RESUMO
BACKGROUND & OBJECTIVES: Metabolic syndrome (MetS) increases the likelihood of developing coronary artery disease (CAD), and inflammation is involved in the pathogenesis of both these conditions. The present work was conducted to examine the relative expression of 18 key inflammatory genes associated with MetS and incident CAD in a representative group of patients. METHODS: A total of 178 male patients, including 57 with CAD and 121 without CAD, were enrolled in the study. The participants without CAD were characterized for the presence of MetS using modified criteria specific for Asian Indians, which included a lower cut-off for waist circumference (≥90 cm for men). The expression of 18 inflammatory genes was evaluated in peripheral whole blood by quantitative polymerase chain reaction method. RESULTS: Of the 121 participants without CAD, 53 (43.8%) had three or more risk factors (MetS group), 50 (41.3%) had one or two risk factors (non-MetS group), while 18 (14.8%) did not have any risk factors (control group). High nuclear factor-kappa B (NF-κB) expression levels and low interleukin-10 (IL-10) levels were observed in MetS patients. Linear association was seen between NF-κB and vascular endothelial growth factor A (VEGFA) expression and with increase in MetS components. Comparison of gene expression pattern between CAD and MetS revealed significantly higher expression of leukotriene genes - arachidonate 5-lipoxygenase (ALOX5), arachidonate 5-lipoxygenase activating protein (ALOX5 AP), leukotriene A4 hydrolase (LTA4H) and leukotriene C4 synthase (LTC4S), and lower expression of NF-κB, interleukin 1 beta (IL-1ß), monocyte chemoattractant protein-1 (MCP-1/CCL2) and signal transducer and activator of transcription 3 (STAT3) genes in CAD. There was linear increase in expression of LTA4H, LTC4S, IL-8 and VEGFA genes across the four groups, namely from controls, non-MetS, MetS and CAD. INTERPRETATION & CONCLUSIONS: A distinct gene expression pattern was seen in MetS and CAD implying a well-orchestrated inflammatory and immune activity. Specifically, NF-κB might be playing an active role in MetS, allowing further expansion of the inflammatory process with resolution of inflammation in full-blown CAD, wherein other gene players such as leukotrienes may dominate.
Assuntos
Proteínas Sanguíneas/genética , Doença da Artéria Coronariana/genética , Inflamação/genética , Síndrome Metabólica/genética , Adulto , Doença da Artéria Coronariana/sangue , Doença da Artéria Coronariana/patologia , Feminino , Regulação da Expressão Gênica/genética , Humanos , Inflamação/sangue , Inflamação/patologia , Masculino , Síndrome Metabólica/sangue , Síndrome Metabólica/patologia , Pessoa de Meia-Idade , NF-kappa B/sangue , NF-kappa B/genética , Fatores de RiscoRESUMO
AIMS & OBJECTIVES: Cardiovascular disease is highly prevalent among Asian Indians. The objective of the Indian Atherosclerosis Research Study (IARS) is to understand the molecular basis of Coronary Artery Disease (CAD) in this population. METHODS & RESULTS: Over 12,500 subjects from 2500 families and 2500 healthy matched controls will be enrolled by year 2010 in the IARS. Selection of participants will be based on stringent inclusion/exclusion criteria. Blood samples will be analyzed for various genes and biomarkers implicated in CAD by employing commercial or in-house developed assays as for indices of early vascular changes. To date, over 6053 individuals from 1644 families with associated demographics, clinical information and bio specimen have been enrolled and comprise of 2131 CAD patients with mean age, 55.02 +/- 0.19 years and 3901 unaffected relatives with mean age, 40.15 +/- 0.22 years. Over 70% of the CAD patients were males. There was significant association of diabetes, hypertension and smoking with CAD status (OR 2.43-4.75; 95% CI 2.01-5.59). Subjects with metabolic syndrome (MS) showed 3 times higher risk of CAD than the non MS group (OR 3.04; 95% CI 2.71-3.41). Preliminary analyses on various atherothrombotic genes relating to lipids, inflammation and growth have identified novel variants as well as unique haplotypes associated with CAD. Proteomic studies revealed strong heritability for plasma TG, IL6, hsCRP and HDL-c levels (h2 46%-86%; p < 0.01). Baseline levels of pro-inflammatory like CRP, sPLA2 and sTWEAK were significantly higher in patients with recurrent or new coronary event. Affected subjects had higher serum antibody titers to CMV, H. pylori and C Pneumoniae infections. Early results from non-invasive assessment of endothelial dysfunction using Periscope suggest that this method is a sensitive tool for delineation of sub clinical atherosclerosis. CONCLUSION: The clinical and molecular data will be systematically integrated to develop a refined algorithm for risk prediction in the Asian Indian population.
