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Long-term non-invasive monitoring and autoregressive analysis of biological signals in fetus and preterm infants.

Research Project

Project/Area Number 06670810
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Pediatrics
Research InstitutionOita Medical University

Principal Investigator

OGAWA Teruyuki  Oita Medical University, Department of Pediatrics, Professor, 医学部, 教授 (10039810)

Co-Investigator(Kenkyū-buntansha) FUKUSHIMA Naoki  Oita Medical University, Dept of Pediatrics, Assistant, 医学部, 助手 (60218914)
KOJO Masanobu  Oita Medical University, Dept of Pediatrics, Assistant Professor, 医学部, 講師 (10215262)
GOTO Kazuya  Oita Medical University, Dept of Pediatrics, Assistant Professor, 医学部, 講師 (90178442)
石黒 真木夫  文部省統計数理研究所, 予測制御系, 教授 (10000217)
Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1995: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1994: ¥1,000,000 (Direct Cost: ¥1,000,000)
Keywordspreterm-, newborn infant / long-term non-invasive signals / autoregressive model / Akaike information criterion / EEG activity / general movement / posture and movement / cardio-respiratory interaction / 赤池情報量規準(AIC) / General movement / 呼吸 / 自己回帰解析 / 脳波 / 呼吸変動 / RR間隔 / general movement
Research Abstract

Perinatal death and brain damage are conditions which can often be prevented as a result of the use of continous physiological monitoring techniques in labor. The computers were programd to automatically obtain the measurement on EEGs, heart rate, TcPO_2 and blood pressure from monitoring system, display and store the current values, retrieve post data with the using an autoregressive (AR) spectral analysis method (1992). By using the system, the following results were obtained.
1.Computer analysis of 24-hour EEG on using Akaike information criterion (AIC) in preterm infants : The results showed that the fluctations in minimum AIC and AIC-moving avarage might reflect the periodic change of QS state.
2.Autoregressive analysis of heart rate variability from prenatal to postnatal life : progressive and significant increases in the power density of the high-frequency component (0.28-0.45c/b : HF) from gestational week 36 to postnatal day 4 provided a quantitative index of the influence of respiration on the EEG signal and may be related to vagal activity.
3.Relationship between AR-powerspectrum and sleep stage : From 35 wk gestational age onward, respiratory frequency was higher in QS,compared to AS,and significantly from that of QS and AS.
4.AR-analysis of the 24-h EMG from preterm infants : AR-power spectral analysis can help defferentiate the duration measure in QS and AS.Assesment of the quality of general movements in preterm infants was automaticaly obtained.
5.Central pattern generators of general movement and autonomic nervous system.
In conclusion, the periodicity findings of this study suggest that biological signals in very young infants may be functionally linked to the emergent state properties of active sleep. The relationship between motility bursts and state in infants between 26 and 36 weeks conceptional age deserves further study.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (27 results)

All Other

All Publications (27 results)

