Fluctuations of Physiological Signals in Circulation System and Their Analyses

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Published inJinko Zoki Vol. 27; no. 3; pp. 620 - 629
Main Authors NAKAO, M, YAMAMOTO, M
Format Journal Article
LanguageJapanese
Published JAPANESE SOCIETY FOR ARTIFICIAL ORGANS 1998
一般社団法人 日本人工臓器学会
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ISSN0300-0818
1883-6097
DOI10.11392/jsao1972.27.620

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Author YAMAMOTO, M
NAKAO, M
Author_FL 山本 光璋
中尾 光之
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References 15) Appel ML, Saul JP, Berger RD, Cohen RJ: Close-loop identification of cardiovascular regulatory mechanisms. Comput Cardiol 16: 3-8, 1990
12) 赤池弘次, 北川源四朗: 時系列解析の実際1. 朝倉書店, 東京, 1994, 195-214
39) 田中明, 吉澤誠, 阿部健一, 竹田宏, 山家智之, 仁田新・一, 鎮西恒雄, 藤正巌, 阿部裕輔, 井街宏: 完全置換型人工心臓の適応制御システムの開発. 人工臓器24: 976-981, 1995
23) Yamamoto M, Nakao M, Koshikawa Y, Nakamura K, Ikuta N, Hondou T, Mizutani Y, Ando R, Nitta S, Yambe T, Sei H: A further study on 1/f fluctuations in cat's inter-heartbeat intervals. Proc 13th Int Conf Noise in Phys Syst and 1/f Fluct: 651-654, 1995
18) Nakao M, Sawada M, Matsushita Y, Katayama N, Yamamoto M, Munakata M: Characterization of multivariate cardiovascular dynamics during head-up tilting based on Kullback-Leibler divergence. Proc 19th Annu Conf IEEE Eng Med Biol Soc: 7. 0. 4-PB #41 (CD-ROM), 1997
29) Di Rienzo M, Castiglioni P, Parati G, Mancia G, Pedotti A: Effects of sino-aortic denervation on spectral characteristics of blood pressure and pulse interval variability: a wide-band approach. Med Biol Eng Comput 34: 133-141, 1996
2) 早野順一郎: 心拍変動と自律神経材能. 生物物理28: 198-202, 1998
7) Vanoli E, Adamson PB, Ba-Lin, Pinna GD, Lazzara R, Orr WC: Heart rate variability during specific sleep stages: A comparison of healthy subjects with patients after myocardial infarction. Circulation 91: 1918-1922, 1995
11) 広川. 賢, 高木宏, 中尾光之, 水谷好成, 山本光璋: スプライン関数を用いた1回心拍出量の推定. 第27回日本ME学会東北支部大会講演論文集: 8, 1993
26) Meesmann M, GrUneis F, Flachenecker P, Kniffki KD: A new method for analysis of heart rate variability: counting statistics of 1/f fluctuations. Biol Cybern 68: 299-306, 1993
27) Yamamoto Y, Hughson RL: On the fractal nature of heart rate variability in humans: effects of data length and /3-adrenergic blockade. Am J Physiol 266: R40-R49, 1994
1) Sayers BMcA: Analysis of heart rate variability. Ergonomics 16: 17-32, 1973
4) Hayano J, Sakakibara Y, Yamada A, Yamada M, Mukai S, Fujinami T, Yokoyama K, Watanabe Y, Takata K: Accuracy of assessment of cardiac vagal tone by heart rate variability in normal subjects. Am J Cardiol 67: 199-204, 1991
36) Peng CK, Havlin S, Hausdorff JM, Mietus JE, Stanley HE, Goldberger: Fractal mechanisms and heart rate dynamics. Long-range correlations and their breakdown with disease. J Electrocardiol 28 (Suppl): 59-65, 1995
8) Nakao M, Takagi H, Yokote S, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: Geometric analysis of cardiovascular dynamics during sleep and wakefulness. Proc 14th Ann Conf IEEE Eng Med Biol Soc: 471-472, 1992
3) Pomeranz B, Macaulay RJB, Caudill MA, Kutz I, Adam D, Gordon D, Kilborn KM, Barger AC, Shan non DC, Cohen RJ, Benson H: Assessment of autonomic function in humans by heart rate spectral analysis. Am J Physiol Heart Circ Physiol 248: H151-H153, 1985
30) Appel ML, Berger RD, Saul JP, Smith JM, Cohen RJ: Beat to beat variability in cardiovascular vari ables: Noise or music? J Am Coll Cardiol 14: 1139-1148, 1989
31) Guyton AC: Blood pressure control-Special role of the kidneys and body fluids. Science 252: 1813-1816, 1991
34) Goldberger AL: Is the normal heartbeat chaotic or homeostatic? News Physiol Sci 6: 87-91, 1991
