1
|
Ye W, Shen B, Tang Q, Fang C, Wang L, Xie L, He Q. Identification of a novel immune infiltration-related gene signature, MCEMP1, for coronary artery disease. PeerJ 2024; 12:e18135. [PMID: 39346078 PMCID: PMC11438437 DOI: 10.7717/peerj.18135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 08/29/2024] [Indexed: 10/01/2024] Open
Abstract
Background This study aims to identify a novel gene signature for coronary artery disease (CAD), explore the role of immune cell infiltration in CAD pathogenesis, and assess the cell function of mast cell-expressed membrane protein 1 (MCEMP1) in human umbilical vein endothelial cells (HUVECs) treated with oxidized low-density lipoprotein (ox-LDL). Methods To identify differentially expressed genes (DEGs) of CAD, datasets GSE24519 and GSE61145 were downloaded from the Gene Expression Omnibus (GEO) database using the R "limma" package with p < 0.05 and |log2 FC| > 1. Gene ontology (GO) and pathway analyses were conducted to determine the biological functions of DEGs. Hub genes were identified using support vector machine-recursive feature elimination (SVM-RFE) and least absolute shrinkage and selection operator (LASSO). The expression levels of these hub genes in CAD were validated using the GSE113079 dataset. CIBERSORT program was used to quantify the proportion of immune cell infiltration. Western blot assay and qRT-PCR were used to detect the expression of hub genes in ox-LDL-treated HUVECs to validate the bioinformatics results. Knockdown interference sequences for MCEMP1 were synthesized, and cell proliferation and apoptosis were examined using a CCK8 kit and Muse® Cell Analyzer, respectively. The concentrations of IL-1β, IL-6, and TNF-α were measured with respective enzyme-linked immunosorbent assay (ELISA) kits. Results A total of 73 DEGs (four down-regulated genes and 69 up-regulated genes) were identified in the metadata (GSE24519 and GSE61145) cohort. GO and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis results indicated that these DEGs might be associated with the regulation of platelet aggregation, defense response or response to bacterium, NF-kappa B signaling pathway, and lipid and atherosclerosis. Using SVM-RFE and LASSO, seven hub genes were obtained from the metadata. The upregulated expression of DIRC2 and MCEMP1 in CAD was confirmed in the GSE113079 dataset and in ox-LDL-treated HUVECs. The associations between the two hub genes (DIRC2 and MCEMP1) and the 22 types of immune cell infiltrates in CAD were found. MCEMP1 knockdown accelerated cell proliferation and suppressed cell apoptosis for ox-LDL-treated HUVECs. Additionally, MCEMP1 knockdown appeared to decrease the expression of inflammatory factors IL-1β, IL-6, and TNF-α. Conclusions The results of this study indicate that MCEMP1 may play an important role in CAD pathophysiology.
Collapse
Affiliation(s)
- Wei Ye
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Metabolic and Chronic Diseases, Wuhan, China
- Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Bo Shen
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Metabolic and Chronic Diseases, Wuhan, China
| | - Qizhu Tang
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Metabolic and Chronic Diseases, Wuhan, China
| | - Chengzhi Fang
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Lei Wang
- Department of Cardiology, HanChuan Hospital, Hanchuan, China
| | - Lili Xie
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qi He
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| |
Collapse
|
2
|
Stroope C, Nettersheim FS, Coon B, Finney AC, Schwartz MA, Ley K, Rom O, Yurdagul A. Dysregulated cellular metabolism in atherosclerosis: mediators and therapeutic opportunities. Nat Metab 2024; 6:617-638. [PMID: 38532071 PMCID: PMC11055680 DOI: 10.1038/s42255-024-01015-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 02/20/2024] [Indexed: 03/28/2024]
Abstract
Accumulating evidence over the past decades has revealed an intricate relationship between dysregulation of cellular metabolism and the progression of atherosclerotic cardiovascular disease. However, an integrated understanding of dysregulated cellular metabolism in atherosclerotic cardiovascular disease and its potential value as a therapeutic target is missing. In this Review, we (1) summarize recent advances concerning the role of metabolic dysregulation during atherosclerosis progression in lesional cells, including endothelial cells, vascular smooth muscle cells, macrophages and T cells; (2) explore the complexity of metabolic cross-talk between these lesional cells; (3) highlight emerging technologies that promise to illuminate unknown aspects of metabolism in atherosclerosis; and (4) suggest strategies for targeting these underexplored metabolic alterations to mitigate atherosclerosis progression and stabilize rupture-prone atheromas with a potential new generation of cardiovascular therapeutics.
Collapse
Affiliation(s)
- Chad Stroope
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Felix Sebastian Nettersheim
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Cardiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Brian Coon
- Yale Cardiovascular Research Center, Division of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Cardiovascular Biology Research Program, OMRF, Oklahoma City, OK, USA
- Department of Cell Biology, Oklahoma University Health Sciences Center, Oklahoma City, OK, USA
| | - Alexandra C Finney
- Department of Pathology and Translational Pathobiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Martin A Schwartz
- Yale Cardiovascular Research Center, Division of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Departments of Cell Biology and Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Klaus Ley
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Bioengineering, University of California, San Diego, San Diego, CA, USA
- Immunology Center of Georgia (IMMCG), Augusta University Immunology Center of Georgia, Augusta, GA, USA
| | - Oren Rom
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA
- Department of Pathology and Translational Pathobiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Arif Yurdagul
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA.