Assuntos
Aterosclerose/epidemiologia , Aterosclerose/genética , Projetos de Pesquisa , Adulto , Aterosclerose/sangue , Biomarcadores/sangue , Estudos de Casos e Controles , Feminino , Genômica , Humanos , Índia/epidemiologia , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Prevalência , Estudos Prospectivos , ProteômicaRESUMO
Inflammation plays a major role in coronary artery disease (CAD). We investigated the polymorphisms in the interleukin 6 (IL6) gene and their effect on the expression of acute-phase proteins in premature CAD in Asian Indian families. One hundred and ninety affected sibling pairs (ASPs) were genotyped for three tag single nucleotide polymorphisms (SNPs) in the IL6 gene for linkage analysis. We observed suggestive logarithm of odds (LOD) score for one SNP (rs2066992) in a subset of 62 ASPs with the age at onset less than 45 years (LOD score=1.114, p=0.011 in linkage analysis; pi=0.55, p=0.008 in identity by descent; LOD score=1.06, p=0.014 in quantitative trait locus for plasma levels of high sensitivity C-reactive protein, hsCRP). This was followed by sequencing of the promoter region and haplotype analysis in 46 probands and 40 controls. Five out of the eight previously reported promoter SNPs were found to be polymorphic (rs1800797, rs1800796, rs7802307, rs7802308, rs1800795). Two novel sequence variants were also found. One promoter haplotype (GGAAG) was detected with an odds ratio (OR) of 3.676 (p=0.0017, 95% confidence interval [CI]: 1.68-8.045) and population attributable risk of 21.1% (95%CI: 9.2%-31.5%). The plasma levels of both hsCRP and fibrinogen exhibited significant association with these promoter SNP genotypes (p<0.001). In conclusion, IL6 gene polymorphisms appear to be important genetic factors in premature CAD, and in the regulation of key atherogenic markers in Asian Indian families.
Assuntos
Povo Asiático/genética , Doença da Artéria Coronariana/genética , Interleucina-6/genética , Polimorfismo de Nucleotídeo Único , Adulto , Idade de Início , Idoso , Proteína C-Reativa/metabolismo , Estudos de Casos e Controles , Doença da Artéria Coronariana/epidemiologia , Doença da Artéria Coronariana/metabolismo , Análise Mutacional de DNA , Feminino , Fibrinogênio/metabolismo , Ligação Genética , Predisposição Genética para Doença , Haplótipos , Humanos , Índia/epidemiologia , Escore Lod , Masculino , Pessoa de Meia-Idade , Razão de Chances , Linhagem , Fenótipo , Regiões Promotoras Genéticas , Locos de Características Quantitativas , Medição de Risco , Fatores de RiscoRESUMO
BACKGROUND: The APOA1-C3-A5 gene cluster plays an important role in the regulation of lipids. Asian Indians have an increased tendency for abnormal lipid levels and high risk of Coronary Artery Disease (CAD). Therefore, the present study aimed to elucidate the relationship of four single nucleotide polymorphisms (SNPs) in the Apo11q cluster, namely the -75G>A, +83C>T SNPs in the APOA1 gene, the Sac1 SNP in the APOC3 gene and the S19W variant in the APOA5 gene to plasma lipids and CAD in 190 affected sibling pairs (ASPs) belonging to Asian Indian families with a strong CAD history. METHODS & RESULTS: Genotyping and lipid assays were carried out using standard protocols. Plasma lipids showed a strong heritability (h2 48% - 70%; P < 0.0001). A subset of 77 ASPs with positive sign of Logarithm of Odds (LOD) score showed significant linkage to CAD trait by multi-point analysis (LOD score 7.42, P < 0.001) and to Sac1 (LOD score 4.49) and -75G>A (LOD score 2.77) SNPs by single-point analysis (P < 0.001). There was significant proportion of mean allele sharing (pi) for the Sac1 (pi 0.59), -75G>A (pi 0.56) and +83C>T (pi 0.52) (P < 0.001) SNPs, respectively. QTL analysis showed suggestive evidence of linkage of the Sac1 SNP to Total Cholesterol (TC), High Density Lipoprotein-cholesterol (HDL-C) and Apolipoprotein B (ApoB) with LOD scores of 1.42, 1.72 and 1.19, respectively (P < 0.01). The Sac1 and -75G>A SNPs along with hypertension showed maximized correlations with TC, TG and Apo B by association analysis. CONCLUSION: The APOC3-Sac1 SNP is an important genetic variant that is associated with CAD through its interaction with plasma lipids and other standard risk factors among Asian Indians.
Assuntos
Apolipoproteína A-I/genética , Apolipoproteína C-III/genética , Apolipoproteínas A/genética , Povo Asiático/genética , Doença da Artéria Coronariana/genética , Família Multigênica/genética , Adulto , Idade de Início , Idoso , Apolipoproteína A-V , Ásia/etnologia , Feminino , Frequência do Gene , Ligação Genética , Marcadores Genéticos , Genótipo , Humanos , Índia , Padrões de Herança/genética , Masculino , Pessoa de Meia-Idade , Fenótipo , Polimorfismo de Nucleotídeo Único/genética , Locos de Características Quantitativas/genética , Análise de RegressãoRESUMO
Asian Indians have a high predisposition to metabolic syndrome (MS) and coronary artery disease (CAD). The present study aimed to estimate MS prevalence in 531 Asian Indian families comprising of 2318 individuals. Anthropometrics and lipid profile were assessed. MS prevalence was estimated using standard Adult Treatment Panel III (ATP-III) and World Health Organisation (WHO) criteria and modified definitions which included lowered cut-offs for waist circumference (WC) (> or =90 cm for men and > or =80 cm for women], body mass index (BMI) (> or =23 kg/m2) and impaired fasting glucose (IFG) levels. ATP-III criteria identified a significantly higher proportion of people with MS (N = 933; 40.3%) compared with WHO (N = 708; 30.6%; p < 0.0001) while modified ATP-III showed maximum gain in percent prevalence among the revised criteria (17.3%; p = 0.0056). The IDF criteria identified similar proportion of subjects with MS (N = 809; 34.9%) as the revised WHO criteria (N = 792; 34.2%). The number of MS subjects was highest in the 50-59 years age group. MS was diagnosed a decade earlier in unaffected subjects compared with those with CAD/diabetes using the modified MS criteria. WC correlated significantly with BMI and waist-hip ratio (WHR) (p = 0.000). Among MS components, high density lipoprotein cholesterol and BMI contributed significantly in males (71.4% and 85.9%) and females (86.8% and 88.8%), respectively. The higher percentage contribution of WC among males and WHR among females indicates the influence of gynecoid/android pelvis on WHR measures. In conclusion, the revision of definition criteria for MS with lowered cut-offs for WC and BMI is critical for the accurate assessment of MS among Asian Indians.
