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2002 Fiscal Year Final Research Report Summary

Control Criteria of Cardiovascular System Generating 1/f Fluctuations

Research Project

Project/Area Number 13650481
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionTohoku University

Principal Investigator

NAKAO Mitsuyuki  Tohoku University, Graduate School of Information Sciences, Associate Professor, 大学院・情報科学研究科, 助教授 (20172265)

Co-Investigator(Kenkyū-buntansha) KATAYAMA Norihiro  Tohoku University, Graduate School of Information Sciences, Research Associate, 大学院・情報科学研究科, 助手 (20282030)
YAMAMOTO Mitsuaki  Tohoku University, Graduate School of Information Sciences, Professor, 大学院・情報科学研究科, 教授 (40004618)
Project Period (FY) 2001 – 2002
Keywordsbaroreflex / multivariate autoregressive model / closed-loop system / orthostatic stress / impulse response / spinal injury / optimal control / sequence method
Research Abstract

In this study, we explored the control criteria of the cardiovascular system generating 1/f fluctuations. Through estimating the baroreflex gain (BRG), state-dependency of the regulatory system was studied. BRG was estimated by the sequence method constructed under an open-loop assumption from blood pressure (BP) to heart rate (HR). As a result, the estimated BRSs were lower in order standing, non rapid eye movement (nonREM) sleep, REM sleep, supine. In addition, under the head-up tilting posing orthostatic stress, it was paradoxically found that BRS becomes reduced as the tilt angle (gravity) increases. As a novel technique estimating BRS based on the closed-loop assumption, a new method was proposed that the sequence method is applied to a time series generated by the identified multivariate autoregressive (MAR) model driven by the innovation process, tentatively called "innovation method". Comparison between the estimates obtained by the sequence and the innovation methods did not s … More how large disparity, which clears the difference in the absolute value of BRS estimated by the open- and closed-loop techniques. In addition, the closed-loop impulse response from BP to BP was found to be accelerated as the orthostatic stress became heavier. Similar analyses were applied to the data of spinal injury patients. As a result, the cardiovascular system showed unstable responses for the patients of upper level injury. In contrast, the patients of lower level injury were found to have similar characteristics to the healthy subjects. Besides, the patients showed the distinct 0.05Hz oscillation, which could provide novel information concerning generation mechanism of Mayer wave. From the analysis of inter-dependency between BP and HR, the cardiovascular system is considered to be unstabilized by the disconnection between them due to the injury. Because the response to the orthostatic stress reflects control of peripheral resistance and behavior of venous return, the control criteria of the cardiovascular system could be explored by modeling them. Additionally, we constructed the cardiovascular model which consists of HR and sympathetic activity as control variables and BP as a variable to be controlled. Simulation of optimal control on the model suggests that the criteria for generating 1/f fluctuation in HR are loose ones allowing deviations to some extent rather than rigid one not allowing fluctuations. Less

  • Research Products

    (76 results)

All Other

All Publications (76 results)

