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Namous H, Strillacci MG, Braz CU, Shanmuganayagam D, Krueger C, Peppas A, Soffregen WC, Reed J, Granada JF, Khatib H. ITGB2 is a central hub-gene associated with inflammation and early fibro-atheroma development in a swine model of atherosclerosis. ATHEROSCLEROSIS PLUS 2023; 54:30-41. [PMID: 38116576 PMCID: PMC10728570 DOI: 10.1016/j.athplu.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 09/14/2023] [Accepted: 11/09/2023] [Indexed: 12/21/2023]
Abstract
Background and aim The complex dynamic interplay between different biological pathways involved in atherosclerosis development has rendered the identification of specific therapeutic targets a challenging quest. We aimed to identify specific genes and mechanistic pathways associated with the early development of fibro-atheromas in a swine model of atherosclerosis. Methods The Wisconsin Miniature Swine™ model of Familial Hypercholesterolemia (WMS-FH, n = 11) and genetically related WMS controls (WMS-N, n = 11) were used. The infrarenal aorta was harvested from both groups for histopathologic and transcriptomic profiling at 12 months. Bioinformatic analysis was performed to identify hub genes and pathways central to disease pathophysiology. The expression of ITGB2, the top ranked hub gene, was manipulated in cell culture and the expression of interconnected genes was tested. Results Fibro-atheromatous lesions were documented in all WMS-FH aortic tissues and displayed internal elastic lamina (IEL) disruption, significant reduction of myofibroblast presence and disorganized collagen deposition. No fibro-atheromas were observed in the control group. A total of 266 differentially expressed genes (DEGs) were upregulated in WMS-FH aortic tissues, while 29 genes were downregulated. Top identified hub genes included ITGB2, C1QA, LCP2, SPI1, CSF1R, C5AR1, CTSS, MPEG1, C1QC, and CSF2RB. Overexpression of ITGB2 resulted in elevated expression of other interconnected genes expressed in porcine endothelial cells. Conclusion In a swine translational model of atherosclerosis, transcriptomic analysis identified ITGB2 as a central hub gene associated inflammation and early fibroatheroma development making it a potential therapeutic target at this stage of disease.
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Affiliation(s)
- Hadjer Namous
- Department of Animal and Dairy Sciences – University of Wisconsin Madison, WI, USA
| | | | - Camila Urbano Braz
- Department of Animal and Dairy Sciences – University of Wisconsin Madison, WI, USA
| | | | - Christian Krueger
- Department of Animal and Dairy Sciences – University of Wisconsin Madison, WI, USA
| | - Athanasios Peppas
- Skirball Center for Innovation, Cardiovascular Research Foundation, New York, NY, USA
| | - William C. Soffregen
- Northstar Preclinical and Pathology Services, LLC and Skirball Center for Innovation, Cardiovascular Research Foundation, New York, NY, USA
| | - Jess Reed
- Department of Animal and Dairy Sciences – University of Wisconsin Madison, WI, USA
| | - Juan F. Granada
- Skirball Center for Innovation, Cardiovascular Research Foundation, New York, NY, USA
| | - Hasan Khatib
- Department of Animal and Dairy Sciences – University of Wisconsin Madison, WI, USA
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Tsubakimoto Y, Isodono K, Fujimoto T, Kirii Y, Shiraga A, Kasahara T, Ariyoshi M, Irie D, Sakatani T, Matsuo A, Inoue K, Fujita H. IVUS-Guided Wiring Improves the Clinical Outcomes of Angioplasty for Long Femoropopliteal CTO Compared with the Conventional Intraluminal Approach. J Atheroscler Thromb 2021; 28:365-374. [PMID: 32669483 PMCID: PMC8147569 DOI: 10.5551/jat.57166] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 05/06/2020] [Indexed: 01/22/2023] Open
Abstract
AIMS This study aimed to assess the clinical efficacy of intravascular ultrasound (IVUS)-guided intraplaque wiring for femoropopliteal (FP) chronic total occlusion (CTO). METHODS This single-center, retrospective, observational study was performed at the Japanese Red Cross Kyoto Daini Hospital. From March 2013 to June 2017, a total of 75 consecutive patients (mean age: 75.4±8.5 years; 59 males), who underwent endovascular treatment (EVT), having 82 de novo FP-CTO lesions, were enrolled in this study. Eleven of the lesions that met the exclusion criteria were excluded, and the remaining 71 lesions were divided into the IVUS-guided wiring group (n=34) and non-IVUS-guided wiring group (n=37). Primary patency, defined as a peak systolic velocity ratio of <2.4 on duplex ultrasonography, and freedom from clinically driven target lesion revascularization (CD-TLR) at 12 months were the primary outcomes. RESULTS The mean lesion length was 21.6±8.9 cm. The frequencies of primary patency and freedom from CD-TLR were significantly higher in the IVUS-guided wiring group than in the non-IVUS-guided wiring group (70.0% vs. 52.2%, p=0.045; 83.9% vs. 62.8%, p=0.036, respectively). The complete clinically true lumen angioplasty rate was also higher in the IVUS-guided wiring group than in the non-IVUS-guided wiring group (91.1% vs. 51.3%, p<0.001, respectively). The clinically true and false wire passage rates were respectively 97.3% and 2.7% in the IVUS-guided wiring group. CONCLUSION IVUS-guided wiring improves the clinical outcomes of EVT for FP-CTO by achieving a high clinically true lumen wire passage rate.
