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Evaluation of Baroreflex Effectiveness in Normal Subject and Obstructive Sleep Apnea Patient during Sleep using Granger Causality Analysis

그레인저 인과성 분석을 이용한 정상인과 수면무호흡증 환자의 수면 중 압수용기 반사 효과의 평가

  • Jung, Da Woon (Interdisciplinary Program for Biomedical Engineering, Seoul National University Graduate School) ;
  • Kim, Sang Kyong (Interdisciplinary Program for Biomedical Engineering, Seoul National University Graduate School) ;
  • Kim, Ko Keun (Center for Cognition and Sociality, Institute for Basic Science) ;
  • Lee, Yu-Jin (Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine) ;
  • Jeong, Do-Un (Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine) ;
  • Park, Kwang Suk (Department of Biomedical Engineering, Seoul National University College of Medicine)
  • 정다운 (서울대학교 공과대학 협동과정 바이오엔지니어링전공) ;
  • 김상경 (서울대학교 공과대학 협동과정 바이오엔지니어링전공) ;
  • 김고근 (기초과학연구원 인지 및 사회성 연구단) ;
  • 이유진 (서울대학교병원 수면의학센터) ;
  • 정도언 (서울대학교병원 수면의학센터) ;
  • 박광석 (서울대학교 의과대학 의공학교실)
  • Received : 2014.06.30
  • Accepted : 2014.07.30
  • Published : 2014.08.30

Abstract

The baroreflex is one kind of homeostatic mechanisms to regulate acute blood pressure (BP) changes by controlling heartbeat interval (HBI). To quantify the effect of baroreflex, we suggested a new approach of analyzing Granger causality between systolic BP (SBP) and HBI. The index defined as baroreflex effectiveness (BRE) was generated by the hypothesis that more effectual baroreflex would be related to more effective Granger causal influence of SBP on HBI. Six obstructive sleep apnea (OSA) patients (apnea-hypopnea index, AHI ${\geq}5$ events/hr) and six normal subjects participated in the study. Their SBP and HBI during nocturnal sleep were obtained from a non-invasive continuous BP measurement device. While the BRE ($mean{\pm}SD$) of normal subjects was $47.0{\pm}4.0%$, OSA patients exhibited the BRE of $34.0{\pm}3.8%$. The impaired baroreflex function of OSA patients can be explained by the physiological mechanism associated with recurrent hypoxic episodes during sleep. Thus, the significantly lower BRE in OSA patients verified the availability of Granger causality analysis to evaluate baroreflex during sleep. Furthermore, the range of BRE obtained from normal subjects was not overlapped with that obtained from OSA patients. It suggests the potential of BRE as a new helpful tool for diagnosing OSA.

Keywords

References

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