Simultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis

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dc.contributor.authorMyung-Suk Ahn-
dc.contributor.authorEun-Yee Jie-
dc.contributor.authorS Y Song-
dc.contributor.authorH S Kim-
dc.contributor.authorI J Kim-
dc.contributor.authorSuk Weon Kim-
dc.date.accessioned2018-01-11-
dc.date.available2018-01-11-
dc.date.issued2016-
dc.identifier.issn1863-5466-
dc.identifier.uri10.1007/s11816-016-0411-xko
dc.identifier.urihttps://oak.kribb.re.kr/handle/201005/17391-
dc.description.abstractThe 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-
dc.publisherSpringer-
dc.titleSimultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis-
dc.title.alternativeSimultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis-
dc.typeArticle-
dc.citation.titlePlant Biotechnology Reports-
dc.citation.number6-
dc.citation.endPage414-
dc.citation.startPage403-
dc.citation.volume10-
dc.contributor.affiliatedAuthorMyung-Suk Ahn-
dc.contributor.affiliatedAuthorEun-Yee Jie-
dc.contributor.affiliatedAuthorSuk Weon Kim-
dc.contributor.alternativeName안명숙-
dc.contributor.alternativeName지은이-
dc.contributor.alternativeName송승엽-
dc.contributor.alternativeName김홍식-
dc.contributor.alternativeName김인정-
dc.contributor.alternativeName김석원-
dc.identifier.bibliographicCitationPlant Biotechnology Reports, vol. 10, no. 6, pp. 403-414-
dc.identifier.doi10.1007/s11816-016-0411-x-
dc.subject.keywordFourier transform infrared spectroscopy-
dc.subject.keywordHPLC-
dc.subject.keywordPCA-
dc.subject.keywordPLS regression-
dc.subject.keywordPLS-DA-
dc.subject.keywordPrediction-
dc.subject.keywordSaponins-
dc.subject.keywordSoybean-
dc.subject.localFourier transform IR-
dc.subject.localFourier transform infrared spectroscopy-
dc.subject.localFourier transform infrared spectroscopy (FT-IR)-
dc.subject.localFourier transform-infrared spectroscopy-
dc.subject.localFourier transform-infrared spectroscopy (FT-IR)-
dc.subject.localFourier transformation - Infrared spectroscopy-
dc.subject.localFourier transformation - infrared spectroscopy-
dc.subject.localFourier transformation infrared (FT-IR) spectroscopy-
dc.subject.localFourier transformation infrared spectroscopy (FT-IR)-
dc.subject.localFT-IR-
dc.subject.localFT-IR (Fourier transform infrared spectroscopy)-
dc.subject.localFT-IR spectroscopy-
dc.subject.localFTIR-
dc.subject.localfourier transform infared spectroscopy-
dc.subject.localfourier transformation infrared spectroscopy-
dc.subject.localHPLC-
dc.subject.localPCA-
dc.subject.localPLS (partial least square) regression-
dc.subject.localPLS regression-
dc.subject.localPLS-DA-
dc.subject.localPLS-DA (partial least square -discriminant analysis)-
dc.subject.localPrediction-
dc.subject.localprediction-
dc.subject.localSAPONINS-
dc.subject.localSaponin-
dc.subject.localSaponins-
dc.subject.localsaponin-
dc.subject.localsaponins-
dc.subject.localSoybean-
dc.subject.localSoybean (Glycine max)-
dc.subject.localsoybean-
dc.subject.localSoybean (Glycine max (L.) Merrill.)-
dc.subject.localSoybean (Glycine max L.)-
dc.description.journalClassY-
Appears in Collections:
Jeonbuk Branch Institute > Biological Resource Center > 1. Journal Articles
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