19 results on '"Junedh M. Amrute"'
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2. Peripheral blood mononuclear cell tissue factor (F3 gene) transcript levels and circulating extracellular vesicles are elevated in severe coronavirus 2019 (COVID-19) disease
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Thomas J. Girard, Lilian Antunes, Nan Zhang, Junedh M. Amrute, Renumathi Subramanian, Irem Eldem, Kenneth E. Remy, Monty Mazer, Emma C. Erlich, Carlos Cruchaga, Ashley L. Steed, Gwendalyn J. Randolph, and Jorge Di Paola
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Hematology - Published
- 2023
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3. Vascular smooth muscle- and myeloid cell-derived integrin α9β1 does not directly mediate the development of atherosclerosis in mice
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In-Hyuk Jung, Jared S. Elenbaas, Kendall H. Burks, Junedh M. Amrute, Zhang Xiangyu, Arturo Alisio, and Nathan O. Stitziel
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Extracellular Matrix Proteins ,Epidermal Growth Factor ,Macrophages ,Myocytes, Smooth Muscle ,Atherosclerosis ,Muscle, Smooth, Vascular ,Plaque, Atherosclerotic ,Mice ,von Willebrand Factor ,Humans ,Animals ,Cardiology and Cardiovascular Medicine ,Cells, Cultured ,Cell Proliferation - Abstract
Sushi, von Willebrand factor type A, EGF pentraxin domain-containing 1 (SVEP1), an extracellular matrix protein, is a human coronary artery disease locus that promotes atherosclerosis. We previously demonstrated that SVEP1 induces vascular smooth muscle cell (VSMC) proliferation and an inflammatory phenotype in the arterial wall to enhance the development of atherosclerotic plaque. The only receptor known to interact with SVEP1 is integrin α9β1, a cell surface receptor that is expressed by VSMCs and myeloid lineage-derived monocytes and macrophages. Our previous in vitro studies suggested that integrin α9β1 was necessary for SVEP1-induced VSMC proliferation and inflammation; however, the underlying mechanisms mediated by integrin α9β1 in these cell types during the development of atherosclerosis remain poorly understood.Here, using cell-specific gene targeting, we investigated the effects of the integrin α9β1 receptor on VSMCs and myeloid cells in mouse models of atherosclerosis. Interestingly, we found that depleting integrin α9β1 in either VSMCs or myeloid cells did not affect the formation or complexity of atherosclerotic plaque in vessels after either 8 or 16 weeks of high fat diet feeding.Our results indicate that integrin α9β1 in these two cell types does not mediate the in vivo effect of SVEP1 in the development of atherosclerosis. Instead, our results suggest either the presence of other potential receptor(s) or alternative integrin α9β1-expressing cell types responsible for SVEP1 induced signaling in the development of atherosclerosis.
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- 2022
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4. Author Correction: SVEP1 is an endogenous ligand for the orphan receptor PEAR1
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Jared S. Elenbaas, Upasana Pudupakkam, Katrina J. Ashworth, Chul Joo Kang, Ved Patel, Katherine Santana, In-Hyuk Jung, Paul C. Lee, Kendall H. Burks, Junedh M. Amrute, Robert P. Mecham, Carmen M. Halabi, Arturo Alisio, Jorge Di Paola, and Nathan O. Stitziel
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Multidisciplinary ,General Physics and Astronomy ,General Chemistry ,General Biochemistry, Genetics and Molecular Biology - Published
- 2023
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5. SVEP1 is an endogenous ligand for the orphan receptor PEAR1
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Jared S. Elenbaas, Upasana Pudupakkam, Katrina J. Ashworth, Chul Joo Kang, Ved Patel, Katherine Santana, In-Hyuk Jung, Paul C. Lee, Kendall H. Burks, Junedh M. Amrute, Robert P. Mecham, Carmen M. Halabi, Arturo Alisio, Jorge Di Paola, and Nathan O. Stitziel
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Multidisciplinary ,General Physics and Astronomy ,General Chemistry ,General Biochemistry, Genetics and Molecular Biology - Abstract
Sushi, von Willebrand factor type A, EGF and pentraxin domain containing 1 (SVEP1) is an extracellular matrix protein that causally promotes vascular disease and associates with platelet reactivity in humans. Here, using a human genomic and proteomic approach, we identify a high affinity, disease-relevant, and potentially targetable interaction between SVEP1 and the orphan receptor Platelet and Endothelial Aggregation Receptor 1 (PEAR1). This interaction promotes PEAR1 phosphorylation and disease associated AKT/mTOR signaling in vascular cells and platelets. Mice lacking SVEP1 have reduced platelet activation, and exogenous SVEP1 induces PEAR1-dependent activation of platelets. SVEP1 and PEAR1 causally and concordantly relate to platelet phenotypes and cardiovascular disease in humans, as determined by Mendelian Randomization. Targeting this receptor-ligand interaction may be a viable therapeutic strategy to treat or prevent cardiovascular and thrombotic disease.
