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Türkmen M, Lauwigi T, Fechter T, Gries F, Fischbach A, Gries T, Rossaint R, Bleilevens C, Winnersbach P. Bioimpedance Analysis as Early Predictor for Clot Formation Inside a Blood-Perfused Test Chamber: Proof of Concept Using an In Vitro Test-Circuit. BIOSENSORS 2023; 13:394. [PMID: 36979606 PMCID: PMC10046027 DOI: 10.3390/bios13030394] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/08/2023] [Accepted: 03/15/2023] [Indexed: 06/18/2023]
Abstract
Clot formation inside a membrane oxygenator (MO) due to blood-to-foreign surface interaction represents a frequent complication during extracorporeal membrane oxygenation. Since current standard monitoring methods of coagulation status inside the MO fail to detect clot formation at an early stage, reliable sensors for early clot detection are in demand to reduce associated complications and adverse events. Bioimpedance analysis offers a monitoring concept by integrating sensor fibers into the MO. Herein, the feasibility of clot detection via bioimpedance analysis is evaluated. A custom-made test chamber with integrated titanium fibers acting as sensors was perfused with heparinized human whole blood in an in vitro test circuit until clot formation occurred. The clot detection capability of bioimpedance analysis was directly compared to the pressure difference across the test chamber (ΔP-TC), analogous to the measurement across MOs (ΔP-MO), the clinical gold standard for clot detection. We found that bioimpedance measurement increased significantly 8 min prior to a significant increase in ΔP-TC, indicating fulminant clot formation. Experiments without clot formation resulted in a lack of increase in bioimpedance or ΔP-TC. This study shows that clot detection via bioimpedance analysis under flow conditions in a blood-perfused test chamber is generally feasible, thus paving the way for further investigation.
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Affiliation(s)
- Muhammet Türkmen
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Tobias Lauwigi
- Institut für Textiltechnik (ITA), RWTH Aachen University, 52074 Aachen, Germany
| | - Tamara Fechter
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Fabienne Gries
- Institut für Textiltechnik (ITA), RWTH Aachen University, 52074 Aachen, Germany
| | - Anna Fischbach
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Thomas Gries
- Institut für Textiltechnik (ITA), RWTH Aachen University, 52074 Aachen, Germany
| | - Rolf Rossaint
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Christian Bleilevens
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
| | - Patrick Winnersbach
- Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany
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Sifuna MW, Kawashima D, Matsuura K, Obara H, Nakajima Y, Takei M. Simultaneous electrical online estimation of changes in blood hematocrit and temperature in cardiopulmonary bypass. J Artif Organs 2022; 25:305-313. [PMID: 35254539 DOI: 10.1007/s10047-022-01320-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/16/2022] [Indexed: 11/26/2022]
Abstract
Two equations have been developed from multi-frequency measurements of blood impedance Zb for a simultaneous electrical online estimation of changes in blood hematocrit ΔH [%] and temperatures ΔT [K] in cardiopulmonary bypass (CPB). Zb of fixed blood volumes at varying H and T were measured by an impedance analyzer and changes in blood conductivity σb and relative permittivity εb computed. Correlation analysis were based on changes in σb with H or T at f = 1 MHz while H and T equations were developed by correlating changes in εb with H and T at dual frequencies of f = 1 MHz and f = 10 MHz which best capture blood plasma Zp and red blood cell cytoplasm Zcyt impedances respectively. Results show high correlations between σb and H (R2 = 0.987) or σb and T (R2 = 0.9959) indicating dependence of the electrical parameters of blood on its H and T. Based on computed εb, changes in blood hematocrit ΔH and temperature ΔT at a given time t are estimated as ΔH(t) = 1.7298Δεb (f = 1 MHz) - 1.0669Δεb (f = 10 MHz) and ΔT(t) = -2.186Δεb (f = 1 MHz) + 2.13Δεb (f = 10 MHz). When applied to a CPB during a canine mitral valve plasty, ΔH and ΔT had correlations of R2 = 0.9992 and R2 = 0.966 against H and T respectively as measured by conventional devices.
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Affiliation(s)
- Martin Wekesa Sifuna
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, 1-33, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan
| | - Daisuke Kawashima
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, 1-33, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan.
| | - Katsuhiro Matsuura
- VCA Japan Shiraishi Animal Hospital, 4 Chome-33-2, Saitama, Sayamadai, Sayama, 350-1304, Japan
- Department of Veterinary Medicine, Tokyo University of Agriculture and Technology, 3Chome-8-1, Harumicho, Fuchu, Tokyo, 183-8538, Japan
| | - Hiromichi Obara
- Department of Mechanical System Engineering, Tokyo Metropolitan University, 6-6 Asahigaoka, Hino-shi, Tokyo, 191-0065, Japan
| | - Yusuke Nakajima
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, 1-33, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan
| | - Masahiro Takei
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, 1-33, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan.
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