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1.
PLoS Med ; 15(3): e1002525, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29534064

RESUMEN

BACKGROUND: Atrial fibrillation (AF) is the most commonly encountered arrhythmia and is associated with an elevated risk of stroke. Improving the identification of patients with the highest risk for AF to enable appropriate surveillance and treatment, if necessary, is critical to reducing AF-associated morbidity and mortality. Multiple common single nucleotide polymorphisms (SNPs) are unequivocally associated with the lifetime risk of AF. In the current study we aimed to prospectively validate an AF genetic risk score (GRS) in previously undiagnosed patients at risk for AF. METHODS AND FINDINGS: Individuals 40 years of age or older with 1 clinical risk factor for AF, presenting with symptoms of AF, or with a first diagnosis of AF, were enrolled for genetic testing and ambulatory cardiac rhythm monitoring with an adhesive patch monitor or a long-term Holter monitor (mean wear time 10 days 21 hours and 13 days 18 hours, respectively). An AF event was the first diagnosis of AF by ECG, patch monitor, or long-term Holter monitor. The AF GRS was determined for each participant based on the weighted contribution of 12 genetic risk loci. Of 904 participants, 85 manifested AF. Their mean age was 66.2 (SD 11.8) years; 38% of participants were male. Participants in the highest quintile of AF GRS were more likely (odds ratio 3.11; 95% CI 1.27-7.58; p = 0.01) to have had an AF event than participants in the lowest quintile after adjusting for age, sex, smoking status, BMI, hypertension, diabetes mellitus, heart failure, and prior myocardial infarction. Study limitations included an ethnically homogenous population, a restricted rhythm monitoring period, and the evolving discovery of SNPs associated with AF. CONCLUSIONS: Prospective assessment of a GRS for AF identified participants with elevated risk of AF beyond established clinical criteria. Accordingly, a GRS for AF could be incorporated into overall risk assessment to better identify patients at the highest risk of developing AF, although further testing in larger populations is needed to confirm these findings. TRIAL REGISTRATION: ClinicalTrials.gov NCT01970969.


Asunto(s)
Fibrilación Atrial , Medición de Riesgo/métodos , Accidente Cerebrovascular , Anciano , Aminopeptidasas/genética , Fibrilación Atrial/complicaciones , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/genética , Caveolina 1/genética , Estudios de Cohortes , Electrocardiografía Ambulatoria/métodos , Femenino , Pruebas Genéticas/métodos , Proteínas de Homeodominio/genética , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Estudios Prospectivos , Factores de Riesgo , Canales de Potasio de Pequeña Conductancia Activados por el Calcio/genética , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/prevención & control , Factores de Tiempo , Factores de Transcripción/genética , Proteína del Homeodomínio PITX2
2.
Value Health ; 20(4): 547-555, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28407996