Assuntos
Síndrome Metabólica/epidemiologia , Análise de Variância , Antropometria , Aterosclerose/epidemiologia , Doenças Cardiovasculares/epidemiologia , Distribuição de Qui-Quadrado , Diabetes Mellitus Tipo 2/epidemiologia , Feminino , Humanos , Índia/epidemiologia , Lipídeos/sangue , Masculino , Síndrome Metabólica/etnologia , Pessoa de Meia-Idade , Prevalência , Análise de Componente PrincipalRESUMO
Venous thromboembolism (VTE), a multi-factorial disease, is the third most common cardiovascular disease. Established genetic and acquired risk factors are responsible for the onset of VTE. High altitude (HA) also poses as an additional risk factor, predisposing individuals to VTE; however, its molecular mechanism remains elusive. This study aimed to identify genes/pathways associated with the pathophysiology of deep vein thrombosis (DVT) at HA. Gene expression profiling of DVT patients, who developed the disease, either at sea level or at HA-DVT locations, resulted in differential expression of 378 and 875 genes, respectively. Gene expression profiles were subjected to bioinformatic analysis, followed by technical and biological validation of selected genes using quantitative reverse transcription-polymerase chain reaction. Both gene ontology and pathway analysis showed enrichment of genes involved in haemostasis and platelet activation in HA-DVT patients with the most relevant pathway being 'response to hypoxia'. Thus, given the environmental condition the differential expression of hypoxia-responsive genes (angiogenin, ribonuclease, RNase A family, 5; early growth response 1; lamin A; matrix metallopeptidase 14 [membrane-inserted]; neurofibromin 1; PDZ and LIM domain 1; procollagen-lysine 1, 2-oxoglutarate 5-dioxygenase 1; solute carrier family 6 [neurotransmitter transporter, serotonin], member 4; solute carrier family 9 [sodium/hydrogen exchanger], member 1; and TEK tyrosine kinase, endothelial) in HA-DVT could be a determining factor to understand the pathophysiology of DVT at HA.
Assuntos
Altitude , Transtornos da Coagulação Sanguínea/genética , Coagulação Sanguínea/genética , Interação Gene-Ambiente , Hipóxia/genética , Trombose Venosa/genética , Adulto , Transtornos da Coagulação Sanguínea/sangue , Transtornos da Coagulação Sanguínea/diagnóstico , Estudos de Casos e Controles , Perfilação da Expressão Gênica/métodos , Redes Reguladoras de Genes , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Hipóxia/complicações , Hipóxia/diagnóstico , Masculino , Fenótipo , Medição de Risco , Fatores de Risco , Transcriptoma , Trombose Venosa/sangue , Trombose Venosa/diagnósticoRESUMO
Diabetes (DM), hypertension (HTN), and metabolic syndrome (MS) are established cardiovascular risk factors with a complex etiology. The aim of the present study was to estimate the rates of concordance for the above coronary risk factors between siblings in Asian Indian families with premature coronary artery disease (CAD). Spouse concordance rates were used to evaluate the relative contribution of shared genes and lifestyle towards these traits. A total of 508 families comprising of 1250 sib-pairs and 463 corresponding spouse-pairs were analyzed. Concordance rates were manually determined. Plasma lipids were estimated by standard enzymatic assay. The concordance rates among sib-pairs for DM, HTN, and MS was 11% (N = 136), 14% (N = 174), and 23% (N = 287), while the corresponding concordance for spouse-pairs was 2.8% (N = 13), 6.3% (N = 29), and 28.1% (N = 130), respectively. Employing Chi-square test, sib-pairs showed significantly higher concordance for diabetes (p < or = 0.0001) and hypertension (p < 0.0001) while spouse-pairs had higher concordance for metabolic syndrome (p = 0.033) in our study. These findings suggest a probable dominant genetic component in the causation of DM and HTN and a predominantly nongenetic component for metabolic syndrome among Asian Indians.
