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1.
Diabetes Obes Metab ; 25(9): 2586-2594, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37264484

RESUMO

AIM: Glucagon-like peptide-1 receptor agonists provide multiple benefits to patients with type 2 diabetes, including improved glycaemic control, weight loss and decreased risk of major adverse cardiovascular events. Because drug responses vary among individuals, we initiated investigations to identify genetic variants associated with the magnitude of drug responses. METHODS: Exenatide (5 µg, subcutaneously) or saline (0.2 ml, subcutaneously) was administered to 62 healthy volunteers. Frequently sampled intravenous glucose tolerance tests were conducted to assess the impact of exenatide on insulin secretion and insulin action. This pilot study was a crossover design in which participants received exenatide and saline in random order. RESULTS: Exenatide increased first phase insulin secretion 1.9-fold (p = 1.9 × 10-9 ) and accelerated the rate of glucose disappearance 2.4-fold (p = 2 × 10-10 ). Minimal model analysis showed that exenatide increased glucose effectiveness (Sg ) by 32% (p = .0008) but did not significantly affect insulin sensitivity (Si ). The exenatide-induced increase in insulin secretion made the largest contribution to interindividual variation in exenatide-induced acceleration of glucose disappearance while interindividual variation in the drug effect on Sg contributed to a lesser extent (ß = 0.58 or 0.27, respectively). CONCLUSIONS: This pilot study provides validation for the value of a frequently sampled intravenous glucose tolerance test (including minimal model analysis) to provide primary data for our ongoing pharmacogenomic study of pharmacodynamic effects of semaglutide (NCT05071898). Three endpoints provide quantitative assessments of the effects of glucagon-like peptide-1 receptor agonists on glucose metabolism: first phase insulin secretion, glucose disappearance rates and glucose effectiveness.


Assuntos
Diabetes Mellitus Tipo 2 , Humanos , Exenatida/uso terapêutico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Glucose/uso terapêutico , Secreção de Insulina , Hipoglicemiantes/efeitos adversos , Receptor do Peptídeo Semelhante ao Glucagon 1/uso terapêutico , Projetos Piloto , Peptídeo 1 Semelhante ao Glucagon/uso terapêutico , Insulina/uso terapêutico , Peptídeos/farmacologia , Peptídeos/uso terapêutico , Peçonhas/efeitos adversos , Glicemia
2.
J Neurointerv Surg ; 15(8): 741-746, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35728944

RESUMO

BACKGROUND: High levels of platelet inhibition have been associated with hemorrhagic complications following Pipeline embolization of intracranial aneurysms. We therefore titrate clopidogrel dosing to maintain a moderate level of platelet inhibition using the VerifyNow P2Y12 assay. However, many patients demonstrate dramatic increases in platelet inhibition following treatment despite being on a consistent antiplatelet regimen. We therefore elected to explore the incidence of this phenomenon and possible predisposing factors. METHODS: All successful Pipeline aneurysm treatments performed at our institution from 2011 to 2019 with moderate procedure-day platelet inhibition levels as indicated by a VerifyNow PRU of 60-235 were included. Patients who received glycoprotein IIb/IIIa inhibitors and those treated for ruptured/symptomatic lesions were excluded. The incidence of excessive platelet inhibition defined by a PRU<60 within 8 weeks of treatment was noted. Multivariable logistic regression was performed to determined independent predictors of the phenomenon. RESULTS: Some 190 treatments were performed in 178 qualifying patients. A post-procedure PRU <60 occurred following 79% of treatments, documented on average after 8.5 (range 1-47) days. A higher procedure day hematocrit level (P=0.003, OR 1.09, 95% CI 1.029 to 1.152) was an independent predictor of reaching a PRU <60, while intra-procedural midazolam exposure (P=0.044, OR 0.44, 95% CI 0.201 to 0.980) and a higher procedure-day PRU (P=0.047, OR 0.99, 95% CI 0.982 to 1.000) were associated with a reduced odds. Time-since-procedure and hematocrit levels were associated with excessive platelet inhibition when excluding patients who initially demonstrated hyperresponse. CONCLUSION: Elevations in platelet inhibition were frequently observed following flow diversion with Pipeline.


