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Chakraborty S, Mantripragada VT, Chakravarty A, Goswami D, Poddar A. Unraveling the complex interplay between abnormal hemorheology and shape asymmetry in flow through stenotic arteries. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108437. [PMID: 39357092 DOI: 10.1016/j.cmpb.2024.108437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 09/18/2024] [Accepted: 09/19/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND AND OBJECTIVE Stenosis or narrowing of arteries due to the buildup of plaque is a common occurrence in atherosclerosis and coronary artery disease (CAD), limiting blood flow to the heart and posing substantial cardiovascular risk. While the role of geometric irregularities in arterial stenosis is well-documented, the complex interplay between the abnormal hemorheology and asymmetric shape in flow characteristics remains unexplored. METHODS This study investigates the influence of varying hematocrit (Hct) levels, often caused by conditions such as diabetes and anemia, on flow patterns in an idealized eccentric stenotic artery using computational fluid dynamics simulations. We consider three physiological levels of Hct, 25%, 45%, and 65%, representing anemia, healthy, and diabetic conditions, respectively. The numerical simulations are performed for different combinations of shape eccentricity and blood rheological parameters, and hemodynamic indicators such as wall shear stress (WSS), oscillatory shear index (OSI), are relative residence time (RRT) are calculated to assess the arterial health. RESULTS Our results reveal the significant influence of Hct level on stenosis progression. CAD patients with anemia are exposed to lower WSS and higher OSI, which may increase the propensity for plaque progression and rupture. However, for CAD patients with high Hct level - as is often the case in diabetes - the WSS at the minimal lumen area increases rapidly, which may also lead to plaque rupture and cause adverse events such as heart attacks. These disturbances promote endothelial dysfunction, inflammation, and thrombus formation, thereby intensifying cardiovascular risk. CONCLUSIONS Our findings underscore the significance of incorporating hemorheological parameters, such as Hct, into computational models for accurate assessment of flow dynamics. We envision that insights gained from this study will inform the development of tailored treatment strategies and interventions in CAD patients with common comorbidities such as diabetes and anemia, thus mitigating the adverse effects of abnormal hemorheology and reducing the ever-growing burden of cardiovascular diseases.
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Affiliation(s)
- Soumen Chakraborty
- Department of Mechanical Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand 826004, India
| | - Vishnu Teja Mantripragada
- Department of Fuel, Minerals and Metallurgical Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand 826004, India
| | - Aranyak Chakravarty
- School of Nuclear Studies and Application, Jadavpur University, Kolkata, West Bengal 700106, India
| | - Debkalpa Goswami
- Department of Cardiovascular Medicine, Heart, Vascular & Thoracic Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Antarip Poddar
- Department of Mechanical Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand 826004, India.
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Application of computational fluid dynamics for the analysis of postoperative airway changes in oral cancer patients. J Vis (Tokyo) 2022. [DOI: 10.1007/s12650-022-00835-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Haase K, Piatti F, Marcano M, Shin Y, Visone R, Redaelli A, Rasponi M, Kamm RD. Physiologic flow-conditioning limits vascular dysfunction in engineered human capillaries. Biomaterials 2021; 280:121248. [PMID: 34794827 DOI: 10.1016/j.biomaterials.2021.121248] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 11/05/2021] [Accepted: 11/08/2021] [Indexed: 02/02/2023]
Abstract
Hemodynamics play a central role in the health and disease of the coronary and peripheral vascular systems. Vessel-lining endothelial cells are known mechanosensors, responding to disturbances in flow - with mechanosensitivity hypothesized to change in response to metabolic demands. The health of our smallest microvessels have been lauded as a prognostic marker for cardiovascular health. Yet, despite numerous animal models, studying these small vessels has proved difficult. Microfluidic technologies have allowed a number of 3D vascular models to be developed and used to investigate human vessels. Here, two such systems are employed for examining 1) interstitial flow effects on neo-vessel formation, and 2) the effects of flow-conditioning on vascular remodeling following sustained static culture. Interstitial flow is shown to enhance early vessel formation via significant remodeling of vessels and interconnected tight junctions of the endothelium. In formed vessels, continuous flow maintains a stable vascular diameter and causes significant remodeling, contrasting the continued anti-angiogenic decline of statically cultured vessels. This study is the first to couple complex 3D computational flow distributions and microvessel remodeling from microvessels grown on-chip (exposed to flow or no-flow conditions). Flow-conditioned vessels (WSS < 1Pa for 30 μm vessels) increase endothelial barrier function, result in significant changes in gene expression and reduce reactive oxygen species and anti-angiogenic cytokines. Taken together, these results demonstrate microvessel mechanosensitivity to flow-conditioning, which limits deleterious vessel regression in vitro, and could have implications for future modeling of reperfusion/no-flow conditions.
