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Development of method of predicting prognosis for sepsis-associated encephalopathy using pattern recognition analysis of nuclear magnetic resonance data

Research Project

Project/Area Number 15K15663
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Emergency medicine
Research InstitutionKyoto University

Principal Investigator

Suzuki Takao  京都大学, 医学研究科, 客員研究員 (40328810)

Co-Investigator(Kenkyū-buntansha) 平川 慶子  日本医科大学, 医学部, 助手 (30165162)
小池 薫  京都大学, 医学研究科, 教授 (10267164)
佐藤 格夫  愛媛大学, 医学系研究科, 寄附講座教授 (30409205)
金涌 佳雅  日本医科大学, 医学(系)研究科(研究院), その他 (80465343)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords敗血症 / 敗血症関連脳症 / 脳脊髄液 / NMR / NMR解析 / NMR
Outline of Final Research Achievements

We collected cerebrospinal fluid from rat septic models, following sepsis induction by intraperitoneal administration of LPS (lipopolysaccharide). Then, the cerebrospinal fluid sample was subjected to proton (1 H) NMR measurement using a 7 tesla (300 MHz) FT-NMR apparatus (JEOL). We pattern-recognized this NMR spectrum and spectral data of a single pulse was analyzed by partial least squares regression (PLS-DA). The NS group (control group; administered physiological saline), LPS 2 group (administered 2 mg/kg LPS), and LPS 10 group (administered 10 mg/kg LPS) could not be clustered on the score plot. However, results from the analysis of the T2 spectrum data by PLS-DA suggested that there was a possibility of distinguishing between the LPS 2 and 10 groups. We confirmed that these three groups were clustered on the score plot to a certain extent.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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