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Affiliation(s)
| | - Koji Isodono
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Tomotaka Fujimoto
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Yosuke Kirii
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Akiko Shiraga
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Takeru Kasahara
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Makoto Ariyoshi
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Daisuke Irie
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Tomohiko Sakatani
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Akiko Matsuo
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Keiji Inoue
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Hiroshi Fujita
- Department of Cardiology, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
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Molecular Mechanisms Underlying Remodeling of Ductus Arteriosus: Looking beyond the Prostaglandin Pathway. Int J Mol Sci 2021; 22:ijms22063238. [PMID: 33810164 PMCID: PMC8005123 DOI: 10.3390/ijms22063238] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/10/2021] [Accepted: 03/18/2021] [Indexed: 12/12/2022] Open
Abstract
The ductus arteriosus (DA) is a physiologic vessel crucial for fetal circulation. As a major regulating factor, the prostaglandin pathway has long been the target for DA patency maintenance or closure. However, the adverse effect of prostaglandins and their inhibitors has been a major unsolved clinical problem. Furthermore, a significant portion of patients with patent DA fail to respond to cyclooxygenase inhibitors that target the prostaglandin pathway. These unresponsive medical patients ultimately require surgical intervention and highlight the importance of exploring pathways independent from this well-recognized prostaglandin pathway. The clinical limitations of prostaglandin-targeting therapeutics prompted us to investigate molecules beyond the prostaglandin pathway. Thus, this article introduces molecules independent from the prostaglandin pathway based on their correlating mechanisms contributing to vascular remodeling. These molecules may serve as potential targets for future DA patency clinical management.
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Ji C, Pan Y, Xu S, Yu C, Ji J, Chen M, Hu F. Propolis ameliorates restenosis in hypercholesterolemia rabbits with carotid balloon injury by inhibiting lipid accumulation, oxidative stress, and TLR4/NF-κB pathway. J Food Biochem 2021; 45:e13577. [PMID: 33729587 DOI: 10.1111/jfbc.13577] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/12/2020] [Accepted: 11/17/2020] [Indexed: 12/24/2022]
Abstract
Neointima formation and atherosclerosis are the main complications after the endovascular intervention and vascular surgery, and there are no effective drugs. Propolis is a kind of resin substance produced by honeybees and has numerous health-beneficial effects. In this study, we evaluated the effects of propolis (125 and 250 mg·kg-1 ·day-1 , 6 weeks) on carotid restenosis in hypercholesterolemia rabbits. Propolis significantly ameliorated the degree of carotid restenosis, inhibited neointima hyperplasia, reduced serum lipids profile, and enhanced the anti-oxidative activities in hypercholesterolemia rabbits. Furthermore, propolis reduced the plasma levels of C-reactive protein, interleukin-6, and tumor necrosis factor-α (TNF-α), and inhibited the expression of CD68, TLR4, NF-κB p65, MMP-9, and TNF-α in the carotid arteries. The results indicate that propolis has a protective effect on carotid restenosis in rabbits, which is associated with regulating blood lipids, inhibiting oxidative stress and inflammation, and its anti-inflammatory activity may be related to inhibit TLR4-mediated NF-κB signaling pathway. PRACTICAL APPLICATIONS: Restenosis is a primary challenge in angioplasty and atherosclerotic treatment. Hyperlipidemia can induce inflammation and accelerate the formation of restenosis. Recently, natural products have been widely used to prevent intimal hyperplasia of common cardiovascular diseases. Propolis is currently a popular functional food, but the role of propolis on carotid restenosis after angioplasty and its underlying mechanism remains unclear. This study showed that propolis inhibits the effect of carotid restenosis in hypercholesterolemia rabbits. The results of this study may provide a basis for propolis to prevent and treat vascular restenosis.