RESUMEN

BACKGROUND: The National Comprehensive Cancer Network recommends that women who carry gene variants that confer substantial risk for breast cancer consider risk-reduction strategies, that is, enhanced surveillance (breast magnetic resonance imaging and mammography) or prophylactic surgery. Pathogenic variants can be detected in women with a family history of breast or ovarian cancer syndromes by multigene panel testing. OBJECTIVES: To investigate whether using a seven-gene test to identify women who should consider risk-reduction strategies could cost-effectively increase life expectancy. METHODS: We estimated effectiveness and lifetime costs from a payer perspective for two strategies in two hypothetical cohorts of women (40-year-old and 50-year-old cohorts) who meet the National Comprehensive Cancer Network-defined family history criteria for multigene testing. The two strategies were the usual test strategy for variants in BRCA1 and BRCA2 and the seven-gene test strategy for variants in BRCA1, BRCA2, TP53, PTEN, CDH1, STK11, and PALB2. Women found to have a pathogenic variant were assumed to undergo either prophylactic surgery or enhanced surveillance. RESULTS: The incremental cost-effectiveness ratio for the seven-gene test strategy compared with the BRCA1/2 test strategy was $42,067 per life-year gained or $69,920 per quality-adjusted life-year gained for the 50-year-old cohort and $23,734 per life-year gained or $48,328 per quality-adjusted life-year gained for the 40-year-old cohort. In probabilistic sensitivity analysis, the seven-gene test strategy cost less than $100,000 per life-year gained in 95.7% of the trials for the 50-year-old cohort. CONCLUSIONS: Testing seven breast cancer-associated genes, followed by risk-reduction management, could cost-effectively improve life expectancy for women at risk of hereditary breast cancer.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Detección Precoz del Cáncer/economía , Perfilación de la Expresión Génica/economía , Pruebas Genéticas/economía , Costos de la Atención en Salud , Esperanza de Vida , Años de Vida Ajustados por Calidad de Vida , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Neoplasias de la Mama/economía , Neoplasias de la Mama/terapia , Análisis Costo-Beneficio , Técnicas de Apoyo para la Decisión , Detección Precoz del Cáncer/métodos , Femenino , Predisposición Genética a la Enfermedad , Herencia , Humanos , Imagen por Resonancia Magnética/economía , Mamografía/economía , Mastectomía/economía , Persona de Mediana Edad , Modelos Económicos , Selección de Paciente , Fenotipo , Valor Predictivo de las Pruebas , Pronóstico , Medición de Riesgo , Factores de Riesgo , Espera Vigilante/economía
3.
Eur Heart J ; 37(6): 561-7, 2016 Feb 07.
Artículo en Inglés | MEDLINE | ID: mdl-26392438

RESUMEN

AIMS: Genetic risk scores (GRSs) have been associated with coronary heart disease (CHD) in large studies. We asked whether expanding an established 27-variant GRS (GRS27) to a 50-variant GRS (GRS50) improved CHD prediction and whether GRSs are independent of self-reported family history of CHD. METHODS AND RESULTS: The association between GRSs and incident CHD was assessed in Cox models adjusting for established risk factors in 23 595 participants of the Malmö Diet and Cancer study--a prospective, population-based study. During a median follow-up of 14.4 years, 2213 participants experienced a first CHD event. After adjustment for established risk factors, both GRS27 and GRS50 were associated with incident CHD [hazard ratio (HR) = 1.70 for high (top quintile) vs. low (bottom quintile) of GRS27; 95% confidence interval (CI): 1.48-1.94; Ptrend = 1.6 × 10(-15) and HR = 1.92 for GRS50; 95% CI: 1.67-2.20; Ptrend = 6.2 × 10(-22)]. Adding 23 single nucleotide polymorphisms (SNPs) to GRS27 improved risk prediction (P = 3 × 10(-6)). Further adjustment for self-reported family history did not appreciably change the risk estimates of either GRS27 (HR = 1.65; 95% CI: 1.45-1.89) or GRS50 (HR = 1.87; 95% CI: 1.63-2.14). The addition of GRS50 to established risk factors, including self-reported family history, improved discrimination (P < 0.0001) and reclassification (continuous net reclassification improvement index = 0.17, P < 0.0001). In young participants (below median age), those with high GRS50 had 2.4-fold greater risk (95% CI: 1.85-3.12) than those with low GRS50. CONCLUSION: The addition of 23 SNPs to an existing GRS27 improved CHD risk prediction and was independent of self-reported family history. Coronary heart disease risk assessment by GRS could be particularly useful in young individuals.


Asunto(s)
Enfermedad de la Arteria Coronaria/genética , Polimorfismo de Nucleótido Simple/genética , Distribución por Edad , Anciano , Enfermedad de la Arteria Coronaria/epidemiología , Métodos Epidemiológicos , Femenino , Predisposición Genética a la Enfermedad/epidemiología , Predisposición Genética a la Enfermedad/genética , Humanos , Masculino , Persona de Mediana Edad , Linaje , Suecia/epidemiología
4.
BMC Cardiovasc Disord ; 16(1): 251, 2016 12 07.
Artículo en Inglés | MEDLINE | ID: mdl-27927162