Assuntos
Diabetes Mellitus Tipo 2/epidemiologia , Hipertensão/epidemiologia , Síndrome Metabólica/epidemiologia , Irmãos , Adulto , Feminino , Humanos , Índia/epidemiologia , Lipídeos/sangue , Masculino , Pessoa de Meia-Idade , CônjugesRESUMO
BACKGROUND: The merits and demerits of classical risk factors in coronary artery disease (CAD) are widely debated. We analyzed the role of conventional (age, gender, diabetes, hypertension, smoking) and non-conventional risk factors (anthropometrics, fasting blood sugar, atherogenic index of plasma - AIP, family history) in Asian Indians with CAD. METHODS: Out of 11,164 subjects (4855 affected, 6309 unaffected) enrolled in the Indian Atherosclerosis Research Study (IARS), 269 unaffected individuals with abnormal electrocardiogram and seven underage were excluded. Around 10,888 subjects along with two subsets, including 9888 individuals having family history information and 1616 individuals with intermediate Framingham risk score (FRS), were statistically analyzed using SPSS version 17.0 and R software. RESULTS: A combination of classical risk factors showed good discrimination between affected and unaffected individuals (C>0.85). Hypertension (OR 3.79) or male gender (OR 5.31) showed significant association with CAD when lipids were included or excluded from the predictive model, followed by age, diabetes and smoking. Hypertension and diabetes frequencies were higher in older patients (>55years) while smoking was more prevalent in younger patients (<55years). Family history and AIP provided a modest increase in C index over the classical factors (0.864 to 0.873), with 7.1% net reclassification in the intermediate FRS group. In CAD patients, 4% were classified as high risk by FRS, 52% were classified as having metabolic syndrome with revised criteria and over 90% had a high AIP score. CONCLUSION: Addition of AIP and family history to conventional risk factors improved risk discrimination in Asian Indians with CAD.
Assuntos
Doença da Artéria Coronariana/epidemiologia , Diabetes Mellitus/epidemiologia , Hipertensão/epidemiologia , Fumar/epidemiologia , Adulto , Povo Asiático/estatística & dados numéricos , Doença da Artéria Coronariana/etnologia , Feminino , Humanos , Índia/epidemiologia , Masculino , Pessoa de Meia-Idade , Prevalência , Fatores de RiscoRESUMO
AIM: Leukotrienes are important lipid inflammatory mediators that play a pivotal role in the pathogenesis of atherosclerosis. We aimed to construct a network of interactions between leukotrienes and inflammatory biomarkers and evaluate the expression of key members of the leukotriene pathway and leukotriene-induced inflammatory molecules in patients with coronary artery disease (CAD) and healthy controls. METHODS: Leukotrienes and their regulatory inflammatory molecules reported in the literature were used to construct a biological network employing Gene spring GX v12.5. Key leukotriene genes and their closely interacting members were selected for expression study in 64 patients and 64 matched controls. Four single nucleotide polymorphisms(SNPs) (rs6538697, rs2660898, rs17525495 and rs1978331) in the leukotriene A4 hydrolase(LTA4H) gene were genotyped using SYBR green method, and plasma leukotriene B4 (LTB4) levels were measured using ELISA. RESULTS: The expression levels of arachidonate 5-lipoxygenase(ALOX5), LTA4H, tumor necrosis factor (TNF) and interleukin-8 (IL-8) genes were significantly higher in patients than in the controls(pï¼0.05). IL-8(r=0.35-0.47) and TNF (r=0.42-0.53) expression levels exhibited strong correlations with the leukotriene genes. The SNPs rs17525495 and rs1978331 were associated with LTA4H mRNA expression, while LTA4H and IL-8 levels were associated with CAD. The addition of these two markers to the conventional risk factors improved the c-statistics(area under the receiver operating characteristic(ROC) curve) from 0.75 to 0.93(pï¼0.01), with a Net Reclassification Index of 0.45(pï¼0.01) and Integrated Discrimination Improvement of 0.26(pï¼0.01). CONCLUSIONS: Leukotrienes and inflammatory genes, in particular, LTA4H and IL-8, exhibit close association in subjects with cardiovascular disease. Assessing these markers may provide incremental value for predicting cardiovascular risk beyond that obtained with classical risk factors.
Assuntos
Doença da Artéria Coronariana/metabolismo , Leucotrienos/metabolismo , Idoso , Algoritmos , Araquidonato 5-Lipoxigenase/metabolismo , Estudos de Casos e Controles , Ensaio de Imunoadsorção Enzimática , Epóxido Hidrolases/metabolismo , Feminino , Perfilação da Expressão Gênica , Genótipo , Humanos , Inflamação , Interleucina-8/metabolismo , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Fator de Necrose Tumoral alfa/metabolismoRESUMO
The 9p21.3 locus is the best replicated region to date for coronary artery disease (CAD). We investigated the association of 9p21.3 common variants with CAD, candidate gene expression including ANRIL, a non-coding RNA, followed by in vitro validation. Five variants, rs10757278, rs10757274, rs2383206, rs1333049 and rs4977574 were genotyped in 1,034 cases and 1,034 controls. Gene expression of C9orf5, MTAP1, MTAP 2, p16INK4a, p14ARF, p15INK4b and two ANRIL splice variants, NR_003529 and EU741058, were measured in 100 cases and 100 controls. Human aortic smooth muscle cells (HuAoSMCs) were transfected with siRNA targeting ANRIL exon 19 (siRNA-1) or exon 2 (siRNA-2) and consequent effect determined. rs2383206 showed the highest association with CAD (odds ratio [OR] 2.02, 95% confidence interval [CI] 1.56 -2.62) and an adjusted OR of 2.55, 1.33-2.88 along with rs10757278. Conventional risk factors (conventional RFs), rs2383206 and rs10757278 variants together yielded a higher c index (OR 0.790, 95% CI 0.770 -0.810) as compared to conventional RFs (OR 0.783, 95% CI 0.763-0.803) or genetic variants (OR 0.561, 95% CI 0.536-0.586) alone. GAAAA haplotype showed significant protective association with CAD compared to CGGGG risk haplotype (OR 0.45, 95% CI 0.27-0.77). Expression of p16INK4a, p14ARF and p15INK4b as well as plasma CDKN2A levels were lower in cases than controls. GG genotype was associated with higher EU741058 expression and lower p16INK4a expression. HuAoSMCs transfected with siRNA-1 showed lower NR_003529, p16INK4aand p14ARFexpression. Our study provides further evidence on the significance of 9p21.3 locus for CAD wherein the risk allele regulate the expression of ANRIL and adjacent tumour suppressor genes which in turn alter smooth muscle proliferation, a fundamental process in atherosclerosis.