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Affiliation(s)
- Kristina Haase
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA
| | - Filippo Piatti
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | | | - Yoojin Shin
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA
| | - Roberta Visone
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Alberto Redaelli
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Marco Rasponi
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Roger D Kamm
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA; Dept. of Biological Engineering, MIT, Cambridge, MA, USA.
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Numerical investigation on thermal hydraulic performance of supercritical LNG in PCHEs with straight, zigzag, and sinusoidal channels. J Vis (Tokyo) 2021. [DOI: 10.1007/s12650-021-00804-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Lyras KG, Lee J. An improved reduced-order model for pressure drop across arterial stenoses. PLoS One 2021; 16:e0258047. [PMID: 34597313 PMCID: PMC8486142 DOI: 10.1371/journal.pone.0258047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 09/16/2021] [Indexed: 11/19/2022] Open
Abstract
Quantification of pressure drop across stenotic arteries is a major element in the functional assessment of occlusive arterial disease. Accurate estimation of the pressure drop with a numerical model allows the calculation of Fractional Flow Reserve (FFR), which is a haemodynamic index employed for guiding coronary revascularisation. Its non-invasive evaluation would contribute to safer and cost-effective diseases management. In this work, we propose a new formulation of a reduced-order model of trans-stenotic pressure drop, based on a consistent theoretical analysis of the Navier-Stokes equation. The new formulation features a novel term that characterises the contribution of turbulence effect to pressure loss. Results from three-dimensional computational fluid dynamics (CFD) showed that the proposed model produces predictions that are significantly more accurate than the existing reduced-order models, for large and small symmetric and eccentric stenoses, covering mild to severe area reductions. FFR calculations based on the proposed model produced zero classification error for three classes comprising positive (≤ 0.75), negative (≥ 0.8) and intermediate (0.75 − 0.8) classes.
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Affiliation(s)
- Konstantinos G. Lyras
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, United Kingdom
- * E-mail: (KGL); (JL)
| | - Jack Lee
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, United Kingdom
- * E-mail: (KGL); (JL)
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Ghorbanniahassankiadeh A, Marks DS, LaDisa JF. Correlation of Computational Instantaneous Wave-Free Ratio With Fractional Flow Reserve for Intermediate Multivessel Coronary Disease. J Biomech Eng 2021; 143:051011. [PMID: 33454732 DOI: 10.1115/1.4049746] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Indexed: 01/14/2023]
Abstract
This study computationally assesses the accuracy of an instantaneous wave-free ratio (iFR) threshold range compared to standard modalities such as fractional flow reserve (FFR) and coronary flow reserve (CFR) for multiple intermediate lesions near the left main (LM) coronary bifurcation. iFR is an adenosine-independent index encouraged for assessment of coronary artery disease (CAD), but different thresholds are debated. This becomes particularly challenging in cases of multivessel disease when sensitivity to downstream lesions is unclear. Idealized LM coronary arteries with 34 different intermediate stenoses were created and categorized (Medina) as single and multiple lesion groups. Computational fluid dynamics modeling was performed with physiologic boundary conditions using an open-source software (simvascular1) to solve the time-dependent Navier-Stokes equations. A strong linear relationship between iFR and FFR was observed among studied models, indicating computational iFR values of 0.92 and 0.93 are statistically equivalent to an FFR of 0.80 in single and multiple lesion groups, respectively. At the clinical FFR value (i.e., 0.8), a triple-lesion group had smaller CFR compared to the single and double lesion groups (e.g., triple = 3.077 versus single = 3.133 and double = 3.132). In general, the effect of additional intermediate downstream lesions (minimum lumen area > 3 mm2) was not statistically significant for iFR and CFR. A computational iFR of 0.92 best predicts an FFR of 0.80 and may be recommended as threshold criteria for computational assessment of LM stenosis following additional validation using patient-specific models.