Assuntos
Embolização Terapêutica , Aneurisma Intracraniano , Humanos , Inibidores da Agregação Plaquetária , Aneurisma Intracraniano/diagnóstico por imagem , Aneurisma Intracraniano/tratamento farmacológico , Plaquetas , Clopidogrel , Embolização Terapêutica/efeitos adversos , Embolização Terapêutica/métodos , Resultado do Tratamento
3.
Clin Pharmacol Ther ; 113(3): 615-623, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36306392

RESUMO

Black patients suffer worse outcomes after percutaneous coronary intervention (PCI) than White patients. Inequities in antiplatelet prescribing may contribute to this health disparity. We compared P2Y12 inhibitor prescribing by race following CYP2C19 genotyping to guide antiplatelet therapy selection after PCI. Patients from 9 sites that performed clinical CYP2C19 genotyping after PCI were included. Alternative therapy (e.g., prasugrel or ticagrelor) was recommended for CYP2C19 no-function allele carriers, in whom clopidogrel is predicted to be less effective. The primary outcome was choice of P2Y12 inhibitor (clopidogrel vs. alternative therapy) based on genotype. Of 3,342 patients included, 2,448 (73%) were White, and 659 (20%) were Black. More Black than White patients had a no-function allele (34.3% vs. 29.7%, P = 0.024). At hospital discharge following PCI, 44.2% of Black and 44.0% of White no-function allele carriers were prescribed alternative therapy. At the time of the last follow-up within 12 months, numerically fewer Black (51.8%) than White (56.7%) no-function allele carriers were prescribed alternative therapy (P = 0.190). However, the difference was not significant after accounting for other factors associated with P2Y12 inhibitor selection (odds ratio 0.79, 95% confidence interval 0.58-1.08). Alternative therapy use did not differ between Black (14.3%) and White (16.7%) patients without a no-function allele (P = 0.232). Among real-world patients who received CYP2C19 testing after PCI, P2Y12 inhibitor prescribing rates did not differ between Black and White patients. Our data suggest an absence of racial disparity in genotype-guided antiplatelet prescribing among patients receiving CYP2C19 testing.


Assuntos
Intervenção Coronária Percutânea , Inibidores da Agregação Plaquetária , Humanos , Clopidogrel/uso terapêutico , Inibidores da Agregação Plaquetária/efeitos adversos , Intervenção Coronária Percutânea/efeitos adversos , Citocromo P-450 CYP2C19/genética , Ticagrelor/uso terapêutico , Genótipo , Inibidores do Citocromo P-450 CYP2C19 , Antagonistas do Receptor Purinérgico P2Y/efeitos adversos
4.
Hypertension ; 68(3): 621-9, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27381900

RESUMO

Hydrochlorothiazide is among the most commonly prescribed antihypertensives; yet, <50% of hydrochlorothiazide-treated patients achieve blood pressure (BP) control. Herein, we integrated metabolomic and genomic profiles of hydrochlorothiazide-treated patients to identify novel genetic markers associated with hydrochlorothiazide BP response. The primary analysis included 228 white hypertensives treated with hydrochlorothiazide from the Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) study. Genome-wide analysis was conducted using Illumina Omni 1 mol/L-Quad Chip, and untargeted metabolomics was performed on baseline fasting plasma samples using a gas chromatography-time-of-flight mass spectrometry platform. We found 13 metabolites significantly associated with hydrochlorothiazide systolic BP (SBP) and diastolic BP (DBP) responses (false discovery rate, <0.05). In addition, integrating genomic and metabolomic data revealed 3 polymorphisms (rs2727563 PRKAG2, rs12604940 DCC, and rs13262930 EPHX2) along with arachidonic acid, converging in the netrin signaling pathway (P=1×10(-5)), as potential markers, significantly influencing hydrochlorothiazide BP response. We successfully replicated the 3 genetic signals in 212 white hypertensives treated with hydrochlorothiazide and created a response score by summing their BP-lowering alleles. We found patients carrying 1 response allele had a significantly lower response than carriers of 6 alleles (∆SBP/∆DBP: -1.5/1.2 versus -16.3/-10.4 mm Hg, respectively, SBP score, P=1×10(-8) and DBP score, P=3×10(-9)). This score explained 11.3% and 11.9% of the variability in hydrochlorothiazide SBP and DBP responses, respectively, and was further validated in another independent study of 196 whites treated with hydrochlorothiazide (DBP score, P=0.03; SBP score, P=0.07). This study suggests that PRKAG2, DCC, and EPHX2 might be important determinants of hydrochlorothiazide BP response.


