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Xie W, Liao W, Lin H, He G, Li Z, Li L. Identification of Hub Genes and Immune Infiltration in Coronary Artery Disease: A Risk Prediction Model. J Inflamm Res 2024; 17:8625-8646. [PMID: 39553308 PMCID: PMC11566583 DOI: 10.2147/jir.s475639] [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: 04/26/2024] [Accepted: 11/04/2024] [Indexed: 11/19/2024] Open
Abstract
Purpose Our study aimed to establish a prediction model for coronary artery disease (CAD) that integrates immune infiltration and a gene expression signature. Methods 613 differentially expressed genes (DEGs) and 12 hub genes were screened via the GSE113079 dataset. The pathway enrichment analysis indicated that these genes (613 DEGs and 12 hub genes) were closely associated with the inflammatory and immune responses. Based on the differentially expressed miRNA (DEmiRNA)-DEG regulatory network and immune cell infiltration, the Lasso algorithm constructed a CAD risk prediction model containing the risk score and immune score. Then, ROC-AUC and polymerase chain reaction (PCR) were performed for validation. Results Six hub genes (PTGER1, PIK3R1, ADRA2A, CORT, CXCL12, and S1PR5) had a high distinguishing capability (AUC > 0.90). In addition, the miRNAs targeting 12 hub genes were predicted and intersected with the DEmiRNAs, and the DEmiRNA-DEG regulatory network was then constructed. Two LASSO models and a novel CAD risk prediction model were constructed through LASSO regression analysis, and they both accurately obtained the risk of CAD. The CAD risk prediction model shows good performance (AUC = 0.988). We also constructed a valid nomogram, and PCR results verified three downregulation hub genes and one upregulation gene in the CAD risk model. Conclusion We demonstrated the molecular mechanism of the hub genes in CAD and provided a valuable tool for predicting the risk of CAD.
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Affiliation(s)
- Wenchao Xie
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Wang Liao
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Hongming Lin
- Department of Cardiology, The First People Hospital of Yulin & The Sixth Affiliated Hospital of Guangxi Medical University, Yulin, Guangxi, 537000, People’s Republic of China
| | - Guanglin He
- Department of Cardiology, The First People Hospital of Yulin & The Sixth Affiliated Hospital of Guangxi Medical University, Yulin, Guangxi, 537000, People’s Republic of China
| | - Zhaohai Li
- Department of Cardiology, The First People Hospital of Yulin & The Sixth Affiliated Hospital of Guangxi Medical University, Yulin, Guangxi, 537000, People’s Republic of China
| | - Lang Li
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
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Mousavi SH, Dormanesh B, Shahidi S, Johari Moghadam A, Kazemi M, Abediny A. Stromal Cell-derived Factor-1 and CXC Chemokine Receptor Type-4 are Associated with Cardiovascular Disease in Patients under Hemodialysis. Int J Prev Med 2020; 10:219. [PMID: 31929866 PMCID: PMC6941382 DOI: 10.4103/ijpvm.ijpvm_69_18] [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: 02/06/2018] [Accepted: 03/22/2018] [Indexed: 11/04/2022] Open
Abstract
Background Cardiovascular disease (CVD) is the most common cause of death among patients with end-stage renal disease especially whom under hemodialysis (HD). Stromal cell-derived factor-1 (SDF-1) and its receptor CXC chemokine receptor type-4 (CXCR4) could contribute to CVD. The main aim of this study was to evaluate the association between SDF-1 and CXCR4 with CVD and its related risk factors in patients under HD. Methods Sixty patients under HD and 29 healthy subjects were recruited in the study. The serum levels and relative messenger RNA (mRNA) expressions of SDF-1 and CXCR4 were measured using enzyme-linked immunosorbent assay and real-time polymerase chain reaction in patients and controls, respectively. CVD history of the patients was obtained. Results Twenty patients (33.3%) had a history of CVD. The mean levels of serum and relative mRNA expressions of SDF-1 and CXCR4 were higher in patients than controls and also in patients with a history of CVD than patients without it. The serum levels and relative expressions of SDF-1 and CXCR4 were positively correlated with blood urea nitrogen, parathyroid hormone, and high-sensitivity C-reactive protein and inversely correlated with hemoglobin. The history of CVD was the independent predictor of serum levels of SDF-1 and CXCR4 and also relative mRNA expression of CXCR4. Conclusions The higher levels of serum and relative mRNA expressions of SDF-1 and CXCR4 were associated with CVD in patients under HD. Furthermore, SDF-1 and CXCR4 were associated with several traditional and uremia-related CVD risk factors in such patients.