  • [Publications] M.Nakao, M.Yamamoto et al.: "Quantitative Characteristics of Alpha and Theta EEG Activities during Sensory Deprivation"Psych.and Clin.Neurosci.. 55・3. 191-192 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Synchronization between Hippocampal Theta Waves and PGO Waves during REM Sleep"Psych.and Clin.Neurosci.. 55・3. 189-190 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Phase Shift of Coupled Oscillator Model with Feedbacks in Response to Multiple Bright Light Exposure"Psych.and Clin.Neurosci.. 55・3. 295-297 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "An Optimal Control Model of 1/f Fluctuations in Heart Rate Variability"IEEE EMB Magazine. 20・2. 77-87 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, M.Yamamoto et al.: "Hypothalamic Sleep-Promoting Mechanisms : Coupling to Thermoregulation"Archives Italiennes de Biologie. 139. 63-75 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Yamamoto, M.Nakao, et al.: "Pain Threshold Sensor Using Thermally Isolated Resistors for Heating and Temperature Measurement"Technical Digest of 18th Sensor Symposium. 89-92 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] N.Katayama, M.Nakao, M.Yamamoto et al.: "Mutual Entrainment in A Brain Slice-Artificial Oscillator Hybrid"Proc.NOLTA. 375-378 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] N.Katayarna, M.Nakao, M.Yamamoto: "Computation in Single Neuron with Dendritic Trees"Brainware : Bio-inspired Architechture and Its Hardware Implementation. 179-205 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "生体リズムの多振動体モデル"電子情報通信学会技術研究報告. MBE2001-105. 17-22 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "フィードバック機構を有するサーカディアンシステムのモデル化"電子情報通信学会技術研究報告. MBE2001-106. 23-30 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "睡眠段階移行期における生体信号ダイナミクスの変化"電子情報通信学会技術研究報告. MBE2001-107. 31-38 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山 他: "急速眼球運動予測性脳幹スパイク電位の電流源推定"電子情報通信学会技術研究報告. MBE2001-108. 39-46 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山: "統合的生体情報計測システムの歯科治療への応用"電子情報通信学会技術研究報告. MBE2001-109. 47-54 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山 他: "薄膜サーモードを用いた刺痛反応時間計測システムの構築"電子情報通信学会技術研究報告. MBE2001-110. 55-62 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "Sequence法による圧受容器反射ゲインの推定とその状態依存性"日本エム・イー学会東北支部大会講演論文集. 28 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 片山, 中尾, 山本 他: "海馬薄切標本におけるニューロン活動の多チャンネル計測と解析"電子情報通信学会技術研究報告. MBE2001-113. 79-86 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "レム睡眠期におけるヒト顔面部からの脳幹スパイク電位計測"日本エム・イー学会東北支部大会講演論文集. 32 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "生体リズム機構のモデリング"計測と制御. 41・10. 733-739 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾: "ヒトのサーカディアン・システムのモデル化とその応用"Pharma Medica. 20 Suppl. 39-44 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Under-estimation of baroreflex sensitivity through a closed loop model due to non-Gaussian property of blood pressure distribution"Proc.24th Ann.Conf.IEEE Eng.Med.& Biol.Soc.. 279-282 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "状態依存性の固有周期を持つ振動子ネットワークのダイナミクス"日本エム・イー学会東北支部大会講演論文集. 19 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 片山, 中尾, 山本 他: "培養心筋細胞の興奮リズムに対するoctanolの効果"日本エム・イー学会東北支部大会講演論文集. 20 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "Head-up tilt時の心臓血管系ダイナミクスの解析"電子情報通信学会技術研究報告. MBE2002-71. 29-32 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao et al.: "Error measures of the back-propagation learning algorithm"J.Korean Physical Society. 40・6. 1091-1095 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Phase shift of coupled oscillator model with feedbacks in response to multiple bright light exposure"Psychiatry and Clinical Neuroscience. 56. 215-216 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Elicited pontogeniculo-occipital waves by auditory stimuli are synchronized with hippocampal θ waves"Psychiatry and Clinical Neuroscience. 56. 343-344 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "A phase dynamics model of human circadian rhythms"J.Biol.Rhythms. 17・5. 476-489 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Phase-locking of spontaneous and elicited ponto-geniculo-occipital waves is associated with acceleration of hippocainpal theta waves during rapid eye movement sleen in cats"Brain Research. 958. 347-358 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "ブラインド信号分離技術のてんかん脳波解析への応用"日本エム・イー学会誌. 16・5. 38-45 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山 他: "レム睡眠期における急速眼球運動予測性相動性電位のヒト顔面部の電位分布"日本睡眠学会第27回定期学術集会抄録集. 205 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 片山, 中尾 他: "ヒト眼球運動に先行するスパイク電位の計測と解析に関する研究"電子情報通信学会技術研究報告. MBE2002-72. 33-36 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山 他: "ヒトのレム睡眠研究を志向したインテリジェント型広帯域脳波記録装置"日本睡眠学会第27回定期学術集会抄録集. 