Assuntos
Doença da Artéria Coronariana/genética , Miócitos de Músculo Liso/fisiologia , RNA Longo não Codificante/genética , Proteínas Supressoras de Tumor/genética , Processamento Alternativo/genética , Povo Asiático/genética , Processos de Crescimento Celular/genética , Linhagem Celular , Doença da Artéria Coronariana/epidemiologia , Éxons/genética , Feminino , Regulação da Expressão Gênica/genética , Estudos de Associação Genética , Loci Gênicos/genética , Predisposição Genética para Doença , Testes Genéticos , Haplótipos , Humanos , Índia/etnologia , Masculino , Pessoa de Meia-Idade , Miócitos de Músculo Liso/patologia , Polimorfismo de Nucleotídeo Único , Isoformas de Proteínas/genética , RNA Interferente Pequeno/genética , Fatores de RiscoRESUMO
BACKGROUND: Genetic regulation of plasma lipids has been shown to influence the risk of coronary artery disease (CAD). We analyzed the relationship between rs599839 and rs646776 single nucleotide polymorphisms (SNPs) present in the CELSR2-PSRC1-SORT1 gene cluster, candidate gene expression, and their association with CAD and circulating lipid levels in a representative cohort of Asian Indians selected from the Indian Atherosclerosis Research Study. METHODS: SNPs rs599839 and rs646776 were genotyped by Taqman assay in 1034 CAD patients (cases) and 1034 age- and gender-matched controls. Expression of CELSR2, PSRC1, and SORT1 genes was measured in 100 cases and 100 controls. Plasma levels of total cholesterol (TC), triglycerides, high-density lipoprotein-cholesterol, and low-density lipoprotein-cholesterol (LDL-c) were measured by enzymatic assay. RESULTS: Both rs646776 and rs599839 were in strong linkage disequilibrium (r = 0.98) and showed significant protective association with CAD (OR = 0.315, 95% CI 0.136-0.728, p<0.007 and OR = 0.422, 95% CI 0.181-0.981, p = 0.045, respectively). Haplotype TA showed 72% frequency and was associated with CAD (OR 0.77, 95% CI 0.67-0.88, p = 0.0002). PSRC1 gene expression was lower in the cases than in the controls (0.75 ± 0.405 versus 1.04 ± 0.622, p = 2.26 × 10(-4)). The homozygous variant and heterozygous genotypes showed 30% and 15% higher PSRC1 expression, respectively. Correspondingly, the minor alleles were associated with lower plasma TC and LDL-c levels. CONCLUSION: PSRC1 in the cholesterol gene cluster shows a significant association with CAD by virtue of the two SNPs, rs646776 and rs599839 that also regulate plasma cholesterol levels.
Assuntos
Proteínas Adaptadoras de Transporte Vesicular/genética , Caderinas/genética , Colesterol/sangue , Doença da Artéria Coronariana/genética , Expressão Gênica , Fosfoproteínas/genética , Idoso , Alelos , Povo Asiático , Estudos de Coortes , Haplótipos , Humanos , Índia , Desequilíbrio de Ligação/genética , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , RiscoRESUMO
Network analysis is a novel method to understand the complex pathogenesis of inflammation-driven atherosclerosis. Using this approach, we attempted to identify key inflammatory genes and their core transcriptional regulators in coronary artery disease (CAD). Initially, we obtained 124 candidate genes associated with inflammation and CAD using Polysearch and CADgene database for which protein-protein interaction network was generated using STRING 9.0 (Search Tool for the Retrieval of Interacting Genes) and visualized using Cytoscape v 2.8.3. Based on betweenness centrality (BC) and node degree as key topological parameters, we identified interleukin-6 (IL-6), vascular endothelial growth factor A (VEGFA), interleukin-1 beta (IL-1B), tumor necrosis factor (TNF) and prostaglandin-endoperoxide synthase 2 (PTGS2) as hub nodes. The backbone network constructed with these five hub genes showed 111 nodes connected via 348 edges, with IL-6 having the largest degree and highest BC. Nuclear factor kappa B1 (NFKB1), signal transducer and activator of transcription 3 (STAT3) and JUN were identified as the three core transcription factors from the regulatory network derived using MatInspector. For the purpose of validation of the hub genes, 97 test networks were constructed, which revealed the accuracy of the backbone network to be 0.7763 while the frequency of the hub nodes remained largely unaltered. Pathway enrichment analysis with ClueGO, KEGG and REACTOME showed significant enrichment of six validated CAD pathways - smooth muscle cell proliferation, acute-phase response, calcidiol 1-monooxygenase activity, toll-like receptor signaling, NOD-like receptor signaling and adipocytokine signaling pathways. Experimental verification of the above findings in 64 cases and 64 controls showed increased expression of the five candidate genes and the three transcription factors in the cases relative to the controls (p<0.05). Thus, analysis of complex networks aid in the prioritization of genes and their transcriptional regulators in complex diseases.