- Department of Pathology and Translational Pathobiology, Louisiana State University Health Sciences Center, Shreveport, LA, USA.
| |
Collapse
|
3
|
Gray MP, Vogel B, Mehran R, Leopold JA, Figtree GA. Primary prevention of cardiovascular disease in women. Climacteric 2024; 27:104-112. [PMID: 38197424 DOI: 10.1080/13697137.2023.2282685] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 10/31/2023] [Indexed: 01/11/2024]
Abstract
Ischemic heart disease is the primary cause of cardiovascular disease (CVD) mortality in both men and women. Strategies targeting traditional modifiable risk factors are essential - including hypertension, smoking, dyslipidemia and diabetes mellitus - particularly for atherosclerosis, but additionally for stroke, heart failure and some arrhythmias. However, challenges related to education, screening and equitable access to effective preventative therapies persist, and are particularly problematic for women around the globe and those from lower socioeconomic groups. The association of female-specific risk factors (e.g. premature menopause, gestational hypertension, small for gestational age births) with CVD provides a potential window for targeted prevention strategies. However, further evidence for specific effective screening and interventions is urgently required. In addition to population-level factors involved in increasing the risk of suffering a CVD event, efforts are leveraging the enormous potential of blood-based 'omics', improved imaging biomarkers and increasingly complex bioinformatic analytic approaches to strive toward more personalized early disease detection and personalized preventative therapies. These novel tactics may be particularly relevant for women in whom traditional risk factors perform poorly. Here we discuss established and emerging approaches for improving risk assessment, early disease detection and effective preventative strategies to reduce the mammoth burden of CVD in women.
Collapse
Affiliation(s)
- M P Gray
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
| | - B Vogel
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - R Mehran
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - J A Leopold
- Brigham and Women's Hospital, Division of Cardiovascular Medicine, Harvard Medical School, Boston, MA, USA
| | - G A Figtree
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
- Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia
| |
Collapse
|
4
|
Lin H, Zhang M, Hu M, Zhang Y, Jiang W, Tang W, Ouyang Y, Jiang L, Mi Y, Chen Z, He P, Zhao G, Ouyang X. Emerging applications of single-cell profiling in precision medicine of atherosclerosis. J Transl Med 2024; 22:97. [PMID: 38263066 PMCID: PMC10804726 DOI: 10.1186/s12967-023-04629-y] [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] [Received: 06/12/2023] [Accepted: 10/14/2023] [Indexed: 01/25/2024] Open
Abstract
Atherosclerosis is a chronic, progressive, inflammatory disease that occurs in the arterial wall. Despite recent advancements in treatment aimed at improving efficacy and prolonging survival, atherosclerosis remains largely incurable. In this review, we discuss emerging single-cell sequencing techniques and their novel insights into atherosclerosis. We provide examples of single-cell profiling studies that reveal phenotypic characteristics of atherosclerosis plaques, blood, liver, and the intestinal tract. Additionally, we highlight the potential clinical applications of single-cell analysis and propose that combining this approach with other techniques can facilitate early diagnosis and treatment, leading to more accurate medical interventions.
Collapse
Affiliation(s)
- Huiling Lin
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China
- Department of Physiology, School of Medicine, Hunan Normal University, Changsha, 410081, Hunan, China
| | - Ming Zhang
- Affiliated Qingyuan Hospital, Guangzhou Medical University (Qingyuan People's Hospital), Qingyuan, 511518, Guangdong, China
| | - Mi Hu
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China
| | - Yangkai Zhang
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China
| | - WeiWei Jiang
- Department of Organ Transplantation, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Wanying Tang
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China
| | - Yuxin Ouyang
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China
| | - Liping Jiang
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yali Mi
- Affiliated Qingyuan Hospital, Guangzhou Medical University (Qingyuan People's Hospital), Qingyuan, 511518, Guangdong, China
| | - Zhi Chen
- College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, China
| | - Pingping He
- Department of Nursing, School of Medicine, Hunan Normal University, Changsha, 410081, Hunan, China.
| | - Guojun Zhao
- Affiliated Qingyuan Hospital, Guangzhou Medical University (Qingyuan People's Hospital), Qingyuan, 511518, Guangdong, China.
| | - Xinping Ouyang
- Department of Physiology, Medical College, Institute of Neuroscience Research, Hengyang Key Laboratory of Neurodegeneration and Cognitive Impairment, University of South China, Hengyang, 421001, Hunan, China.
- Department of Physiology, School of Medicine, Hunan Normal University, Changsha, 410081, Hunan, China.
- The Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, School of Medicine, Hunan Normal University, 410081, Hunan, Changsha, China.
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, School of Medicine, Hunan Normal University, 410081, Hunan, Changsha, China.
| |
Collapse
|
5
|
Kott KA, Chan AS, Vernon ST, Hansen T, Kim T, de Dreu M, Gunasegaran B, Murphy AJ, Patrick E, Psaltis PJ, Grieve SM, Yang JY, Fazekas de St Groth B, McGuire HM, Figtree GA. Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease. Clin Transl Immunology 2023; 12:e1462. [PMID: 37927302 PMCID: PMC10621005 DOI: 10.1002/cti2.1462] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 05/09/2023] [Accepted: 08/09/2023] [Indexed: 11/07/2023] Open
Abstract
Objective The importance of inflammation in atherosclerosis is well accepted, but the role of the adaptive immune system is not yet fully understood. To further explore this, we assessed the circulating immune cell profile of patients with coronary artery disease (CAD) to identify discriminatory features by mass cytometry. Methods Mass cytometry was performed on patient samples from the BioHEART-CT study, gated to detect 82 distinct cell subsets. CT coronary angiograms were analysed to categorise patients as having CAD (CAD+) or having normal coronary arteries (CAD-). Results The discovery cohort included 117 patients (mean age 61 ± 12 years, 49% female); 79 patients (68%) were CAD+. Mass cytometry identified changes in 15 T-cell subsets, with higher numbers of proliferating, highly differentiated and cytotoxic cells and decreases in naïve T cells. Five T-regulatory subsets were related to an age and gender-independent increase in the odds of CAD incidence when expressing CCR2 (OR 1.12), CCR4 (OR 1.08), CD38 and CD45RO (OR 1.13), HLA-DR (OR 1.06) and Ki67 (OR 1.22). Markers of proliferation and differentiation were also increased within B cells, while plasmacytoid dendritic cells were decreased. This combination of changes was assessed using SVM models in discovery and validation cohorts (area under the curve = 0.74 for both), confirming the robust nature of the immune signature detected. Conclusion We identified differences within immune subpopulations of CAD+ patients which are indicative of a systemic immune response to coronary atherosclerosis. This immune signature needs further study via incorporation into risk scoring tools for the precision diagnosis of CAD.
