1
|
Lin L, Yang J, Fu W, Liu X, Liu Y, Zou L. Association between neutrophil-to-lymphocyte ratio and short-term all-cause mortality in patients with cerebrovascular disease admitted to the intensive care unit-a study based on the MIMIC-IV database. Front Med (Lausanne) 2024; 11:1457364. [PMID: 39416871 PMCID: PMC11480710 DOI: 10.3389/fmed.2024.1457364] [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: 07/03/2024] [Accepted: 09/18/2024] [Indexed: 10/19/2024] Open
Abstract
Background Inflammation plays a crucial role in cerebrovascular disease (CVD) progression. Neutrophil-to-lymphocyte ratio (NLR) is an important inflammatory marker, though its diagnostic role in CVD is still under investigation. This study evaluates the relationship between NLR and short-term all-cause mortality in patients with CVD admitted to the intensive care unit (ICU). Methods We conducted a retrospective study using data from the Medical Information Mart for Intensive Care (MIMIC-IV) (v2.2) database, including 4,327 adult ICU-admitted CVD patients. NLR values at admission were analyzed alongside various mortality variables. Multivariate Cox proportional hazards regression models and Kaplan-Meier (K-M) survival curves assessed the relationship between NLR and short-term all-cause mortality. Predictive power, sensitivity, specificity, and area under the curve (AUC) of NLR for short-term mortality were investigated using Receiver Operating Characteristic (ROC) analysis. Additionally, restricted cubic spline (RCS) curves and subgroup analyses were conducted. Results Among the 4,327 patients, 3,600 survived (survival group) and 727 died (non-survival group) within 28 days of admission (mortality rate: 16.8%). A multivariate Cox regression analysis identified NLR as an independent predictor of 28-day all-cause mortality (hazard ratio: 1.013; 95% confidence interval: 1.0086-1.0188; p < 0.001). The predictive model, incorporating NLR, age, gender, BMI, Charlson comorbidity index (CCI), WBC counts, Platelet, INR, and CRP, achieved an AUC of 0.686 (95% confidence interval: 0.665-0.70). While platelet-to-lymphocyte ratio was also analyzed, its predictive efficiency was less pronounced compared to NLR. A best NLR threshold of 6.19 was determined, distinguishing survivors from non-survivors. Kaplan-Meier survival curves showed that patients with NLR ≥ 6.19 had significantly lower survival rates at 7-, 14-, 21-, and 28-days. Subgroup analyses indicated that NLR did not significantly interact with most subgroups. Conclusion NLR may serve as an independent predictor for short-term all-cause mortality in ICU-admitted CVD patients, enhancing our understanding of the association between inflammatory biomarkers and CVD prognosis.
Collapse
Affiliation(s)
- Lin Lin
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Jingyue Yang
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Wenning Fu
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xi Liu
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Yumin Liu
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Li Zou
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| |
Collapse
|
2
|
Ransegnola BP, Pattarabanjird T, McNamara CA. Tipping the Scale: Atheroprotective IgM-Producing B Cells in Atherosclerosis. Arterioscler Thromb Vasc Biol 2024; 44:1906-1915. [PMID: 39022832 PMCID: PMC11338718 DOI: 10.1161/atvbaha.124.319847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Atherosclerosis is a chronic inflammatory disease whose progression is fueled by proinflammatory moieties and limited by anti-inflammatory mediators. Whereas oxidative damage and the generation of oxidation-specific epitopes that act as damage-associated molecular patterns are highly inflammatory, IgM antibodies produced by B-1 and marginal zone B cells counteract unrestricted inflammation by neutralizing and encouraging clearance of these proinflammatory signals. In this review, we focus on describing the identities of IgM-producing B cells in both mice and humans, elaborating the mechanisms underlying IgM production, and discussing the potential strategies to augment the production of atheroprotective IgM. In addition, we will discuss promising therapeutic interventions in humans to help tip the scale toward augmentation of IgM production and to provide atheroprotection.