Assuntos
Biologia Computacional , Doença da Artéria Coronariana/genética , Regulação da Expressão Gênica , Redes Reguladoras de Genes , Transcrição Gênica , Doença da Artéria Coronariana/metabolismo , Doença da Artéria Coronariana/patologia , Humanos , Inflamação/genética , Mapas de Interação de Proteínas , Transdução de Sinais/genéticaRESUMO
INTRODUCTION: A close association exists between oral health and cardiovascular disease. Periodontal disease induces early vascular changes while oral pathogens have been detected in sub gingival and atheromatous plaques. We examined the interrelationship between Periodontal disease, oral bacteria, surrogate sub-clinical markers and coronary artery disease (CAD) in a representative Asian Indian cohort. MATERIALS AND METHODS: 532 Gingivitis cases and 282 Periodontitis cases were assessed for early peripheral vascular changes, namely pulse wave velocity (PWV), arterial stiffness index (ASI) and ankle brachial index (ABI) using computerized oscillometry method. Relative quantitation (RQ) of Porphyromonas gingivalis (Pg) was estimated in saliva samples of 54 Periodontitis, 25 Gingivitis and 51 CAD cases (38 also had oral disease) by Taqman assay by amplifying pathogen-specific gene targets, 16srRNA and IktA, respectively, and 16s universal bacterial rRNA as endogenous control. RESULTS: PWV and ASI were elevated in Periodontitis compared to Gingivitis cases (p<0.0001) and in those with diabetes and hypertension. Cases with Periodontitis showed higher mean expression of Pg than Gingivitis (0.37±0.05 versus 0.15±0.04, p<0.0001), while CAD patients with oral disease (N=38) showed lower mean Pg expression than those without oral disease (N=13) (0.712±0.119 versus 1.526±0.257, p=0.008). Higher Pg expression was recorded in subjects with diabetes and hypertension. CONCLUSION: Oral disease induces early changes in the peripheral blood vessels. Further, common presence of Pg in subjects with oral disease, in those with established cardiovascular risk factors and in patients with symptomatic CAD reflects the importance of oral hygiene in the development of Coronary Artery Disease in Asian Indians.
Assuntos
Doença da Artéria Coronariana/epidemiologia , Boca/microbiologia , Doenças Periodontais/complicações , Doenças Periodontais/microbiologia , Porphyromonas gingivalis/isolamento & purificação , Resistência Vascular , Adulto , Infecções por Bacteroidaceae/complicações , Infecções por Bacteroidaceae/microbiologia , Infecções por Bacteroidaceae/fisiopatologia , Feminino , Gengivite/complicações , Gengivite/microbiologia , Gengivite/fisiopatologia , Humanos , Índia/epidemiologia , Masculino , Pessoa de Meia-Idade , Doenças Periodontais/fisiopatologia , Fatores de RiscoRESUMO
Patients with cardiovascular disease show a panel of differentially regulated serum biomarkers indicative of modulation of several pathways from disease onset to progression. Few of these biomarkers have been proposed for multimarker risk prediction methods. However, the underlying mechanism of the expression changes and modulation of the pathways is not yet addressed in entirety. Our present work focuses on understanding the regulatory mechanisms at transcriptional level by identifying the core and specific transcription factors that regulate the coronary artery disease associated pathways. Using the principles of systems biology we integrated the genomics and proteomics data with computational tools. We selected biomarkers from 7 different pathways based on their association with the disease and assayed 24 biomarkers along with gene expression studies and built network modules which are highly regulated by 5 core regulators PPARG, EGR1, ETV1, KLF7 and ESRRA. These network modules in turn comprise of biomarkers from different pathways showing that the core regulatory transcription factors may work together in differential regulation of several pathways potentially leading to the disease. This kind of analysis can enhance the elucidation of mechanisms in the disease and give better strategies of developing multimarker module based risk predictions.