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- 2023
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6. Targeting the Immune-Fibrosis Axis in Myocardial Infarction and Heart Failure
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Junedh M. Amrute, Xin Luo, Vinay Penna, Andrea Bredemeyer, Tracy Yamawaki, Gyu Seong Heo, Sally Shi, Andrew Koenig, Steven Yang, Farid Kadyrov, Cameran Jones, Christoph Kuppe, Benjamin Kopecky, Sikander Hayat, Pan Ma, Guoshai Feng, Yuriko Terada, Angela Fu, Milena Furtado, Daniel Kreisel, Nathan O. Stitziel, Chi-Ming Li, Rafael Kramann, Yongjian Liu, Brandon Ason, and Kory J. Lavine
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Cardiac fibrosis is causally linked to heart failure pathogenesis and adverse clinical outcomes. However, the precise fibroblast populations that drive fibrosis in the human heart and the mechanisms that govern their emergence remain incompletely defined. Here, we performed Cellular Indexing of Transcriptomes and Epitomes by sequencing (CITE-seq) in 22 explanted human hearts from healthy donors, acute myocardial infarction (MI), and chronic ischemic and non-ischemic cardiomyopathy patients. We identified a fibroblast trajectory marked by fibroblast activator protein (FAP) and periostin (POSTN) expression that was independent of myofibroblasts, peaked early after MI, remained elevated in chronic heart failure, and displayed a transcriptional signature consistent with fibrotic activity. We assessed the applicability of cardiac fibrosis models and demonstrated that mouse MI, angiotensin II/phenylephrine infusion, and pressure overload models were superior compared to cultured human heart and dermal fibroblasts in recapitulating cardiac fibroblast diversity including pathogenic cell states. Ligand-receptor analysis and spatial transcriptomics predicted interactions between macrophages, T cells, and fibroblasts within spatially defined niches. CCR2+monocyte and macrophage states were the dominant source of ligands targeting fibroblasts. Inhibition of IL-1β signaling to cardiac fibroblasts was sufficient to suppress fibrosis, emergence, and maturation of FAP+POSTN+fibroblasts. Herein, we identify a human fibroblast trajectory marked by FAP and POSTN expression that is associated with cardiac fibrosis and identify macrophage-fibroblast crosstalk mediated by IL-1β signaling as a key regulator of pathologic fibroblast differentiation and fibrosis.
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- 2022
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7. Defining Cardiac Recovery at Single Cell Resolution
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Junedh M. Amrute, Lulu Lai, Pan Ma, Andrew L. Koenig, Kenji Kamimoto, Andrea Bredemeyer, Thirupura S. Shankar, Christoph Kuppe, Farid F. Kadyrov, Linda J. Schulte, Dylan Stoutenburg, Benjamin J. Kopecky, Sutip Navankasattusas, Joseph Visker, Samantha A. Morris, Rafael Kramann, Florian Leuschner, Douglas L. Mann, Stavros G. Drakos, and Kory J. Lavine
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Recovery of cardiac function is the ultimate goal of heart failure therapy. Unfortunately, cardiac recovery remains a rare and poorly understood phemomenon. Herein, we performed single nucleus RNA-sequencing (snRNA-seq) from non-diseased donors and heart failure patients. By comparing patients who recovered LV systolic function following LV assist device implantation to those who did not recover and donors, we defined the cellular and transcriptional landscape and predictors of cardiac recovery. We sequenced 40 hearts and recovered 185,881 nuclei with 13 distinct cell types. Using pseudobulk differential expression analysis to explicate cell specific signatures of cardiac recovery, we observed that recovered cardiomyocytes do not revert to a normal state, and instead, retain transcriptional signatures observed in heart failure. Macrophages and fibroblasts displayed the strongest signatures of recovery. While some evidence of reversion to a normal state was observed, many heart failure associated genes remained elevated and recovery signatures were predominately indicative of a biological state that was unique from donor and heart failure conditions. Acquisition of recovery states was associated with improved LV systolic function. Pro-inflammatory macrophages and inflammatory signaling in fibroblasts were identified as negative predictors of recovery. We identified downregulation of RUNX1 transcriptional activity in macrophages and fibroblasts as a central event associated with and predictive of cardiac recovery. In silico perturbation of RUNX1 in macrophages and fibroblasts recapitulated the transcriptional state of cardiac recovery. This prediction was corroborated in a mouse model of cardiac recovery mediated by BRD4 inhibition where we observed a decrease in macrophage and fibroblast Runx1 expression, diminished chromatin accessibility within peaks linked to the Runx1 locus, and acquisition of recovery signatures. These findings suggest that cardiac recovery is a unique biological state and identify RUNX1 as a possible therapeutic target to facilitate cardiac recovery.