  • [Publications] 小川昭之 他: "胎児から新生児への自律神経機能の連続性心電図RR間隔時系列の自己回帰解析" 自立神経. 31. 590-598 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 小川昭之 他: "子宮内発育不全(IUGR)胎児の心拍自律神経制御活動特性" 自律神経. 32. 361-366 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Kojo, T.Ogawa: "Multivariate autoregressive analysis of carotid artery blood flow waveform in an infant of a diabetic mother with cardiomyopathy" Acta Paediatrica japonica. 37. 588-593 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Kojo, T.Ogawa: "Developmental change in carotid artery blood flow waveform by component analysis in children" Acta Paediatrica Japonica. 37. 677-686 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] K.Goto, T.Ogawa: "The quantification of EEG continuity by 24-hour recordings in intraventricular hemorrhaging and periventricular leukomalacia : Its prognostic value in comparison with conventional EEG recordings" Acta Medica et Biologica. 43. 17-23 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Wada, T.Ogawa: "Development of relative power contribution ratio of the EEG in normal children : a multivariate autoregressive modeling approach" Electroencephalography and Clinical Neurophysiology. 98. 69-75 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 小川昭之: "時系列解析の実際II:正常胎児・新生児心電図RR間隔時系列の自己回帰解析" 赤池弘次、北川源四郎 編 朝倉書店, 218 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] T.Ogawa, H.Sonoda, K.Sato, A.Nyu, N.Fukushima, M.Kojo, K.Yamada: "Autoregressive analysis of heart rate variability from prenatal to postnatal life." The Autonom. Nerv.Syst. 31 (5). 590-598 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] T.Ogawa, H.Sonoda, K.Sato, M.Kojo, K.Yamada, T.Anai: "Autoregressive analysis of fetal heart rate variability in intrauterine growth retardation." The Autonom. Nerv.Syst.32 (4). 361-366 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Kojo, T.Ogawa, K.Yamada, H.Sonoda, K.Sato: "Multivariate autoregressive analysis of carotid artery blood flow waveform in an infant of a diabetic mother with cardiomyopathy." Acta Paediatr. Jpn.37. 588-593 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Kojo, T.Ogawa, H.Sonoda, K.Yamada: "Developmental change in carotid artery blood flow waveform by component analysis in children." Acta Paediatr. Jpn.37. 677-686 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] K.Goto, T.Ogawa, H.Sonoda: "The quantification of EEG continuity by 24-hour recordings in intraventricular hemorrhaging and periventricular leukomalacia : Its prognostic value in comparison with conventional EEG recordings." Acta Medica et Biologica. 43 (1). 17-23 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Wada, T.Ogawa, H.Sonoda, K.Sato: "Development of relative power contribution ratio of the EEG in normal children : a multivariate autoregressive modeling approach." Electroenceph. Chin. Neurophysiol. 98. 69-75 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] M.Wada,T.Ogawa: "Development of relative power contribution ratio of the EEG in normal children : a multivariate autoregressive modeling approach" Electroencephalography and Clinical Neurophysiology. 98. 69-75 (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] 小川昭之 他: "胎児から新生児への自律神経機能の連続性心電図RR間隔時系列の自己回帰解析" 自律神経. 31. 590-598 (1994)

    • Related Report
      1995 Annual Research Report
  • [Publications] 小川昭之 他: "子宮内発育不全(IUGR)胎児の心拍自律神経制御活動特性" 自律神経. 32. 361-366 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Kojo,T.Ogawa: "Multivariate autoregressive analysis of carotid artery blood flow waveform in an infant of a diabetic mother with cardiomyopathy" Acta Paediatrica Japonica. 37. 588-593 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Kojo,T.Ogawa: "Developmental change in carotid artery blood flow waveform by component analysis in children" Acta Paediatrica Japonica. 37. 677-686 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] K.Goto,T.Ogawa: "The quantification of EEG continuity by 24-hour recordings in intraventricular hemorrhaging and periventricular leukomalacia : Its prognostic value in comparison with conventional EEG recordings" Acta Medica et Biologica. 43. 17-23 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 小川昭之: "時系列解析の実際II" 赤池弘次、北川源四郎 編 朝倉書店, 218 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Wada,T.Ogawa: "Development of Relative Power Contribution Ratio of the EEG in Normal Children:A Multivariate Autoregressive Modeling Approach" Electroencephalography and Clinical Neurophysiology. (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] K.Sawaguchi,T.Ogawa: "Component Wave Analysis of Flash Visual Evoked Potentials in Preterm Infants" Electroencephalography and Clinical Neurophysiology. (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] K.Sato,T.Ogawa: "Development of the functional asymmetry of EEGs in normal children:a multivariate autoregressive modelling approach" Electroencephalography and Clinical Neurophysiology. (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 小川昭之: "胎児から新生児への自律神経機能の連続性:心電図RR間隔時系列の自己回帰解析" 自律神経. 31. 590-598 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 小川昭之: "胎児・新生児における自律神経機能の“揺らぎ"と、発達神経学" 第2回「基礎と臨床のための発達神経学研究会」報告集. 9-25 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 是松聖悟,小川昭之: "自己回帰・要素波解析を用いた心電図RR間隔と血圧の揺らぎの解析:小児の自律神経機能の評価" 自律神経. 31. 723-729 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 小川昭之: "時系列解析の実際II(赤池弘次・北川源四郎編)分担" 朝倉書店,東京, 220 (1995)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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