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Zhang Y, Sun H, Gandhi A, Du Y, Ebrahimi S, Jiang Y, Xu S, Uwase H, Seidel A, Bingaman SS, Arnold AC, Nguyen C, Ding W, Woolard MD, Hobbs R, Bagchi P, He P. Role of shear stress-induced red blood cell released ATP in atherosclerosis. Am J Physiol Heart Circ Physiol 2025; 328:H774-H791. [PMID: 39982440 DOI: 10.1152/ajpheart.00875.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 12/31/2024] [Accepted: 02/13/2025] [Indexed: 02/22/2025]
Abstract
Altered hemodynamics is a key factor for atherosclerosis. For decades, endothelial cell (EC) responses to fluid-generated wall shear stress have been the central focus for atherogenesis. However, circulating blood is not a cell-free fluid, it contains mechanosensitive red blood cells (RBCs) that are also subjected to altered hemodynamics and release a large amount of ATP, but their impact on atherosclerosis has been overlooked. The focus of this study is the role of shear stress (SS)-induced RBC-released ATP in atherosclerosis. Hypercholesterolemic mouse models with and without RBC-Pannexin 1 deletion were used for the study. Results showed that SS-induced release of ATP from RBCs was at µM concentrations, three-orders of magnitude higher than that from other cell types. Suppression of RBC-released ATP via deletion of Pannexin 1, a mechanosensitive ATP-permeable channel, reduced high-fat diet-induced aortic plaque burden by 40%-60%. Importantly, the location and the extent of aortic atherosclerotic lesions spatially matched with the ATP deposition profile at aortic wall predicted by a computational fluid dynamic (CFD) model. Furthermore, hypercholesterolemia increases EC susceptibility to ATP with potentiated increase in [Ca2+]i, an initial signaling for aortic EC barrier dysfunction, and an essential cause for lipid accumulation and inflammatory cell infiltration. The computational prediction also provides a physics-based explanation for RBC-released ATP-induced sex disparities in atherosclerosis. Our study reveals an important role of RBC-released ATP in the initiation and progression of atherosclerosis. These novel findings provide a more comprehensive view of how altered hemodynamics and systemic risk factors synergistically contribute to atherosclerosis.NEW & NOTEWORTHY This study reveals that, in addition to fluid-derived wall shear stress, the disturbed blood flow-induced release of ATP from mechanosensitive red blood cells (RBCs), the major cellular components of blood, along with hypercholesterolemia-induced increases in endothelial cell susceptibility to ATP contribute significantly to the initiation and progression of atherosclerosis. These novel findings advance our current understanding of how altered hemodynamics and hypercholesterolemia synergistically contribute to atherosclerosis for the first time with the inclusion of RBCs.
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Affiliation(s)
- Yunpei Zhang
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Haoyu Sun
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Aayush Gandhi
- Department of Mechanical & Aerospace Engineering, Rutgers, The State University of New Jersey, Piscataway, New Jersey, United States
| | - Yong Du
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Saman Ebrahimi
- Department of Mechanical & Aerospace Engineering, Rutgers, The State University of New Jersey, Piscataway, New Jersey, United States
| | - Yanyan Jiang
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Sulei Xu
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Hope Uwase
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Alane Seidel
- Transgenic core, Department of Comparative Medicine, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Sarah S Bingaman
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Amy C Arnold
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Christian Nguyen
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Wei Ding
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Matthew D Woolard
- Department of Microbiology and Immunology, Louisiana State University Health Sciences Center, Shreveport, Louisiana, United States
| | - Ryan Hobbs
- Department of Dermatology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
| | - Prosenjit Bagchi
- Department of Mechanical & Aerospace Engineering, Rutgers, The State University of New Jersey, Piscataway, New Jersey, United States
| | - Pingnian He
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, United States
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Chen W, Tan X, Du X, Li Q, Yuan M, Ni H, Wang Y, Du J. Prediction models for major adverse cardiovascular events following ST-segment elevation myocardial infarction and subgroup-specific performance. Front Cardiovasc Med 2023; 10:1181424. [PMID: 37180806 PMCID: PMC10167292 DOI: 10.3389/fcvm.2023.1181424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 03/27/2023] [Indexed: 05/16/2023] Open
Abstract
Background ST-segment elevation myocardial infarction (STEMI) patients are at a high residual risk of major adverse cardiovascular events (MACEs) after revascularization. Risk factors modify prognostic risk in distinct ways in different STEMI subpopulations. We developed a MACEs prediction model in patients with STEMI and examined its performance across subgroups. Methods Machine-learning models based on 63 clinical features were trained in patients with STEMI who underwent PCI. The best-performing model (the iPROMPT score) was further validated in an external cohort. Its predictive value and variable contribution were studied in the entire population and subgroups. Results Over 2.56 and 2.84 years, 5.0% and 8.33% of patients experienced MACEs in the derivation and external validation cohorts, respectively. The iPROMPT score predictors were ST-segment deviation, brain natriuretic peptide (BNP), low-density lipoprotein cholesterol (LDL-C), estimated glomerular filtration rate (eGFR), age, hemoglobin, and white blood cell (WBC) count. The iPROMPT score improved the predictive value of the existing risk score, with an increase in the area under the curve to 0.837 [95% confidence interval (CI): 0.784-0.889] in the derivation cohort and 0.730 (95% CI: 0.293-1.162) in the external validation cohort. Comparable performance was observed between subgroups. The ST-segment deviation was the most important predictor, followed by LDL-C in hypertensive patients, BNP in males, WBC count in females with diabetes mellitus, and eGFR in patients without diabetes mellitus. Hemoglobin was the top predictor in non-hypertensive patients. Conclusion The iPROMPT score predicts long-term MACEs following STEMI and provides insights into the pathophysiological mechanisms for subgroup differences.