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- 2022
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8. Hypoxia Sensing in Resident Cardiac Macrophages Regulates Monocyte-Derived Macrophage Fate Specification following Myocardial Infarction
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Farid F. Kadyrov, Andrew L. Koenig, Junedh M. Amrute, Wenjun Li, Lulu Lai, Carla J. Weinheimer, Jessica M. Nigro, Attila Kovacs, Andrea L. Bredemeyer, Daniel Kreisel, and Kory J. Lavine
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Cardiac macrophages orchestrate inflammatory responses following myocardial injury and represent powerful determinants of cardiac tissue remodeling and outcomes. Following myocardial infarction, large numbers of monocytes are recruited to the heart, infiltrate into the myocardium, and differentiate into diverse populations of macrophages and dendritic cells with divergent inflammatory and reparative transcriptional signatures. The molecular mechanisms that drive monocyte fate decisions in the injured heart remained to be defined. Here, we tested the hypothesis that macrophage hypoxia sensing regulates monocyte differentiation and cardiac remodeling following myocardial infarction. Using a mouse model of ischemia reperfusion injury, we uncovered that deletion of the hypoxia sensor, Hif1a, in macrophages resulted in increased infarct size and accelerated adverse remodeling without impacting coronary angiogenesis. Single cell RNA sequencing revealed that loss of macrophage hypoxia sensing led to an overrepresentation of a subpopulation of monocyte-derived macrophages marked by Arginase 1 (Arg1) mRNA and protein expression. Trajectory and pathway enrichment analysis predicted that Arg1+ macrophages were derived from Ly6Chi monocytes and represented an early stage of macrophage differentiation and expressed genes associated with metabolism and inflammation. Conditional deletion of Hif1a in cardiac resident macrophages and not monocyte-derived macrophages resulted in increased Arg1+ macrophage abundance and was sufficient to increase infarct size and accelerate adverse remodeling. Collectively, these findings identify hypoxia sensing in resident cardiac macrophages as a non-cell autonomous mediator of monocyte fate specification and outcomes in the context of myocardial infarction.
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- 2022
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9. Demonstration of a Longitudinal Medical Education Model (LMEM) Model to Teach Point-of-Care Ultrasound in Resource-Limited Settings
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Gordon Johnson, George Daghlian, Gigi Liu, Lauren Uhr, Sanjay A Patel, Michael Yao, Benji K Mathews, Ricardo Henri, Kreegan Reierson, Ramya Deshpande, and Junedh M. Amrute
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Medical education ,Healthcare delivery ,Objective structured clinical examination ,business.industry ,Point of care ultrasound ,Health care ,Medicine ,Retrospective cohort study ,Training program ,business ,Educational program ,Limited resources - Abstract
Background: Short-term medical missions prevail as the most common form of international medical volunteerism, but they are ill-suited for medical education and training local providers in resource-limited settings. Objective: The purpose of this study is to evaluate the effectiveness of a longitudinal educational program in training clinicians how to perform point-of-care ultrasound (POCUS) in resource-limited clinics. Design: A retrospective study of a four-month POCUS training program was conducted with clinicians from a rural hospital in Haiti. The model included one-on-one, in-person POCUS teaching sessions by volunteer instructors from the United States and Europe. The Haitian trainees were assessed at the start of the program and at its conclusion by a direct objective structured clinical examination (OSCE), administered by the visiting instructors, with similar pre- and post- program ultrasound competency assessments. Results: Post-intervention, a significant improvement in POCUS competency was observed across six different fundamental areas of ultrasound (p < 0.0001). According to our objective structured clinical examination (OSCE), the mean assessment score increased from 0.47 to 1.68 out of a maximum score of 2 points, and each trainee showed significant overall improvement in POCUS competency independent of the initial competency pre-training (p < 0.005). There was a statistically significant improvement in POCUS application for five of the six medically relevant assessment categories tested. Conclusion: Our results provide a proof-of-concept for the longitudinal education-centered healthcare delivery framework in a resource-limited setting. Our longitudinal model provides local healthcare providers the skills to detect and diagnose significant pathologies, thereby reducing avoidable morbidity and mortality at little or no addition cost or risk to the patient. Furthermore, training local physicians obviates the need for frequent volunteering trips, saving costs in healthcare training and delivery.