Collapse
Affiliation(s)
- Katharine A Kott
- Cardiothoracic and Vascular HealthKolling Institute of Medical ResearchSydneyNSWAustralia
- Department of Cardiology, Royal North Shore HospitalNorthern Sydney Local Health DistrictSydneyNSWAustralia
- Northern Clinical School, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | - Adam S Chan
- School of Mathematics and StatisticsUniversity of SydneySydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| | - Stephen T Vernon
- Cardiothoracic and Vascular HealthKolling Institute of Medical ResearchSydneyNSWAustralia
- Department of Cardiology, Royal North Shore HospitalNorthern Sydney Local Health DistrictSydneyNSWAustralia
- Northern Clinical School, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | - Thomas Hansen
- Cardiothoracic and Vascular HealthKolling Institute of Medical ResearchSydneyNSWAustralia
| | - Taiyun Kim
- School of Mathematics and StatisticsUniversity of SydneySydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| | - Macha de Dreu
- School of Medical Sciences, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | - Bavani Gunasegaran
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
- School of Medical Sciences, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | | | - Ellis Patrick
- School of Mathematics and StatisticsUniversity of SydneySydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| | | | - Stuart M Grieve
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
- School of Medical Sciences, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- Department of RadiologyRoyal Prince Alfred HospitalSydneyNSWAustralia
- Imaging and Phenotyping Laboratory, Charles Perkins Centre, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | - Jean Y Yang
- School of Mathematics and StatisticsUniversity of SydneySydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| | - Barbara Fazekas de St Groth
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
- School of Medical Sciences, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- Ramaciotti Facility for Human Systems BiologyUniversity of SydneySydneyNSWAustralia
| | - Helen M McGuire
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
- School of Medical Sciences, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- Ramaciotti Facility for Human Systems BiologyUniversity of SydneySydneyNSWAustralia
| | - Gemma A Figtree
- Cardiothoracic and Vascular HealthKolling Institute of Medical ResearchSydneyNSWAustralia
- Department of Cardiology, Royal North Shore HospitalNorthern Sydney Local Health DistrictSydneyNSWAustralia
- Northern Clinical School, Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| |
Collapse
|
6
|
Bruno A. Immunoprofiling and immunoscoring in cor onary artery disease: From vascular research to the bedside? IJC HEART & VASCULATURE 2023; 44:101140. [PMID: 36820387 PMCID: PMC9938447 DOI: 10.1016/j.ijcha.2022.101140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/16/2022] [Accepted: 10/20/2022] [Indexed: 11/06/2022]
Affiliation(s)
- Antonino Bruno
- Laboratory of Innate Immunity, Unit of Molecular Pathology, Biochemistry and Immunology, IRCCS MultiMedica, Milan, Italy
- Laboratory of Immunology and General Pathology, Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| |
Collapse
|
7
|
Esposito E, Zhang F, Park JH, Mandeville ET, Li W, Cuartero MI, Lizasoaín I, Moro MA, Lo EH. Diurnal Differences in Immune Response in Brain, Blood and Spleen After Focal Cerebral Ischemia in Mice. Stroke 2022; 53:e507-e511. [PMID: 36321457 PMCID: PMC10777425 DOI: 10.1161/strokeaha.122.040547] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/26/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND The immune response to acute cerebral ischemia is a major factor in stroke pathobiology. Circadian biology modulates some aspects of immune response. The goal of this study is to compare key parameters of immune response during the active/awake phase versus inactive/sleep phase in a mouse model of transient focal cerebral ischemia. METHODS Mice were housed in normal or reversed light cycle rooms for 3 weeks, and then they were blindly subjected to transient focal cerebral ischemia. Flow cytometry was used to examine immune responses in blood, spleen, and brain at 3 days after ischemic onset. RESULTS In blood, there were higher levels of circulating T cells in mice subjected to focal ischemia during zeitgeber time (ZT)1-3 (inactive or sleep phase) versus ZT13-15 mice (active or awake phase). In the spleen, organ weight and immune cell numbers were lower in ZT1-3 versus ZT13-15 mice. Consistent with these results, there was an increased infiltration of activated T cells into brain at ZT1-3 compared with ZT13-15. CONCLUSIONS This proof-of-concept study indicates that there are significant diurnal effects on the immune response after focal cerebral ischemia in mice. Hence, therapeutic strategies focused on immune targets should be reassessed to account for the effects of diurnal rhythms and circadian biology in nocturnal rodent models of stroke.