Collapse
Affiliation(s)
- Brett Patrick Ransegnola
- Medical Scientist Training Program, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Department of Pathology, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Beirne B. Carter Immunology Center, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Tanyaporn Pattarabanjird
- Medical Scientist Training Program, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Beirne B. Carter Immunology Center, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Coleen A. McNamara
- Beirne B. Carter Immunology Center, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| |
Collapse
|
3
|
Mattos MS, Vandendriessche S, Waisman A, Marques PE. The immunology of B-1 cells: from development to aging. Immun Ageing 2024; 21:54. [PMID: 39095816 PMCID: PMC11295433 DOI: 10.1186/s12979-024-00455-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 07/17/2024] [Indexed: 08/04/2024]
Abstract
B-1 cells have intricate biology, with distinct function, phenotype and developmental origin from conventional B cells. They generate a B cell receptor with conserved germline characteristics and biased V(D)J recombination, allowing this innate-like lymphocyte to spontaneously produce self-reactive natural antibodies (NAbs) and become activated by immune stimuli in a T cell-independent manner. NAbs were suggested as "rheostats" for the chronic diseases in advanced age. In fact, age-dependent loss of function of NAbs has been associated with clinically-relevant diseases in the elderly, such as atherosclerosis and neurodegenerative disorders. Here, we analyzed comprehensively the ontogeny, phenotypic characteristics, functional properties and emerging roles of B-1 cells and NAbs in health and disease. Additionally, after navigating through the complexities of B-1 cell biology from development to aging, therapeutic opportunities in the field are discussed.
Collapse
Affiliation(s)
- Matheus Silvério Mattos
- Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Louvain, Belgium
| | - Sofie Vandendriessche
- Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Louvain, Belgium
| | - Ari Waisman
- Institute for Molecular Medicine, University Medical Centre of the Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Pedro Elias Marques
- Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Louvain, Belgium.
| |
Collapse
|
4
|
Meher AK, McNamara CA. B-1 lymphocytes in adipose tissue as innate modulators of inflammation linked to cardiometabolic disease. Immunol Rev 2024; 324:95-103. [PMID: 38747455 PMCID: PMC11262958 DOI: 10.1111/imr.13342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
Fat is stored in distinct depots with unique features in both mice and humans and B cells reside in all adipose depots. We have shown that B cells modulate cardiometabolic disease through activities in two of these key adipose depots: visceral adipose tissue (VAT) and perivascular adipose tissue (PVAT). VAT refers to the adipose tissue surrounding organs, within the abdomen and thorax, and is comprised predominantly of white adipocytes. This depot has been implicated in mediating obesity-related dysmetabolism. PVAT refers to adipose tissue surrounding major arteries. It had long been thought to exist to provide protection and insulation for the vessel, yet recent work demonstrates an important role for PVAT in harboring immune cells, promoting their function and regulating the biology of the underlying vessel. The role of B-2 cells and adaptive immunity in adipose tissue biology has been nicely reviewed elsewhere. Given that, the predominance of B-1 cells in adipose tissue at homeostasis, and the emerging role of B-1 cells in a variety of disease states, we will focus this review on how B-1 cells function in VAT and PVAT depots to promote homeostasis and limit inflammation linked to cardiometabolic disease and factors that regulate this function.
Collapse
Affiliation(s)
- Akshaya K. Meher
- Department of Microbiology and Immunology, Brody School of Medicine, East Carolina University, Greenville, North Carolina, USA
| | - Coleen A. McNamara
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
| |
Collapse
|
5
|
Ma J, Wang X, Jia Y, Tan F, Yuan X, Du J. The roles of B cells in cardiovascular diseases. Mol Immunol 2024; 171:36-46. [PMID: 38763105 DOI: 10.1016/j.molimm.2024.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 04/30/2024] [Accepted: 05/04/2024] [Indexed: 05/21/2024]
Abstract
Damage to the heart can start the repair process and cause cardiac remodeling. B cells play an important role in this process. B cells are recruited to the injured place and activate cardiac remodeling through secreting antibodies and cytokines. Different types of B cells showed specific functions in the heart. Among all types of B cells, heart-associated B cells play a vital role in the heart by secreting TGFβ1. B cells participate in the activation of fibroblasts and promote cardiac fibrosis. Four subtypes of B cells in the heart revealed the relationship between the B cells' heterogeneity and cardiac remodeling. Many cardiovascular diseases like atherosclerosis, heart failure (HF), hypertension, myocardial infarction (MI), and dilated cardiomyopathy (DCM) are related to B cells. The primary mechanisms of these B cell-related activities will be discussed in this review, which may also suggest potential novel therapeutic targets.