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Affiliation(s)
- Weiyao Chen
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Xin Tan
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Xiaoyu Du
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
- Center for Cardiovascular Medicine, The First Hospital of Jilin University, Changchun, China
| | - Qin Li
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Meng Yuan
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Hui Ni
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Yuan Wang
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
| | - Jie Du
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Centre for Cardiovascular Disorders, Beijing, China
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Lazzara F, Longo AM, Giurdanella G, Lupo G, Platania CBM, Rossi S, Drago F, Anfuso CD, Bucolo C. Vitamin D3 preserves blood retinal barrier integrity in an in vitro model of diabetic retinopathy. Front Pharmacol 2022; 13:971164. [PMID: 36091806 PMCID: PMC9458952 DOI: 10.3389/fphar.2022.971164] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 07/25/2022] [Indexed: 11/15/2022] Open
Abstract
The impairment of the blood retinal barrier (BRB) represents one of the main features of diabetic retinopathy, a secondary microvascular complication of diabetes. Hyperglycemia is a triggering factor of vascular cells damage in diabetic retinopathy. The aim of this study was to assess the effects of vitamin D3 on BRB protection, and to investigate its regulatory role on inflammatory pathways. We challenged human retinal endothelial cells with high glucose (HG) levels. We found that vitamin D3 attenuates cell damage elicited by HG, maintaining cell viability and reducing the expression of inflammatory cytokines such as IL-1β and ICAM-1. Furthermore, we showed that vitamin D3 preserved the BRB integrity as demonstrated by trans-endothelial electrical resistance, permeability assay, and cell junction morphology and quantification (ZO-1 and VE-cadherin). In conclusion this in vitro study provided new insights on the retinal protective role of vitamin D3, particularly as regard as the early phase of diabetic retinopathy, characterized by BRB breakdown and inflammation.
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Affiliation(s)
- Francesca Lazzara
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
| | - Anna Maria Longo
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
| | - Giovanni Giurdanella
- Faculty of Medicine and Surgery, University of Enna “Kore”, Enna, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
| | - Gabriella Lupo
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
| | - Chiara Bianca Maria Platania
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
| | - Settimio Rossi
- Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Filippo Drago
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
| | - Carmelina Daniela Anfuso
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
| | - Claudio Bucolo
- Department of Biomedical and Biotechnological Sciences, School of Medicine, University of Catania, Catania, Italy
- Center for Research in Ocular Pharmacology–CERFO, University of Catania, Catania, Italy
- *Correspondence: Claudio Bucolo,
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Gao F, Sun H, Li X, He P. Leveraging avidin-biotin interaction to quantify permeability property of microvessels-on-a-chip networks. Am J Physiol Heart Circ Physiol 2022; 322:H71-H86. [PMID: 34767485 PMCID: PMC8698539 DOI: 10.1152/ajpheart.00478.2021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Microvessels-on-a-chip have enabled in vitro studies to closely simulate in vivo microvessel environment. However, assessing microvessel permeability, a functional measure of microvascular exchange, has not been attainable in nonpermeable microfluidic platforms. This study developed a new approach that enables permeability coefficients (Ps) to be quantified in microvessels developed in nonpermeable chip platforms by integrating avidin-biotin technology. Microvessels were developed on biotinylated fibronectin-coated microfluidic channels. Solute transport was assessed by perfusing microvessels with fluorescence-labeled avidin. Avidin molecules that crossed endothelium were captured by substrate biotin and recorded with real-time confocal images. The Ps was derived from the rate of avidin-biotin accumulation at the substrate relative to solute concentration difference across microvessel wall. Avidin tracers with different physiochemical properties were used to characterize the barrier properties of the microvessel wall. The measured baseline Ps and inflammatory mediator-induced increases in Ps and endothelial cell (EC) [Ca2+]i resembled those observed in intact microvessels. Importantly, the spatial accumulation of avidin-biotin at substrate defines the transport pathways. Glycocalyx layer is well formed on endothelium and its degradation increased transcellular transport without affecting EC junctions. This study demonstrated that in vitro microvessels developed in this simply designed microfluidics structurally possess in vivo-like glycocalyx layer and EC junctions and functionally recapitulate basal barrier properties and stimuli-induced responses observed in intact microvessels. This new approach overcomes the limitations of nonpermeable microfluidics and provides an easily executed highly reproducible in vitro microvessel model with in vivo microvessel functionality, suitable for a wide range of applications in blood and vascular research and drug development.NEW & NOTEWORTHY Our study developed a novel method that allows permeability coefficient to be measured in microvessels developed in nonpermeable microfluidic platforms using avidin-biotin technology. It overcomes the major limitation of nonpermeable microfluidic system and provides a simply designed easily executed and highly reproducible in vitro microvessel model with permeability accessibility. This model with in vivo-like endothelial junctions, glycocalyx, and permeability properties advances microfluidics in microvascular research, suitable for a wide range of biomedical and clinical applications.
