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Detection of oxygenator failure based on continuous blood viscosity monitoring and its clinical application

Research Project

Project/Area Number 19K12832
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 90130:Medical systems-related
Research InstitutionJunshin Gakuen University

Principal Investigator

OKAHARA Shigeyuki  純真学園大学, 医療工学科, 准教授 (50771185)

Co-Investigator(Kenkyū-buntansha) 辻 敏夫  広島大学, 先進理工系科学研究科(工), 教授 (90179995)
曽 智  広島大学, 先進理工系科学研究科(工), 助教 (80724351)
伊藤 英史  日本文理大学, 工学部, 教授 (50711462)
宮本 聡史  広島大学, 病院診療支援部, 部門長 (00835366)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2021: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords人工心肺 / 人工肺 / 血液粘度 / ヘマトクリット
Outline of Research at the Start

本研究では,人工心肺灌流中の温度,ヘマトクリットと血液粘度の系統的調査から標準血液粘度推定法の提案,連続血液粘度比モニタリングシステムの構築および評価,そして臨床での適用を目指し,(1)人工心肺中の温度とヘマトクリット情報から標準血液粘度推定モデルを構築,(2)モデルに基づく標準血液粘度を利用した新指標「血液粘度比」の提案,(3)血液粘度比モニタリングシステムの構築,(4)提案システムのin vitroでの評価,(5)提案システムの臨床への適用の以上5つのステップに分けて研究を進めていく.

Outline of Final Research Achievements

In this study, we proposed a model for online prediction of the normal blood viscosity during cardiopulmonary bypass (CPB) based on the blood viscosity characteristics that are dependent on the hematocrit and blood temperature. First, using clinical CPB data, we showed the blood viscosity-temperature relationship characteristics for each hematocrit level with a linear curve. Next, we formulated a characteristic equation that approximates normal blood viscosity from hematocrit and temperature data that can be obtained online. The normal viscosity predicted using the proposed model was determined to be congruent with that measured using a conventional viscometer. Finally, we reported viscosity change detection due to RBC deformability using the proposed system in an experimental model in which RBC shape change was induced. The monitored viscosity by the system showed a viscosity increase caused by the spherocyte with no relation to the influence of hematocrit and temperature.

Academic Significance and Societal Importance of the Research Achievements

本研究の実現によって,人工心肺中の血液粘度の影響についての研究が発展するとともに,人工肺不良の監視と検出が普及することで,心臓手術の安全性が大きく向上する可能性がある.またこの技術は,人工透析,ECMOなどその他の体外循環にも応用可能であり,体外循環治療を必要とする患者に大きく寄与できるため,その意義は大きい.

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (6 results)

All 2022 2021 2020 2019

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (4 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Neural network-based modeling of the number of microbubbles generated with four circulation factors in cardiopulmonary bypass2021

    • Author(s)
      Miyamoto Satoshi、Soh Zu、Okahara Shigeyuki、Furui Akira、Takasaki Taiichi、Katayama Keijiro、Takahashi Shinya、Tsuji Toshio
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 549-549

    • DOI

      10.1038/s41598-020-80810-3

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Online Prediction of Normal Blood Viscosity During Cardiopulmonary Bypass Using Hematocrit- and Temperature-Dependent Model2020

    • Author(s)
      Okahara Shigeyuki、Miyamoto Satoshi、Soh Zu、Itoh Hideshi、Takahashi Shinya、Tsuji Toshio
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 5611-5621

    • DOI

      10.1109/access.2019.2963355

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 赤血球の形状変化による人工肺圧勾配の上昇2022

    • Author(s)
      岡原重幸, 宮本聡史, 吉野将, 高橋秀暢, 伊藤英史, 曽智, 辻敏夫
    • Organizer
      第60回日本人工臓器学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 人工心肺中のヘマトクリットレベルに対する血液粘度-温度特性2022

    • Author(s)
      岡原 重幸, 宮本 聡史, 吉野 将, 高橋 秀暢
    • Organizer
      第47回日本体外循環技術医学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study.2022

    • Author(s)
      Satoshi Miyamoto, Zu Soh, Shigeyuki Okahara, Akira Furui, Taiichi Takasaki, Keijiro Katayama, Shinya Takahashi, Toshio Tsuji
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 人工肺の圧流量情報に基づく異常血液粘度の検出と血球形状変化2019

    • Author(s)
      廣瀬 ななみ, 岡原 重幸, 伊藤 英史, 宮本 聡史, 曽 智, 辻 敏夫
    • Organizer
      第42回日本バイオレオロジー学会年会
    • Related Report
      2019 Research-status Report

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Published: 2019-04-18   Modified: 2024-01-30  

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