論文

査読有り
2014年8月

Pattern Recognition Analysis of Proton Nuclear Magnetic Resonance Spectra of Extracts of Intestinal Epithelial Cells under Oxidative Stress

JOURNAL OF NIPPON MEDICAL SCHOOL
  • Keiji Nakata
  • ,
  • Norio Sato
  • ,
  • Keiko Hirakawa
  • ,
  • Takayuki Asakura
  • ,
  • Takao Suzuki
  • ,
  • Ran Zhu
  • ,
  • Takeshi Asano
  • ,
  • Kaoru Koike
  • ,
  • Youkichi Ohno
  • ,
  • Hiroyuki Yokota

81
4
開始ページ
236
終了ページ
247
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1272/jnms.81.236
出版者・発行元
MEDICAL ASSOC NIPPON MEDICAL SCH

Background: Mesenteric ischemia-reperfusion induces gut mucosal damage. Intestinal mucosal wounds are repaired by epithelial restitution. Although many different molecular mechanisms have been shown to affect cell metabolism under oxidative conditions, these molecular mechanisms and metabolic phenotypes are not well understood. Nuclear magnetic resonance (NMR) spectroscopic data can be used to study metabolic phenotypes in biological systems. Pattern recognition with multivariate analysis is one chemometric technique. The purpose of this study was to visualize, using a chemometric technique to interpret NMR data, different degrees of oxidant injury in rat small intestine (IEC-6) cells exposed to H2O2.
Methods: Oxidant stress was induced by H2O2 in IEC-6 cells. Cell restitution and viability were assessed at different H2O2 concentrations and time points. Cells were harvested for pattern recognition analysis of H-1-NMR data.
Results: Cell viability and restitution were significantly suppressed by H2O2 in a dose-dependent manner compared with control. Each class was clearly separated into clusters by partial least squares discriminant analysis, and class variance was greater than 90% from 2 factors.
Conclusion: Pattern recognition of NMR spectral data using a chemometric technique clearly visualized the differences of oxidant injury in IEC-6 cells under oxidant stress.

リンク情報
DOI
https://doi.org/10.1272/jnms.81.236
PubMed
https://www.ncbi.nlm.nih.gov/pubmed/25186577
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000340811300006&DestApp=WOS_CPL
ID情報
  • DOI : 10.1272/jnms.81.236
  • ISSN : 1345-4676
  • eISSN : 1347-3409
  • PubMed ID : 25186577
  • Web of Science ID : WOS:000340811300006

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