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Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk
Orthostatic hypotension (OH) is an established and common cardiovascular risk factor for falls. An in-depth understanding of the various interacting pathophysiological pathways contributing to OH-related falls is essential to guide improvements in diagnostic and treatment opportunities. We applied s...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651607/ https://www.ncbi.nlm.nih.gov/pubmed/37115348 http://dx.doi.org/10.1007/s11357-023-00802-9 |
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author | Wang, Liping Pronk, Anouschka C. van Poelgeest, Eveline P. Briggs, Robert Claassen, Jurgen A.H.R. Jansen, Sofie Klop, Marjolein de Lange, Frederik J. Meskers, Carel C.G.M. Odekerken, Vincent J. J. Payne, Stephen J. Trappenburg, Marijke C. Thijs, Roland D. Uleman, Jeroen F. Hoekstra, Alfons G. van der Velde, Nathalie |
author_facet | Wang, Liping Pronk, Anouschka C. van Poelgeest, Eveline P. Briggs, Robert Claassen, Jurgen A.H.R. Jansen, Sofie Klop, Marjolein de Lange, Frederik J. Meskers, Carel C.G.M. Odekerken, Vincent J. J. Payne, Stephen J. Trappenburg, Marijke C. Thijs, Roland D. Uleman, Jeroen F. Hoekstra, Alfons G. van der Velde, Nathalie |
author_sort | Wang, Liping |
collection | PubMed |
description | Orthostatic hypotension (OH) is an established and common cardiovascular risk factor for falls. An in-depth understanding of the various interacting pathophysiological pathways contributing to OH-related falls is essential to guide improvements in diagnostic and treatment opportunities. We applied systems thinking to multidisciplinary map out causal mechanisms and risk factors. For this, we used group model building (GMB) to develop a causal loop diagram (CLD). The GMB was based on the input of experts from multiple domains related to OH and falls and all proposed mechanisms were supported by scientific literature. Our CLD is a conceptual representation of factors involved in OH-related falls, and their interrelatedness. Network analysis and feedback loops were applied to analyze and interpret the CLD, and quantitatively summarize the function and relative importance of the variables. Our CLD contains 50 variables distributed over three intrinsic domains (cerebral, cardiovascular, and musculoskeletal), and an extrinsic domain (e.g., medications). Between the variables, 181 connections and 65 feedback loops were identified. Decreased cerebral blood flow, low blood pressure, impaired baroreflex activity, and physical inactivity were identified as key factors involved in OH-related falls, based on their high centralities. Our CLD reflects the multifactorial pathophysiology of OH-related falls. It enables us to identify key elements, suggesting their potential for new diagnostic and treatment approaches in fall prevention. The interactive online CLD renders it suitable for both research and educational purposes and this CLD is the first step in the development of a computational model for simulating the effects of risk factors on falls. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11357-023-00802-9. |
format | Online Article Text |
id | pubmed-10651607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-106516072023-04-28 Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk Wang, Liping Pronk, Anouschka C. van Poelgeest, Eveline P. Briggs, Robert Claassen, Jurgen A.H.R. Jansen, Sofie Klop, Marjolein de Lange, Frederik J. Meskers, Carel C.G.M. Odekerken, Vincent J. J. Payne, Stephen J. Trappenburg, Marijke C. Thijs, Roland D. Uleman, Jeroen F. Hoekstra, Alfons G. van der Velde, Nathalie GeroScience Original Article Orthostatic hypotension (OH) is an established and common cardiovascular risk factor for falls. An in-depth understanding of the various interacting pathophysiological pathways contributing to OH-related falls is essential to guide improvements in diagnostic and treatment opportunities. We applied systems thinking to multidisciplinary map out causal mechanisms and risk factors. For this, we used group model building (GMB) to develop a causal loop diagram (CLD). The GMB was based on the input of experts from multiple domains related to OH and falls and all proposed mechanisms were supported by scientific literature. Our CLD is a conceptual representation of factors involved in OH-related falls, and their interrelatedness. Network analysis and feedback loops were applied to analyze and interpret the CLD, and quantitatively summarize the function and relative importance of the variables. Our CLD contains 50 variables distributed over three intrinsic domains (cerebral, cardiovascular, and musculoskeletal), and an extrinsic domain (e.g., medications). Between the variables, 181 connections and 65 feedback loops were identified. Decreased cerebral blood flow, low blood pressure, impaired baroreflex activity, and physical inactivity were identified as key factors involved in OH-related falls, based on their high centralities. Our CLD reflects the multifactorial pathophysiology of OH-related falls. It enables us to identify key elements, suggesting their potential for new diagnostic and treatment approaches in fall prevention. The interactive online CLD renders it suitable for both research and educational purposes and this CLD is the first step in the development of a computational model for simulating the effects of risk factors on falls. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11357-023-00802-9. Springer International Publishing 2023-04-28 /pmc/articles/PMC10651607/ /pubmed/37115348 http://dx.doi.org/10.1007/s11357-023-00802-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Wang, Liping Pronk, Anouschka C. van Poelgeest, Eveline P. Briggs, Robert Claassen, Jurgen A.H.R. Jansen, Sofie Klop, Marjolein de Lange, Frederik J. Meskers, Carel C.G.M. Odekerken, Vincent J. J. Payne, Stephen J. Trappenburg, Marijke C. Thijs, Roland D. Uleman, Jeroen F. Hoekstra, Alfons G. van der Velde, Nathalie Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title | Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title_full | Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title_fullStr | Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title_full_unstemmed | Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title_short | Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
title_sort | applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651607/ https://www.ncbi.nlm.nih.gov/pubmed/37115348 http://dx.doi.org/10.1007/s11357-023-00802-9 |
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