Collapse
Affiliation(s)
- Elga Esposito
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - Fang Zhang
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - Ji-Hyun Park
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - Emiri T. Mandeville
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - Wenlu Li
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - María Isabel Cuartero
- Neurovascular Pathophysiology Group, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
| | - Ignacio Lizasoaín
- Unidad de Investigación Neurovascular, Department of Pharmacology, Faculty of Medicine, Universidad Complutense and Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - María A. Moro
- Neurovascular Pathophysiology Group, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| | - Eng H. Lo
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA
- Consortium International pour la Recherche Circadienne sur l’AVC (CIRCA)
| |
Collapse
|
8
|
Genkel V, Dolgushin I, Baturina I, Savochkina A, Nikushkina K, Minasova A, Pykhova L, Sumerkina V, Kuznetsova A, Shaposhnik I. Circulating Ageing Neutrophils as a Marker of Asymptomatic Polyvascular Atherosclerosis in Statin-Naïve Patients without Established Cardiovascular Disease. Int J Mol Sci 2022; 23:ijms231710195. [PMID: 36077592 PMCID: PMC9456564 DOI: 10.3390/ijms231710195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 09/02/2022] [Accepted: 09/03/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Current data on the possible involvement of aging neutrophils in atherogenesis are limited. This study aimed to research the diagnostic value of aging neutrophils in their relation to subclinical atherosclerosis in statin-naïve patients without established atherosclerotic cardiovascular diseases (ASCVD). Methods: The study was carried out on 151 statin-naïve patients aged 40–64 years old without ASCVD. All patients underwent duplex scanning of the carotid arteries, lower limb arteries and abdominal aorta. Phenotyping and differentiation of neutrophil subpopulations were performed through flow cytometry (Navios 6/2, Beckman Coulter, USA). Results: The number of CD62LloCXCR4hi-neutrophils is known to be significantly higher in patients with subclinical atherosclerosis compared with patients without atherosclerosis (p = 0.006). An increase in the number of CD62LloCXCR4hi-neutrophils above cut-off values makes it possible to predict atherosclerosis in at least one vascular bed with sensitivity of 35.4–50.5% and specificity of 80.0–92.1%, in two vascular beds with sensitivity of 44.7–84.4% and specificity of 80.8–33.3%. Conclusion: In statin-naïve patients 40–64 years old without established ASCVD with subclinical atherosclerosis, there is an increase in circulating CD62LloCXCR4hi-neutrophils. It was also concluded that the increase in the number of circulating CD62LloCXCR4hi-neutrophils demonstrated moderate diagnostic efficiency (AUC 0.617–0.656) in relation to the detection of subclinical atherosclerosis, including polyvascular atherosclerosis.
Collapse
|
9
|
Identification and Validation of Immune Markers in Coronary Heart Disease. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:2877679. [PMID: 36060667 PMCID: PMC9439891 DOI: 10.1155/2022/2877679] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/10/2022] [Accepted: 08/11/2022] [Indexed: 11/18/2022]
Abstract
Background Coronary heart disease (CHD) is an ischemic heart disease involving a variety of immune factors. This study was aimed at investigating unique immune and m6A patterns in patients with CHD by gene expression in peripheral blood mononuclear cells (PBMCs) and at identifying novel immune biomarkers. Methods The CIBERSORT algorithm and single-sample gene set enrichment analysis (ssGSEA) were applied to assess the population of specific infiltrating immunocytes. Weighted Gene Coexpression Network Analysis (WGCNA) was utilized on immune genes matching CHD. A prediction model based on core immune genes was constructed and verified by a machine learning model. Unsupervised cluster analysis identified various immune patterns in the CHD group according to the abundance of immune cells. Methylation of N6 adenosine- (m6A-) related gene was identified from the literature, and t-distributed stochastic neighbor embedding (t-SNE) analysis was used to determine the rationality of the m6A classification. The association between m6A-related genes and various immune cells was estimated using heat maps. Results 22/28 immune-associated cells differed between the CHD and normal groups, and a significant difference was detected in the expression of 21 m6A-related genes. The proportion of immune-related cells (activated CD4+ T cells and CD8+ T cells) in the peripheral blood of the CHD group was lower than that of the normal group. The immune genes were divided into four modules, of which the turquoise modules showed a significant association with coronary heart disease. Eight hub immune genes (PDGFRA, GNLY, OSMR, NUDT6, FGFR2, IL2RB, TPM2, and S100A1) can well distinguish the CHD group from the normal group. Two different immune patterns were identified in the CHD group. Interestingly, a significant association was detected between the m6A-related genes and immune cell abundance. Conclusion In conclusion, we identified different immune and m6A patterns in CHD. Thus, it could be speculated that the immune system plays a crucial role in CHD, and m6A is correlated with immune genes.
Collapse
|
10
|
Figtree GA, Vernon ST, Hadziosmanovic N, Sundström J, Alfredsson J, Nicholls SJ, Chow CK, Psaltis P, Røsjø H, Leósdóttir M, Hagström E. Mortality and Cardiovascular Outcomes in Patients Presenting With Non-ST Elevation Myocardial Infarction Despite No Standard Modifiable Risk Factors: Results From the SWEDEHEART Registry. J Am Heart Assoc 2022; 11:e024818. [PMID: 35876409 PMCID: PMC9375489 DOI: 10.1161/jaha.121.024818] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background A significant proportion of patients with ST-segment-elevation myocardial infarction (MI) have no standard modifiable cardiovascular risk factors (SMuRFs) and have unexpected worse 30-day outcomes compared with those with SMuRFs. The aim of this article is to examine outcomes of patients with non-ST-segment-elevation MI in the absence of SMuRFs. Methods and Results Presenting features, management, and outcomes of patients with non-ST-segment-elevation MI without SmuRFs (hypertension, diabetes, hypercholesterolemia, smoking) were compared with those with SmuRFs in the Swedish MI registry SWEDEHEART (Swedish Web-System for Enhancement and Development of Evidence-Based Care in Heart Disease Evaluated According to Recommended Therapies; 2005-2018). Cox proportional hazard models were used. Out of 99 718 patients with non-ST-segment-elevation MI, 11 131 (11.2%) had no SMuRFs. Patients without SMuRFs had higher all-cause and cardiovascular mortality at 30 days (hazard ratio [HR], 1.20 [95% CI, 1.10-1.30], P<0.0001; and HR, 1.25 [95% CI, 1.13-1.38]), a difference that remained after adjustment for age and sex. SMuRF-less patients were less likely to receive secondary prevention statins (76% versus 82%); angiotensin-converting enzyme inhibitors/angiotensin receptor blockade (54% versus 72%); or β-blockers (81% versus 87%, P for all <0.0001), with lowest rates observed in women without SMuRFs. In patients who survived to 30 days, rates of all-cause and cardiovascular death were lower in patients without SMuRFs compared with those with risk factors, over 12 years. Conclusions One in 10 patients presenting with non-ST-segment-elevation MI present without traditional risk factors. The excess 30-day mortality rate in this group emphasizes the need for both improved population-based strategies for prevention of MI, as well as the need for equitable evidence-based treatment at the time of an MI.