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- 2020
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10. Cell specific peripheral immune responses predict survival in critical COVID-19 patients
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Junedh M. Amrute, Alexandra M. Perry, Gautam Anand, Carlos Cruchaga, Karl G. Hock, Christopher W. Farnsworth, Gwendalyn J. Randolph, Kory J. Lavine, and Ashley L. Steed
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Aged, 80 and over ,Male ,Immunity, Cellular ,Multidisciplinary ,SARS-CoV-2 ,Critical Illness ,COVID-19 ,Gene Expression ,Reproducibility of Results ,General Physics and Astronomy ,General Chemistry ,Middle Aged ,Prognosis ,General Biochemistry, Genetics and Molecular Biology ,Leukocytes, Mononuclear ,Humans ,Female ,Longitudinal Studies ,Single-Cell Analysis ,Transcriptome ,Aged - Abstract
SARS-CoV-2 triggers a complex systemic immune response in circulating blood mononuclear cells. The relationship between immune cell activation of the peripheral compartment and survival in critical COVID-19 remains to be established. Here we use single-cell RNA sequencing and Cellular Indexing of Transcriptomes and Epitomes by sequence mapping to elucidate cell type specific transcriptional signatures that associate with and predict survival in critical COVID-19. Patients who survive infection display activation of antibody processing, early activation response, and cell cycle regulation pathways most prominent within B-, T-, and NK-cell subsets. We further leverage cell specific differential gene expression and machine learning to predict mortality using single cell transcriptomes. We identify interferon signaling and antigen presentation pathways within cDC2 cells, CD14 monocytes, and CD16 monocytes as predictors of mortality with 90% accuracy. Finally, we validate our findings in an independent transcriptomics dataset and provide a framework to elucidate mechanisms that promote survival in critically ill COVID-19 patients. Identifying prognostic indicators among critical COVID-19 patients holds tremendous value in risk stratification and clinical management.
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- 2022
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11. Donor Macrophages Modulate Rejection after Heart Transplantation
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Peter O. Bayguinov, Kory J. Lavine, Andrew L. Koenig, Andrea L. Bredemeyer, Hao Dun, Jaj Fitzpatrick, Junedh M. Amrute, Yuriko Terada, Daniel Kreisel, C. Lin, Benjamin Kopecky, and C. Corbin Frye
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Graft Rejection ,Heart transplantation ,CCR2 ,Innate immune system ,Macrophages ,medicine.medical_treatment ,Mononuclear phagocyte system ,Biology ,Tissue Donors ,Mice, Inbred C57BL ,Transplantation ,Mice ,Immune system ,Physiology (medical) ,Myeloid Differentiation Factor 88 ,Immunology ,medicine ,Animals ,Heart Transplantation ,Humans ,Macrophage ,Cardiology and Cardiovascular Medicine ,Antigen-presenting cell - Abstract
Background: Cellular rejection after heart transplantation imparts significant morbidity and mortality. Current immunosuppressive strategies are imperfect, target recipient T cells, and have adverse effects. The innate immune response plays an essential role in the recruitment and activation of T cells. Targeting the donor innate immune response would represent the earliest interventional opportunity within the immune response cascade. There is limited knowledge about donor immune cell types and functions in the setting of cardiac transplantation, and no current therapeutics exist for targeting these cell populations. Methods: Using genetic lineage tracing, cell ablation, and conditional gene deletion, we examined donor mononuclear phagocyte diversity and macrophage function during acute cellular rejection of transplanted hearts in mice. We performed single-cell RNA sequencing on donor and recipient macrophages and monocytes at multiple time points after transplantation. On the basis of our imaging and single-cell RNA sequencing data, we evaluated the functional relevance of donor CCR2 + (C-C chemokine receptor 2) and CCR2 − macrophages using selective cell ablation strategies in donor grafts before transplant. Last, we performed functional validation that donor macrophages signal through MYD88 (myeloid differentiation primary response protein 88) to facilitate cellular rejection. Results: Donor macrophages persisted in the rejecting transplanted heart and coexisted with recipient monocyte-derived macrophages. Single-cell RNA sequencing identified donor CCR2 + and CCR2 − macrophage populations and revealed remarkable diversity among recipient monocytes, macrophages, and dendritic cells. Temporal analysis demonstrated that donor CCR2 + and CCR2 − macrophages were transcriptionally distinct, underwent significant morphologic changes, and displayed unique activation signatures after transplantation. Although selective depletion of donor CCR2 − macrophages reduced allograft survival, depletion of donor CCR2 + macrophages prolonged allograft survival. Pathway analysis revealed that donor CCR2 + macrophages are activated through MYD88/nuclear factor kappa light chain enhancer of activated B cells signaling. Deletion of MYD88 in donor macrophages resulted in reduced antigen-presenting cell recruitment, reduced ability of antigen-presenting cells to present antigen to T cells, decreased emergence of allograft-reactive T cells, and extended allograft survival. Conclusions: Distinct populations of donor and recipient macrophages coexist within the transplanted heart. Donor CCR2 + macrophages are key mediators of allograft rejection, and deletion of MYD88 signaling in donor macrophages is sufficient to suppress rejection and extend allograft survival. This highlights the therapeutic potential of donor heart–based interventions.