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Rupatadine, a dual antagonist of histamine and platelet-activating factor (PAF), attenuates experimentally induced diabetic nephropathy in rats. Naunyn Schmiedebergs Arch Pharmacol 2020; 393:1487-1500. [PMID: 32200462 DOI: 10.1007/s00210-020-01856-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 03/15/2020] [Indexed: 12/16/2022]
Abstract
The role of histamine and platelet activating factor (PAF) as involved mediators in the pathophysiology of diabetic complications, in particular diabetic nephropathy (DN), has become a new focus of concern. Accordingly, the present study designed to explore the effect of rupatadine (RUP), a dual antagonist of histamine (H1) and PAF, on the progression of experimentally induced DN in rats. Rats were divided into five groups: control, RUP alone, streptozotocin (STZ)-diabetic model, STZ/RUP (3 mg/kg/day), and STZ/RUP (6 mg/kg/day). Treatment has continued for 4 weeks after diabetes confirmation. At the end of the study, serum was collected for measurement of glucose, insulin, urea, creatinine, histamine, and PAF. Renal tissue homogenates were prepared for measuring oxidative stress indices, tumor necrosis factor (TNF-α), cystatin C, and p21. Moreover, immunohistochemical expression of transforming growth factor-β1 (TGF-β1) and p53 along with histological pictures was also conducted. Antagonizing H1 and PAF receptors by RUP ameliorated the experimentally induced DN as evident by decreasing all serum parameters augmented by STZ together with improvement of the histopathological picture. RUP administration also improved oxidative-antioxidative agents with reduction in the anti-inflammatory marker, TNF-α. Additionally, the immunohistochemical expression of the fibrosis marker; TGF-β1, was also decreased. STZ-induced DN showed a p21/p53-dependent induction of premature senescence and RUP administration decreased the expression of p21 and p53 levels in injured renal tissue. RUP represents a novel promising drug to prevent DN complicated diabetes probably via its inhibitory effect on H1 and PAF receptors. The renal protection was also related to the anti-inflammatory and antioxidant roles and PAF-facilitated senescence effect via p21/p53 signaling.
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Sharma S, Plotkin M. Id1 expression in kidney endothelial cells protects against diabetes-induced microvascular injury. FEBS Open Bio 2020; 10:1447-1462. [PMID: 31957231 PMCID: PMC7396439 DOI: 10.1002/2211-5463.12793] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/25/2019] [Accepted: 01/16/2020] [Indexed: 11/08/2022] Open
Abstract
The inhibitor of differentiation (Id) transcription regulators, which are induced in response to oxidative stress, promote cell proliferation and inhibit senescence. Inhibitor of differentiation 1 (Id1) expression is limited to endothelial cells (EC) in the normal mouse kidney and is required for a normal response to injury. Endothelial dysfunction leads to the development of diabetic nephropathy, and so, we hypothesized that endothelial Id1 may help protect against hyperglycemia-induced microvascular injury and nephropathy. Here, we tested this hypothesis by using streptozotocin to induce diabetes in Id1 knockout (KO) mice and WT B6;129 littermates and examining the mice at 3 months. Expression of Id1 was observed to be increased 15-fold in WT kidney EC, and Id1 KO mice exhibited increased mesangial and myofibroblast proliferation, matrix deposition, and albuminuria compared with WT mice. Electron microscopy demonstrated peritubular capillary EC injury and lumen narrowing, and fluorescence microangiography showed a 45% reduction in capillary perfusion area with no reduction in CD31-stained areas in Id1 KO mice. Microarray analysis of EC isolated from WT and KO control and diabetic mice demonstrated activation of senescence pathways in KO cells. Kidneys from KO diabetic mice showed increased histological expression of senescence markers. In addition, premature senescence in cultured KO EC was also seen in response to oxidative stress. In conclusion, endothelial Id1 upregulation with hyperglycemia protects against microvascular injury and senescence and subsequent nephropathy.