Collapse
Affiliation(s)
- Gemma A Figtree
- Kolling Institute, Royal North Shore Hospital and University of Sydney Sydney Australia.,Department of Cardiology Royal North Shore Hospital Sydney Australia
| | - Stephen T Vernon
- Kolling Institute, Royal North Shore Hospital and University of Sydney Sydney Australia.,Department of Cardiology Royal North Shore Hospital Sydney Australia
| | | | - Johan Sundström
- Department of Medical Sciences Uppsala University Uppsala Sweden.,The George Institute for Global Health UNSW Sydney Sydney Australia
| | - Joakim Alfredsson
- Faculty of Medicine and Health Sciences Linköping University Linköping Sweden
| | - Stephen J Nicholls
- Monash Cardiovascular Research Centre Victorian Heart Institute, Monash University Clayton Australia
| | - Clara K Chow
- Westmead Applied Research Centre, Faculty of Medicine and Health University of Sydney Australia.,Department of Cardiology Westmead Hospital Sydney Australia
| | - Peter Psaltis
- Vascular Research Centre South Australian Health and Medical Research Institute; Adelaide Medical School, University of Adelaide Australia
| | - Helge Røsjø
- Akershus University Hospital Lørenskog Norway.,University of Oslo Norway.,Uppsala Clinical Research Centre Uppsala Sweden
| | - Margrét Leósdóttir
- Department of Clinical Sciences, Faculty of Medicine Lund University Malmö Sweden
| | - Emil Hagström
- Department of Cardiology Royal North Shore Hospital Sydney Australia.,Uppsala Clinical Research Centre Uppsala Sweden
| |
Collapse
|
11
|
Saleh S, George J, Kott KA, Meikle PJ, Figtree GA. The Translation and Commercialisation of Biomarkers for Cardiovascular Disease—A Review. Front Cardiovasc Med 2022; 9:897106. [PMID: 35722087 PMCID: PMC9201254 DOI: 10.3389/fcvm.2022.897106] [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: 03/15/2022] [Accepted: 05/11/2022] [Indexed: 11/19/2022] Open
Abstract
As a leading cause of mortality and morbidity worldwide, cardiovascular disease and its diagnosis, quantification, and stratification remain significant health issues. Increasingly, patients present with cardiovascular disease in the absence of known risk factors, suggesting the presence of yet unrecognized pathological processes and disease predispositions. Fortunately, a host of emerging cardiovascular biomarkers characterizing and quantifying ischaemic heart disease have shown great promise in both laboratory settings and clinical trials. These have demonstrated improved predictive value additional to widely accepted biomarkers as well as providing insight into molecular phenotypes beneath the broad umbrella of cardiovascular disease that may allow for further personalized treatment regimens. However, the process of translation into clinical practice – particularly navigating the legal and commercial landscape – poses a number of challenges. Practical and legal barriers to the biomarker translational pipeline must be further considered to develop strategies to bring novel biomarkers into the clinical sphere and apply these advances at the patient bedside. Here we review the progress of emerging biomarkers in the cardiovascular space, with particular focus on those relevant to the unmet needs in ischaemic heart disease.
Collapse
Affiliation(s)
- Soloman Saleh
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Jacob George
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Katharine A. Kott
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
| | - Peter J. Meikle
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Gemma A. Figtree
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
- Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia
- *Correspondence: Gemma A. Figtree
| |
Collapse
|
12
|
Wang H, Liu H, Zhao X, Chen X. Heterogeneous nuclear ribonucleoprotein U-actin complex derived from extracellular vesicles facilitates proliferation and migration of human coronary artery endothelial cells by promoting RNA polymerase II transcription. Bioengineered 2022; 13:11469-11486. [PMID: 35535400 PMCID: PMC9276035 DOI: 10.1080/21655979.2022.2066754] [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] [Indexed: 12/02/2022] Open
Abstract
Coronary artery disease (CAD) represents a fatal public threat. The involvement of extracellular vesicles (EVs) in CAD has been documented. This study explored the regulation of embryonic stem cells (ESCs)-derived EVs-hnRNPU-actin complex in human coronary artery endothelial cell (HCAEC) growth. Firstly, in vitro HCAEC hypoxia models were established. EVs were extracted from ESCs by ultracentrifugation. HCAECs were treated with EVs and si-VEGF for 24 h under hypoxia, followed by assessment of cell proliferation, apoptosis, migration, and tube formation. Uptake of EVs by HCAECs was testified. Additionally, hnRNPU, VEGF, and RNA Pol II levels were determined using Western blotting and CHIP assays. Interaction between hnRNPU and actin was evaluated by Co-immunoprecipitation assay. HCAEC viability and proliferation were lowered, apoptosis was enhanced, wound fusion was decreased, and the number of tubular capillary structures was reduced under hypoxia, whereas ESC-EVs treatment counteracted these effects. Moreover, EVs transferred hnRNPU into HCAECs. EVs-hnRNPU-actin complex increased RNA Pol II level on the VEGF gene promoter and promoted VEGF expression in HCAECs. Inhibition of hnRNPU or VEGF both annulled the promotion of EVs on HCAEC growth. Collectively, ESC-EVs-hnRNPU-actin increased RNA Pol II phosphorylation and VEGF expression, thus promoting HCAEC growth.