5) Mukai S, Hayano J: Heart rate and blood pressure variabilities during graded heat-up tilt. J Appl Physiol 78: 212-216, 1995
24) 瀧沢智和, 中尾光之, 五十嵐庸介, 片山統裕, 山本光璋: 心拍1/fゆらぎとそのモデル化. 信学技報MBE97-106, 1997
25) 志賀哲, 中尾光之, 山本光璋: 自律神経系活動のスペクトル指標に基づく心拍リズムの解析. 信学技報MBE-96, 1996
16) Mullen TJ, Appel ML, Mukkamala R, Mathias J, Cohen RJ: System indendification of closed-loop cardiovascular control: effects of posture and autonomic blockade. Am T Phvsiol 272: H448-H461, 1997
32) DeBoer RW, Karemaker JM, Strackee J: Hemodynamic fluctuations and baroreflex sensitivity in humans: a beat-to-beat model. Am J Physiol 253: H680-H689, 1987
37) Kubota T, Chishaki H, Yoshida T, Sunagawa K, Takeshita A, Nose Y: How to encode arterial pressure into carotid sinus nerve to invoke natural baroreflex. Am J Physiol 263: H307-H313, 1992
28) Castiglioni P, Frattola A, Parati G, Di Rienzo M: 1/ f-modeling of blood pressure and heart rate spectra: relations to aging. Proc 14th Annu Conf IEEE Eng Med Biol Soc: 465-466, 1992
33) Abe Y, Yamamoto M, Chinzei T, Mabuchi K, Matsuura H, Isoyama T, Kouno A, Ono T, Atsumi K, Fujimasa I, Imachi K: 1/f fluctuation in total artificial heart. Heart Replacement-Artificial Heart 5, ed by Akutsu T, Koyanagi H Springer-Verlag Tokyo 1996, 303-306
14) Baselli G, Cerutti S, Civardi S, Malliani A, Pagani M: Cardiovascular variability signals: towards the identification of a closed-loop model of the neural control mechanisms. IEEE Trans Biomed Eng 35: 1033-1046, 1993
20) Kobayashi M, Musha T: 1/f fluctuation of heartbeat period. IEEE Trans Biomed Eng 29: 456-457, 1982
21) Saul JP, Albrecht P, Berger RD, Cohen RJ: Analysis of long term heart rate variability: methods, 1/f scaling and implications. Comput Cardiol 14: 419-422, 1987
38) Yoshida T, Harasawa Y, Kubota T, Chishaki H, Kubo T, Sunagawa K, Takeshita A: Role of carotid sinus baroreflex in attenuating systemic arterial pressure variability studies in anesthetized dogs. Am J Physiol 266: H720-H729, 1994
35) Goldberger AL, West BJ: Applications of nonlinear dynamics to clinical cardiology. Ann New York Acad Sci 504: 195-213, 1987
10) Nakao M, Takagi H, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: State-dependency of cardiovascular dynamics during sleep and wakefulness. Computer Analysis of Cardiovascular Signals, ed by Di Rienzo M, Mancia G, Parati G, Pedotti A, Zanchetti A IOS Press Amsterdam 1995, 75-80
19) Nakao M, Hirokawa K, Kawachi N, Yamamoto M, Munakata M, Imai Y, Abe K: Trajectory analyses of time-varying multivariate cardiovascular dynamics based on a distance measure. Proc 17th Annu Conf IEEE Eng Med Biol Soc: 1. 2. 5. 2 (CD-ROM), 1995
22) Yamamoto M, Nakao M, Mizutani Y, Takahashi T, Arai H, Nakamura K, Norimatsu M, Ikuta N, Ando R, Nitta S, Yambe T: Robustness of 1/f fluctuations in P-P intervals of cat's electrocardiogram. Proc 12th Int Conf Noise in Phys Syst and 1/f Fluct: 687-692, 1993
6) Breuer HWM, Skyschally A, Schulz R, Martin C, Wehr M, Heusch G: Heart rate variability and circulating catecholamine concentrations during steady state exercise in healthy volunteers. Br Heart J 70: 144-149, 1993
13) Sawada M, Nakao M, Yamamoto M, Munakata M, Imai Y, Abe K: State-dependent responsiveness of cardiovascular system during sleep and wakefulness. Proc 18th Annu Conf IEEE Eng Med & Biol Soc: 6. 3. 2-5 (CD-ROM), 1996
17) 甘利俊一, 長岡浩司: 情報幾何の方法. 岩波講座応用数学6岩波書店, 東京, 1993, 87-100
9) Nakao M, Takagi H, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: Characterization of cardiovascular dynamics on the basis of slow wave sleep. Proc 15th Annu Conf IEEE Eng Med Biol Soc: 566-567, 1993
References_xml – reference: 1) Sayers BMcA: Analysis of heart rate variability. Ergonomics 16: 17-32, 1973