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- 2021
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12. Abstract 119: Donor Macrophages Modulate Cellular Rejection After Heart Transplantation
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Kory J. Lavine, Benjamin Kopecky, C. Corbin Frye, Hao Dun, Junedh M. Amrute, and Daniel Kreisel
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Heart transplantation ,Physiology ,business.industry ,medicine.medical_treatment ,Immunology ,Medicine ,hemic and immune systems ,Cardiology and Cardiovascular Medicine ,business - Abstract
Heart transplant rejection is common and is associated with significant morbidity and mortality. Current immunosuppressive therapies primarily target recipient T-cells and have a multitude of untoward effects including infections, malignancies, and end-organ damage. Recent studies implicate the roles of antigen presenting cells towards pathogenesis of allograft rejection through recruitment and activation of T-cells. The importance of antigen presenting cell origin, identity, and functional importance remains unknown. Using complimentary imaging and single cell RNA sequencing techniques, we show that donor and recipient monocytes and macrophages co-exist after heart transplantation. These myeloid populations have diverse transcriptional signatures that evolve throughout ongoing rejection. Donor macrophages can be defined ontologically and based on their expression of C-C chemokine receptor 2 (CCR2) and expression of MHC-II. Donor CCR2+ and CCR2- populations can be further defined based on their gene expression profiles, highlighting the marked heterogeneity in the donor macrophage population. Selective depletion of CCR2+ macrophages result in prolonged allograft survival. We use longitudinal single cell RNA sequencing to show that donor CCR2+ and CCR2- macrophages have distinct activation mechanisms such that donor CCR2+ macrophages signal through MyD88/NF-kB. Conditional depletion of MyD88 in donor macrophages recapitulates the donor CCR2+ depletion phenotype. Further interrogation of MyD88 conditionally depleted allografts shows reduced T-cell alloreactivity, holding promise for a potential therapeutic target pathway. Together, we show the molecular identity, diversity, and evolution of donor and recipient monocytes and macrophages as well as the functional relevance and activation pathways of donor macrophages in cardiac allografts.
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- 2021
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13. Abstract MP07: Multi Omic Atlas Of Human Coronary Artery Disease
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Junedh M Amrute, Andrea Bredemeyer, Xin Luo, Tracy Yamawaki, Andrew Koenig, Cameran Jones, Simon Jackson, Milena B Furtado, Sally Shi, Chi-Ming Li, Brandon Ason, Nathan O Stitziel, and Kory J Lavine
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Cardiology and Cardiovascular Medicine - Abstract
Previous human genetic studies have provided insight into the genes and pathways involved in atherosclerotic CAD, however, there remains an incomplete understanding of the precise cell types that drive disease pathogenesis. To generate a cellular atlas for CAD, we performed CITE-seq on left human coronary arteries with obstructive CAD (n=5), CAD with coronary stenting (n=4), or controls without CAD (n=5); single-nuclei RNA sequencing was performed on a subset (n=4) of these samples. Standard histopathology was used to assess the degree of atherosclerotic plaque burden and annotate disease status (Fig b). Sequencing yielded 65,437 cells with 23 distinct cell types (Fig a) and canonical marker genes (Fig c). Within the stroma we found prominent transcriptional changes in endothelial cells and fibroblasts along with the emergence of a modulated smooth muscle cell (SMC) state in CAD tissue. The modulated SMC cells were enriched with fibroblast activator protein surface expression. Additionally, we noted the emergence of a proliferative SMC population in stented arteries. Two distinct fibroblast populations were present: one was specific to coronary arteries in GTEx and this population was enriched for SVEP1 expression in the CAD samples. Furthermore, pseudotime analysis and integration of published single-cell SMC lineage tracing data in atherosclerotic mice show that this population is SMC-derived. Within the immune cells, we find expansion of B- and T-cell populations with transcriptional changes within myeloid subsets. We found 4 distinct macrophage populations: inflammatory, TREM2, HLA-II high, and resident-like macrophages. CAD macrophages had enriched inflammatory and foam-cell like signatures compared to controls. Furthermore, foam cell genes were localized to the inflammatory and TREM2 macrophages. Together, our results provide the first multi-omic single cell atlas of human coronary artery tissue with insights into disease pathogenesis.