Assuntos
Proteínas Quinases Ativadas por AMP/genética , Epóxido Hidrolases/genética , Hidroclorotiazida/uso terapêutico , Hipertensão/tratamento farmacológico , Hipertensão/genética , Receptores de Superfície Celular/genética , Proteínas Supressoras de Tumor/genética , Adulto , Idoso , Anti-Hipertensivos/uso terapêutico , Monitorização Ambulatorial da Pressão Arterial , Estudos de Coortes , Receptor DCC , Feminino , Predisposição Genética para Doença/epidemiologia , Estudo de Associação Genômica Ampla , Humanos , Hipertensão/diagnóstico , Masculino , Metabolômica , Pessoa de Meia-Idade , Farmacogenética , Polimorfismo Genético , Estudos Prospectivos , Índice de Gravidade de Doença , Transdução de Sinais , Resultado do Tratamento , População Branca/genética
5.
Am J Med Genet C Semin Med Genet ; 166C(1): 76-84, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24616408

RESUMO

Despite a substantial evidence base, implementation of pharmacogenetics into routine patient care has been slow due to a number of non-trivial practical barriers. We implemented a Personalized Anti-platelet Pharmacogenetics Program (PAP3) for cardiac catheterization patients at the University of Maryland Medical Center and the Baltimore Veterans Administration Medical Center Patients' are offered CYP2C19 genetic testing, which is performed in our Clinical Laboratory Improvement Amendment (CLIA)-certified Translational Genomics Laboratory. Results are returned within 5 hr along with clinical decision support that includes interpretation of results and prescribing recommendations for anti-platelet therapy based on the Clinical Pharmacogenetics Implementation Consortium guidelines. Now with a working template for PAP3, implementation of other drug-gene pairs is in process. Lessons learned as described in this article may prove useful to other medical centers as they implement pharmacogenetics into patient care, a critical step in the pathway to personalized and genomic medicine.


Assuntos
Centros Médicos Acadêmicos/métodos , Farmacogenética/métodos , Inibidores da Agregação Plaquetária/uso terapêutico , Medicina de Precisão/métodos , Desenvolvimento de Programas/métodos , Centros Médicos Acadêmicos/tendências , Hidrocarboneto de Aril Hidroxilases/genética , Cateterismo Cardíaco/métodos , Citocromo P-450 CYP2C19 , Testes Genéticos/métodos , Humanos , Maryland , Farmacogenética/tendências , Medicina de Precisão/tendências , Desenvolvimento de Programas/estatística & dados numéricos
6.
Pharmacotherapy ; 34(2): 123-30, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24122840

RESUMO

STUDY OBJECTIVE: To assess the relationship of the 33 single nucleotide polymorphisms (SNPs) previously associated with fasting glucose in Caucasians in genome-wide association studies (GWAS) with glucose response to antihypertensive drugs shown to increase risk for hyperglycemia and diabetes. DESIGN: Randomized, multicenter clinical trial. PATIENTS: A total of 456 Caucasian men and women with uncomplicated hypertension. MEASUREMENTS AND MAIN RESULTS: The Pharmacogenomic Evaluation of Antihypertensives Responses study evaluated blood pressure and glucose response in uncomplicated hypertensive patients randomized to either atenolol or hydrochlorothiazide (HCTZ) monotherapy, followed by combination therapy with both agents. Association of these SNPs with atenolol- or HCTZ-induced glucose response was evaluated in 456 Caucasian patients using linear regression adjusting for age, sex, body mass index, baseline glucose, baseline insulin, and principal component for ancestry. The SNP rs340874 in the 5' region of PROX1 gene was significantly associated with atenolol-induced glucose change (p=0.0013). Participants harboring the C allele of this SNP had greater glucose elevation after approximately 9 weeks of atenolol monotherapy (ß = +2.39 mg/dl per C allele), consistent with the direction of effect in fasting glucose GWAS, that showed the C allele is associated with higher fasting glucose. CONCLUSION: These data suggest that PROX1 SNP rs340874, discovered in fasting glucose GWAS, may also be a pharmacogenetic risk factor for antihypertensive-induced hyperglycemia. ß-blockers and thiazides may interact with genetic risk factors to increase risk for dysglycemia and diabetes.