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Affiliation(s)
| | - Banafsheh Dormanesh
- Department of Pediatric Nephrology, AJA University of Medical Sciences, Tehran, Iran
| | - Shahrzad Shahidi
- Department of Internal Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.,Isfahan Kidney Diseases Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Mohammad Kazemi
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amin Abediny
- Department of Pediatric Nephrology, AJA University of Medical Sciences, Tehran, Iran
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Rizvi S, Raza ST, Mahdi F, Singh SP, Rajput M, Rahman Q. Genetic polymorphisms inKCNJ11 (E23K, rs5219)andSDF-1β (G801A, rs1801157)genes are associated with the risk of type 2 diabetes mellitus. Br J Biomed Sci 2018; 75:139-144. [DOI: 10.1080/09674845.2018.1473939] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- S Rizvi
- Molecular Biology Lab, Department of Biochemistry, Era’s Lucknow Medical College and Hospital , Lucknow, India
- Science and Technology, Amity Institute of Biotechnology, Amity University Uttar Pradesh , Lucknow, India
| | - ST Raza
- Molecular Biology Lab, Department of Biochemistry, Era’s Lucknow Medical College and Hospital , Lucknow, India
| | - F Mahdi
- Molecular Biology Lab, Department of Biochemistry, Era’s Lucknow Medical College and Hospital , Lucknow, India
| | - SP Singh
- Molecular Biology Lab, Department of Biochemistry, Era’s Lucknow Medical College and Hospital , Lucknow, India
| | - M Rajput
- Molecular Biology Lab, Department of Biochemistry, Era’s Lucknow Medical College and Hospital , Lucknow, India
| | - Q Rahman
- Science and Technology, Amity Institute of Biotechnology, Amity University Uttar Pradesh , Lucknow, India
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Zhang J, Ma H, Gao J, Kong S, You J, Sheng Y. Variants in the CXCL12 gene was associated with coronary artery disease susceptibility in Chinese Han population. Oncotarget 2017; 8:54518-54527. [PMID: 28903360 PMCID: PMC5589599 DOI: 10.18632/oncotarget.17171] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 02/28/2017] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Coronary artery disease (CAD) is one of the most serious diseases all around the world. Previous studies have shown the function of CXCL12 in the process of atherosclerosis. The aim of this research is to examine whether variants of CXCL12 contribute to CAD. MATERIALS AND METHODS To examine whether variants of CXCL12 contribute to CAD, we selected 6 single nucleotide polymorphisms (SNPs) of CXCL12, and genotyped by Sequenom MassARRAY technology in 597 CAD patients and 685 healthy control. Odds ratio (OR) and 95% confidence intervals (CIs) were calculated by unconditional logistic regression adjusted for age and gender. We also analysis the differences in continuous variables among the subjects with three genotypes of related genes were assessed using the ANOVA. RESULTS We found significant differences in apoB concentrations with rs1065297 and rs10793538 different genotype. In the allele model, rs1065297, rs266089 and rs10793538 in CXCL12 gene associated with the risk of CAD. Stratified according to gender, rs266089 and rs2839693 in CXCL12 gene were associated with the risk of CAD in men, while rs1065297 and rs10793538 in CXCL12 gene were associated with the risk of CAD in women. Stratified according to age, rs197452 decreased the risk of CAD in less than 50 years old group. While in more than 50 years old group, not find significant results. Haplotype analysis shown that haplotype "TGCC" in the block increased CAD risk (OR=1.26, 95%CI: 1.00-1.58, p=0.046). CONCLUSION This study provides an evidence for polymorphism of CXCL12 gene associated with CAD development in Chinese Han population.