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Affiliation(s)
- Chao Ji
- Huai'an Bee Products Engineering Research Center, Huai'an, China
| | - Yongming Pan
- Comparative Medical Research Institute, Zhejiang Chinese Medical University, Hangzhou, China
| | - Songtao Xu
- Comparative Medical Research Institute, Zhejiang Chinese Medical University, Hangzhou, China
| | - Chen Yu
- Comparative Medical Research Institute, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jian Ji
- Huai'an Bee Products Engineering Research Center, Huai'an, China
| | - Minli Chen
- Comparative Medical Research Institute, Zhejiang Chinese Medical University, Hangzhou, China
| | - Fuliang Hu
- College of Animal Sciences, Zhejiang University, Hangzhou, China
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Krishnan P, Purushothaman KR, Purushothaman M, Tarricone A, Chen S, Singla S, Purushottam B, Kini A, Sharma S, Moreno PR. Histological features of restenosis associated with paclitaxel drug-coated balloon: implications for therapy. Cardiovasc Pathol 2019; 43:107139. [PMID: 31437716 DOI: 10.1016/j.carpath.2019.06.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/17/2019] [Accepted: 06/18/2019] [Indexed: 11/17/2022] Open
Abstract
PURPOSE To investigate the cellular and extracellular changes induced by drug-coated balloons (DCB) in the treatment of superficial femoral artery (SFA) restenosis, and to compare histopathological features with those observed after plain old balloon angioplasty (POBA) from the same patients. METHODS AND RESULTS Plaque samples for five patients with SFA restenosis (first-time) after POBA were collected using atherectomy and DCB. These samples constitute the POBA restenosis group. The same five patients developed recurrent restenosis (RR) after DCB, at the same intervention site. These SFA-RR lesions were again treated using atherectomy and POBA. These samples constitute the DCB restenosis group. DCB restenosis group plaques showed significant reduction in neointima, smooth muscle cells, fibroblast densities, and Ki67 index; and increase in caspase 3, features of apoptosis and type III collagen deposition in comparison to the POBA restenosis group. CONCLUSION Plaque tissue from the DCB restenosis group show reductions in neointimal thickness, cellularity, and cellular proliferation, along with increased apoptosis, and Type III collagen content. These results suggest a different mechanistic pathway for DCB restenosis, in which neointimal proliferation is reduced but reparative fibrosis is increased. The treatment for SFA-RR after DCB may therefore benefit from different forms of therapy including scaffolding, rather than recurrent anti-proliferative therapy.
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Affiliation(s)
- Prakash Krishnan
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - K-Raman Purushothaman
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Meerarani Purushothaman
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Arthur Tarricone
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Simon Chen
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Sandeep Singla
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | | | - Annapoorna Kini
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Samin Sharma
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Pedro R Moreno
- The Zena and Michael A. Weiner Cardiovascular Institute and the Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.
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Mori S, Hirano K, Ito Y, Yamawaki M, Araki M, Kobayashi N, Takimura H, Sakamoto Y, Tsutsumi M, Takama T, Honda Y, Tokuda T, Makino K, Shirai S. Clinical Outcomes of the Intraluminal Approach for Long Occlusive Femoropopliteal Lesions Assessed by Intravascular Ultrasound. J Atheroscler Thromb 2016; 24:477-486. [PMID: 27725364 PMCID: PMC5429163 DOI: 10.5551/jat.36749] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Aim: To investigate the relationship between intravascular ultrasound (IVUS) findings and restenosis after stent implantation for long occlusive femoropopliteal (FP) lesions using the intraluminal approach. Methods: This was a single-center retrospective study of 45 patients (49 lesions) with de novo long occlusive FP lesions treated with bare metal stents implanted using the intraluminal approach under IVUS guidance from April 2007 to December 2014. All patients were followed up at least 12 months. The preprocedural and postprocedural IVUS findings were compared for patients with and without restenosis, which was defined as a peak systolic velocity ratio of > 2.4 on duplex ultrasonography or > 50% diameter stenosis on angiography. Results: Within 12 months, 13 patients (14 lesions) developed restenosis, whereas 32 patients (35 lesions) did not (restenosis rate = 29%). The male:female ratio and the prevalence of diabetes mellitus, hemodialysis, and critical limb ischemia were similar between the two groups. No significant differences were observed in lesion length, chronic total occlusion (CTO) length, and the percentage of involving popliteal lesion between the two groups. A whole intraplaque route was gained in 15 lesions (31%). Multivariate analysis revealed that the within-CTO intramedial route proportion and the distal lumen cross-sectional area (CSA) were independent predictors of restenosis. Receiver operating characteristic analysis showed that the best cutoff values of these parameters were 14.4% and 17.7 mm2, respectively. Conclusions: In patients with long occlusive FP lesions undergoing stent placement using the intraluminal approach, a whole intraplaque route was gained in 31%. Restenosis is more likely if IVUS shows a within-CTO intramedial route proportion of > 14.4% or distal lumen CSA of < 17.7 mm2.