Collapse
Affiliation(s)
- Jian Ma
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaotong Wang
- Department of Pediatrics, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Yuewang Jia
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Fangyan Tan
- Department of Nephrology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xin Yuan
- Department of Nephrology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
| | - Jianlin Du
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
| |
Collapse
|
6
|
Daley AD, Bénézech C. Fat-associated lymphoid clusters: Supporting visceral adipose tissue B cell function in immunity and metabolism. Immunol Rev 2024; 324:78-94. [PMID: 38717136 DOI: 10.1111/imr.13339] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/09/2024] [Indexed: 07/23/2024]
Abstract
It is now widely understood that visceral adipose tissue (VAT) is a highly active and dynamic organ, with many functions beyond lipid accumulation and storage. In this review, we discuss the immunological role of this tissue, underpinned by the presence of fat-associated lymphoid clusters (FALCs). FALC's distinctive structure and stromal cell composition support a very different immune cell mix to that found in classical secondary lymphoid organs, which underlies their unique functions of filtration, surveillance, innate-like immune responses, and adaptive immunity within the serous cavities. FALCs are important B cell hubs providing B1 cell-mediated frontline protection against infection and supporting B2 cell-adaptative immune responses. Beyond these beneficial immune responses orchestrated by FALCs, immune cells within VAT play important homeostatic role. Dysregulation of immune cells during obesity and aging leads to chronic pathological "metabolic inflammation", which contributes to the development of cardiometabolic diseases. Here, we examine the emerging and complex functions of B cells in VAT homeostasis and the metabolic complications of obesity, highlighting the potential role that FALCs play and emphasize the areas where further research is needed.
Collapse
Affiliation(s)
- Alexander D Daley
- Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Cécile Bénézech
- Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| |
Collapse
|
7
|
Pattarabanjird T, Srikakulapu P, Ransegnola B, Marshall MA, Ghosheh Y, Gulati R, Durant C, Drago F, Taylor AM, Ley K, McNamara CA. Single-cell profiling of CD11c+ B cells in atherosclerosis. Front Immunol 2024; 14:1296668. [PMID: 38259450 PMCID: PMC10800418 DOI: 10.3389/fimmu.2023.1296668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/06/2023] [Indexed: 01/24/2024] Open
Abstract
Circulating CD11c+ B cells, a novel subset of activated B cells, have been linked to autoimmunity and shown to expand with age. Atherosclerosis is an age-associated disease that involves innate and adaptive immune responses to modified self-antigens. Yet, the expression of CD11c on specific B-cell subtypes and its link to atherosclerosis are poorly understood. In this study, we characterized the frequency of CD11c+ B cells in tissues in mice with aging. We observed an age-associated increase in CD11c+ B cells in the spleen and bone marrow of ApoE-/- mice, and this was associated with an increase in aortic plaque. In addition, we also utilized single-cell multi-omics profiling of 60 human subjects undergoing advanced imaging for coronary artery disease (CAD) to subtype CD11c+ B cells and determine their frequency in subjects with high and low severity of CAD. Using unsupervised clustering, we identified four distinct clusters of CD11c+ B cells, which include CD27 and IgD double negative 2 (DN2), age-associated (ABC), CD11c+ unswitched memory (USWM), and activated Naïve (aNav) B cells. We observed an increase in the frequency of both ABC B cells and DN2 B cells in patients with high CAD severity. Pathway analysis further demonstrated augmentation of autophagy, IFNg signaling, and TLR signaling in DN2 cells in high-severity CAD patients. On the other hand, an increase in the negative regulator of BCR signaling through CD72 was found in ABC cells in low-severity CAD patients. Through investigating scRNAseq of atheroma, these DN2 cells were also found to infiltrate human coronary atheroma.