160 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 山本: "生体リズムを考慮した睡眠-覚醒機構のシステムモデル"日本睡眠学会第27回定期学術集会抄録集. 64 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本, 中尾, 片山 他: "咬合治療前後における睡眠及び愁訴の変容 第2報"日本睡眠学会第27回定期学術集会抄録集. 176 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 片山, 山本 他: "ラットの感覚毛除去によるバレル野の睡眠時脳波ダイナミクスの変化"日本睡眠学会第27回定期学術集会抄録集. 209 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Yamamoto, N.Katayama, M.Nakao et al.: "A facial topographic mapping of rapid eye movements anticipatory phasic potentials (RAPPS)"Sleep and Biological Rhythms. (In press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Yamamoto, N.Katayama, M.Nakao et al.: "A real-time REM sleep analyzer equipped with a portable wide-band polygraphic recorder"Sleep and Biological Rhythms. (In press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, N.Katayama, M.Yamamoto et al.: "Dynamics changes of sleep EEG in rat barrel cortex associated with long-term sensory deprivation"Sleep and Biological Rhythms. (In press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中尾, 山本: "眠気予測モデルによる事故防止シミュレータ・システムの構築"「快眠の科学」(早石, 井上編)(朝倉書店). 88-92 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakao, M.Yamamoto et al.: "Modeling Techniques of Point Processes and Applications in Processing Biomedical Data"Handbook of Computational Methods in Biomaterials, Biotechnology, and Biomedical Systems,(ed C.T.Leondes,)(Kluwer Academic Publishers). 263-325 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] A.Karashima, K.Nakamura, M.Watanabe, N.Sato, M.Nakao, N.Katayama, and M.Yamamoto: "Synchronization between hippocampal theta waves and pgo waves during REM sleep"Psychiatry and Clinical Neuroscience. 55(3). 189-190 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, K.Yamamoto, K.Nakamura, N.Katayama, and M.Yamamoto: "A circadian system model with feedback of cross-correlation between sleep-wake rhythm and oscillator"Psychiatry and Clinical Neuroscience. 55(3). 295-297 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Iwata, M.Nakao, M.Yamamoto, and M.Kimura: "Quantitative characteristics of alpha and theta eeg activities during sensory deprivation"Psychiatry and Clinical Neuroscience. 55(3). 191-192 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, T.Takizawa, K.Nakamura, N.Katayama, and M.Yamamoto: "An optimal control model of 1/f fluctuations in heart rate variability"IEEE Eng. Med. & Biol. Magazine. 20(2). 77-87 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, M.Kawai, Y.Mizutani, N.Katayama, and M.Yamamoto: "A modelbased interpretation of phantom pain: Conservative body schema and flexible somatotopy"Interdisciplinary Information Sciences. 7(2). 247-258 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Fujiki, M.Nakao, and N.M.Fujiki: "Error measures of the backpropagation learning algorithm"J. Korean Physical Society. 40(6). 1091-1095 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, K.Yamamoto, N.Katayama, and M.Yamamoto: "Phase shift of coupled oscillator model with feedbacks in response to multiple bright light exposure"Psychiatry and Clinical Neuroscience. 56. 215-216 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Karashima, K.Nakaomura, M.Horiuchi, M.Nakao, N.Katayama, and M.Yamamoto: "Elicited pontogeniculo-occipital waves by auditory stimuli are synchronized with hippocampal θ waves"Psychiatry and Clinical Neuroscience. 56. 343-344 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, K.Yamamoto, K.-I.Honma, S.Hashimoto, S.Honma, N.Katayama, and M.Yamamoto: "A phase-dynamics model of human circadian rhythms"J Biol Rhythm. 17(5). 476-489 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Karashima, K.Nakamura, N.Sato, M.Nakao, N.Katayama, and M.Yamamoto: "Phase-locking of spontaneous and elicited ponto-geniculo-occipital waves is associated with acceleration of hippocampal theta waves during rapid eye movement sleep in cats"Brain Research. 958. 347-358 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Katayama, D.Hyakutake, M.Nakao, and M.Yamamoto: "Mutual entrainment in a brain slice-artificial oscillator hybrid"Proc. NOLTA-Zao. 2. 375-378 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, F.Ito, N.Katayama, and M.Yamamoto: "Under-estimation of baroreflex sensitivity through a closed loop model due to non-gaussian property of blood pressure distribution"Proc. 24th Ann. Conf. IEEE Eng. Med. & Biol. Soc., IEEE EMBS. 279-282 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] R.Kitahara, M.Hattori, M.Yamamoto, N.Katayama, and M.Nakao: "A facial topographic mapping of rapid eye movements anticipatory phasic potentials (RAPPS)"Sleep and Biological Rhythms. in press.