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- 2021
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14. Derivation of extra-embryonic and intra-embryonic macrophage lineages from human pluripotent stem cells
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Andrea L. Bredemeyer, Junedh M. Amrute, Andrew L. Koenig, Rachel A. Idol, Li He, Stephanie A. Luff, Carissa Dege, Jamison M. Leid, Joel D. Schilling, J. Travis Hinson, Mary C. Dinauer, Christopher M. Sturgeon, and Kory J. Lavine
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Pluripotent Stem Cells ,Macrophages ,Human Development ,Homeostasis ,Humans ,Cell Differentiation ,Molecular Biology ,Developmental Biology ,Hematopoiesis - Abstract
Tissue-resident macrophages are increasingly recognized as important determinants of organ homeostasis, tissue repair, remodeling and regeneration. Although the ontogeny and function of tissue-resident macrophages has been identified as distinct from postnatal hematopoiesis, the inability to specify, in vitro, similar populations that recapitulate these developmental waves has limited our ability to study their function and potential for regenerative applications. We took advantage of the concept that tissue-resident macrophages and monocyte-derived macrophages originate from distinct extra-embryonic and definitive hematopoietic lineages to devise a system to generate pure cultures of macrophages that resemble tissue-resident or monocyte-derived subsets. We demonstrate that human pluripotent stem cell-derived extra-embryonic-like and intra-embryonic-like hematopoietic progenitors differentiate into morphologically, transcriptionally and functionally distinct macrophage populations. Single-cell RNA sequencing of developing and mature cultures uncovered distinct developmental trajectories and gene expression programs of macrophages derived from extra-embryonic-like and intra-embryonic-like hematopoietic progenitors. These findings establish a resource for the generation of human tissue resident-like macrophages to study their specification and function under defined conditions and to explore their potential use in tissue engineering and regenerative medicine applications.
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- 2021
15. Single Cell Transcriptomics Reveals Cell Type Specific Diversification in Human Heart Failure
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Geetika Bajpai, Cameran Jones, Konstantin Zaitsev, Andrew L. Koenig, Gabriella Smith, Junedh M. Amrute, Maxim N. Artyomov, Stacey Rentschler, Irina Shchukina, Kory J. Lavine, Lulu Lai, Emily Terrebonne, Prabhakar S. Andhey, and Andrea L. Bredemeyer
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Transcriptome ,medicine.anatomical_structure ,Heart failure ,Cell ,Gene expression ,medicine ,RNA ,Human heart ,Disease ,Biology ,medicine.disease ,Nucleus ,Cell biology - Abstract
Heart failure represents a major cause of morbidity and mortality worldwide. Single cell transcriptomics have revolutionized our understanding of cell composition and associated gene expression across human tissues. Through integrated analysis of single cell and single nucleus RNA sequencing data generated from 45 individuals, we define the cell composition of the healthy and failing human heart. We identify cell specific transcriptional signatures of heart failure and reveal the emergence of disease associated cell states. Intriguingly, cardiomyocytes converge towards a common disease associated cell state, while fibroblasts and myeloid cells undergo dramatic diversification. Endothelial cells and pericytes display global transcriptional shifts without changes in cell complexity. Collectively, our findings provide a comprehensive analysis of the cellular and transcriptomic landscape of human heart failure, identify cell type specific transcriptional programs and states associated with disease, and establish a valuable resource for the investigation of human heart failure.