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Affiliation(s)
| | - Matthew Plotkin
- Department of Nephrology, John L. McClellan VA Hospital, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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Feng Q, Stork CJ, Xu S, Yuan D, Xia X, LaPenna KB, Guo G, Sun H, Xu L, Siedlecki CA, Brundage KM, Sheaffer N, Schell TD, He P. Increased circulating microparticles in streptozotocin-induced diabetes propagate inflammation contributing to microvascular dysfunction. J Physiol 2019; 597:781-798. [PMID: 30548258 PMCID: PMC6355626 DOI: 10.1113/jp277312] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2018] [Accepted: 12/11/2018] [Indexed: 12/18/2022] Open
Abstract
KEY POINTS Circulating microparticles (MPs) are elevated in many cardiovascular diseases and have been considered as biomarkers of disease prognosis; however, current knowledge of MP functions has been mainly derived from in vitro studies and their precise impact on vascular inflammation and disease progression remains obscure. Using a diabetic rat model, we identified a >130-fold increase in MPs in plasma of diabetic rats compared to normal rats, the majority of which circulated as aggregates, expressing multiple cell markers and largely externalized phosphatidylserine; vascular images illustrate MP biogenesis and their manifestations in microvessels of diabetic rats. Using combined single microvessel perfusion and systemic cross-transfusion approaches, we delineated how diabetic MPs propagate inflammation in the vasculature and transform normal microvessels into an inflammatory phenotype observed in the microvessels of diabetic rats. Our observations derived from animal studies resembling conditions in diabetic patients, providing a mechanistic insight into MP-mediated pathogenesis of diabetes-associated multi-organ microvascular dysfunction. ABSTRACT In various cardiovascular diseases, microparticles (MPs), the membrane-derived vesicles released during cell activation, are markedly increased in the circulation. These MPs have been recognized to play diverse roles in the regulation of cellular functions. However, current knowledge of MP function has been largely derived from in vitro studies. The precise impact of disease-induced MPs on vascular inflammation and disease progression remains obscure. In this study we investigated the biogenesis, profile and functional roles of circulating MPs using a streptozotocin-induced diabetic rat model with well-characterized microvascular functions. Our study revealed a >130-fold increase in MPs in the plasma of diabetic rats compared to normal rats. The majority of these MPs originate from platelets, leukocytes and endothelial cells (ECs), and circulate as aggregates. Diabetic MPs show greater externalized phosphatidylserine (PS) than normal MPs. When diabetic plasma or isolated diabetic MPs were perfused into normal microvessels or systemically transfused into normal rats, MPs immediately adhered to endothelium and subsequently mediated leukocyte adhesion. These microvessels then exhibited augmented permeability responses to inflammatory mediators, replicating the microvascular manifestations observed in diabetic rats. These effects were abrogated when MPs were removed from diabetic plasma or when diabetic MPs were pre-coated with a lipid-binding protein, annexin V, suggesting externalized PS to be key in mediating MP interactions with endothelium and leukocytes. Our study demonstrated that the elevated MPs in diabetic plasma are actively involved in the propagation of vascular inflammation through their adhesive surfaces, providing mechanistic insight into the pathogenesis of multi-organ vascular dysfunction that commonly occurs in diabetic patients.
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Affiliation(s)
- Qilong Feng
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
- Department of PhysiologyShanxi Medical UniversityTaiyuanShanxiChina030001
| | - Christian J. Stork
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
| | - Sulei Xu
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
| | - Dong Yuan
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
| | - Xinghai Xia
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
| | - Kyle B. LaPenna
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
| | - Ge Guo
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
| | - Haoyu Sun
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
| | - Li‐Chong Xu
- Department of Surgery, College of MedicinePenn State UniversityHersheyPA17033USA
| | | | - Kathleen M. Brundage
- Department of Microbiology, Immunology and Cell Biology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
| | - Nate Sheaffer
- Flow Cytometry Core, College of MedicinePenn State UniversityHersheyPA17033USA
| | - Todd D. Schell
- Flow Cytometry Core, College of MedicinePenn State UniversityHersheyPA17033USA
- Department of Microbiology and Immunology, College of MedicinePenn State UniversityHersheyPA17033USA
| | - Pingnian He
- Department of Cellular and Molecular Physiology, College of MedicinePenn State UniversityHersheyPA17033USA
- Department of Physiology and Pharmacology, School of MedicineWest Virginia UniversityMorgantownWV26506USA
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Angiopoietin-1 Promotes the Integrity of Neovascularization in the Subcutaneous Matrigel of Type 1 Diabetic Rats. BIOMED RESEARCH INTERNATIONAL 2019; 2019:2016972. [PMID: 30729120 PMCID: PMC6343146 DOI: 10.1155/2019/2016972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 12/30/2018] [Indexed: 12/21/2022]
Abstract
Objective This study aimed to investigate the effects of Ang-1 on neovascularization of diabetic organs by subcutaneous Matrigel angiogenesis model, established in type 1 diabetic rats. Methods Ang-1 adenoviral vector was constructed. The rat model was established by STZ and divided into four group. The Matrigel was inserted subcutaneously into the abdominal cavity of rats at 8 weeks, the treatment group was injected with Ang-1 adenovirus vector via tail vein, and the rats were sacrificed at 10 weeks. Neovascularization of Matrigel was observed with transmission electron microscopy. The marker of vascular endothelial cell and pericyte were detected by immunofluorescence. Immunohistochemical detection of the neovascular endothelial junction protein was performed. RT-PCR was used to determine protein expression of neovascular in Matrigel. Results Vascular cavity-like structure could be seen in subcutaneous Matrigel of diabetic rats, and the cavity was filled with a lot of red blood cells. Transmission electron microscopy showed that neovascular endothelial structure of the Matrigel was incomplete, while the Ang-1 treatment group had more vascular cavity-like structures, intact vascular endothelial structure, and reduced inflammatory cell infiltration in Matrigel. Additionally, the integrity of vascularization improved, and the marker of pericyte and the cell tight junctions protein was upregulated in Ang-1 treatment group. Conclusion Hyperglycemia could induce pathological angiogenesis in subcutaneous Matrigel of diabetic rats, and Ang-1 could upregulate the expression of intercellular junction protein in subcutaneous Matrigel of diabetic rats and promote the integrity of neovascularization in the subcutaneous Matrigel of diabetic rats.
