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Exploring the Role of Obesity in Dilated Cardiomyopathy Based on Bio-informatics Analysis. J Cardiovasc Dev Dis 2022; 9:jcdd9120462. [PMID: 36547458 PMCID: PMC9783214 DOI: 10.3390/jcdd9120462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/08/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
(1) Background: Obesity is a major risk factor for cardiovascular disease (CVD), contributing to increasing global disease burdens. Apart from heart failure, coronary artery disease, and arrhythmia, recent research has found that obesity also elevates the risk of dilated cardiomyopathy (DCM). The main purpose of this study was to investigate the underlying biological role of obesity in increasing the risk of DCM. (2) Methods: The datasets GSE120895, GSE19303, and GSE2508 were downloaded from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were analyzed using GSE120895 for DCM and GSE2508 for obesity, and the findings were compiled to discover the common genes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were conducted for the common genes in RStudio. In addition, CIBERSORT was used to obtain the immune cellular composition from DEGs. The key genes were identified in the set of common genes by the least absolute shrinkage and selection operator (LASSO) algorithm, the prognostic risk models of which were verified by receiver operator characteristic (ROC) curves in GSE19303. Finally, Spearman's correlation was used to explore the connections between key genes and immune cells. (3) Results: GO and KEGG pathway enrichment analyses showed that the main enriched terms of the common genes were transforming growth factor-beta (TGF-β), fibrillar collagen, NADPH oxidase activity, and multiple hormone-related signaling pathways. Both obesity and DCM had a disordered immune environment, especially obesity. The key genes NOX4, CCDC80, COL1A2, HTRA1, and KLHL29 may be primarily responsible for the changes. Spearman's correlation analysis performed for key genes and immune cells indicated that KLHL29 closely correlated to T cells and M2 macrophages, and HTRA1 very tightly correlated to plasma cells. (4) Conclusions: Bio-informatics analyses performed for DCM and obesity in our study suggested that obesity disturbed the immune micro-environment, promoted oxidative stress, and increased myocardial fibrosis, resulting in ventricular remodeling and an increased risk of DCM. The key genes KLHL29 and HTRA1 may play critical roles in obesity-related DCM.
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Steinkamp HM, Hathaway-Schrader JD, Chavez MB, Aartun JD, Zhang L, Jensen T, Shojaee Bakhtiari A, Helke KL, Stumpo DJ, Alekseyenko AV, Novince CM, Blackshear PJ, Kirkwood KL. Tristetraprolin Is Required for Alveolar Bone Homeostasis. J Dent Res 2018. [PMID: 29514008 DOI: 10.1177/0022034518756889] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Tristetraprolin (TTP) is an RNA-binding protein that targets numerous immunomodulatory mRNA transcripts for degradation. Many TTP targets are key players in the pathogenesis of periodontal bone loss, including tumor necrosis factor-α. To better understand the extent that host immune factors play during periodontal bone loss, we assessed alveolar bone levels, inflammation and osteoclast activity in periodontal tissues, and immune response in draining cervical lymph nodes in TTP-deficient and wild-type (WT) mice in an aging study. WT and TTP-deficient (knockout [KO]) mice were used for all studies under specific pathogen-free conditions. Data were collected on mice aged 3, 6, and 9 mo. Microcomputed tomography (µCT) was performed on maxillae where 3-dimensional images were generated and bone loss was assessed. Decalcified sections of specimens were scored for inflammation and stained with tartrate-resistant acid phosphate (TRAP) to visualize osteoclasts. Immunophenotyping was performed on single-cell suspensions isolated from primary and peripheral lymphoid tissues using flow cytometry. Results presented indicate that TTP KO mice had significantly more alveolar bone loss over time compared with WT controls. Bone loss was associated with significant increases in inflammatory cell infiltration and an increased percentage of alveolar bone surfaces apposed with TRAP+ cells. Furthermore, it was found that the draining cervical lymph nodes were significantly enlarged in TTP-deficient animals and contained a distinct pathological immune profile compared with WT controls. Finally, the oral microbiome in the TTP KO mice was significantly different with age from WT cohoused mice. The severe bone loss, inflammation, and increased osteoclast activity observed in these mice support the concept that TTP plays a critical role in the maintenance of alveolar bone homeostasis in the presence of oral commensal flora. This study suggests that TTP is required to inhibit excessive inflammatory host responses that contribute to periodontal bone loss, even in the absence of specific periodontal pathogens.
