Grant: Discovery Grants Program - Individual
The University of Western Ontario
$19,000.00
Integrative modeling of the microcirculation: multi-scale dynamics of oxygen-dependent blood flow regulation
FY 2023-24
Summary
Sufficient blood flow to all tissues is required to deliver oxygen (via diffusion from capillaries) and support metabolism. This is accomplished through modulation of parameters affecting convective O2 supply to the entire body (cardiac output, breathing, baseline vascular tone), and via local modulation from organs down to capillary networks. Local modulation is controlled by the microcirculation and determines total flow to organs and tissues, and also flow and O2 distribution within these structures. A hallmark of the microvasculature is structural complexity, which results in spatially heterogeneous blood flow. This heterogeneity is particularly important when O2 demand is relatively high (exercise), flow is relatively low (ischemia), or microvascular structure (capillary density) or function (arteriolar reactivity) is compromised. In addition, due to regulatory processes continuously matching local O2 supply to demand, microcirculatory blood flow is heterogeneous in time, and this increases when spatial heterogeneity increases. Based on the key role of the microcirculation in delivering O2, and on the importance of heterogeneity in microvascular (MV) function, my research studies MV physiology using computational models that incorporate realistic spatial and/or temporal complexity. A number of aspects of the microcirculation have been modeled based on mathematical descriptions of the underlying physical, chemical and biological processes, and utilizing data from the literature and from our own video-microscopy experiments on intact skeletal muscle. The current proposal will develop a novel experiment-based computational model that incorporates realistic geometric and hemodynamic complexity, describes steady-state and dynamic regulation of arteriolar diameters and blood flow based on O2-dependent release of ATP from RBCs and other physiological mechanisms, and uses multi-scale modeling to include details of capillary-scale effects in tissue-level models (MV networks). The new capillary-tissue model will include spatially distributed capillary transport and direct diffusive interactions with larger vessels, convective transport that captures the directionality of capillary flows, and conducted signaling from capillaries and small arterioles/venules to larger-scale MV networks, all of which will enable testing of hypotheses about how different control mechanisms combine to produce observed regulation effects in skeletal muscle. Our dynamic, multi-scale model represents a new and unique approach to MV transport and regulation, and will serve as a fundamental basis for future work in physiology, bioengineering (tissue engineering, drug delivery), and medicine (sepsis, diabetes). In addition, this project will contribute greatly to highly qualified personnel gaining valuable new skills by training several graduate and undergraduate students in microcirculatory physiology, computational modeling, and in vivo experimentation.
Program
Discovery Grants Program - Individual
Recipient
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
RGPIN-2019-06086
Name nom
Goldman, Daniel
Department département
Medical Biophysics - Medical Biophysics
Organization id
36
Institution établissement
The University of Western Ontario
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2019
Award amount
19000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1508
Committee name en
Mathematics and Statistics
Committee name fr
Mathématiques et statistique
Area of application code
1211
Area of application group en
Advancement of knowledge
Area of application group fr
Avancement des connaissances
Area of application en
Medical and health sciences
Area of application fr
Sciences médicales et de la santé
Research subject code
9999
Research subject group en
Not available
Research subject group fr
Not available
Research subject en
Non disponible
Research subject fr
Non disponible
Application title
Integrative modeling of the microcirculation: multi-scale dynamics of oxygen-dependent blood flow regulation
Keyword
adenosine-5'-triphosphate (ATP); conducted signaling; hemodynamics; microcirculation; multi-scale modeling; oxygen delivery; skeletal muscle; vascular regulation
Application summary
Sufficient blood flow to all tissues is required to deliver oxygen (via diffusion from capillaries) and support metabolism. This is accomplished through modulation of parameters affecting convective O2 supply to the entire body (cardiac output, breathing, baseline vascular tone), and via local modulation from organs down to capillary networks. Local modulation is controlled by the microcirculation and determines total flow to organs and tissues, and also flow and O2 distribution within these structures. A hallmark of the microvasculature is structural complexity, which results in spatially heterogeneous blood flow. This heterogeneity is particularly important when O2 demand is relatively high (exercise), flow is relatively low (ischemia), or microvascular structure (capillary density) or function (arteriolar reactivity) is compromised. In addition, due to regulatory processes continuously matching local O2 supply to demand, microcirculatory blood flow is heterogeneous in time, and this increases when spatial heterogeneity increases. Based on the key role of the microcirculation in delivering O2, and on the importance of heterogeneity in microvascular (MV) function, my research studies MV physiology using computational models that incorporate realistic spatial and/or temporal complexity. A number of aspects of the microcirculation have been modeled based on mathematical descriptions of the underlying physical, chemical and biological processes, and utilizing data from the literature and from our own video-microscopy experiments on intact skeletal muscle. The current proposal will develop a novel experiment-based computational model that incorporates realistic geometric and hemodynamic complexity, describes steady-state and dynamic regulation of arteriolar diameters and blood flow based on O2-dependent release of ATP from RBCs and other physiological mechanisms, and uses multi-scale modeling to include details of capillary-scale effects in tissue-level models (MV networks). The new capillary-tissue model will include spatially distributed capillary transport and direct diffusive interactions with larger vessels, convective transport that captures the directionality of capillary flows, and conducted signaling from capillaries and small arterioles/venules to larger-scale MV networks, all of which will enable testing of hypotheses about how different control mechanisms combine to produce observed regulation effects in skeletal muscle. Our dynamic, multi-scale model represents a new and unique approach to MV transport and regulation, and will serve as a fundamental basis for future work in physiology, bioengineering (tissue engineering, drug delivery), and medicine (sepsis, diabetes). In addition, this project will contribute greatly to highly qualified personnel gaining valuable new skills by training several graduate and undergraduate students in microcirculatory physiology, computational modeling, and in vivo experimentation.