Collapse
Affiliation(s)
- Tanyaporn Pattarabanjird
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
- Division of Cardiovascular Medicine/Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Prasad Srikakulapu
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
| | - Brett Ransegnola
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
- Division of Cardiovascular Medicine/Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Melissa A. Marshall
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
| | - Yanal Ghosheh
- La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Rishab Gulati
- La Jolla Institute for Immunology, La Jolla, CA, United States
| | | | - Fabrizio Drago
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
| | - Angela M. Taylor
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
- Division of Cardiovascular Medicine/Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Klaus Ley
- Immunology Center of Georgia, Augusta University, Augusta, GA, United States
| | - Coleen A. McNamara
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
- Division of Cardiovascular Medicine/Department of Medicine, University of Virginia, Charlottesville, VA, United States
| |
Collapse
|
8
|
Cimen I, Natarelli L, Abedi Kichi Z, Henderson JM, Farina FM, Briem E, Aslani M, Megens RTA, Jansen Y, Mann-Fallenbuchel E, Gencer S, Duchêne J, Nazari-Jahantigh M, van der Vorst EPC, Enard W, Döring Y, Schober A, Santovito D, Weber C. Targeting a cell-specific microRNA repressor of CXCR4 ameliorates atherosclerosis in mice. Sci Transl Med 2023; 15:eadf3357. [PMID: 37910599 DOI: 10.1126/scitranslmed.adf3357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 10/13/2023] [Indexed: 11/03/2023]
Abstract
The CXC chemokine receptor 4 (CXCR4) in endothelial cells (ECs) and vascular smooth muscle cells (VSMCs) is crucial for vascular integrity. The atheroprotective functions of CXCR4 in vascular cells may be counteracted by atherogenic functions in other nonvascular cell types. Thus, strategies for cell-specifically augmenting CXCR4 function in vascular cells are crucial if this receptor is to be useful as a therapeutic target in treating atherosclerosis and other vascular disorders. Here, we identified miR-206-3p as a vascular-specific CXCR4 repressor and exploited a target-site blocker (CXCR4-TSB) that disrupted the interaction of miR-206-3p with CXCR4 in vitro and in vivo. In vitro, CXCR4-TSB enhanced CXCR4 expression in human and murine ECs and VSMCs to modulate cell viability, proliferation, and migration. Systemic administration of CXCR4-TSB in Apoe-deficient mice enhanced Cxcr4 expression in ECs and VSMCs in the walls of blood vessels, reduced vascular permeability and monocyte adhesion to endothelium, and attenuated the development of diet-induced atherosclerosis. CXCR4-TSB also increased CXCR4 expression in B cells, corroborating its atheroprotective role in this cell type. Analyses of human atherosclerotic plaque specimens revealed a decrease in CXCR4 and an increase in miR-206-3p expression in advanced compared with early lesions, supporting a role for the miR-206-3p-CXCR4 interaction in human disease. Disrupting the miR-206-3p-CXCR4 interaction in a cell-specific manner with target-site blockers is a potential therapeutic approach that could be used to treat atherosclerosis and other vascular diseases.
Collapse
Affiliation(s)
- Ismail Cimen
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Lucia Natarelli
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Zahra Abedi Kichi
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - James M Henderson
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
| | - Floriana M Farina
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
| | - Eva Briem
- Anthropology and Human Genomics, Faculty of Biology, Ludwig-Maximilians-Universität München, 85152 Planegg-Martinsried, Germany
| | - Maria Aslani
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Remco T A Megens
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
- Department of Biomedical Engineering, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, 6200 MD Maastricht, Netherlands
| | - Yvonne Jansen
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Elizabeth Mann-Fallenbuchel
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Selin Gencer
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
| | - Johan Duchêne
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
| | - Maliheh Nazari-Jahantigh
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
| | - Emiel P C van der Vorst
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, 52074 Aachen, Germany
- Interdisciplinary Center for Clinical Research (IZKF), RWTH Aachen University, 52062 Aachen, Germany
| | - Wolfgang Enard
- Anthropology and Human Genomics, Faculty of Biology, Ludwig-Maximilians-Universität München, 85152 Planegg-Martinsried, Germany
| | - Yvonne Döring
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
- Department of Angiology, Swiss Cardiovascular Center, Inselspital, University Hospital of Bern, 3010 Bern, Switzerland
| | - Andreas Schober
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
| | - Donato Santovito
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
- Institute of Genetic and Biomedical Research (IRGB), Unit of Milan, National Research Council (CNR), 20090 Milan, Italy
| | - Christian Weber
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, 80336 Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80336 Munich, Germany
- Department of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, 6229 HX Maastricht, Netherlands
- Munich Cluster for Systems Neurology (SyNergy), 81337 Munich, Germany
| |
Collapse
|
9
|
Stasevich EM, Zheremyan EA, Kuprash DV, Schwartz AM. Interaction Between Adipocytes and B Lymphocytes in Human Metabolic Diseases. BIOCHEMISTRY (MOSCOW) 2023; 88:280-288. [PMID: 37072333 DOI: 10.1134/s0006297923020104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2023]
Abstract
Diseases associated with the disorders of carbohydrate and lipid metabolism are widespread in the modern world. Interaction between the cells of adipose tissue - adipocytes - and immune system cells is an essential factor in pathogenesis of such diseases. Long-term increase in the glucose and fatty acid levels leads to adipocyte hypertrophy and increased expression of pro-inflammatory cytokines and adipokines by these cells. As a result, immune cells acquire a pro-inflammatory phenotype, and new leukocytes are recruited. Inflammation of adipose tissue leads to insulin resistance and stimulates formation of atherosclerotic plaques and development of autoimmunity. New studies show that different groups of B lymphocytes play an essential role in regulation of adipose tissue inflammation. Decrease in the number of B-2 lymphocytes suppresses development of a number of metabolic diseases, whereas decreased numbers of the regulatory B lymphocytes and B-1 lymphocytes are associated with more severe pathology. Recent studies showed that adipocytes influence B lymphocyte activity both directly and by altering activity of other immune cells. These findings provide better understanding of the molecular mechanisms of human pathologies associated with impaired carbohydrate and lipid metabolism, such as type 2 diabetes mellitus.