Assuntos
Biologia Computacional , Doença da Artéria Coronariana/metabolismo , Proteômica , Transcrição Gênica , Doença da Artéria Coronariana/genética , Genoma Humano , Humanos , Biologia de SistemasRESUMO
Adiponectin and leptin link metabolic disorders and coronary artery disease (CAD). We analysed their relationship with CAD, classical risk factors and biomarkers in 287 CAD patients (cases) and 477 unaffected family members (controls) selected from the Indian Atherosclerosis Research Study (IARS). Classical risk factors included diabetes, hypertension, dyslipidaemia and obesity markers. Novel biomarkers were measured according to manufacturer recommendations. Adverse clinical events were recorded through telephonic follow-up. Cases showed lower adiponectin levels (4684.62 ± 190.73 ng/ml) than controls (5768.86 ± 152.87 ng/ml) (p=1.58X10(-5)); Leptin levels were higher in affected males (12.47 ± 1.32 ng/ml) than in male controls (9.53 ± 1.19 ng/ml, p=0.017). Adiponectin 1st quartile showed significant protection against CAD in females when compared to 3rd (odds ratio [OR] 0.39, 0.16-0.92, p=0.032) or 4th (OR 0.32, 0.14-0.72; p=0.006) quartile group. Leptin 3rd quartile showed higher CAD risk in males as compared to 1st quartile group (OR 2.09, 1.09-4.01, p=0.028). Subjects with metabolic syndrome showed low adiponectin and high leptin levels. Adipokines showed opposing association trend with lipids, inflammatory and coagulation markers and strong correlation (r=-0.14 to 0.52) with obesity markers. Cases with recurrent event and controls who developed new cardiac event during follow up showed high adiponectin levels (p<0.05). A model that combined adiponectin, leptin and conventional risk factors yielded the best 'C' index (0.890, 0.067-0.912). CAD patients in the top adiponectin tertile showed relatively poor survival curve as compared to the bottom Adiponectin tertile group. In conclusion, our findings strengthen the reported association between low adiponectin, high leptin, obesity-related metabolic disturbances and incident CAD in Asian Indians.
Assuntos
Adiponectina/sangue , Doença da Artéria Coronariana/sangue , Doença da Artéria Coronariana/etiologia , Leptina/sangue , Adulto , Aterosclerose/sangue , Aterosclerose/etiologia , Biomarcadores/sangue , Doenças Cardiovasculares/sangue , Doenças Cardiovasculares/etiologia , Estudos de Casos e Controles , Estudos de Coortes , Feminino , Humanos , Índia , Masculino , Síndrome Metabólica/sangue , Pessoa de Meia-Idade , Modelos Cardiovasculares , Obesidade/sangue , Prognóstico , Fatores de RiscoRESUMO
BACKGROUND: Coronary artery disease (CAD) occurs at an earlier age in South Asians compared with other ethnic groups. Infection and inflammation show a positive association with the disease. OBJECTIVE: To investigate the association of infection and inflammatory markers with premature CAD in the Indian Atherosclerosis Research Study population. METHODS: Antibody titres for Chlamydia pneumoniae, cytomegalovirus (CMV), Helicobacter pylori, herpes simplex virus and levels of interleukin-6 (IL-6), high-sensitivity C-reactive protein (hsCRP), fibrinogen and secretory phospholipase A2, were measured in 866 individuals (433 CAD patients and matched controls). All individuals were followed-up for recurrent cardiac events for four years. ANOVA was used to study the association of infection and inflammation with CAD. RESULTS: The present study found that the odds of CAD occurrence was 2.42 (95% CI 1.26 to 4.64; P<0.008), with all four infections and increased in the presence of hsCRP (OR 4.67 [95% CI 1.43 to 15.25]); P=0.011). Only anti-CMV antibody levels were a significant risk factor for CAD occurrence (OR 2.23 [95% CI 1.20 to 4.15]; P=0.011) and recurrent cardiac events (OR 1.94 [95% CI 0.85 to 4.45]; P=0.015). Mean values of the inflammatory biomarkers IL-6 (P=0.035), fibrinogen (P=0.014), hsCRP (P=0.010) and secretory phospholipase A2 (P=0.002) increased with CMV antibody levels. Incorporating hsCRP and IL-6 in the risk prediction models significantly increased the OR to 2.56 (95% CI 1.16 to 5.63; P=0.019) with a c statistic of 0.826. CONCLUSIONS: Pathogen burden, especially CMV infection in combination with inflammatory markers, is a significant predictor of CAD risk in the young Indian population.
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Platelets play a crucial role in thrombosis, inflammation, immunity and atherogenesis. Antiplatelet agents are widely used in patients with acute coronary syndrome and other cardiovascular disorders. Aspirin and clopidogrel are the most commonly prescribed antiplatelet agents, with a relatively safe profile and efficiency in a variety of clinical conditions. Numerous prospective studies have revealed variability of antiplatelet efficacy. The so called "antiplatelet resistance" prompted a search for mechanisms implicated in poor responsiveness to aspirin and clopidogrel therapy. In this regard, genetic polymorphisms in the platelet receptor genes attracted considerable interest. Specific genetic variants in platelet receptors such as the P2Y12, glycoprotein (GP) IIb/IIIa, GPIa/IIa, GPIb/IX/V and the cytochrome P450 (CYP) family of genes are associated with variable response to antiplatelet therapy and cardiovascular events. Genetic polymorphisms and haplotypes that comprehensively capture the genetic information encoded within the platelet receptor genes can, to some extent, predict response to the antiplatelet drug better than any single genotype. Genotyping for multiple receptor variants in patients on antiplatelet therapy, complemented by standardized quantification of platelet function, can provide useful information for future drug design studies and possibly for personalized antiplatelet therapy and prevention of thrombotic events. Additional information is, however, needed to evaluate the cost-effectiveness of complex genetic and platelet function testing.