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Affiliation(s)
- Shinsuke Mori
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | - Keisuke Hirano
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | - Yoshiaki Ito
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | | | - Motoharu Araki
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | | | | | | | | | - Takuro Takama
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | - Yohsuke Honda
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | - Takahiro Tokuda
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
| | - Kenji Makino
- Department of Cardiology, Saiseikai Yokohama City Eastern Hospital
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Krishnan P, Purushothaman KR, Purushothaman M, Turnbull IC, Tarricone A, Vasquez M, Jain S, Baber U, Lascano RA, Kini AS, Sharma SK, Moreno PR. Enhanced neointimal fibroblast, myofibroblast content and altered extracellular matrix composition: Implications in the progression of human peripheral artery restenosis. Atherosclerosis 2016; 251:226-233. [PMID: 27399649 DOI: 10.1016/j.atherosclerosis.2016.06.046] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 06/02/2016] [Accepted: 06/29/2016] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND AIMS Neointimal cellular proliferation of fibroblasts and myofibroblasts is documented in coronary artery restenosis, however, their role in peripheral arterial disease (PAD) restenosis remains unclear. Our aim was to investigate the role of fibroblasts, myofibroblasts, and collagens in restenotic PAD. METHODS Nineteen PAD restenotic plaques were compared with 13 de novo plaques. Stellate cells (H&E), fibroblasts (FSP-1), myofibroblasts (α-actin/vimentin/FSP-1), cellular proliferation (Ki-67), and apoptosis (caspase-3 with poly ADP-ribose polymerase) were evaluated by immunofluorescence. Collagens were evaluated by picro-sirius red stain with polarization microscopy. Smooth muscle myosin heavy chain (SMMHC), IL-6 and TGF-β cytokines were analyzed by immunohistochemistry. RESULTS Restenotic plaques demonstrated increased stellate cells (2.7 ± 0.15 vs.1.3 ± 0.15) fibroblasts (2282.2 ± 85.9 vs. 906.4 ± 134.5) and myofibroblasts (18.5 ± 1.2 vs.10.6 ± 1.0) p = 0.0001 for all comparisons. In addition, fibroblast proliferation (18.4% ± 1.2 vs.10.4% ± 1.1; p = 0.04) and apoptosis (14.6% ± 1.3 vs.11.2% ± 0.6; p = 0.03) were increased in restenotic plaques. Finally, SMMHC (2.6 ± 0.12 vs.1.4 ± 0.15; p = 0.0001), type III collagen density (0.33 ± 0.06 vs. 0.17 ± 0.07; p = 0.0001), IL-6 (2.08 ± 1.7 vs.1.03 ± 2.0; p = 0.01), and TGF-β (1.80 ± 0.27 vs. 1.11 ± 0.18; p = 0.05) were increased in restenotic plaques. CONCLUSIONS Our study suggests proliferation and apoptosis of fibroblast and myofibroblast with associated increase in type III collagen may play a role in restenotic plaque progression. Understanding pathways involved in proliferation and apoptosis in neointimal cells, may contribute to future therapeutic interventions for the prevention of restenosis in PAD.
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Affiliation(s)
- Prakash Krishnan
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - K-Raman Purushothaman
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Meerarani Purushothaman
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Irene C Turnbull
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Arthur Tarricone
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Miguel Vasquez
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sachin Jain
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Usman Baber
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rheoneil A Lascano
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Annapoorna S Kini
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samin K Sharma
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Pedro R Moreno
- The Zena and Michael A. Weiner Cardiovascular Institute, The Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Department of Medicine/Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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