Collapse
Affiliation(s)
- Ekaterina M Stasevich
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia
| | - Elina A Zheremyan
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia
| | - Dmitriy V Kuprash
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia
| | - Anton M Schwartz
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia.
- Moscow Institute of Physics and Technology, Moscow, 141701, Russia
- Department of Human Biology, University of Haifa, Haifa, Israel
| |
Collapse
|
10
|
Bonney EA. A Framework for Understanding Maternal Immunity. Immunol Allergy Clin North Am 2023; 43:e1-e20. [PMID: 37179052 PMCID: PMC10484232 DOI: 10.1016/j.iac.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
This is an alternative and controversial framing of the data relevant to maternal immunity. It argues for a departure from classical theory to view, interrogate and interpret existing data.
Collapse
Affiliation(s)
- Elizabeth A Bonney
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Vermont Robert Larner College of Medicine, Given Building, Room C246, 89 Beaumont Avenue, Burlington, VT 05405, USA.
| |
Collapse
|
11
|
Wilhelmson AS, Johansson I, Fogelstrand L, Fagman JB, Arnal JF, Karlsson MCI, Tivesten Å. Deficiency of mature B cells does not alter the atherogenic response to castration in male mice. Sci Rep 2022; 12:12931. [PMID: 35902665 PMCID: PMC9334632 DOI: 10.1038/s41598-022-16846-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 07/18/2022] [Indexed: 11/09/2022] Open
Abstract
Testosterone deficiency in men is associated with increased atherosclerosis burden and increased cardiovascular risk. In male mice, testosterone deficiency induced by castration increases atherosclerosis as well as mature B cell numbers in spleen. As B cells are potentially pro-atherogenic, we hypothesized that there may be a link between these effects. To address whether mature B cell deficiency alter the atherogenic response to castration, we studied B cell-deficient μMT and genotype control male mice on an atherosclerosis-prone Apoe-/- background that were castrated or sham-operated pre-pubertally and fed a high-fat diet between 8 and 16 weeks of age to accelerate atherosclerosis development. Genotype did not affect the effects of castration on body weight or weights of fat depots and there were no differences in serum cholesterol levels across the four groups. Atherosclerosis assessed by quantification of lesion area in serial sections of the aortic root was significantly increased by castration and by the μMT mutation, with no significant interaction between genotype and surgery. In conclusion, castration evokes a similar atherogenic response in B cell-deficient μMT and control mice. These data suggest that atherogenesis following castration is unrelated to the effects of androgens on mature B cell numbers.