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Affiliation(s)
- Junbo Zhang
- Department of Peripheral Vascular, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Huijun Ma
- Department of Cardiology, The First Hospital of Xi'an, Xi'an 710002, China
| | - Jie Gao
- Cadre Ward of the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China
| | - Shu Kong
- Institute of Medical Engineering, Medical School of Xi'an Jiaotong University, Xi'an 710061, China
| | - Jiangtao You
- Department of Thoracic Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Ying Sheng
- Department of Peripheral Vascular, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
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Szigeti A, Ecsedy M, Schneider M, Lénárt L, Lesch B, Nagy ZZ, Fekete A, Récsán Z. Stromal Cell-Derived Factor 1 Polymorphism in Retinal Vein Occlusion. PLoS One 2016; 11:e0166544. [PMID: 27832196 PMCID: PMC5104314 DOI: 10.1371/journal.pone.0166544] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2016] [Accepted: 10/31/2016] [Indexed: 01/20/2023] Open
Abstract
Background Stromal cell-derived factor 1 (SDF1) has crucial role in the regulation of angiogenesis and ocular neovascularisation (NV). The purpose of this study was to evaluate the association between SDF1-3’G(801)A polymorphism and NV complications of retinal vein occlusion (RVO). Methods 130 patients with RVO (median age: 69.0, range 35–93 years; male/female– 58/72; 55 patients had central RVO, 75 patients had branch RVO) were enrolled in this study. In the RVO group, 40 (30.8%) patients were diagnosed with NV complications of RVO and 90 (69.2%) patients without NVs. The median follow up period was 40.3 months (range: 18–57 months). The SDF1-3’G(801)A polymorphism was detected by PCR-RFLP. Allelic prevalence was related to reference values obtained in the control group consisted of 125 randomly selected, age and gender matched, unrelated volunteers (median age: 68.0, range 36–95 years; male/female– 53/72). Statistical analysis of the allele and genotype differences between groups (RVO patients vs controls; RVO patients with NV vs RVO patients without NV) was determined by chi-squared test. P value of <0.05 was considered statistically significant. Results Hardy-Weinberg criteria was fulfilled in all groups. The SDF1-3’G(801)A allele and genotype frequencies of RVO patients were similar to controls (SDF1-3’A allele: 22.3% vs 20.8%; SDF1-3’(801)AA: 5.4% vs 4.8%, SDF1-3’(801)GG: 60.8% vs 63.2%). The frequency of SDF1-3’(801)AA and SDF1-3’(801)GA genotypes, as well as the SDF1-3’(801)A allele frequency were higher in RVO patients with NV versus in patients without NV complication (SDF1-3’(801)AA+AG genotypes: 57.5% vs 31.1%, p = 0.008; SDF1-3’(801)A allele: 35.0% vs 16.7%, p = 0.002) or versus controls (SDF1-3’(801)AA+AG genotypes 57.5% vs 36.8%, p = 0.021; SDF1-3’(801)A allele: 35.0% vs 20.8% p = 0.01). Carrying of SDF1-3’(801)A allele increased the risk of neovascularisation complications of RVO by 2.69 (OR, 95% CI = 1.47–4.93). Conclusion These findings suggest that carrying SDF1-3’(801)A allele plays a role in the development of neovascular complications in retinal vein occlusion.
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Affiliation(s)
- Andrea Szigeti
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
| | - Mónika Ecsedy
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
| | - Miklós Schneider
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
| | - Lilla Lénárt
- MTA-SE Lendület Diabetes Research Group, Research Laboratory for Pediatrics and Nephrology of the Hungarian Academy of Sciences and of the Semmelweis University, Budapest, Hungary
| | - Balázs Lesch
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
| | - Zoltán Zsolt Nagy
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
| | - Andrea Fekete
- MTA-SE Lendület Diabetes Research Group, Research Laboratory for Pediatrics and Nephrology of the Hungarian Academy of Sciences and of the Semmelweis University, Budapest, Hungary
| | - Zsuzsanna Récsán
- Department of Ophthalmology, Semmelweis University, Budapest, Hungary
- * E-mail:
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Zhang W, Liu Z, Zhou M, Yi L, Liu C. SDF1-3'A polymorphism is associated with size but not occurrence of abdominal aortic aneurysm in a Chinese population. J Vasc Surg 2016; 64:479-483. [PMID: 25800732 DOI: 10.1016/j.jvs.2015.01.059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 01/28/2015] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Previous studies have suggested that stromal-derived factor 1 (SDF1) plays a pivotal role in abdominal aortic aneurysm (AAA) development. The SDF1-3'A polymorphism (G to A, rs1801157), located in the 3' untranslated region, could influence the expression of SDF1. The aim of our study was to investigate the relationship of SDF1-3'A polymorphism with the risk of AAA occurrence and size. METHODS A total of 205 AAA patients and 216 age- and sex-matched controls were recruited. The SDF1-3'A polymorphism was evaluated by polymerase chain reaction, followed by restriction enzyme analysis. RESULTS The frequency of A allele was similar between groups. The genotype distribution also displayed no statistically significant differences under both the dominant model (odds ratio [OR], 0.922; P = .678) and the recessive model (OR, 1.617; P = .300). The multiple logistic regression analysis indicated that the association between the polymorphism and AAA remained insignificant when applied to the dominant model. However, AAA patients with GG genotype were more likely to develop aneurysms larger than 50 mm (OR, 0.497; P = .014). AAA patients with SDF1-3'A allele have reduced plasma SDF1α levels. In addition, plasma SDF1α levels were positively correlated with AAA size. CONCLUSIONS Our study suggests that SDF1-3'A polymorphism is associated with size but not occurrence of AAA, providing further evidence that SDF1 is implicated in AAA progression.
