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Ghatge M, Nair J, Sharma A, Vangala RK. Integrative gene ontology and network analysis of coronary artery disease associated genes suggests potential role of ErbB pathway gene EGFR. Mol Med Rep 2018; 17:4253-4264. [PMID: 29328373 PMCID: PMC5802197 DOI: 10.3892/mmr.2018.8393] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 11/14/2017] [Indexed: 12/27/2022] Open
Abstract
Coronary artery disease (CAD) is a major cause of mortality in India, more importantly the young Indians. Combinatorial and integrative approaches to evaluate pathways and genes to gain an improved understanding and potential biomarkers for risk assessment are required. Therefore, 608 genes from the CADgene database version 2.0, classified into 12 functional classes representing the atherosclerotic disease process, were analyzed. Homology analysis of the unique list of gene ontologies (GO) from each functional class gave 8 GO terms represented in 11 and 10 functional classes. Using disease ontology analysis 80 genes belonging to 8 GO terms, using FunDO suggested that 29 of them were identified to be associated with CAD. Extended network analysis of these genes using STRING version 9.1 gave 328 nodes and 4,525 interactions of which the top 5% had a node degree of ≥75 associated with pathways including the ErbB signaling pathway with epidermal growth factor receptor (EGFR) gene as the central hub. Evaluation of EFGR protein levels in age and gender-matched 342 CAD patients vs. 342 control subjects demonstrated significant differences [controls=149.76±2.47 pg/ml and CAD patients stratified into stable angina (SA)=161.65±3.40 pg/ml and myocardial infarction (MI)=171.51±4.26 pg/ml]. Logistic regression analysis suggested that increased EGFR levels exhibit 3-fold higher risk of CAD [odds ratio (OR) 3.51, 95% confidence interval [CI] 1.96–6.28, P≤0.001], upon adjustment for hypertension, diabetes and smoking. A unit increase in EGFR levels increased the risk by 2-fold for SA (OR 2.58, 95% CI 1.25–5.33, P=0.01) and 3.8-fold for MI (OR 3.82, 95% CI 1.94–7.52, P≤0.001) following adjustment. Thus, the use of ontology mapping and network analysis in an integrative manner aids in the prioritization of biomarkers of complex disease.
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Affiliation(s)
- Madankumar Ghatge
- Tata Proteomics and Coagulation Unit, Thrombosis Research Institute, Narayana Hrudayalaya Hospital, Bengaluru, Karnataka 560099, India
| | - Jiny Nair
- Mary and Garry Weston Functional Genomics Unit, Thrombosis Research Institute, Bengaluru, Karnataka 560099, India
| | - Ankit Sharma
- Manipal University, Manipal, Karnataka 576104, India
| | - Rajani Kanth Vangala
- Tata Proteomics and Coagulation Unit, Thrombosis Research Institute, Narayana Hrudayalaya Hospital, Bengaluru, Karnataka 560099, India
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Imperatore F, Maurizio J, Vargas Aguilar S, Busch CJ, Favret J, Kowenz-Leutz E, Cathou W, Gentek R, Perrin P, Leutz A, Berruyer C, Sieweke MH. SIRT1 regulates macrophage self-renewal. EMBO J 2017; 36:2353-2372. [PMID: 28701484 DOI: 10.15252/embj.201695737] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 05/30/2017] [Accepted: 06/02/2017] [Indexed: 12/21/2022] Open
Abstract
Mature differentiated macrophages can self-maintain by local proliferation in tissues and can be extensively expanded in culture under specific conditions, but the mechanisms of this phenomenon remain only partially defined. Here, we show that SIRT1, an evolutionary conserved regulator of life span, positively affects macrophage self-renewal ability in vitro and in vivo Overexpression of SIRT1 during bone marrow-derived macrophage differentiation increased their proliferative capacity. Conversely, decrease of SIRT1 expression by shRNA inactivation, CRISPR/Cas9 mediated deletion and pharmacological inhibition restricted macrophage self-renewal in culture. Furthermore, pharmacological SIRT1 inhibition in vivo reduced steady state and cytokine-induced proliferation of alveolar and peritoneal macrophages. Mechanistically, SIRT1 inhibition negatively regulated G1/S transition, cell cycle progression and a network of self-renewal genes. This included inhibition of E2F1 and Myc and concomitant activation of FoxO1, SIRT1 targets mediating cell cycle progression and stress response, respectively. Our findings indicate that SIRT1 is a key regulator of macrophage self-renewal that integrates cell cycle and longevity pathways. This suggests that macrophage self-renewal might be a relevant parameter of ageing.
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Affiliation(s)
| | - Julien Maurizio
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France
| | - Stephanie Vargas Aguilar
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France.,Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
| | - Clara J Busch
- Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
| | - Jérémy Favret
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France.,Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
| | - Elisabeth Kowenz-Leutz
- Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
| | - Wilfried Cathou
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France
| | - Rebecca Gentek
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France
| | - Pierre Perrin
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France
| | - Achim Leutz
- Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
| | - Carole Berruyer
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France
| | - Michael H Sieweke
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, France .,Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtzgemeinschaft (MDC), Berlin, Germany
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Birbrair A, Zhang T, Wang ZM, Messi ML, Mintz A, Delbono O. Pericytes: multitasking cells in the regeneration of injured, diseased, and aged skeletal muscle. Front Aging Neurosci 2014; 6:245. [PMID: 25278877 PMCID: PMC4166895 DOI: 10.3389/fnagi.2014.00245] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Accepted: 08/29/2014] [Indexed: 12/16/2022] Open
Abstract
Pericytes are perivascular cells that envelop and make intimate connections with adjacent capillary endothelial cells. Recent studies show that they may have a profound impact in skeletal muscle regeneration, innervation, vessel formation, fibrosis, fat accumulation, and ectopic bone formation throughout life. In this review, we summarize and evaluate recent advances in our understanding of pericytes' influence on adult skeletal muscle pathophysiology. We also discuss how further elucidating their biology may offer new approaches to the treatment of conditions characterized by muscle wasting.
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Affiliation(s)
- Alexander Birbrair
- Department of Internal Medicine-Gerontology, Wake Forest School of Medicine Winston-Salem, NC, USA ; Neuroscience Program, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Tan Zhang
- Department of Internal Medicine-Gerontology, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Zhong-Min Wang
- Department of Internal Medicine-Gerontology, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Maria L Messi
- Department of Internal Medicine-Gerontology, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Akiva Mintz
- Department of Neurosurgery, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Osvaldo Delbono
- Department of Internal Medicine-Gerontology, Wake Forest School of Medicine Winston-Salem, NC, USA ; Neuroscience Program, Wake Forest School of Medicine Winston-Salem, NC, USA
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