Collapse
Affiliation(s)
- Han Wang
- Department of Cardiovascular, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Hengdao Liu
- Department of Cardiovascular, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Xi Zhao
- Department of Cardiovascular, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Xiaowei Chen
- Department of Cardiovascular, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| |
Collapse
|
13
|
Auchampach J, Han L, Huang GN, Kühn B, Lough JW, O'Meara CC, Payumo AY, Rosenthal NA, Sucov HM, Yutzey KE, Patterson M. Measuring cardiomyocyte cell-cycle activity and proliferation in the age of heart regeneration. Am J Physiol Heart Circ Physiol 2022; 322:H579-H596. [PMID: 35179974 PMCID: PMC8934681 DOI: 10.1152/ajpheart.00666.2021] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 01/24/2022] [Accepted: 02/11/2022] [Indexed: 12/14/2022]
Abstract
During the past two decades, the field of mammalian myocardial regeneration has grown dramatically, and with this expanded interest comes increasing claims of experimental manipulations that mediate bona fide proliferation of cardiomyocytes. Too often, however, insufficient evidence or improper controls are provided to support claims that cardiomyocytes have definitively proliferated, a process that should be strictly defined as the generation of two de novo functional cardiomyocytes from one original cardiomyocyte. Throughout the literature, one finds inconsistent levels of experimental rigor applied, and frequently the specific data supplied as evidence of cardiomyocyte proliferation simply indicate cell-cycle activation or DNA synthesis, which do not necessarily lead to the generation of new cardiomyocytes. In this review, we highlight potential problems and limitations faced when characterizing cardiomyocyte proliferation in the mammalian heart, and summarize tools and experimental standards, which should be used to support claims of proliferation-based remuscularization. In the end, definitive establishment of de novo cardiomyogenesis can be difficult to prove; therefore, rigorous experimental strategies should be used for such claims.
Collapse
Affiliation(s)
- John Auchampach
- Department of Pharmacology and Toxicology and the Cardiovascular Center, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Lu Han
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin
- Division of Pediatric Cardiology, Herma Heart Institute, Children's Hospital of Wisconsin, Milwaukee, Wisconsin
| | - Guo N Huang
- Cardiovascular Research Institute and Department of Physiology, University of California, San Francisco, California
| | - Bernhard Kühn
- Division of Cardiology, Pediatric Institute for Heart Regeneration and Therapeutics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania
- McGowan Institute of Regenerative Medicine, Pittsburgh, Pennsylvania
| | - John W Lough
- Department of Cell Biology Neurobiology and Anatomy and the Cardiovascular Center, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Caitlin C O'Meara
- Department of Physiology and the Cardiovascular Center, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Alexander Y Payumo
- Department of Biological Sciences, San José State University, San Jose, California
| | - Nadia A Rosenthal
- The Jackson Laboratory, Bar Harbor, Maine
- Australian Regenerative Medicine Institute, Monash University, Melbourne, Victoria, Australia
- National Heart and Lung Institute, Imperial College of London, London, United Kingdom
| | - Henry M Sucov
- Department of Regenerative Medicine and Cell Biology, Medical University of South Carolina, Charleston, South Carolina
| | - Katherine E Yutzey
- The Heart Institute, Cincinnati Children's Medical Center, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Michaela Patterson
- Department of Cell Biology Neurobiology and Anatomy and the Cardiovascular Center, Medical College of Wisconsin, Milwaukee, Wisconsin
| |
Collapse
|
14
|
Zhou J, Wen T, Li Q, Chen Z, Peng X, Wei C, Wei Y, Peng J, Zhang W. Single-Cell Sequencing Revealed Pivotal Genes Related to Prognosis of Myocardial Infarction Patients. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:6534126. [PMID: 35317194 PMCID: PMC8934393 DOI: 10.1155/2022/6534126] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/08/2022] [Accepted: 02/19/2022] [Indexed: 02/06/2023]
Abstract
Objectives Myocardial infarction (MI) is a common cardiovascular disease. Histopathology is a main molecular characteristic of MI, but often, differences between various cell subsets have been neglected. Under this premise, MI-related molecular biomarkers were screened using single-cell sequencing. Methods This work examined immune cell abundance in normal and MI samples from GSE109048 and determined differences in the activated mast cells and activated CD4 memory T cells, resting mast cells. Weighted gene coexpression network analysis (WGCNA) demonstrated that activated CD4 memory T cells were the most closely related to the turquoise module, and 10 hub genes were screened. Single-cell sequencing data (scRNA-seq) of MI were examined. We used t-distributed stochastic neighbor embedding (t-SNE) for cell clustering. Results We obtained 8 cell subpopulations, each of which had different marker genes. 7 out of the 10 hub genes were detected by single-cell sequencing analysis. The expression quantity and proportion of the 7 genes were different in 8 cell clusters. Conclusion In general, our study revealed the immune characteristics and determined 7 prognostic markers for MI at the single-cell level, providing a new understanding of the molecular characteristics and mechanism of MI.
Collapse
Affiliation(s)
- Jiamin Zhou
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Tong Wen
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Qing Li
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Zhixin Chen
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Xiaoping Peng
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Chunying Wei
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Yunfeng Wei
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Jingtian Peng
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province 330006, China
- Hypertension Research Institute, Hypertension Research Institute of Jiangxi Province, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| | - Wei Zhang
- Department of Respiratory Medicine, The First Affiliated Hospital of Nanchang University, 17 Yongwai Zhengjie, Donghu District, Nanchang City Jiangxi Province, China
| |
Collapse
|
15
|
Jaago M, Pupina N, Rähni A, Pihlak A, Sadam H, Vrana NE, Sinisalo J, Pussinen P, Palm K. Antibody response to oral biofilm is a biomarker for acute coronary syndrome in periodontal disease. Commun Biol 2022; 5:205. [PMID: 35246599 PMCID: PMC8897497 DOI: 10.1038/s42003-022-03122-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 02/08/2022] [Indexed: 12/15/2022] Open
Abstract
Cumulative evidence over the last decades have supported the role of gum infections as a risk for future major cardiovascular events. The precise mechanism connecting coronary artery disease (CAD) with periodontal findings has remained elusive. Here, we employ next generation phage display mimotope-variation analysis (MVA) to identify the features of dysfunctional immune system that associate CAD with periodontitis. We identify a fine molecular description of the antigenic epitope repertoires of CAD and its most severe form - acute coronary syndrome (ACS) by profiling the antibody reactivity in a patient cohort with invasive heart examination and complete clinical oral assessment. Specifically, we identify a strong immune response to an EBV VP26 epitope mimicking multiple antigens of oral biofilm as a biomarker for the no-CAD group. With a 2-step biomarker test, we stratify subjects with periodontitis from healthy controls (balanced accuracy 84%), and then assess the risk for ACS with sensitivity 71-89% and specificity 67-100%, depending on the oral health status. Our findings highlight the importance of resolving the immune mechanisms related to severe heart conditions such as ACS in the background of oral health. Prospective validation of these findings will support incorporation of these non-invasive biomarkers into clinical practice.