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Yang L, Zhang Y, Ma Y, Du J, Gu L, Zheng L, Zhang X. Effect of melatonin on EGF- and VEGF-induced monolayer permeability of HUVECs. Am J Physiol Heart Circ Physiol 2018; 316:H1178-H1191. [PMID: 30575440 DOI: 10.1152/ajpheart.00542.2018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Melatonin is a natural hormone involved in the regulation of circadian rhythm, immunity, and cardiovascular function. In the present study, we focused on the mechanism of melatonin in the regulation of vascular permeability. We found that melatonin could inhibit both VEGF- and EGF-induced monolayer permeability of human umbilical vein endothelial cells (HUVECs) and change the tyrosine phosphorylation of vascular-endothelial (VE-)cadherin, which was related to endothelial barrier function. In addition, phospho-AKT (Ser473) and phospho-ERK(1/2) played significant roles in the regulation of VE-cadherin phosphorylation. Both the phosphatidylinositol 3-kinase/AKT inhibitor LY49002 and MEK/ERK inhibitor U0126 could inhibit the permeability of HUVECs, but with different effects on tyrosine phosphorylation of VE-cadherin. Melatonin can influence the two growth factor-induced phosphorylation of AKT (Ser473) but not ERK(1/2). Our results show that melatonin can inhibit growth factor-induced monolayer permeability of HUVECs by influencing the phosphorylation of AKT and VE-cadherin. Melatonin can be a potential treatment for diseases associated with abnormal vascular permeability. NEW & NOTEWORTHY We found that melatonin could inhibit both EGF- and VEGF-induced monolayer permeability of human umbilical vein endothelial cells, which is related to phosphorylation of vascular-endothelial cadherin. Blockade of phosphatidylinositol 3-kinase/AKT and MEK/ERK pathways could inhibit the permeability of human umbilical vein endothelial cells, and phosphorylation of AKT (Ser473) might be a critical event in the changing of monolayer permeability and likely has cross-talk with the MEK/ERK pathway.
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Affiliation(s)
- Ling Yang
- Department of Cardiology, The Third Affiliated Hospital of Soochow University , Changzhou, Jiangsu , China
| | - Yujie Zhang
- Department of Physiology, Nanjing Medical University , Nanjing, Jiangsu , China.,Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University , Nanjing, Jiangsu , China
| | - Yadong Ma
- Department of Physiology, Nanjing Medical University , Nanjing, Jiangsu , China
| | - Jun Du
- Department of Physiology, Nanjing Medical University , Nanjing, Jiangsu , China.,Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University , Nanjing, Jiangsu , China
| | - Luo Gu
- Department of Physiology, Nanjing Medical University , Nanjing, Jiangsu , China.,Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University , Nanjing, Jiangsu , China
| | - Lu Zheng
- General Laboratory, The Third Affiliated Hospital of Soochow University , Changzhou, Jiangsu , China
| | - Xiaoying Zhang
- Department of Cardiothoracic surgery and the General Laboratory, The Third Affiliated Hospital of Soochow University , Changzhou, Jiangsu , China
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Wei J, Wang P, Li Y, Dou Q, Lin J, Tao W, Lin J, Fu X, Huang Z, Zhang W. Inhibition of RHO Kinase by Fasudil Attenuates Ischemic Lung Injury After Cardiac Arrest in Rats. Shock 2018; 50:706-713. [DOI: 10.1097/shk.0000000000001097] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Abstract
Edema is typically presented as a secondary effect from injury, illness, disease, or medication, and its impact on patient wellness is nested within the underlying etiology. Therefore, it is often thought of more as an amplifier to current preexisting conditions. Edema, however, can be an independent risk factor for patient deterioration. Improper management of edema is costly not only to the patient, but also to treatment and care facilities, as mismanagement of edema results in increased lengths of hospital stay. Direct tissue trauma, disease, or inappropriate resuscitation and/or ventilation strategies result in edema formation through physical disruption and chemical messenger-based structural modifications of the microvascular barrier. Derangements in microvascular barrier function limit tissue oxygenation, nutrient flow, and cellular waste removal. Recent studies have sought to elucidate cellular signaling and structural alterations that result in vascular hyperpermeability in a variety of critical care conditions to include hemorrhage, burn trauma, and sepsis. These studies and many others have highlighted how multiple mechanisms alter paracellular and/or transcellular pathways promoting hyperpermeability. Roles for endothelial glycocalyx, extracellular matrix and basement membrane, vesiculo-vacuolar organelles, cellular junction and cytoskeletal proteins, and vascular pericytes have been described, demonstrating the complexity of microvascular barrier regulation. Understanding these basic mechanisms inside and out of microvessels aid in developing better treatment strategies to mitigate the harmful effects of excessive edema formation.