– reference: 26) Meesmann M, GrUneis F, Flachenecker P, Kniffki KD: A new method for analysis of heart rate variability: counting statistics of 1/f fluctuations. Biol Cybern 68: 299-306, 1993
– reference: 30) Appel ML, Berger RD, Saul JP, Smith JM, Cohen RJ: Beat to beat variability in cardiovascular vari ables: Noise or music? J Am Coll Cardiol 14: 1139-1148, 1989
– reference: 14) Baselli G, Cerutti S, Civardi S, Malliani A, Pagani M: Cardiovascular variability signals: towards the identification of a closed-loop model of the neural control mechanisms. IEEE Trans Biomed Eng 35: 1033-1046, 1993
– reference: 31) Guyton AC: Blood pressure control-Special role of the kidneys and body fluids. Science 252: 1813-1816, 1991
– reference: 3) Pomeranz B, Macaulay RJB, Caudill MA, Kutz I, Adam D, Gordon D, Kilborn KM, Barger AC, Shan non DC, Cohen RJ, Benson H: Assessment of autonomic function in humans by heart rate spectral analysis. Am J Physiol Heart Circ Physiol 248: H151-H153, 1985
– reference: 15) Appel ML, Saul JP, Berger RD, Cohen RJ: Close-loop identification of cardiovascular regulatory mechanisms. Comput Cardiol 16: 3-8, 1990
– reference: 29) Di Rienzo M, Castiglioni P, Parati G, Mancia G, Pedotti A: Effects of sino-aortic denervation on spectral characteristics of blood pressure and pulse interval variability: a wide-band approach. Med Biol Eng Comput 34: 133-141, 1996
– reference: 6) Breuer HWM, Skyschally A, Schulz R, Martin C, Wehr M, Heusch G: Heart rate variability and circulating catecholamine concentrations during steady state exercise in healthy volunteers. Br Heart J 70: 144-149, 1993
– reference: 21) Saul JP, Albrecht P, Berger RD, Cohen RJ: Analysis of long term heart rate variability: methods, 1/f scaling and implications. Comput Cardiol 14: 419-422, 1987
– reference: 36) Peng CK, Havlin S, Hausdorff JM, Mietus JE, Stanley HE, Goldberger: Fractal mechanisms and heart rate dynamics. Long-range correlations and their breakdown with disease. J Electrocardiol 28 (Suppl): 59-65, 1995
– reference: 8) Nakao M, Takagi H, Yokote S, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: Geometric analysis of cardiovascular dynamics during sleep and wakefulness. Proc 14th Ann Conf IEEE Eng Med Biol Soc: 471-472, 1992
– reference: 37) Kubota T, Chishaki H, Yoshida T, Sunagawa K, Takeshita A, Nose Y: How to encode arterial pressure into carotid sinus nerve to invoke natural baroreflex. Am J Physiol 263: H307-H313, 1992
– reference: 4) Hayano J, Sakakibara Y, Yamada A, Yamada M, Mukai S, Fujinami T, Yokoyama K, Watanabe Y, Takata K: Accuracy of assessment of cardiac vagal tone by heart rate variability in normal subjects. Am J Cardiol 67: 199-204, 1991
– reference: 25) 志賀哲, 中尾光之, 山本光璋: 自律神経系活動のスペクトル指標に基づく心拍リズムの解析. 信学技報MBE-96, 1996
– reference: 11) 広川. 賢, 高木宏, 中尾光之, 水谷好成, 山本光璋: スプライン関数を用いた1回心拍出量の推定. 第27回日本ME学会東北支部大会講演論文集: 8, 1993
– reference: 7) Vanoli E, Adamson PB, Ba-Lin, Pinna GD, Lazzara R, Orr WC: Heart rate variability during specific sleep stages: A comparison of healthy subjects with patients after myocardial infarction. Circulation 91: 1918-1922, 1995
– reference: 5) Mukai S, Hayano J: Heart rate and blood pressure variabilities during graded heat-up tilt. J Appl Physiol 78: 212-216, 1995
– reference: 19) Nakao M, Hirokawa K, Kawachi N, Yamamoto M, Munakata M, Imai Y, Abe K: Trajectory analyses of time-varying multivariate cardiovascular dynamics based on a distance measure. Proc 17th Annu Conf IEEE Eng Med Biol Soc: 1. 2. 5. 2 (CD-ROM), 1995
– reference: 9) Nakao M, Takagi H, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: Characterization of cardiovascular dynamics on the basis of slow wave sleep. Proc 15th Annu Conf IEEE Eng Med Biol Soc: 566-567, 1993