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Affiliation(s)
- Arash Ghorbanniahassankiadeh
- Department of Biomedical Engineering, Medical College of Wisconsin and Marquette University, 8701 W Watertown Plank Road, Milwaukee, WI 53226
| | - David S Marks
- Division of Cardiovascular Medicine, Department of Medicine, Medical College of Wisconsin, 8701 W Watertown Plank Road, Milwaukee, WI 53226
| | - John F LaDisa
- Department of Biomedical Engineering, Medical College of Wisconsin and Marquette University, 8701 W Watertown Plank Road, Milwaukee, WI 53226; Department of Physiology, Medical College of Wisconsin, 8701 W Watertown Plank Road, Milwaukee, WI 53226; Department of Medicine, Medical College of Wisconsin, 8701 W Watertown Plank Road, Milwaukee, WI 53226
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Hashemi J, Rai S, Ghafghazi S, Berson RE. Blood residence time to assess significance of coronary artery stenosis. Sci Rep 2020; 10:11658. [PMID: 32669566 PMCID: PMC7363809 DOI: 10.1038/s41598-020-68292-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 06/15/2020] [Indexed: 01/09/2023] Open
Abstract
Coronary artery stenosis is a narrowing of coronary lumen space caused by an atherosclerotic lesion. Fractional flow reserve (FFR) is the gold standard metric to assess physiological significance of coronary stenosis, but requires an invasive procedure. Computational modeling in conjunction with patient-specific imaging demonstrates formation of regions of recirculatory flow distal to a stenosis, increasing mean blood residence time relative to uninhibited flow. A new computational parameter, mean blood residence time (BloodRT), was computed for 100 coronary artery segments for which FFR was known. A threshold for BloodRT was determined to assess the physiological significance of a stenosis, analogous to diagnostic threshold for FFR. Model sensitivity and specificity of BloodRT for diagnosis of hemodynamically significant coronary stenosis was 98% and 96% respectively, compared with FFR. When applied to clinical practice, this could potentially allow practicing cardiologists to accurately assess the severity of coronary stenosis without resorting to invasive techniques.
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Affiliation(s)
- Javad Hashemi
- Department of Chemical Engineering, University of Louisville, Louisville, KY, USA
| | - Shesh Rai
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Shahab Ghafghazi
- Department of Medicine, University of Louisville, Louisville, KY, USA.
| | - R Eric Berson
- Department of Chemical Engineering, University of Louisville, Louisville, KY, USA.