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Yamamoto, N.Katayama, and M.Nakao: "A real-time REM sleep analyzer equipped with a portable wide-band polygraphic recorder"Sleep and Biological Rhythms. in press.

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Iwasaki, A.Karashima, M.Nakao, N.Katayama, and M.Yamamoto: "Dynamics changes of sleep EEG in rat barrel cortex associated with long-term sensory deprivation"Sleep and Biological Rhythms. in press.

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Tokumaru, M.Nakao, N.Katayama, M.Yamamoto: "Multi-oscillator model of biological rhythm"IEICE Technical Report. MBE2001-105. 17-22 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Yamamoto, M.Nakao, N.Katayama, M.Yamamoto: "Circadian system model with feedbacks"IEICE Technical Report. MBE2001-106. 23-30 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Ikeno, M.Nakao, N.Katayama, M.Yamamoto: "Changes in dynamics of biological signals during sleep stage transition"IEICE Technical Report. MBE2001-107. 31-38 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Hattori, M.Yamamoto, M.Nakao, N.Katayama: "Current source localization of rapid eye movement anticipatory pontine spike potential"IEICE Technical Report. MBE2001-108. 39-46 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Nakamura, M.Yamamoto, M.Nakao, N.Katayama: "Application of integrated biological information measurement system to dental treatment"IEICE Technical Report. MBE2001-109. 47-54 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Fujibe, M.Yamamoto, M.Nakao, N.Katayama: "Construction of measurement system of response time of pricking pain using thin film thermode"IEICE Technical Report. MBE2001-110. 55-62 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] F.Ito, M.Nakao, N.Katayama, M.Yamamoto: "Estimation of baroreflex gain based on sequence method and its state-dependency"Abstracts of Meeting of JSMBE Tohoku District. 28. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] D.Hyakutake, N.Katayama, M.Nakao, M.Yamamoto: "Multi-channel recording and analysis of neuronal activities in hippocampal slice"IEICE Technical Report. MBE2001-113. 79-86 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] R.Kitahara, M.Nakao, N.Katayama, M.Yamamoto: "Measurement of pontine spike potential on facial surface during rapid eye movement sleep"Abstracts of Meeting of JSMBE Tohoku District. 32. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Horiuchi, M.Nakao, N.Katayama, M.Yamamoto: "Dynamics of network of oscillators whose intrinsic frequencies depend on internal states"Abstracts of Meeting of JSMBE Tohoku District. 19. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Morohashi, N.Katayama, M.Nakao, M.Yamamoto: "Effects of octanol on excitation rhythm of cultured heart cells"Abstracts of Meeting of JSMBE Tohoku District. 20. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] F.Ito, M.Nakao, N.Katayama, M.Yamamoto: "Analysis of cardiovascular dynamics during head-up tilting"IEICE Technical Report. MBE2002-71. 29-32 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] R.Kitahara, M.Yamamoto, M.Nakao, N.Katayama: "Mapping of rapid eye movement anticipatory phasic potential on facial surface"Proc. 27th Annual Meeting of JSSR. 205. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] R.Kitahara, M.Yamamoto, N.Katayama, M.Nakao: "Measurement and analysis of spike potential preceding rapid eye movement"IEICE Technical Report. MBE2002-72. 33-36 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Yamamoto, M.Nakao, N.Katayama: "Intelligent wide-band EEG recorder for human sleep research"Proc. 27th Annual Meeting of JSSR. 160. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, M.Yamamoto: "System model of sleep-wake mechanism including biological rhythm"Proc. 27th Annual Meeting of JSSR. 64. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Nakamura, M.Yamamoto, M.Nakao, N.Katayama: "Improvement of sleep quality and feeling before and after treatment of chew -2nd report-"Proc. 27th Annual Meeting of JSSR. 176. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Iwasaki, A.Krashima, M.Nakao, N.Katayama, M.Yamamoto: "Changes in sleep EEG dynamics on barrel field of rats induced by whisker cut"Proc. 27th Annual Meeting of JSSR. 209. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Katayama, M.Nakao, and M.Yamamoto: "In T. Miki, editor, Brainware - Bioinspired Architecture and Its Hardware Implementation, World Scientific"Computation in single neuron with dendritic trees. 179-205 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, M.Yamamoto: "O.Hayaishi, S.Inoue eds. Science of Good Sleep, Asakura Shoten, Tokyo"Construction of simulation system preventing accident based on the model predicting sleepiness. 88-92 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakao, F.Gruneis, and M.Yamamoto: "In Cornelius T. Leondes ed. Handbook of Computational Methods in Biomaterials, Biotechnology, and Biomedical Systems. Kluwer Academic Publishers. (in press)"Modeling techniques of point processes and applications in processing biomedical data.

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2004-04-14  

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