionSaponinsSoybean
- ISSN
- 1863-5466
- Publisher
- Springer
- Full Text Link
- http://dx.doi.org/10.1007/s11816-016-0411-x
- Type
- Article
- Appears in Collections:
- Jeonbuk Branch Institute > Biological Resource Center > 1. Journal Articles
- Files in This Item:
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