Statistical correlation and projection methods for improved information recovery from diffusion-edited NMR spectra of biological samples.

@article{Smith2007StatisticalCA,
  title={Statistical correlation and projection methods for improved information recovery from diffusion-edited NMR spectra of biological samples.},
  author={Leon M Smith and Anthony D. Maher and Olivier Cloarec and Mattias J Rantalainen and Huiru Tang and Paul Elliott and Jeremiah Stamler and John C. Lindon and Elaine Holmes and Jeremy K. Nicholson},
  journal={Analytical chemistry},
  year={2007},
  volume={79 15},
  pages={5682-9}
}
Although NMR spectroscopic techniques coupled with multivariate statistics can yield much useful information for classifying biological samples based on metabolic profiles, biomarker identification remains a time-consuming and complex procedure involving separation methods, two-dimensional NMR, and other spectroscopic tools. We present a new approach to aid complex biomixture analysis that combines diffusion ordered (DO) NMR spectroscopy with statistical total correlation spectroscopy (STOCSY… CONTINUE READING

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