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12
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Badavi M, Bazaz A, Dianat M, Sarkaki A. Gallic acid improves endothelium-dependent vasodilatory response to histamine in the mesenteric vascular bed of diabetic rats. J Diabetes 2017; 9:1003-1011. [PMID: 27943652 DOI: 10.1111/1753-0407.12513] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 11/02/2016] [Accepted: 11/27/2016] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Endothelial dysfunction is one of the many complications caused by diabetes mellitus. The aim of the present study was to evaluate the effects of gallic acid (GA) on the mesenteric vascular bed (MVB) response to histamine in diabetic rats. METHODS Forty male Wistar rats were randomly assigned to a control group, an untreated alloxan-induced diabetic group and three diabetic groups treated with different doses of GA. Six weeks after induction of diabetes and GA treatment, total antioxidant capacity (TAC), malondialdehyde (MDA) concentrations, and the vasodilatory response to histamine of the MVB (measured as changes in perfusion pressure) were determined. RESULTS The vasodilatory response to histamine and TAC decreased, whereas MDA increased in the plasma from diabetic rats (P < 0.01). However, in the presence of 3 × 10-5 mol/L N G -nitro-l-arginine methyl ester (a nitric oxide synthase inhibitor) and 1 × 10-5 mol/L indomethacin (an inhibitor of prostaglandin production), the vasodilatory response of the MVB to histamine was reduced in all groups (P < 0.001). Treatment of diabetic rats with 20 and 40 mg/kg per day GA, but not 10 mg/kg per day GA, increased TAC and decreased MDA concentrations (P < 0.01 and P < 0.001 vs untreated diabetic rats, respectively) and significantly improved the vasodilatory response to histamine (P < 0.05 and P < 0.001, respectively). CONCLUSION The results show that, in diabetic rats, the endothelium-dependent vasodilatory response of the MVB to histamine is significantly decreased and depends on both nitric oxide- and prostaglandin-producing pathways and may be mediated by oxidative stress. Treatment with the antioxidant GA restored the vasodilatory response of the MVB to histamine.
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Affiliation(s)
- Mohammad Badavi
- Department of Physiology, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
- Ahvaz Physiology Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
- Atherosclerosis Research Center at Golestan Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
| | - Amir Bazaz
- Department of Physiology, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
| | - Mahin Dianat
- Department of Physiology, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
- Ahvaz Physiology Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
| | - Alireza Sarkaki
- Department of Physiology, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
- Ahvaz Physiology Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahwaz, Iran
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13
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Dang TQ, Yoon N, Chasiotis H, Dunford EC, Feng Q, He P, Riddell MC, Kelly SP, Sweeney G. Transendothelial movement of adiponectin is restricted by glucocorticoids. J Endocrinol 2017; 234:101-114. [PMID: 28705835 PMCID: PMC6231241 DOI: 10.1530/joe-16-0363] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 05/10/2017] [Indexed: 12/31/2022]
Abstract
Altered permeability of the endothelial barrier in a variety of tissues has implications both in disease pathogenesis and treatment. Glucocorticoids are potent mediators of endothelial permeability, and this forms the basis for their heavily prescribed use as medications to treat ocular disease. However, the effect of glucocorticoids on endothelial barriers elsewhere in the body is less well studied. Here, we investigated glucocorticoid-mediated changes in endothelial flux of Adiponectin (Ad), a hormone with a critical role in diabetes. First, we used monolayers of endothelial cells in vitro and found that the glucocorticoid dexamethasone increased transendothelial electrical resistance and reduced permeability of polyethylene glycol (PEG, molecular weight 4000 Da). Dexamethasone reduced flux of Ad from the apical to basolateral side, measured both by ELISA and Western blotting. We then examined a diabetic rat model induced by treatment with exogenous corticosterone, which was characterized by glucose intolerance and hyperinsulinemia. There was no change in circulating Ad but less Ad protein in skeletal muscle homogenates, despite slightly higher mRNA levels, in diabetic vs control muscles. Dexamethasone-induced changes in Ad flux across endothelial monolayers were associated with alterations in the abundance of select claudin tight junction (TJ) proteins. shRNA-mediated knockdown of one such gene, claudin-7, in HUVEC resulted in decreased TEER and increased adiponectin flux, confirming the functional significance of Dex-induced changes in its expression. In conclusion, our study identifies glucocorticoid-mediated reductions in flux of Ad across endothelial monolayers in vivo and in vitro This suggests that impaired Ad action in target tissues, as a consequence of reduced transendothelial flux, may contribute to the glucocorticoid-induced diabetic phenotype.