Collapse
Affiliation(s)
- Anna S Wilhelmson
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden. .,The Finsen Laboratory, Rigshospitalet, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark. .,Biotech Research and Innovation Center (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark. .,Novo Nordisk Foundation Center for Stem Cell Biology (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
| | - Inger Johansson
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Linda Fogelstrand
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.,Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Department of Clinical Chemistry, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Johan Bourghardt Fagman
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.,Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Jean-Francois Arnal
- I2MC, Inserm U1048, CHU de Toulouse and Université de Toulouse, Toulouse, France
| | - Mikael C I Karlsson
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Åsa Tivesten
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
12
|
Srikakulapu P, Pattarabanjird T, Upadhye A, Bontha SV, Osinski V, Marshall MA, Garmey J, Deroissart J, Prohaska TA, Witztum JL, Binder CJ, Holodick NE, Rothstein TL, McNamara CA. B-1b Cells Have Unique Functional Traits Compared to B-1a Cells at Homeostasis and in Aged Hyperlipidemic Mice With Atherosclerosis. Front Immunol 2022; 13:909475. [PMID: 35935999 PMCID: PMC9353528 DOI: 10.3389/fimmu.2022.909475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/02/2022] [Indexed: 11/30/2022] Open
Abstract
Immunoglobulin M (IgM) to oxidation specific epitopes (OSE) are inversely associated with atherosclerosis in mice and humans. The B-1b subtype of B-1 cells secrete IgM to OSE, and unlike B-1a cells, are capable of long-lasting IgM memory. What attributes make B-1b cells different than B-1a cells is unknown. Our objectives were to determine how B-1b cells produce more IgM compared to B-1a cells at homeostatic condition and to see the differences in the B-1a and B-1b cell distribution and IgM CDR-H3 sequences in mice with advanced atherosclerosis. Here, in-vivo studies demonstrated greater migration to spleen, splenic production of IgM and plasma IgM levels in ApoE-/-Rag1-/- mice intraperitoneally injected with equal numbers of B-1b compared to B-1a cells. Bulk RNA seq analysis and flow cytometry of B-1a and B-1b cells identified CCR6 as a chemokine receptor more highly expressed on B-1b cells compared to B-1a. Knockout of CCR6 resulted in reduced B-1b cell migration to the spleen. Moreover, B-1b cell numbers were significantly higher in spleen of aged atherosclerotic ApoE-/- mice compared to young ApoE-/- mice. Single cell sequencing results of IgHM in B-1a and B-1b cells from peritoneal cavity and spleen of atherosclerotic aged ApoE-/- mice revealed significantly more N additions at the V-D and D-J junctions, greater diversity in V region usage and CDR-H3 sequences in B-1b compared to B-1a cells. In summary, B-1b cells demonstrated enhanced CCR6-mediated splenic migration, IgM production, and IgM repertoire diversification compared to B-1a cells. These findings suggest that potential strategies to selectively augment B-1b cell numbers and splenic trafficking could lead to increased and more diverse IgM targeting OSE to limit atherosclerosis.
Collapse
Affiliation(s)
- Prasad Srikakulapu
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,*Correspondence: Prasad Srikakulapu, ; Coleen A. McNamara,
| | | | - Aditi Upadhye
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
| | - Sai Vineela Bontha
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
| | - Victoria Osinski
- Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States
| | - Melissa A. Marshall
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
| | - James Garmey
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
| | - Justine Deroissart
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Thomas A. Prohaska
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Joseph L. Witztum
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Christoph J. Binder
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Nichol E. Holodick
- Center for Immunobiology and Department of Investigative Medicine, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Thomas L. Rothstein
- Center for Immunobiology and Department of Investigative Medicine, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Coleen A. McNamara
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,Cardiovascular Division, Department of Medicine, University of Virginia, Charlottesville, VA, United States,*Correspondence: Prasad Srikakulapu, ; Coleen A. McNamara,
| |
Collapse
|
13
|
Mallat Z, Binder CJ. The why and how of adaptive immune responses in ischemic cardiovascular disease. NATURE CARDIOVASCULAR RESEARCH 2022; 1:431-444. [PMID: 36382200 PMCID: PMC7613798 DOI: 10.1038/s44161-022-00049-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/10/2022] [Indexed: 02/02/2023]
Abstract
Atherosclerotic cardiovascular disease is a major cause of disability and death worldwide. Most therapeutic approaches target traditional risk factors but ignore the fundamental role of the immune system. This is a huge unmet need. Recent evidence indicates that reducing inflammation may limit cardiovascular events. However, the concomitant increase in the risk of lifethreatening infections is a major drawback. In this context, targeting adaptive immunity could constitute a highly effective and safer approach. In this Review, we address the why and how of the immuno-cardiovascular unit, in health and in atherosclerotic disease. We review and discuss fundamental mechanisms that ensure immune tolerance to cardiovascular tissue, and examine how their disruption promotes disease progression. We identify promising strategies to manipulate the adaptive immune system for patient benefit, including novel biologics and RNA-based vaccination strategies. Finally, we advocate for establishing a molecular classification of atherosclerosis as an important milestone in our quest to radically change the understanding and treatment of atherosclerotic disease.