– reference: 35) Goldberger AL, West BJ: Applications of nonlinear dynamics to clinical cardiology. Ann New York Acad Sci 504: 195-213, 1987
– reference: 13) Sawada M, Nakao M, Yamamoto M, Munakata M, Imai Y, Abe K: State-dependent responsiveness of cardiovascular system during sleep and wakefulness. Proc 18th Annu Conf IEEE Eng Med & Biol Soc: 6. 3. 2-5 (CD-ROM), 1996
– reference: 38) Yoshida T, Harasawa Y, Kubota T, Chishaki H, Kubo T, Sunagawa K, Takeshita A: Role of carotid sinus baroreflex in attenuating systemic arterial pressure variability studies in anesthetized dogs. Am J Physiol 266: H720-H729, 1994
– reference: 10) Nakao M, Takagi H, Mizutani Y, Yamamoto M, Munakata M, Imai Y, Abe K: State-dependency of cardiovascular dynamics during sleep and wakefulness. Computer Analysis of Cardiovascular Signals, ed by Di Rienzo M, Mancia G, Parati G, Pedotti A, Zanchetti A IOS Press Amsterdam 1995, 75-80
– reference: 23) Yamamoto M, Nakao M, Koshikawa Y, Nakamura K, Ikuta N, Hondou T, Mizutani Y, Ando R, Nitta S, Yambe T, Sei H: A further study on 1/f fluctuations in cat's inter-heartbeat intervals. Proc 13th Int Conf Noise in Phys Syst and 1/f Fluct: 651-654, 1995
– reference: 32) DeBoer RW, Karemaker JM, Strackee J: Hemodynamic fluctuations and baroreflex sensitivity in humans: a beat-to-beat model. Am J Physiol 253: H680-H689, 1987
– reference: 28) Castiglioni P, Frattola A, Parati G, Di Rienzo M: 1/ f-modeling of blood pressure and heart rate spectra: relations to aging. Proc 14th Annu Conf IEEE Eng Med Biol Soc: 465-466, 1992
– reference: 2) 早野順一郎: 心拍変動と自律神経材能. 生物物理28: 198-202, 1998
– reference: 22) Yamamoto M, Nakao M, Mizutani Y, Takahashi T, Arai H, Nakamura K, Norimatsu M, Ikuta N, Ando R, Nitta S, Yambe T: Robustness of 1/f fluctuations in P-P intervals of cat's electrocardiogram. Proc 12th Int Conf Noise in Phys Syst and 1/f Fluct: 687-692, 1993
– reference: 16) Mullen TJ, Appel ML, Mukkamala R, Mathias J, Cohen RJ: System indendification of closed-loop cardiovascular control: effects of posture and autonomic blockade. Am T Phvsiol 272: H448-H461, 1997
– reference: 24) 瀧沢智和, 中尾光之, 五十嵐庸介, 片山統裕, 山本光璋: 心拍1/fゆらぎとそのモデル化. 信学技報MBE97-106, 1997
– reference: 34) Goldberger AL: Is the normal heartbeat chaotic or homeostatic? News Physiol Sci 6: 87-91, 1991
– reference: 33) Abe Y, Yamamoto M, Chinzei T, Mabuchi K, Matsuura H, Isoyama T, Kouno A, Ono T, Atsumi K, Fujimasa I, Imachi K: 1/f fluctuation in total artificial heart. Heart Replacement-Artificial Heart 5, ed by Akutsu T, Koyanagi H Springer-Verlag Tokyo 1996, 303-306
– reference: 20) Kobayashi M, Musha T: 1/f fluctuation of heartbeat period. IEEE Trans Biomed Eng 29: 456-457, 1982
– reference: 27) Yamamoto Y, Hughson RL: On the fractal nature of heart rate variability in humans: effects of data length and /3-adrenergic blockade. Am J Physiol 266: R40-R49, 1994
– reference: 39) 田中明, 吉澤誠, 阿部健一, 竹田宏, 山家智之, 仁田新・一, 鎮西恒雄, 藤正巌, 阿部裕輔, 井街宏: 完全置換型人工心臓の適応制御システムの開発. 人工臓器24: 976-981, 1995
– reference: 12) 赤池弘次, 北川源四朗: 時系列解析の実際1. 朝倉書店, 東京, 1994, 195-214
– reference: 17) 甘利俊一, 長岡浩司: 情報幾何の方法. 岩波講座応用数学6岩波書店, 東京, 1993, 87-100
– reference: 18) Nakao M, Sawada M, Matsushita Y, Katayama N, Yamamoto M, Munakata M: Characterization of multivariate cardiovascular dynamics during head-up tilting based on Kullback-Leibler divergence. Proc 19th Annu Conf IEEE Eng Med Biol Soc: 7. 0. 4-PB #41 (CD-ROM), 1997
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SubjectTerms 1/f fluctuation
circulation system
Kullback-Leibler divergence
multistate-multivariate analysis
optimal control
Title Fluctuations of Physiological Signals in Circulation System and Their Analyses
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