Collapse
Affiliation(s)
- Mariliis Jaago
- Protobios Llc, Mäealuse 4, 12618, Tallinn, Estonia.,Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | | | - Annika Rähni
- Protobios Llc, Mäealuse 4, 12618, Tallinn, Estonia.,Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Arno Pihlak
- Protobios Llc, Mäealuse 4, 12618, Tallinn, Estonia
| | - Helle Sadam
- Protobios Llc, Mäealuse 4, 12618, Tallinn, Estonia.,Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Nihal Engin Vrana
- Spartha Medical, 14B Rue de la Canardiere, 67100, Strasbourg, France
| | - Juha Sinisalo
- Heart and Lung Center, Helsinki University Hospital, and Helsinki University, Helsinki, Finland
| | - Pirkko Pussinen
- Oral and Maxillofacial Diseases, University of Helsinki, FI-00014, Helsinki, Finland
| | - Kaia Palm
- Protobios Llc, Mäealuse 4, 12618, Tallinn, Estonia. .,Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia.
| |
Collapse
|
16
|
Gene Differential Expression and Interaction Networks Illustrate the Biomarkers and Molecular Mechanisms of Atherosclerotic Cerebral Infarction. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:3912697. [PMID: 35070236 PMCID: PMC8769835 DOI: 10.1155/2022/3912697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 11/18/2022]
Abstract
Atherosclerotic cerebral infarction (ACI) seriously threatens the health of the senile patients, and the strategies are urgent for the diagnosis and treatment of ACI. This study investigated the mRNA profiling of the patients with ischemic stroke and atherosclerosis via excavating the datasets in the GEO database and attempted to reveal the biomarkers and molecular mechanism of ACI. In this study, GES16561 and GES100927 were obtained from Gene Expression Omnibus (GEO) database, and the related differentially expressed genes (DEGs) were analyzed with R language. Furthermore, the DEGs were analyzed with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. Besides, the protein-protein interaction (PPI) network of DEGs was analyzed by STRING database and Cytoscape. The results showed that 133 downregulated DEGs and 234 upregulated DEGs were found in GES16561, 25 downregulated DEGs and 104 upregulated DEGs were found in GSE100927, and 6 common genes were found in GES16561 and GES100927. GO enrichment analysis showed that the functional models of the common genes were involved in neutrophil activation, neutrophil degranulation, neutrophil activation, and immune response. KEGG enrichment analysis showed that the DEGs in both GSE100927 and GSE16561 were connected with the pathways including Cell adhesion molecules (CAMs), Cytokine-cytokine receptor interaction, Phagosome, Antigen processing and presentation, and Staphylococcus aureus infection. The PPI network analysis showed that 9 common DEGs were found in GSE100927 and GSE16561, and a cluster with 6 nodes and 12 edges was also identified by PPI network analysis. In conclusion, this study suggested that FCGR3A and MAPK pathways were connected with ACI.
Collapse
|
17
|
Poznyak AV, Bezsonov EE, Popkova TV, Starodubova AV, Orekhov AN. Immunity in Atherosclerosis: Focusing on T and B Cells. Int J Mol Sci 2021; 22:ijms22168379. [PMID: 34445084 PMCID: PMC8395064 DOI: 10.3390/ijms22168379] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 07/27/2021] [Accepted: 07/30/2021] [Indexed: 12/14/2022] Open
Abstract
Atherosclerosis is the major cause of the development of cardiovascular disease, which, in turn, is one of the leading causes of mortality worldwide. From the point of view of pathogenesis, atherosclerosis is an extremely complex disease. A huge variety of processes, such as violation of mitophagy, oxidative stress, damage to the endothelium, and others, are involved in atherogenesis; however, the main components of atherogenesis are considered to be inflammation and alterations of lipid metabolism. In this review, we want to focus on inflammation, and more specifically on the cellular elements of adaptive immunity, T and B cells. It is known that various T cells are widely represented directly in atherosclerotic plaques, while B cells can be found, for example, in the adventitia layer. Of course, such widespread and well-studied cells have attracted attention as potential therapeutic targets for the treatment of atherosclerosis. Various approaches have been developed and tested for their efficacy.
Collapse
Affiliation(s)
- Anastasia V. Poznyak
- Institute for Atherosclerosis Research, Skolkovo Innovative Center, 121609 Moscow, Russia
- Correspondence: (A.V.P.); (A.N.O.)
| | - Evgeny E. Bezsonov
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Institute of Human Morphology, 3 Tsyurupa Street, 117418 Moscow, Russia;
- Laboratory of Angiopathology, Institute of General Pathology and Pathophysiology, 8 Baltiiskaya Street, 125315 Moscow, Russia
| | - Tatyana V. Popkova
- V.A. Nasonova Institute of Rheumatology, 34A Kashirskoye Shosse, 115522 Moscow, Russia;
| | - Antonina V. Starodubova
- Federal Research Centre for Nutrition, Biotechnology and Food Safety, 2/14 Ustinsky Passage, 109240 Moscow, Russia;
- Medical Faculty, Pirogov Russian National Research Medical University, 1 Ostrovitianov Street, 117997 Moscow, Russia
| | - Alexander N. Orekhov
- Institute for Atherosclerosis Research, Skolkovo Innovative Center, 121609 Moscow, Russia
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Institute of Human Morphology, 3 Tsyurupa Street, 117418 Moscow, Russia;
- Laboratory of Angiopathology, Institute of General Pathology and Pathophysiology, 8 Baltiiskaya Street, 125315 Moscow, Russia
- Correspondence: (A.V.P.); (A.N.O.)