Collapse
Affiliation(s)
- Ziad Mallat
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Cambridge, UK
- Unversité de Paris, and INSERM U970, Paris Cardiovascular Research Centre, Paris, France
| | - Christoph J. Binder
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| |
Collapse
|
14
|
Rami AZA, Hamid AA, Anuar NNM, Aminuddin A, Ugusman A. Exploring the Relationship of Perivascular Adipose Tissue Inflammation and the Development of Vascular Pathologies. Mediators Inflamm 2022; 2022:2734321. [PMID: 35177953 PMCID: PMC8846975 DOI: 10.1155/2022/2734321] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 01/11/2022] [Accepted: 01/21/2022] [Indexed: 12/18/2022] Open
Abstract
Initially thought to only provide mechanical support for the underlying blood vessels, perivascular adipose tissue (PVAT) has now emerged as a regulator of vascular function. A healthy PVAT exerts anticontractile and anti-inflammatory actions on the underlying vasculature via the release of adipocytokines such as adiponectin, nitric oxide, and omentin. However, dysfunctional PVAT produces more proinflammatory adipocytokines such as leptin, resistin, interleukin- (IL-) 6, IL-1β, and tumor necrosis factor-alpha, thus inducing an inflammatory response that contributes to the pathogenesis of vascular diseases. In this review, current knowledge on the role of PVAT inflammation in the development of vascular pathologies such as atherosclerosis and hypertension was discussed.
Collapse
Affiliation(s)
- Afifah Zahirah Abd Rami
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Cheras, 56000 Kuala Lumpur, Malaysia
| | - Adila A. Hamid
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Cheras, 56000 Kuala Lumpur, Malaysia
| | - Nur Najmi Mohamad Anuar
- Center for Toxicology & Health Risk Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abd Aziz, 50300 Kuala Lumpur, Malaysia
| | - Amilia Aminuddin
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Cheras, 56000 Kuala Lumpur, Malaysia
| | - Azizah Ugusman
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Cheras, 56000 Kuala Lumpur, Malaysia
| |
Collapse
|
15
|
Pattarabanjird T, Wilson JM, Erickson LD, Workman LJ, Qiao H, Ghosheh Y, Gulati R, Durant C, Vallejo J, Saigusa R, Platts-Mills TAE, Taylor AM, Ley K, McNamara CA. Chemokine Receptor Activation Enhances Memory B Cell Class Switching Linked to IgE Sensitization to Alpha Gal and Cardiovascular Disease. Front Cardiovasc Med 2022; 8:791028. [PMID: 35097011 PMCID: PMC8793803 DOI: 10.3389/fcvm.2021.791028] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/20/2021] [Indexed: 01/10/2023] Open
Abstract
Background: Recent studies have suggested that IgE sensitization to α-gal is associated with coronary artery disease (CAD). However, the B cell subtype(s) responsible for production of IgE to α-gal and mechanisms mediating this production remain elusive. Methods: Single cell multi-omics sequencing, was utilized to phenotype B cells obtained from 60 subjects that had undergone coronary angiography in whom serum IgE was evaluated by ImmunoCAP. Bioinformatics approaches were used to identify B cell subtype(s) and transcriptomic signatures associated with α-gal sensitization. In vitro characterization of chemokine/chemokine receptor pairs on switched memory B cells associated with IgE to α-gal was performed. Results: Of the 60 patients, 17 (28%) were positive for IgE to α-gal. CITESeq identified CCR6+ class-switched memory (SWM) B cells and CXCR4 expresssion on these CCR6+ SWM B cells as significantly associated with IgE sensitization to α-gal but not to other common allergens (peanut or inhalants). In vitro studies of enriched human B cells revealed significantly greater IgE on SWM B cells with high CCR6 and CXCR4 expression 10 days after cells were treated with IL-4 and CD40 to stimulate class switch recombination. Both CCL20 (CCR6 ligand) and CXCL12 (ligand for CXCR4) increased the expression of IgE on SWM B cells expressing their receptors. However, they appeared to have unique pathways mediating this effect as only CCL20 increased activation-induced cytidine deaminase (AID), while CXCL12 drove proliferation of CXCR4+ SWM B cells. Lastly, correlation analysis indicated an association between CAD severity and the frequency of both CCR6+ SWM and CXCR4+ SWM B cells. Conclusions: CCR6+ SWM B cells were identified as potential producers of IgE to α-gal in CAD patients. Additionally, our findings highlighted non-chemotaxis roles of CCL20/CCR6 and CXCL12/CXCR4 signaling in mediating IgE class switching and cell proliferation of SWM B cells respectively. Results may have important implications for a better understanding and better therapeutic approaches for subjects with IgE sensitization to α-gal.
