DC Field | Value | Language |
---|---|---|
dc.contributor.author | Myung-Suk Ahn | - |
dc.contributor.author | Eun-Yee Jie | - |
dc.contributor.author | S Y Song | - |
dc.contributor.author | H S Kim | - |
dc.contributor.author | I J Kim | - |
dc.contributor.author | Suk Weon Kim | - |
dc.date.accessioned | 2018-01-11 | - |
dc.date.available | 2018-01-11 | - |
dc.date.issued | 2016 | - |
dc.identifier.issn | 1863-5466 | - |
dc.identifier.uri | 10.1007/s11816-016-0411-x | ko |
dc.identifier.uri | https://oak.kribb.re.kr/handle/201005/17391 | - |
dc.description.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 | - |
dc.publisher | Springer | - |
dc.title | Simultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis | - |
dc.title.alternative | Simultaneous estimation of saponin contents from soybean seed using Fourier transform infrared spectroscopy and high-performance liquid chromatography analysis | - |
dc.type | Article | - |
dc.citation.title | Plant Biotechnology Reports | - |
dc.citation.number | 6 | - |
dc.citation.endPage | 414 | - |
dc.citation.startPage | 403 | - |
dc.citation.volume | 10 | - |
dc.contributor.affiliatedAuthor | Myung-Suk Ahn | - |
dc.contributor.affiliatedAuthor | Eun-Yee Jie | - |
dc.contributor.affiliatedAuthor | Suk Weon Kim | - |
dc.contributor.alternativeName | 안명숙 | - |
dc.contributor.alternativeName | 지은이 | - |
dc.contributor.alternativeName | 송승엽 | - |
dc.contributor.alternativeName | 김홍식 | - |
dc.contributor.alternativeName | 김인정 | - |
dc.contributor.alternativeName | 김석원 | - |
dc.identifier.bibliographicCitation | Plant Biotechnology Reports, vol. 10, no. 6, pp. 403-414 | - |
dc.identifier.doi | 10.1007/s11816-016-0411-x | - |
dc.subject.keyword | Fourier transform infrared spectroscopy | - |
dc.subject.keyword | HPLC | - |
dc.subject.keyword | PCA | - |
dc.subject.keyword | PLS regression | - |
dc.subject.keyword | PLS-DA | - |
dc.subject.keyword | Prediction | - |
dc.subject.keyword | Saponins | - |
dc.subject.keyword | Soybean | - |
dc.subject.local | Fourier transform IR | - |
dc.subject.local | Fourier transform infrared spectroscopy | - |
dc.subject.local | Fourier transform infrared spectroscopy (FT-IR) | - |
dc.subject.local | Fourier transform-infrared spectroscopy | - |
dc.subject.local | Fourier transform-infrared spectroscopy (FT-IR) | - |
dc.subject.local | Fourier transformation - Infrared spectroscopy | - |
dc.subject.local | Fourier transformation - infrared spectroscopy | - |
dc.subject.local | Fourier transformation infrared (FT-IR) spectroscopy | - |
dc.subject.local | Fourier transformation infrared spectroscopy (FT-IR) | - |
dc.subject.local | FT-IR | - |
dc.subject.local | FT-IR (Fourier transform infrared spectroscopy) | - |
dc.subject.local | FT-IR spectroscopy | - |
dc.subject.local | FTIR | - |
dc.subject.local | fourier transform infared spectroscopy | - |
dc.subject.local | fourier transformation infrared spectroscopy | - |
dc.subject.local | HPLC | - |
dc.subject.local | PCA | - |
dc.subject.local | PLS (partial least square) regression | - |
dc.subject.local | PLS regression | - |
dc.subject.local | PLS-DA | - |
dc.subject.local | PLS-DA (partial least square -discriminant analysis) | - |
dc.subject.local | Prediction | - |
dc.subject.local | prediction | - |
dc.subject.local | SAPONINS | - |
dc.subject.local | Saponin | - |
dc.subject.local | Saponins | - |
dc.subject.local | saponin | - |
dc.subject.local | saponins | - |
dc.subject.local | Soybean | - |
dc.subject.local | Soybean (Glycine max) | - |
dc.subject.local | soybean | - |
dc.subject.local | Soybean (Glycine max (L.) Merrill.) | - |
dc.subject.local | Soybean (Glycine max L.) | - |
dc.description.journalClass | Y | - |
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