NMR METABOLIC PROFILING COMBINED WITH TWO-STEP PRINCIPAL COMPONENT ANALYSIS FOR TOXIN-INDUCED DIABETES MODEL RAT USING URINE
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概要
- 論文の詳細を見る
Nuclear magnetic resonance-based metabolic profiling (NMR-MP) was applied to evaluate disorder model animals using urine. Diabetic nephropathy was established in this experiment by administering streptozotocin to Wistar rats, which immediately developed diabetes after toxin-treatment and then gradually produced albumin-containing urine (albuminuria). Urine samples were collected for the first 4 weeks after toxin treatment. Predominant urinary sugar signals were seen in ^1H-NMR spectra of diabetes rat urine, and spectra were processed and subjected to multivariate analysis. Principal component analysis (PCA) identified 3 outliers among 20 individuals. Outlier rats did not develop urinary sugar and were later found to be rats insufficient to establish diabetes models. A second PCA was performed excluding the additional glucose-signal region (3.2-6.3ppm), as glucose signals had a predominant effect that may mask details of other metabolic profiles. Consequently another outlier was revealed. This exceptional rat did not develop albuminuria even after producing glucosuria for 14 weeks. NMR metabolic profiling provides good guidance to evaluate biophysical conditions of animals, enabling detection of abnormalities in the early stage of toxicological experiments.
- 日本トキシコロジー学会の論文
- 2007-10-15
著者
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NEMOTO Tadashi
Biomedicinal Information Research Center, AIST
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Ando Itiro
Planning For Drug Development And Clinical Evaluation Tohoku University Graduate School Of Pharmaceu
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Nemoto Tadashi
National Institute Of Bioscience And Human-technology
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Fujiwara Masako
Planning For Drug Development And Clinical Evaluation Tohoku University Graduate School Of Pharmaceu
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KANAZAWA Kenji
National Institute of Bioscience and Human-Technology, AIST
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Kanazawa Kenji
Biomedicinal Information Res. Center (birc) National Inst. Of Advance Industrial Sci. And Technol. (
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Natori Yasuhiro
International Medical Center Of Japan
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ANDO Itiro
National Institute of Advance Industrial Science and Technology (AIST)
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KATAOKA Taeko
National Institute of Advance Industrial Science and Technology (AIST)
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ARIFUKU Kazunori
JEOL DATUM LTD.
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FUJIWARA Masako
Century COE Program, Graduate School of Pharmacy, Tohoku University
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FUJIWARA Masako
Division of Molecular Metabolism and Diabetes, Graduate School of Medicine, Tohoku University
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KANAZAWA Kenji
National Institute of Advance Industrial Science and Technology (AIST)
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Arifuku Kazunori
JEOL Co., Ltd.
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