Collapse
Affiliation(s)
- Tanyaporn Pattarabanjird
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States,Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Jeffrey M. Wilson
- Division of Allergy and Immunology, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Loren D. Erickson
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA, United States
| | - Lisa J. Workman
- Division of Allergy and Immunology, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Hui Qiao
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA, United States
| | - Yanal Ghosheh
- La Jolla Institute of Immunology, La Jolla, CA, United States
| | - Rishab Gulati
- La Jolla Institute of Immunology, La Jolla, CA, United States
| | | | - Jenifer Vallejo
- La Jolla Institute of Immunology, La Jolla, CA, United States
| | - Ryosuke Saigusa
- La Jolla Institute of Immunology, La Jolla, CA, United States
| | - Thomas A. E. Platts-Mills
- Division of Allergy and Immunology, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Angela M. Taylor
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Klaus Ley
- La Jolla Institute of Immunology, La Jolla, CA, United States
| | - Coleen A. McNamara
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States,Cardiovascular Research Center, University of Virginia, Charlottesville, VA, United States,Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, United States,*Correspondence: Coleen A. McNamara
| |
Collapse
|
16
|
Chen Y, Qin Z, Wang Y, Li X, Zheng Y, Liu Y. Role of Inflammation in Vascular Disease-Related Perivascular Adipose Tissue Dysfunction. Front Endocrinol (Lausanne) 2021; 12:710842. [PMID: 34456867 PMCID: PMC8385491 DOI: 10.3389/fendo.2021.710842] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 07/21/2021] [Indexed: 12/12/2022] Open
Abstract
Perivascular adipose tissue (PVAT) is the connective tissue around most blood vessels throughout the body. It provides mechanical support and maintains vascular homeostasis in a paracrine/endocrine manner. Under physiological conditions, PVAT has anti-inflammatory effects, improves free fatty acid metabolism, and regulates vasodilation. In pathological conditions, PVAT is dysfunctional, secretes many anti-vasodilator factors, and participates in vascular inflammation through various cells and mediators; thus, it causes dysfunction involving vascular smooth muscle cells and endothelial cells. Inflammation is an important pathophysiological event in many vascular diseases, such as vascular aging, atherosclerosis, and hypertension. Therefore, the pro-inflammatory crosstalk between PVAT and blood vessels may comprise a novel therapeutic target for the prevention and treatment of vascular diseases. In this review, we summarize findings concerning PVAT function and inflammation in different pathophysiological backgrounds, focusing on the secretory functions of PVAT and the crosstalk between PVAT and vascular inflammation in terms of vascular aging, atherosclerosis, hypertension, diabetes mellitus, and other diseases. We also discuss anti-inflammatory treatment for potential vascular diseases involving PVAT.
Collapse
Affiliation(s)
- Yaozhi Chen
- Center for Cardiovascular Medicine, First Hospital of Jilin University, Changchun, China
| | - Zeyu Qin
- Department of Respiratory Medicine, First Hospital of Jilin University, Changchun, China
| | - Yaqiong Wang
- Department of Endocrinology and Metabolism, First Hospital of Jilin University, Changchun, China
| | - Xin Li
- Center for Cardiovascular Medicine, First Hospital of Jilin University, Changchun, China
| | - Yang Zheng
- Center for Cardiovascular Medicine, First Hospital of Jilin University, Changchun, China
- *Correspondence: Yunxia Liu, ; Yang Zheng,
| | - Yunxia Liu
- Center for Cardiovascular Medicine, First Hospital of Jilin University, Changchun, China
- *Correspondence: Yunxia Liu, ; Yang Zheng,
| |
Collapse
|