Assuntos
Anti-Hipertensivos/efeitos adversos , Glicemia/efeitos dos fármacos , Proteínas de Homeodomínio/genética , Hipertensão/tratamento farmacológico , Proteínas Supressoras de Tumor/genética , Antagonistas Adrenérgicos beta/administração & dosagem , Antagonistas Adrenérgicos beta/efeitos adversos , Adulto , Anti-Hipertensivos/administração & dosagem , Atenolol/administração & dosagem , Atenolol/efeitos adversos , Glicemia/genética , Quimioterapia Combinada , Jejum , Feminino , Humanos , Hidroclorotiazida/administração & dosagem , Hidroclorotiazida/efeitos adversos , Hiperglicemia/induzido quimicamente , Hiperglicemia/genética , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Farmacogenética , Polimorfismo de Nucleotídeo Único , Fatores de Risco , População Branca/genética
7.
Am J Hum Genet ; 91(5): 823-38, 2012 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-23063622

RESUMO

Genome-wide association studies (GWASs) have identified many SNPs underlying variations in plasma-lipid levels. We explore whether additional loci associated with plasma-lipid phenotypes, such as high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), total cholesterol (TC), and triglycerides (TGs), can be identified by a dense gene-centric approach. Our meta-analysis of 32 studies in 66,240 individuals of European ancestry was based on the custom ∼50,000 SNP genotyping array (the ITMAT-Broad-CARe array) covering ∼2,000 candidate genes. SNP-lipid associations were replicated either in a cohort comprising an additional 24,736 samples or within the Global Lipid Genetic Consortium. We identified four, six, ten, and four unreported SNPs in established lipid genes for HDL-C, LDL-C, TC, and TGs, respectively. We also identified several lipid-related SNPs in previously unreported genes: DGAT2, HCAR2, GPIHBP1, PPARG, and FTO for HDL-C; SOCS3, APOH, SPTY2D1, BRCA2, and VLDLR for LDL-C; SOCS3, UGT1A1, BRCA2, UBE3B, FCGR2A, CHUK, and INSIG2 for TC; and SERPINF2, C4B, GCK, GATA4, INSR, and LPAL2 for TGs. The proportion of explained phenotypic variance in the subset of studies providing individual-level data was 9.9% for HDL-C, 9.5% for LDL-C, 10.3% for TC, and 8.0% for TGs. This large meta-analysis of lipid phenotypes with the use of a dense gene-centric approach identified multiple SNPs not previously described in established lipid genes and several previously unknown loci. The explained phenotypic variance from this approach was comparable to that from a meta-analysis of GWAS data, suggesting that a focused genotyping approach can further increase the understanding of heritability of plasma lipids.


Assuntos
Estudo de Associação Genômica Ampla , Lipídeos/genética , Locos de Características Quantitativas , HDL-Colesterol/sangue , HDL-Colesterol/genética , LDL-Colesterol/sangue , LDL-Colesterol/genética , Feminino , Genótipo , Humanos , Lipídeos/sangue , Masculino , Fenótipo , Polimorfismo de Nucleotídeo Único , Fatores Sexuais , Triglicerídeos/sangue , Triglicerídeos/genética , População Branca
10.
PLoS One ; 5(9): e12584, 2010 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-20838448