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- 2021
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16. Demonstration of a Longitudinal Action Medical Mission (LAMM) Model to Teach Point-of-Care Ultrasound in Resource-Limited Settings
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George Daghlian, Kreegan Reierson, Benji K Mathews, Gigi Liu, Gordon Johnson, Junedh M. Amrute, Michael Yao, Ricardo Henri, Sanjay A Patel, Lauren Uhr, and Ramya Deshpande
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business.industry ,Objective structured clinical examination ,Point of care ultrasound ,education ,Retrospective cohort study ,medicine.disease ,Action (philosophy) ,Health care ,Medicine ,Medical emergency ,business ,Training program ,Limited resources ,Educational program - Abstract
BACKGROUNDShort-term medical missions prevail as the most common form of international medical volunteerism, but they are ill-suited for medical education and training local providers in resource-limited settings.OBJECTIVEThe purpose of this study is to evaluate the effectiveness of a longitudinal educational program in training clinicians how to perform point-of-care ultrasound (POCUS) in resource-limited clinics.DESIGNA retrospective study of such a four-month POCUS training program was conducted with clinicians from a rural hospital in Haiti. The model included one-on-one, in-person POCUS teaching sessions by volunteer instructors from the United States and Europe. The Haitian trainees were assessed at the start of the program and at its conclusion by a direct objective structured clinical examination (OSCE), administered by the visiting instructors, with similar pre- and post-program ultrasound competency assessments.RESULTSPost-intervention, a significant improvement was observed (p < 0.0001), and each trainee showed significant overall improvement in POCUS competency independent of the initial competency pre-training (p < 0.005). There was a statistically significant improvement in POCUS application for five of the six medically relevant assessment categories tested.CONCLUSIONOur results provide a proof-of-concept for the longitudinal education-centered healthcare delivery framework in a resource-limited setting. Our longitudinal model provides local healthcare providers the skills to detect and diagnose significant pathologies, thereby reducing avoidable morbidity and mortality at little or no addition cost or risk to the patient. Furthermore, training local physicians obviates the need for frequent volunteering trips, saving costs in healthcare training and delivery.
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- 2020
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17. Multilayer flow modulator enhances vital organ perfusion in patients with type B aortic dissection
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Farhad Rikhtegar Nezami, Junedh M. Amrute, Lambros S. Athanasiou, and Elazer R. Edelman
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Patient-Specific Modeling ,medicine.medical_specialty ,Time Factors ,Computed Tomography Angiography ,Physiology ,0206 medical engineering ,02 engineering and technology ,030204 cardiovascular system & hematology ,Prosthesis Design ,Aortography ,Blood Vessel Prosthesis Implantation ,03 medical and health sciences ,0302 clinical medicine ,Physiology (medical) ,Internal medicine ,Humans ,Medicine ,In patient ,Vital organ ,Aortic dissection ,business.industry ,Type B aortic dissection ,Hemodynamics ,Models, Cardiovascular ,medicine.disease ,020601 biomedical engineering ,Aortic Aneurysm ,Blood Vessel Prosthesis ,Aortic Dissection ,Treatment Outcome ,Flow (mathematics) ,Regional Blood Flow ,Physiological flow ,Hydrodynamics ,Cardiology ,Radiographic Image Interpretation, Computer-Assisted ,Cardiology and Cardiovascular Medicine ,business ,Perfusion ,Blood Flow Velocity ,Research Article - Abstract
Management of aortic dissections (AD) is still challenging, with no universally approved guideline among possible surgical, endovascular, or medical therapies. Approximately 25% of patients with AD suffer postintervention malperfusion syndrome or hemodynamic instability, with the risk of sudden death if left untreated. Part of the issue is that vascular implants may themselves induce flow disturbances that critically impact vital organs. A multilayer mesh construct might obviate the induced flow disturbances, and it is this concept we investigated. We used preintervention and post-multilayer flow modulator implantation (PM) geometries from clinical cases of type B AD. In-house semiautomatic segmentation routines were applied to computed tomography images to reconstruct the lumen. The device was numerically reconstructed and adapted to the PM geometry concentrically fit to the true lumen centerline. We also numerically designed a pseudohealthy case, where the geometry of the aorta was extracted interpolating geometric features of preintervention, postimplantation, and published representative healthy volunteers. Computational fluid dynamics methods were used to study the time-dependent flow patterns, shear stress metrics, and perfusion to vital organs. A three-element Windkessel lumped parameter module was coupled to a finite-volume solver to assign dynamic outlet boundary conditions. Multilayer flow modulator not only significantly reduced false lumen blood flow, eliminated local flow disturbances, and globally regulated wall shear stress distribution but also maintained physiological perfusion to peripheral vital organs. We propose further investigation to focus the management of AD on both modulation of blood flow and restoration of physiologic end-organ perfusion rather than mere restoration of vascular lamina morphology. NEW & NOTEWORTHY The majority of aortic dissection modeling efforts have focused on the maintenance of physiological flow using minimally invasive placed grafts. The multilayer flow modulator is a complex mesh construct of wires, designed to eliminate flow disruptions in the lumen, regulate the physiological wall stresses, and enhance endothelial function and offering the promise of improved perfusion of vital organs. This has never been fully proved or modeled, and these issues we confirmed using a dynamic framework of time-varying arterial waveforms.