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Affiliation(s)
- Wenwen Zhang
- Department of Vascular Surgery, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhao Liu
- Department of Vascular Surgery, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Min Zhou
- Department of Vascular Surgery, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Long Yi
- Center for Translational Medicine, Nanjing University Medical School, Nanjing, China
| | - Changjian Liu
- Department of Vascular Surgery, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, China.
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Rath D, Schaeffeler E, Winter S, Hewer J, Müller K, Droppa M, Stimpfle F, Gawaz M, Schwab M, Geisler T. SDF1 Polymorphisms Influence Outcome in Patients with Symptomatic Cardiovascular Disease. PLoS One 2016; 11:e0161933. [PMID: 27607427 PMCID: PMC5015912 DOI: 10.1371/journal.pone.0161933] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Accepted: 08/14/2016] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND SDF1 and its cognate receptors CXCR4 and CXCR7 are involved in myocardial repair and are associated with outcome in cardiovascular patients. Hence, we aimed to investigate clinically significant SDF1 SNPs for their prognostic impact in patients with cardiovascular disease. METHODS AND RESULTS Genotyping for selected SDF1 variants (rs1065297, rs2839693, rs1801157, rs266087, rs266085 and rs266089 was performed in patients (n = 872) who underwent percutaneous coronary intervention. Carriers of variant rs2839693 and rs266089 showed significantly higher cumulative event-free survival compared with non-carriers. All other polymorphisms had no relevant influence on outcome. Multivariate Cox regression analysis showed a significant correlation of these SNPs with cardiovascular outcome after inclusion of clinical and prognostic relevant variables (hazard ratio (HR) 0.51 (95% CI 0.30-0.88), p = 0.015 and [HR 0.51 (95% CI 0.30-0.88), p = 0.016, respectively). In addition, multivariate Cox regression with SDF1 haplotypes revealed a significantly reduced risk for the haplotype carrying the minor alleles of rs2839693 and rs266089 (HR 0.47 (95% CI 0.27-0.84), p = 0.011). CONCLUSION Distinct SDF1 polymorphisms are associated with improved cardiovascular prognosis in CAD patients. Further studies are warranted to validate these results and to better describe the endogenous regeneration potential in carriers of these SNPs. Targeted, genotype guided therapeutic approaches to foster myocardial regeneration and thus cardiovascular prognosis should be evaluated in future.
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Affiliation(s)
- Dominik Rath
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Elke Schaeffeler
- Dr. Margarete-Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, Stuttgart, Germany
| | - Stefan Winter
- Dr. Margarete-Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, Stuttgart, Germany
| | - Jens Hewer
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Karin Müller
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Michal Droppa
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Fabian Stimpfle
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Meinrad Gawaz
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
| | - Matthias Schwab
- Dr. Margarete-Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, Stuttgart, Germany
- Department of Clinical Pharmacology, University Hospital Tuebingen, Auf der Morgenstelle 8, Tuebingen, Germany
| | - Tobias Geisler
- Department of Cardiology, University Hospital Tuebingen, Otfried-Mueller-Straße 10, Tuebingen, Germany
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Lack of an Association between the SDF-1 rs1801157 Polymorphism and Coronary Heart Disease: A Meta-Analysis. Sci Rep 2015; 5:11803. [PMID: 26133117 PMCID: PMC4488865 DOI: 10.1038/srep11803] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Accepted: 06/05/2015] [Indexed: 12/31/2022] Open
Abstract
Recent studies have shown that the single-nucleotide polymorphism (SNP) rs1801157 in the stromal cell-derived factor (SDF)-1 gene is associated with susceptibility to coronary heart disease (CHD). However, published studies have shown inconsistent results. Therefore, a meta-analysis was carried out to evaluate the association between rs1801157 and CHD in the literature. A systematic literature search was performed using the PubMed, Web of Science, Cochrane Library, Chinese National Knowledge Infrastructure and Chinese Wan Fang databases. Heterogeneity and publication bias were also evaluated. Seven eligible studies that involved 4656 cases and 2654 controls were finally included in this meta-analysis. Overall, the results showed that the rs1801157 polymorphism was not statistically associated with the risk of CHD under all genetic models but that rs1801157 was associated with decreased susceptibility to myocardial infarction (MI) in subgroup analyses. Moreover, no association was found between rs1801157 and the susceptibility to CHD in either Caucasians or Asians. In conclusion, our meta-analysis demonstrated that the rs1801157 polymorphism is not associated with the susceptibility to CHD but may be associated with a decreased risk of MI. However, further large-scale, case-control studies with rigorous designs should be conducted to confirm these conclusions.
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