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Affiliation(s)
- H M Steinkamp
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - J D Hathaway-Schrader
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - M B Chavez
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - J D Aartun
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - L Zhang
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA.,2 Department of Oral Biology, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - T Jensen
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - A Shojaee Bakhtiari
- 3 Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - K L Helke
- 4 Department of Comparative Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - D J Stumpo
- 3 Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - A V Alekseyenko
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA.,3 Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - C M Novince
- 1 Department of Oral Health Sciences and Center for Oral Health Research, Medical University of South Carolina, Charleston, SC, USA
| | - P J Blackshear
- 5 Signal Transduction Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, Departments of Biochemistry & Medicine, Duke University Medical Center, Durham, NC, USA
| | - K L Kirkwood
- 2 Department of Oral Biology, University at Buffalo, State University of New York, Buffalo, NY, USA
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Lorenzi M, Lorenzi T, Marzetti E, Landi F, Vetrano DL, Settanni S, Antocicco M, Bonassi S, Valdiglesias V, Bernabei R, Onder G. Association of frailty with the serine protease HtrA1 in older adults. Exp Gerontol 2016; 81:8-12. [PMID: 27058767 DOI: 10.1016/j.exger.2016.03.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 03/16/2016] [Accepted: 03/29/2016] [Indexed: 11/17/2022]
Abstract
Frailty is a geriatric syndrome characterized by multi system dysregulation. It has been suggested that chronic inflammation may be involved in the pathogenesis of frailty. No study so far has identified accurate, specific and sensitive molecular biomarkers for frailty. High-temperature requirement serine protease A1 (HtrA1) is a secreted multidomain serine protease implicated in the inhibition of signaling of active transforming growth factor-β (TGF-β)1, a cytokine which has an important anti-inflammation role. The aim of the present study was to investigate the association of circulating levels of HtrA1 with frailty in a sample of older adults. The study was performed in 120 older adults aged >65years and admitted to a geriatric outpatient clinic. The frailty status of participants was assessed by both the Fried's criteria (physical frailty, PF) and a modified Rockwood's frailty index (FI). Plasma HtrA1 concentration was measured using commercial ELISA kit. Frailty was identified in 61/120 participants (50.8%) using PF, and in 60/118 subjects (50.8%) using FI. Plasma levels of HtrA1 were significantly higher in individuals classified as frail according to PF (75.9ng/mL, 95% CI 67.4-85.6) as compared with non-frail participants (48.4ng/mL, 95% CI 42.5-54.6, p<0.001). A significant association was also observed between frailty, assessed by FI, and HtrA1 levels (72.2ng/mL, 95% CI 63.4-82.3, vs. 50.4ng/mL, 95% CI 44.3-58.0, p<0.001). These associations were confirmed after adjusting for potential confounders. This study demonstrates for the first time the association of plasma levels of HtrA1 with frailty status. Future investigations are needed to validate the potential value of HtrA1 as possible biomarker for frailty.
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Affiliation(s)
- Maria Lorenzi
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy.
| | - Teresa Lorenzi
- Department of Experimental and Clinical Medicine, Section of Neuroscience and Cell Biology, School of Medicine, Università Politecnica delle Marche, Via Tronto 10/a, 60020 Ancona, Italy
| | - Emanuele Marzetti
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Francesco Landi
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Davide L Vetrano
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Silvana Settanni
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Manuela Antocicco
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Stefano Bonassi
- Unit of Clinical and Molecular Epidemiology, IRCCS San Raffaele Pisana, Via di Val Cannuta, 247, 00166 Rome, Italy
| | - Vanessa Valdiglesias
- DICOMOSA Group, Department of Psychology, Area of Psychobiology, University of A Coruña, Campus A Coruña, E15071 A Coruña, Spain
| | - Roberto Bernabei
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
| | - Graziano Onder
- Department of Geriatrics, Neurosciences and Orthopedics, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168 Rome, Italy
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Identification and Evolutionary Analysis of Potential Candidate Genes in a Human Eating Disorder. BIOMED RESEARCH INTERNATIONAL 2016; 2016:7281732. [PMID: 27088090 PMCID: PMC4819096 DOI: 10.1155/2016/7281732] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 02/11/2016] [Accepted: 02/22/2016] [Indexed: 12/18/2022]
Abstract
The purpose of this study was to find genes linked with eating disorders and associated with both metabolic and neural systems. Our operating hypothesis was that there are genetic factors underlying some eating disorders resting in both those pathways. Specifically, we are interested in disorders that may rest in both sleep and metabolic function, generally called Night Eating Syndrome (NES). A meta-analysis of the Gene Expression Omnibus targeting the mammalian nervous system, sleep, and obesity studies was performed, yielding numerous genes of interest. Through a text-based analysis of the results, a number of potential candidate genes were identified. VGF, in particular, appeared to be relevant both to obesity and, broadly, to brain or neural development. VGF is a highly connected protein that interacts with numerous targets via proteolytically digested peptides. We examined VGF from an evolutionary perspective to determine whether other available evidence supported a role for the gene in human disease. We conclude that some of the already identified variants in VGF from human polymorphism studies may contribute to eating disorders and obesity. Our data suggest that there is enough evidence to warrant eGWAS and GWAS analysis of these genes in NES patients in a case-control study.
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