RESUMO

Activation of peroxisome proliferator-activated receptor alpha (PPARα) occurs in animal models of diabetes (DM) and is implicated in pathological responses to myocardial ischemia. Using bioinformatics, we identified a single nucleotide polymorphism (SNP) in the PPARα gene promoter (PPARA -54,642 G>A; rs135561) that altered the consensus sequence for a nuclear receptor binding site. Electrophoretic mobility shift assays showed that the domain bound two known PPARA transcriptional activators, estrogen-related receptor (ERR)-α and -γ and that PPARA G bound with greater affinity than PPARA A (>2-fold; P<0.05). Likewise, promoter-reporter analyses showed enhanced transcriptional activity for PPARA G vs. PPARA A for both ERR-α and -γ (3.1 vs.1.9-fold; P<0.05). Since PPARα activation impairs post-ischemic cardiac function in experimental models of DM, we tested whether decreased PPARA transcription in PPARA A carriers favorably impacted outcome after acute coronary ischemia in 705 patients hospitalized with acute coronary syndromes (ACS; 552 Caucasian, 106 African American). PPARA A allele frequencies were similar to non-diseased subjects. However, PPARA genotype correlated with 5-year mortality in diabetic (22.2% AA vs. 18.8% AG vs. 39.5% GG; P = 0.008), but not non-diabetic (P = 0.96) subjects (genotype by diabetes interaction P = 0.008). In the diabetic ACS subjects, PPARA A carriers had strikingly reduced all-cause mortality compared to PPARA G homozygotes, (unadjusted HR 0.44, 95% CI 0.26-0.75; P = 0.003; adjusted HR 0.48, 95% CI 0.27-0.83; P = 0.009). Consistent with previous descriptions of PPARα in experimental models and human disease, we describe a novel PPARA promoter SNP that decreases transcriptional activation of PPARA and protects against mortality in diabetic patients after ACS.


Assuntos
Doença das Coronárias/mortalidade , Cardiomiopatias Diabéticas/mortalidade , PPAR alfa/genética , Polimorfismo de Nucleotídeo Único , Regiões Promotoras Genéticas , Receptores de Estrogênio/metabolismo , Ativação Transcricional , Idoso , Sequência de Bases , Estudos de Coortes , Doença das Coronárias/genética , Doença das Coronárias/metabolismo , Cardiomiopatias Diabéticas/genética , Cardiomiopatias Diabéticas/metabolismo , Feminino , Variação Genética , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Dados de Sequência Molecular , Isquemia Miocárdica/genética , Isquemia Miocárdica/metabolismo , Isquemia Miocárdica/mortalidade , Estudos Prospectivos , Ligação Proteica , Receptores de Estrogênio/genética , Receptor ERRalfa Relacionado ao Estrogênio
11.
Heart Fail Rev ; 15(3): 209-17, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-18351457

RESUMO

Blockade of the renin-angiotensin-aldosterone system (RAAS) with ACE inhibitors has been a cornerstone of heart failure therapy for over 15 years. More recently, further blockade of RAAS with aldosterone antagonists and angiotensin receptor blockers (ARBs) has been studied. While these therapies have certainly improved outcomes in the treatment of heart failure, morbidity and mortality remain extremely high. Furthermore, polypharmacy and complex regimens of seven medications on average is the norm for management of heart failure. This results in increased costs, patient burden, and uncertainty as to the best course of therapy. The ability to personalize patients' therapeutic regimens using pharmacogenomics has the potential of providing more effective and efficient use of RAAS-modulating medications. This review highlights the implications of major RAAS pharmacogenetic studies, while outlining future directions for translation to practice.


Assuntos
Bloqueadores do Receptor Tipo 1 de Angiotensina II/uso terapêutico , Inibidores da Enzima Conversora de Angiotensina/uso terapêutico , Insuficiência Cardíaca/genética , Antagonistas de Receptores de Mineralocorticoides/uso terapêutico , Farmacogenética , Sistema Renina-Angiotensina/efeitos dos fármacos , Anti-Hipertensivos/uso terapêutico , Pressão Sanguínea/genética , Insuficiência Cardíaca/tratamento farmacológico , Humanos , Hipertensão/genética , Peptidil Dipeptidase A/genética , Fenótipo , Receptores de Angiotensina/genética , Sistema Renina-Angiotensina/genética
12.
PLoS One ; 3(9): e3117, 2008 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-18769620

