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Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics

Vascularized composite allotransplantation addresses injuries to complex anatomical structures such as the face, hand, and abdominal wall. Prolonged static cold storage of vascularized composite allografts (VCA) incurs damage and imposes transportation limits to their viability and availability. Tis...

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Autores principales: Aggas, John R., Abasi, Sara, Ton, Carolyn, Salehi, Sara, Liu, Renee, Brandacher, Gerald, Grayson, Warren L., Guiseppi-Elie, Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135882/
https://www.ncbi.nlm.nih.gov/pubmed/37106621
http://dx.doi.org/10.3390/bioengineering10040434
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author Aggas, John R.
Abasi, Sara
Ton, Carolyn
Salehi, Sara
Liu, Renee
Brandacher, Gerald
Grayson, Warren L.
Guiseppi-Elie, Anthony
author_facet Aggas, John R.
Abasi, Sara
Ton, Carolyn
Salehi, Sara
Liu, Renee
Brandacher, Gerald
Grayson, Warren L.
Guiseppi-Elie, Anthony
author_sort Aggas, John R.
collection PubMed
description Vascularized composite allotransplantation addresses injuries to complex anatomical structures such as the face, hand, and abdominal wall. Prolonged static cold storage of vascularized composite allografts (VCA) incurs damage and imposes transportation limits to their viability and availability. Tissue ischemia, the major clinical indication, is strongly correlated with negative transplantation outcomes. Machine perfusion and normothermia can extend preservation times. This perspective introduces multiplexed multi-electrode bioimpedance spectroscopy (MMBIS), an established bioanalytical method to quantify the interaction of the electrical current with tissue components, capable of measuring tissue edema, as a quantitative, noninvasive, real-time, continuous monitoring technique to provide crucially needed assessment of graft preservation efficacy and viability. MMBIS must be developed, and appropriate models explored to address the highly complex multi-tissue structures and time-temperature changes of VCA. Combined with artificial intelligence (AI), MMBIS can serve to stratify allografts for improvement in transplantation outcomes.
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spelling pubmed-101358822023-04-28 Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics Aggas, John R. Abasi, Sara Ton, Carolyn Salehi, Sara Liu, Renee Brandacher, Gerald Grayson, Warren L. Guiseppi-Elie, Anthony Bioengineering (Basel) Perspective Vascularized composite allotransplantation addresses injuries to complex anatomical structures such as the face, hand, and abdominal wall. Prolonged static cold storage of vascularized composite allografts (VCA) incurs damage and imposes transportation limits to their viability and availability. Tissue ischemia, the major clinical indication, is strongly correlated with negative transplantation outcomes. Machine perfusion and normothermia can extend preservation times. This perspective introduces multiplexed multi-electrode bioimpedance spectroscopy (MMBIS), an established bioanalytical method to quantify the interaction of the electrical current with tissue components, capable of measuring tissue edema, as a quantitative, noninvasive, real-time, continuous monitoring technique to provide crucially needed assessment of graft preservation efficacy and viability. MMBIS must be developed, and appropriate models explored to address the highly complex multi-tissue structures and time-temperature changes of VCA. Combined with artificial intelligence (AI), MMBIS can serve to stratify allografts for improvement in transplantation outcomes. MDPI 2023-03-29 /pmc/articles/PMC10135882/ /pubmed/37106621 http://dx.doi.org/10.3390/bioengineering10040434 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Perspective
Aggas, John R.
Abasi, Sara
Ton, Carolyn
Salehi, Sara
Liu, Renee
Brandacher, Gerald
Grayson, Warren L.
Guiseppi-Elie, Anthony
Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title_full Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title_fullStr Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title_full_unstemmed Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title_short Real-Time Monitoring Using Multiplexed Multi-Electrode Bioelectrical Impedance Spectroscopy for the Stratification of Vascularized Composite Allografts: A Perspective on Predictive Analytics
title_sort real-time monitoring using multiplexed multi-electrode bioelectrical impedance spectroscopy for the stratification of vascularized composite allografts: a perspective on predictive analytics
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135882/
https://www.ncbi.nlm.nih.gov/pubmed/37106621
http://dx.doi.org/10.3390/bioengineering10040434
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