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Affiliation(s)
- Thanh Q Dang
- Department of BiologyFaculty of Science York University, Toronto, Canada
| | - Nanyoung Yoon
- Department of BiologyFaculty of Science York University, Toronto, Canada
| | - Helen Chasiotis
- Department of BiologyFaculty of Science York University, Toronto, Canada
| | - Emily C Dunford
- School of Kinesiology and Health ScienceFaculty of Health and Muscle Health Research Center, York University, Toronto, Canada
| | - Qilong Feng
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Pingnian He
- Department of Cellular and Molecular Physiology, College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Michael C Riddell
- School of Kinesiology and Health ScienceFaculty of Health and Muscle Health Research Center, York University, Toronto, Canada
| | - Scott P Kelly
- Department of BiologyFaculty of Science York University, Toronto, Canada
| | - Gary Sweeney
- Department of BiologyFaculty of Science York University, Toronto, Canada
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14
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Stolwijk JA, Zhang X, Gueguinou M, Zhang W, Matrougui K, Renken C, Trebak M. Calcium Signaling Is Dispensable for Receptor Regulation of Endothelial Barrier Function. J Biol Chem 2016; 291:22894-22912. [PMID: 27624938 DOI: 10.1074/jbc.m116.756114] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Indexed: 12/15/2022] Open
Abstract
Endothelial barrier function is tightly regulated by plasma membrane receptors and is crucial for tissue fluid homeostasis; its dysfunction causes disease, including sepsis and inflammation. The ubiquitous activation of Ca2+ signaling upon phospholipase C-coupled receptor ligation leads quite naturally to the assumption that Ca2+ signaling is required for receptor-regulated endothelial barrier function. This widespread hypothesis draws analogy from smooth muscle and proposes the requirement of G protein-coupled receptor (GPCR)-generated Ca2+ signaling in activating the endothelial contractile apparatus and generating interendothelial gaps. Notwithstanding endothelia being non-excitable in nature, the hypothesis of Ca2+-induced endothelial contraction has been invoked to explain actions of GPCR agonists that either disrupt or stabilize endothelial barrier function. Here, we challenge this correlative hypothesis by showing a lack of causal link between GPCR-generated Ca2+ signaling and changes in human microvascular endothelial barrier function. We used three endogenous GPCR agonists: thrombin and histamine, which disrupt endothelial barrier function, and sphingosine-1-phosphate, which stabilizes barrier function. The qualitatively different effects of these three agonists on endothelial barrier function occur independently of Ca2+ entry through the ubiquitous store-operated Ca2+ entry channel Orai1, global Ca2+ entry across the plasma membrane, and Ca2+ release from internal stores. However, disruption of endothelial barrier function by thrombin and histamine requires the Ca2+ sensor stromal interacting molecule-1 (STIM1), whereas sphingosine-1-phosphate-mediated enhancement of endothelial barrier function occurs independently of STIM1. We conclude that although STIM1 is required for GPCR-mediated disruption of barrier function, a causal link between GPCR-induced cytoplasmic Ca2+ increases and acute changes in barrier function is missing. Thus, the cytosolic Ca2+-induced endothelial contraction is a cum hoc fallacy that should be abandoned.