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Hong H, Song JM, Yeom E. Variations in pulsatile flow around stenosed microchannel depending on viscosity. PLoS One 2019; 14:e0210993. [PMID: 30677055 PMCID: PMC6345426 DOI: 10.1371/journal.pone.0210993] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 01/04/2019] [Indexed: 12/17/2022] Open
Abstract
In studying blood flow in the vessels, the characteristics of non-Newtonian fluid are important, considering the role of viscosity in rheology. Stenosis, which is an abnormal narrowing of the vessel, has an influence on flow behavior. Therefore, analysis of blood flow in stenosed vessels is essential. However, most of them exist as simulation outcomes. In this study, non-Newtonian fluid was observed in stenosed microchannels under the pulsatile flow condition. A polydimethylsiloxane channel with 60% stenosis was fabricated by combining an optic fiber and a petri dish, resembling a mold. Three types of samples were prepared by changing the concentrations of xanthan gum, which induces a shear thinning effect (phosphate buffered saline (PBS) solution as the Newtonian fluid and two non-Newtonian fluids mimicking normal blood and highly viscous blood analog). The viscosity of the samples was measured using a Y-shaped microfluidic viscometer. Thereafter, velocity profiles were analyzed under the pulsatile flow condition using the micro-particle image velocimetry (PIV) method. For the Newtonian fluid, the streamline was skewed more to the wall of the channel. The velocity profile of the non-Newtonian fluid was generally blunter than that of the Newtonian fluid. A highly oscillating wall shear stress (WSS) during the pulsatile phase may be attributed to such a bluntness of flow under the same wall shear rate condition with the Newtonian fluid. In addition, a highly viscous flow contributes to the variation in the WSS after passing through the stenosed structures. A similar tendency was observed in simulation results. Such a variation in the WSS was associated with plaque instability or rupture and damage of the tissue layer. These results, related to the influence on the damage to the endothelium or stenotic lesion, may help clinicians understand relevant mechanisms.
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Affiliation(s)
- Hyeonji Hong
- School of Mechanical Engineering, Pusan National University, Busan, South Korea
| | - Jae Min Song
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Pusan National University, Busan, South Korea
| | - Eunseop Yeom
- School of Mechanical Engineering, Pusan National University, Busan, South Korea
- * E-mail:
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Frech TM, Machin DR, Murtaugh MA, Stoddard GJ, Bloom SI, Phibbs JV, Donato AJ. Implications of endothelial shear stress on systemic sclerosis vasculopathy and treatment. Clin Exp Rheumatol 2018; 36 Suppl 113:175-182. [PMID: 30277867 PMCID: PMC6542469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/30/2018] [Indexed: 02/16/2023]
Abstract
There are no Federal Drug Administration approved drugs for the treatment of systemic sclerosis vascular digital ulcers (DU) in the United States, which are thought to be an end-stage result of prolonged ischaemia due to severe, prolonged Raynaud's phenomenon. Most therapeutics for vasodilation used in SSc work different pathways to target the smooth muscle to induce vessel relaxation. Longitudinal studies of vascular function allow insight into the effects of medications used for Raynaud's phenomenon in the SSc patient population. In this review, we discuss vascular tone, the function of the endothelium in SSc, and provide the rationale for longitudinal studies of vascular function and therapeutics that target the endothelial shear stress in addition to vasodilation for treatment and prevention of DU. This review provides the rationale for vasodilatory medication use for treatment of SSc-related DU and justifies access to non-FDA approved medications for this indication.
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Affiliation(s)
- Tracy M Frech
- University of Utah, Department of Internal Medicine; University of Utah Hospitals and Clinics; and VAMC Salt Lake City, GRECC, Salt Lake City, UT, USA.
| | - Daniel R Machin
- University of Utah, Department of Internal Medicine, Salt Lake City, UT, USA
| | - Maureen A Murtaugh
- University of Utah, Department of Internal Medicine, Salt Lake City, UT, USA
| | - Gregory J Stoddard
- University of Utah, Department of Internal Medicine, Salt Lake City, UT, USA
| | - Samuel I Bloom
- University of Utah, Department of Nutrition and Integrative Physiology, University of Utah, Salt Lake City, UT, USA
| | - Jessica V Phibbs
- University of Utah Hospitals and Clinics, Salt Lake City, UT, USA
| | - Anthony J Donato
- University of Utah, Department of Internal Medicine; University of Utah, Department of Exercise and Sport Science; University of Utah, Dept. of Nutrition and Integrative Physiology, University of Utah; and VAMC Salt Lake City, GRECC, Salt Lake City, USA
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