RESUMO

Endothelial inflammation with chemokine involvement contributes to acute coronary syndromes (ACS). We tested the hypothesis that variation in the chemokine gene CXCL5, which encodes epithelial neutrophil-activating peptide (ENA-78), is associated with ACS prognosis. We also investigated whether statin use, a potent modulator of inflammation, modifies CXCL5's association with outcomes and characterized the in vitro effect of atorvastatin on endothelial ENA-78 production. Using a prospective cohort of ACS patients (n = 704) the association of the CXCL5 -156 G>C polymorphism (rs352046) with 3-year all-cause mortality was estimated with hazard ratios (HR). Models were stratified by genotype and race. To characterize the influence of statins on this association, a statin*genotype interaction was tested. To validate ENA-78 as a statin target in inflammation typical of ACS, endothelial cells (HUVECs) were treated with IL-1beta and atorvastatin with subsequent quantification of CXCL5 expression and ENA-78 protein concentrations. C/C genotype was associated with a 2.7-fold increase in 3-year all-cause mortality compared to G/G+G/C (95%CI 1.19-5.87; p = 0.017). Statins significantly reduced mortality in G/G individuals only (58% relative risk reduction; p = 0.0009). In HUVECs, atorvastatin dose-dependently decreased IL-1beta-stimulated ENA-78 concentrations (p<0.0001). Drug effects persisted over 48 hours (p<0.01). CXCL5 genotype is associated with outcomes after ACS with potential statin modification of this effect. Atorvastatin lowered endothelial ENA-78 production during inflammation typical of ACS. These findings implicate CXCL5/ENA-78 in ACS and the statin response.


Assuntos
Síndrome Coronariana Aguda/diagnóstico , Quimiocina CXCL5/farmacologia , Inibidores de Hidroximetilglutaril-CoA Redutases/farmacologia , Neutrófilos/metabolismo , Síndrome Coronariana Aguda/patologia , Idoso , Atorvastatina , Estudos de Coortes , Feminino , Ácidos Heptanoicos/farmacologia , Humanos , Interleucina-1beta/metabolismo , Masculino , Pessoa de Meia-Idade , Peptídeos/química , Prognóstico , Estudos Prospectivos , Pirróis/farmacologia
13.
Clin Chim Acta ; 379(1-2): 48-52, 2007 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-17254561

RESUMO

BACKGROUND: Matrix metalloproteinase-8 (MMP-8) has been implicated in the pathogenesis of cardiovascular disease. We evaluated the relative contribution of genetic and non-genetic variables to serum MMP-8 concentrations in nondiabetic subjects without known cardiovascular disease. METHODS: A blood sample was obtained from 100 subjects > or =18 y. Total serum MMP-8 concentrations were assayed by ELISA. MMP8 genotypes (-799 C/T and -381 A/G) were determined by PCR-pyrosequencing. RESULTS: MMP-8 concentrations were significantly higher in subjects with the metabolic syndrome (n=40) compared to those without the metabolic syndrome (11.71 vs 6.81 ng/ml, p<0.001) and in current smokers compared to non-smokers (13.51 vs 7.53 ng/ml, p=0.001). MMP-8 concentrations were significantly correlated with body mass index, triglyceride/HDL ratio, triglycerides, fasting plasma glucose, and age. MMP-8 concentrations were not significantly different between MMP8 genotype groups. In regression analysis, variables that were significantly associated with serum MMP-8 concentrations were presence of the metabolic syndrome and smoking (p<0.001 and p=0.009, respectively), accounting for 21.4% of the variability in serum MMP-8 concentrations. CONCLUSIONS: Our data demonstrate that the metabolic syndrome and smoking are independently associated with elevated serum MMP-8 concentrations. The relationship between MMP-8 concentrations and cardiovascular risk merits further investigation.


Assuntos
Metaloproteinase 8 da Matriz/sangue , Síndrome Metabólica/diagnóstico , Fumar/sangue , Adulto , Doenças Cardiovasculares/diagnóstico , Diabetes Mellitus/diagnóstico , Feminino , Humanos , Masculino , Metaloproteinase 8 da Matriz/genética , Polimorfismo Genético
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