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Affiliation(s)
- Judith A Stolwijk
- From the Department of Cellular and Molecular Physiology, Penn State University College of Medicine, Hershey, Pennsylvania 17033.,the Applied Biophysics Inc., Troy, New York 12180
| | - Xuexin Zhang
- From the Department of Cellular and Molecular Physiology, Penn State University College of Medicine, Hershey, Pennsylvania 17033
| | - Maxime Gueguinou
- From the Department of Cellular and Molecular Physiology, Penn State University College of Medicine, Hershey, Pennsylvania 17033
| | - Wei Zhang
- From the Department of Cellular and Molecular Physiology, Penn State University College of Medicine, Hershey, Pennsylvania 17033
| | - Khalid Matrougui
- the Department of Physiological Sciences, East Virginia Medical School, Norfolk, Virginia 23507, and
| | | | - Mohamed Trebak
- From the Department of Cellular and Molecular Physiology, Penn State University College of Medicine, Hershey, Pennsylvania 17033,
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15
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Mayhan WG, Scott JP, Arrick DM. Influence of type 1 diabetes on basal and agonist-induced permeability of the blood-brain barrier. Physiol Rep 2015; 3:3/12/e12653. [PMID: 26660561 PMCID: PMC4760440 DOI: 10.14814/phy2.12653] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Type 1 diabetes mellitus (T1D) impairs endothelial nitric oxide synthase (eNOS)‐dependent responses of cerebral arterioles. However, the influence of T1D on another critical aspect of endothelial cell function in the cerebral microcirculation, i.e., regulation of permeability of the blood–brain barrier (BBB), remains largely unknown. Our goal was to examine basal and agonist‐induced changes in permeability of the BBB in nondiabetic and type 1 diabetic (streptozotocin; 50 mg/kg IP) rats. On the day of the experiment (2–3 months after streptozotocin), a craniotomy was made over the parietal cortex in nondiabetic and diabetic rats. We measured the permeability of the BBB (FITC‐dextran‐10K) under basal conditions and during application of histamine. We also measured diameter of cerebral arterioles in response to histamine in the absence and presence of NG‐monomethyl‐L‐arginine (L‐NMMA). We found that basal permeability of the BBB was elevated in T1D and application of histamine did not produce a further increase in permeability. In contrast, basal permeability of the BBB was minimal in nondiabetics and histamine produced an increase in permeability. In addition, histamine‐induced arteriolar dilation was less in diabetics than in nondiabetics, and vasodilation to histamine was inhibited by L‐NMMA. Our findings suggest that T1D‐induced endothelial dysfunction leads to an increase in basal permeability of the BBB, but decreases the ability of the endothelium of the BBB to respond to an important inflammatory mediator. Thus, T1D impairs two critical aspects of endothelial cell function in the cerebral microcirculation, i.e., basal and agonist‐induced changes in permeability of the BBB and arteriolar dilation.
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Affiliation(s)
- William G Mayhan
- Department of Cellular Biology and Anatomy, LSU Health Sciences Center-Shreveport, Shreveport, Louisiana
| | - Jasmine P Scott
- Department of Cellular Biology and Anatomy, LSU Health Sciences Center-Shreveport, Shreveport, Louisiana
| | - Denise M Arrick
- Department of Cellular Biology and Anatomy, LSU Health Sciences Center-Shreveport, Shreveport, Louisiana
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16
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Li X, Xu S, He P, Liu Y. In vitro recapitulation of functional microvessels for the study of endothelial shear response, nitric oxide and [Ca2+]i. PLoS One 2015; 10:e0126797. [PMID: 25965067 PMCID: PMC4429116 DOI: 10.1371/journal.pone.0126797] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Accepted: 04/07/2015] [Indexed: 12/20/2022] Open
Abstract
Microfluidic technologies enable in vitro studies to closely simulate in vivo microvessel environment with complexity. Such method overcomes certain constrains of the statically cultured endothelial monolayers and enables the cells grow under physiological range of shear flow with geometry similar to microvessels in vivo. However, there are still existing knowledge gaps and lack of convincing evidence to demonstrate and quantify key biological features of the microfluidic microvessels. In this paper, using advanced micromanufacturing and microfluidic technologies, we presented an engineered microvessel model that mimicked the dimensions and network structures of in vivo microvessels with a long-term and continuous perfusion capability, as well as high-resolution and real-time imaging capability. Through direct comparisons with studies conducted in intact microvessels, our results demonstrated that the cultured microvessels formed under perfused conditions recapitulated certain key features of the microvessels in vivo. In particular, primary human umbilical vein endothelial cells were successfully cultured the entire inner surfaces of the microchannel network with well-developed junctions indicated by VE-cadherin staining. The morphological and proliferative responses of endothelial cells to shear stresses were quantified under different flow conditions which was simulated with three-dimensional shear dependent numerical flow model. Furthermore, we successfully measured agonist-induced changes in intracellular Ca2+ concentration and nitric oxide production at individual endothelial cell levels using fluorescence imaging. The results were comparable to those derived from individually perfused intact venules. With in vivo validation of its functionalities, our microfluidic model demonstrates a great potential for biological applications and bridges the gaps between in vitro and in vivo microvascular research.
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Affiliation(s)
- Xiang Li
- Department of Cellular and Molecular Physiology, Penn State University, School of Medicine, Hershey, Pennsylvania, United States of America
| | - Sulei Xu
- Department of Cellular and Molecular Physiology, Penn State University, School of Medicine, Hershey, Pennsylvania, United States of America
| | - Pingnian He
- Department of Cellular and Molecular Physiology, Penn State University, School of Medicine, Hershey, Pennsylvania, United States of America
- * E-mail: (PH); (YL)
| | - Yuxin Liu
- Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, West Virginia, United States of America
- * E-mail: (PH); (YL)
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