Assuntos
Plaquetas/efeitos dos fármacos , Doenças Cardiovasculares/tratamento farmacológico , Inibidores da Agregação Plaquetária/farmacologia , Aspirina/farmacologia , Aspirina/uso terapêutico , Plaquetas/metabolismo , Doenças Cardiovasculares/genética , Doenças Cardiovasculares/fisiopatologia , Clopidogrel , Variação Genética , Genótipo , Haplótipos , Humanos , Inibidores da Agregação Plaquetária/uso terapêutico , Testes de Função Plaquetária , Polimorfismo Genético , Ticlopidina/análogos & derivados , Ticlopidina/farmacologia , Ticlopidina/uso terapêuticoRESUMO
INTRODUCTION: Toll-like receptors (TLRs) are an important link between innate and adaptive immunity. MATERIAL AND METHODS: Expression of TLR-2, TLR-4, and TLR-9 genes was assessed in 60 coronary artery disease (CAD) patients and 79 controls by SYBR Green 1 based real time PCR assay. RESULTS: Expression of the TLR-2 gene was found to be significantly elevated in cases (1.295 ±0.09) compared to the controls (1.033 ±0.08) (p = 0.015) whereas expression of the TLR-9 gene was significantly lower in cases (1.522 ±0.18) than in the controls (2.165 ±0.16) (p = 0.032). There was no difference in TLR-4 expression levels (p = 0.174). A significant correlation of TLR-2 was observed with TLR-4 (r = 0.803, p<0.0001) and TLR-9 (r = 0.264, p = 0.003) as well as between TLR-4 and TLR-9 (r = 0.303, p = 0.001). A significant association was seen between TLR 2 (OR 3.94, 95% CI 1.73-8.99, p = 0.001) and TLR-9 (OR 0.297, 95% CI 0.131-0.672, p = 0.004) with CAD after adjustment for age and gender. Statins did not affect TLR gene expression. CONCLUSIONS: The TLR-2, TLR-4 and TLR-9 genes exhibit a differential pattern of expression between CAD patients and controls in this Asian Indian cohort. This observation warrants further investigation, keeping in mind the infectious and inflammatory elements in perspective, in order to understand the true implications of TLR in the aetiopathology of CAD and consequent therapeutic implications.
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OBJECTIVE: Assessment of association between plasma vitamin D levels, vitamin D receptor (VDR) gene polymorphisms, and coronary artery disease (CAD) in a predisposed Asian Indian cohort. MATERIALS AND METHODS: Patients with angiographically proven CAD having age at onset less than 60 years for men and less than 65 years for women were recruited in the Indian Atherosclerosis Research Study and treated as cases (N=287), whereas asymptomatic healthy matched individuals were enrolled from the population, who showed normal electrocardiogram and acted as controls (N=241). Plasma [vitamin D (25-hydroxy vitamin D)] levels were measured by enzyme-linked immunosorbent assay, and five haplotype-tagging single nucleotide polymorphisms were genotyped by ABI Taqman assays. RESULTS: Mean vitamin D levels were significantly lower in patients with CAD (10.59 ng/ml) than in controls (11.82 ng/ml) (P=0.036). Vitamin D showed protective association against CAD (odds ratio: 0.54, 95% confidence interval: 0.34-0.84, P=0.007) after adjusting for conventional risk factors. Patients in the first vitamin D quartile showed 2.54 times greater risk for CAD than those in the fourth quartile. There was no significant association of VDR single nucleotide polymorphisms/haplotypes with either vitamin D or CAD. Vitamin D levels were significantly lower in vegetarians than in nonvegetarians (P=0.048) and showed inverse association with body weight (P=0.054), triglyceride (P=0.031), and body mass index (P=0.020). CONCLUSION: Low vitamin D level was associated with an enhanced risk for incident CAD. VDR genotypes did not show any association with either vitamin D levels or CAD.
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Doença da Artéria Coronariana/sangue , Doença da Artéria Coronariana/genética , Polimorfismo de Nucleotídeo Único/genética , Receptores de Calcitriol/genética , Vitamina D/sangue , Adulto , Idoso , Estudos de Casos e Controles , Estudos de Coortes , Primers do DNA/química , Ensaio de Imunoadsorção Enzimática , Feminino , Frequência do Gene , Genótipo , Humanos , Índia , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da PolimeraseRESUMO
Inflammation is the mainstay of atherosclerosis and is an important governing factor at all stages of the disease process from lesion formation to plaque build-up and final end-stage rupture and thrombosis. An overview of the numerous clinico-epidemiological studies on the association between inflammatory gene polymorphisms and Cardiovascular disease (CVD) and its co-morbidities have shown that the risk associated with any single genotype is modest while the haplotypes, especially those defined on the basis of tag-SNP approach, have better coverage of the gene and show moderately higher impact on disease risk. Nevertheless, even these associations have been inconsistent with low cross-race repeatability. This has been attributed to many plausible causes such as clinical heterogeneity, sample selection criteria, variable genetic landscapes across different ethnic groups, confounding effect of co-morbidities etc. On the other hand, unbiased studies such as the family-based linkage and case-control based associations that have taken into account, thousands of genotypic markers spanning the whole genome, have had the ability to identify novel genetic loci for coronary artery disease. These studies have shown that many inflammatory genes are involved in the regulation of specific biomarkers of inflammation that collectively contribute to the disease-associated risk. In addition, there appears to be considerable cross talk between the different biochemical and metabolic processes. Therefore, consideration of all these factors can build towards an 'atherosclerotic bionetwork' that can refine our quest for developing a robust risk stratification tool for cardiovascular disease.