Macromolecular Transport in the Arterial Wall: Alternative Models for Estimating Barriers
Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell l...
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| Published in | Annals of biomedical engineering Vol. 33; no. 11; pp. 1491 - 1503 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
Springer Nature B.V
01.11.2005
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0090-6964 1573-9686 |
| DOI | 10.1007/s10439-005-7216-3 |
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| Abstract | Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell layer (ECL) and internal elastic lamina (IEL), the luminal and abluminal boundaries of the arterial intima, respectively. In this study, alternative mathematical models are derived from dynamic mass balances to describe macromolecular transport across the arterial wall. One model considers each medial layer as a spatially lumped compartment, whereas another model consists of a spatially lumped intima and spatially distributed media. Model simulations of a tracer concentration distribution in the arterial wall are compared with concentration distributions of horseradish peroxidase (HRP) after i.v. injection in mice. For each model, optimal parameter values are obtained that yield model outputs matching the data well for two different HRP circulation times. The model parameter estimates show that the ECL is the major barrier for macromolecular transport across the normal arterial wall. Sensitivity analysis indicates that the parameter estimates of the transport coefficients of the ECL and IEL are well determined. Optimal circulation times are determined and expected to yield improved precision of parameter estimates in future experiments to reflect disease progression. |
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| AbstractList | Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell layer (ECL) and internal elastic lamina (IEL), the luminal and abluminal boundaries of the arterial intima, respectively. In this study, alternative mathematical models are derived from dynamic mass balances to describe macromolecular transport across the arterial wall. One model considers each medial layer as a spatially lumped compartment, whereas another model consists of a spatially lumped intima and spatially distributed media. Model simulations of a tracer concentration distribution in the arterial wall are compared with concentration distributions of horseradish peroxidase (HRP) after i.v. injection in mice. For each model, optimal parameter values are obtained that yield model outputs matching the data well for two different HRP circulation times. The model parameter estimates show that the ECL is the major barrier for macromolecular transport across the normal arterial wall. Sensitivity analysis indicates that the parameter estimates of the transport coefficients of the ECL and IEL are well determined. Optimal circulation times are determined and expected to yield improved precision of parameter estimates in future experiments to reflect disease progression. Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell layer (ECL) and internal elastic lamina (IEL), the luminal and abluminal boundaries of the arterial intima, respectively. In this study, alternative mathematical models are derived from dynamic mass balances to describe macromolecular transport across the arterial wall. One model considers each medial layer as a spatially lumped compartment, whereas another model consists of a spatially lumped intima and spatially distributed media. Model simulations of a tracer concentration distribution in the arterial wail are compared with concentration distributions of horseradish peroxidase (HRP) after i.v. injection in mice. For each model, optimal parameter values are obtained that yield model outputs matching the data well for two different HRP circulation times. The model parameter estimates show that the ECL is the major barrier for macromolecular transport across the normal arterial wall. Sensitivity analysis indicates that the parameter estimates of the transport coefficients of the ECL and IEL are well determined. Optimal circulation times are determined and expected to yield improved precision of parameter estimates in future experiments to reflect disease progression. Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell layer (ECL) and internal elastic lamina (IEL), the luminal and abluminal boundaries of the arterial intima, respectively. In this study, alternative mathematical models are derived from dynamic mass balances to describe macromolecular transport across the arterial wall. One model considers each medial layer as a spatially lumped compartment, whereas another model consists of a spatially lumped intima and spatially distributed media. Model simulations of a tracer concentration distribution in the arterial wall are compared with concentration distributions of horseradish peroxidase (HRP) after i.v. injection in mice. For each model, optimal parameter values are obtained that yield model outputs matching the data well for two different HRP circulation times. The model parameter estimates show that the ECL is the major barrier for macromolecular transport across the normal arterial wall. Sensitivity analysis indicates that the parameter estimates of the transport coefficients of the ECL and IEL are well determined. Optimal circulation times are determined and expected to yield improved precision of parameter estimates in future experiments to reflect disease progression.Early atherosclerosis, or atherogenesis, is characterized by the abnormal accumulation of plasma-borne macromolecules (e.g., LDL) in the arterial intima. The change of barrier characteristics of tissue in the arterial wall requires evaluation of macromolecular transport across the endothelial cell layer (ECL) and internal elastic lamina (IEL), the luminal and abluminal boundaries of the arterial intima, respectively. In this study, alternative mathematical models are derived from dynamic mass balances to describe macromolecular transport across the arterial wall. One model considers each medial layer as a spatially lumped compartment, whereas another model consists of a spatially lumped intima and spatially distributed media. Model simulations of a tracer concentration distribution in the arterial wall are compared with concentration distributions of horseradish peroxidase (HRP) after i.v. injection in mice. For each model, optimal parameter values are obtained that yield model outputs matching the data well for two different HRP circulation times. The model parameter estimates show that the ECL is the major barrier for macromolecular transport across the normal arterial wall. Sensitivity analysis indicates that the parameter estimates of the transport coefficients of the ECL and IEL are well determined. Optimal circulation times are determined and expected to yield improved precision of parameter estimates in future experiments to reflect disease progression. |
| Author | Penn, Marc S. Lee, Kwangdeok Saidel, Gerald M. |
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| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/16341918$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_1115_1_2720914 crossref_primary_10_1007_s10439_012_0677_2 crossref_primary_10_1152_ajpheart_00242_2008 |
| Cites_doi | 10.1152/ajpheart.2000.278.5.H1589 10.1114/1.1376410 10.1038/nm0396-293 10.1016/S0002-8703(99)70266-8 10.1152/ajpheart.00647.2003 10.1038/362801a0 10.1115/1.2895714 10.1007/BF02344863 10.1161/01.RES.67.1.11 10.1038/nature01323 10.1016/S0300-9084(72)80004-X 10.1145/355958.355966 10.1161/01.ATV.7.1.88 10.1016/S0092-8240(87)80040-X 10.1161/01.RES.68.5.1259 10.1017/9780511804144 10.1152/jappl.1987.62.2.403 10.1115/1.2895547 10.1056/NEJM197608192950805 10.1145/355769.355773 10.1161/01.RES.80.1.37 10.1161/01.CIR.91.11.2844 10.1172/JCI118281 10.1161/01.RES.74.1.74 10.1056/NEJM197608122950707 10.1126/science.8047883 10.1152/ajpheart.00751.2001 10.1161/01.ATV.6.5.475 |
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| SubjectTerms | Animals Arteries - physiology Arteriosclerosis Atherogenesis Atherosclerosis Biological Transport - physiology Endothelial cells Estimates Horseradish peroxidase Humans Low density lipoprotein Macromolecular Substances - metabolism Macromolecules Mathematical models Microbalances Model matching Models, Cardiovascular Parameter estimation Parameter sensitivity Peroxidase Rodents Sensitivity analysis Studies Transport properties Tunica Intima - physiology Tunica Media - physiology |
| Title | Macromolecular Transport in the Arterial Wall: Alternative Models for Estimating Barriers |
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