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- 2018
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18. Automated Segmentation of Bioresorbable Vascular Scaffold Struts in Intracoronary Optical Coherence Tomography Images
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Junedh M. Amrute, Elazer R. Edelman, Farhad Rikhtegar, Tamara Garcia Camarero, Lambros S. Athanasiou, José M. de la Torre Hernández, and Massachusetts Institute of Technology. Institute for Medical Engineering & Science
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genetic structures ,medicine.diagnostic_test ,Computer science ,Automated segmentation ,k-means clustering ,Image segmentation ,030204 cardiovascular system & hematology ,01 natural sciences ,Article ,010309 optics ,03 medical and health sciences ,0302 clinical medicine ,Optical coherence tomography ,0103 physical sciences ,medicine ,Segmentation ,Cluster analysis ,F1 score ,Biomedical engineering ,Bioresorbable vascular scaffold - Abstract
Bioresorbable vascular scaffolds (BVS), the next step in the continuum of minimally invasive vascular interventions present new opportunities for patients and clinicians but challenges as well. As they are comprised of polymeric materials standard imaging is challenging. This is especially problematic as modalities like optical coherence tomography (OCT) become more prevalent in cardiology. OCT, a light-based intracoronary imaging technique, provides cross-sectional images of plaque and luminal morphology. Until recently segmentation of OCT images for BVS struts was performed manually by experts. However, this process is time consuming and not tractable for large amounts of patient data. Several automated methods exist to segment metallic stents, which do not apply to the newer BVS. Given this current limitation coupled with the emerging popularity of the BVS technology, it is crucial to develop an automated methodology to segment BVS struts in OCT images. The objective of this paper is to develop a novel BVS strut detection method in intracoronary OCT images. First, we pre-process the image to remove imaging artifacts. Then, we use a K-means clustering algorithm to automatically segment the image. Finally, we isolate the stent struts from the rest of the image. The accuracy of the proposed method was evaluated using expert estimations on 658 annotated images acquired from 7 patients at the time of coronary arterial interventions. Our proposed methodology has a positive predictive value of 0.93, a Pearson Correlation coefficient of 0.94, and a F1 score of 0.92. The proposed methodology allows for rapid, accurate, and fully automated segmentation of BVS struts in OCT images., National Institutes of Health (U.S.) (Grant GM 49039)
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- 2017
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19. Polymeric endovascular strut and lumen detection algorithm for intracoronary optical coherence tomography images
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Lambros S. Athanasiou, Tamara Garcia Camarero, Farhad Rikhtegar, Junedh M. Amrute, José M. de la Torre Hernández, and Elazer R. Edelman
- Subjects
Polymers ,Computer science ,Research Papers: Imaging ,Biomedical Engineering ,Lumen (anatomy) ,030204 cardiovascular system & hematology ,Prosthesis Design ,030218 nuclear medicine & medical imaging ,Biomaterials ,03 medical and health sciences ,0302 clinical medicine ,Optical coherence tomography ,medicine ,Humans ,Segmentation ,medicine.diagnostic_test ,business.industry ,Endovascular Procedures ,Image segmentation ,3D modeling ,Coronary Vessels ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Visualization ,Implant ,business ,Algorithm ,Algorithms ,Tomography, Optical Coherence ,Automated method - Abstract
Polymeric endovascular implants are the next step in minimally invasive vascular interventions. As an alternative to traditional metallic drug-eluting stents, these often-erodible scaffolds present opportunities and challenges for patients and clinicians. Theoretically, as they resorb and are absorbed over time, they obviate the long-term complications of permanent implants, but in the short-term visualization and therefore positioning is problematic. Polymeric scaffolds can only be fully imaged using optical coherence tomography (OCT) imaging—they are relatively invisible via angiography—and segmentation of polymeric struts in OCT images is performed manually, a laborious and intractable procedure for large datasets. Traditional lumen detection methods using implant struts as boundary limits fail in images with polymeric implants. Therefore, it is necessary to develop an automated method to detect polymeric struts and luminal borders in OCT images; we present such a fully automated algorithm. Accuracy was validated using expert annotations on 1140 OCT images with a positive predictive value of 0.93 for strut detection and an [Formula: see text] correlation coefficient of 0.94 between detected and expert-annotated lumen areas. The proposed algorithm allows for rapid, accurate, and automated detection of polymeric struts and the luminal border in OCT images.
- Published
- 2018
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