| |
Collapse
|
18
|
Li T, Shen K, Li J, Leung SWS, Zhu T, Shi Y. Glomerular Endothelial Cells Are the Coordinator in the Development of Diabetic Nephropathy. Front Med (Lausanne) 2021; 8:655639. [PMID: 34222276 PMCID: PMC8249723 DOI: 10.3389/fmed.2021.655639] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 05/21/2021] [Indexed: 12/22/2022] Open
Abstract
The prevalence of diabetes is consistently rising worldwide. Diabetic nephropathy is a leading cause of chronic renal failure. The present study aimed to explore the crosstalk among the different cell types inside diabetic glomeruli, including glomerular endothelial cells, mesangial cells, podocytes, and immune cells, by analyzing an online single-cell RNA profile (GSE131882) of patients with diabetic nephropathy. Differentially expressed genes in the glomeruli were processed by gene enrichment and protein-protein interactions analysis. Glomerular endothelial cells, as well as podocytes, play a critical role in diabetic nephropathy. A subgroup of glomerular endothelial cells possesses characteristic angiogenesis genes, indicating that angiogenesis takes place in the progress of diabetic nephropathy. Immune cells such as macrophages, T lymphocytes, B lymphocytes, and plasma cells also contribute to the disease progression. By using iTALK, the present study reports complicated cellular crosstalk inside glomeruli. Dysfunction of glomerular endothelial cells and immature angiogenesis result from the activation of both paracrine and autocrine signals. The present study reinforces the importance of glomerular endothelial cells in the development of diabetic nephropathy. The exploration of the signaling pathways involved in aberrant angiogenesis reported in the present study shed light on potential therapeutic target(s) for diabetic nephropathy.
Collapse
Affiliation(s)
- Tingting Li
- Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kaiyuan Shen
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiawei Li
- Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Susan W S Leung
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Tongyu Zhu
- Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yi Shi
- Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China
| |
Collapse
|
19
|
Kott KA, Vernon ST, Hansen T, de Dreu M, Das SK, Powell J, Fazekas de St Groth B, Di Bartolo BA, McGuire HM, Figtree GA. Single-Cell Immune Profiling in Coronary Artery Disease: The Role of State-of-the-Art Immunophenotyping With Mass Cytometry in the Diagnosis of Atherosclerosis. J Am Heart Assoc 2020; 9:e017759. [PMID: 33251927 PMCID: PMC7955359 DOI: 10.1161/jaha.120.017759] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Coronary artery disease remains the leading cause of death globally and is a major burden to every health system in the world. There have been significant improvements in risk modification, treatments, and mortality; however, our ability to detect asymptomatic disease for early intervention remains limited. Recent discoveries regarding the inflammatory nature of atherosclerosis have prompted investigation into new methods of diagnosis and treatment of coronary artery disease. This article reviews some of the highlights of the important developments in cardioimmunology and summarizes the clinical evidence linking the immune system and atherosclerosis. It provides an overview of the major serological biomarkers that have been associated with atherosclerosis, noting the limitations of these markers attributable to low specificity, and then contrasts these serological markers with the circulating immune cell subtypes that have been found to be altered in coronary artery disease. This review then outlines the technique of mass cytometry and its ability to provide high-dimensional single-cell data and explores how this high-resolution quantification of specific immune cell subpopulations may assist in the diagnosis of early atherosclerosis in combination with other complimentary techniques such as single-cell RNA sequencing. We propose that this improved specificity has the potential to transform the detection of coronary artery disease in its early phases, facilitating targeted preventative approaches in the precision medicine era.
Collapse
Affiliation(s)
- Katharine A Kott
- Cardiothoracic and Vascular Health Kolling Institute of Medical Research Sydney Australia.,Department of Cardiology Royal North Shore Hospital Northern Sydney Local Health District Sydney Australia.,School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia
| | - Stephen T Vernon
- Cardiothoracic and Vascular Health Kolling Institute of Medical Research Sydney Australia.,Department of Cardiology Royal North Shore Hospital Northern Sydney Local Health District Sydney Australia.,School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia
| | - Thomas Hansen
- Cardiothoracic and Vascular Health Kolling Institute of Medical Research Sydney Australia.,School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia
| | - Macha de Dreu
- School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia.,Ramaciotti Facility for Human Systems Biology Charles Perkins Centre University of Sydney Sydney Australia
| | - Souvik K Das
- Department of Cardiology Royal North Shore Hospital Northern Sydney Local Health District Sydney Australia
| | - Joseph Powell
- Garvan-Weizmann Centre for Cellular Genomics Garvan Institute Sydney Australia.,UNSW Cellular Genomics Futures Institute University of New South Wales Sydney Australia
| | - Barbara Fazekas de St Groth
- School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia.,Ramaciotti Facility for Human Systems Biology Charles Perkins Centre University of Sydney Sydney Australia.,Charles Perkins Centre University of Sydney Sydney Australia
| | - Belinda A Di Bartolo
- Cardiothoracic and Vascular Health Kolling Institute of Medical Research Sydney Australia
| | - Helen M McGuire
- School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia.,Ramaciotti Facility for Human Systems Biology Charles Perkins Centre University of Sydney Sydney Australia.,Charles Perkins Centre University of Sydney Sydney Australia
| | - Gemma A Figtree
- Cardiothoracic and Vascular Health Kolling Institute of Medical Research Sydney Australia.,Department of Cardiology Royal North Shore Hospital Northern Sydney Local Health District Sydney Australia.,School of Medical Sciences Faculty of Medicine and Health University of Sydney Sydney Australia.,Charles Perkins Centre University of Sydney Sydney Australia
| |
Collapse
|