RESUMEN

BACKGROUND: The 2013 ACC/AHA guideline recommended either no statin therapy or moderate-intensity statin therapy (MST) for intermediate risk patients-those with 5-7.5% 10-year risk and without cardiovascular disease (CVD), hypercholesterolemia or diabetes. The guideline further suggested that the therapy choice be based on patient-clinician discussions of risks and benefits. Since low-density lipoprotein particle (LDL-P) levels were reported to be associated with CVD independently of traditional risk factors in intermediate and low risk patients, we investigated the cost-effectiveness of using LDL-P levels to identify intermediate risk patients likely to benefit from initiating or intensifying statin therapy. METHODS: We evaluated 5 care strategies for intermediate risk patients. These included the strategies suggested by the guideline: no-statin therapy and MST. We compared each of these strategies to a related strategy that incorporated LDL-P testing. No-statin therapy was compared with the strategy of MST for those with high LDL-P levels and no statin therapy for all other patients (test-and-MST). MST was compared with the strategy of high-intensity statin therapy (HST) for those with high LDL-P levels and MST for all other patients (test-and-HST). We also evaluated the strategy of HST for all. Costs (payer perspective) and utilities were assessed over a 5-year time horizon in a Markov model of 100,000 hypothetical intermediate risk patients. RESULTS: HST dominated all other strategies, costing less and-despite causing 739 more cases of diabetes than did MST-resulting in more quality adjusted life-years (QALYs). For patient-clinician discussions that would otherwise lead to the MST strategy, we found the test-and-HST strategy reduced costs by $4.67 MM and resulted in 134 fewer CVD events and 115 additional QALYs. For patient-clinician discussions that would otherwise lead to no statin therapy, we found that the test-and-MST strategy reduced costs by $3.25 MM, resulted in 97 fewer CVD events and 44 additional QALYs. CONCLUSIONS: The HST strategy was cost saving and improved outcomes in intermediate risk patients. For patient and clinicians concerned about the adverse events associated with HST, using LDL-P levels to target intensified statin therapy could improve outcomes and reduce costs.


Asunto(s)
LDL-Colesterol/sangre , Toma de Decisiones , Predicción , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Hipercolesterolemia/economía , Adulto , Anciano , Análisis Costo-Beneficio , Femenino , Humanos , Hipercolesterolemia/sangre , Hipercolesterolemia/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Años de Vida Ajustados por Calidad de Vida , Factores de Riesgo
5.
BMC Cardiovasc Disord ; 15: 104, 2015 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-26419225

RESUMEN

BACKGROUND: Atrial fibrillation (AF) increases risk of stroke, and although this stroke risk can be ameliorated by warfarin therapy, some patients decline to adhere to warfarin therapy. A prospective clinical study could be conducted to determine whether knowledge of genetic risk for AF could increase adherence to warfarin therapy for patients who initially declined therapy. As a prelude to a potential prospective clinical study, we investigated whether the use of genetic information to increase adherence could be cost effective. METHODS: Markov model assessed costs and utilities of two care strategies for AF patients who declined warfarin therapy. In the usual care strategy patients received aspirin. In the test strategy genetic risk for AF was assessed (genotype of the 4q25 locus) and some patients with a positive genetic test (≥1 risk allele) were assumed to adhere to warfarin therapy. The remaining patients received aspirin. The incremental cost-effectiveness ratio (ICER) was the ratio of the costs differential and the quality adjusted life-years (QALYs) differential for the two strategies. RESULTS: We found that the 4q25 genetic testing strategy, compared with the usual care strategy (aspirin therapy), would be cost-effective (ICER $ 47,148) if 2.1 % or more of the test positive patients were to adhere to warfarin therapy. The test strategy would become a cost saving strategy if 5.3 % or more of the test positive patients were to adhere to warfarin therapy. If 20 % of test positive patients were to adhere to warfarin therapy in a hypothetical cohort of 1000 patients, 7 stroke events would be prevented and 3 extra-cranial major bleeding events would be caused over 5 years, resulting in a cost savings of ~ $250,000 and a net gain of 9 QALYs. DISCUSSION: A clinical study to assess the impact of patient knowledge of genetic risk of AF on adherence to warfarin therapy would be merited because even a modest increase in patient adherence would make a genetic testing strategy cost-effective. CONCLUSION: Providing patients who declined warfarin therapy with information about their genetic risk of AF would be cost effective if this genetic risk information resulted in modest increases in adherence.


Asunto(s)
Anticoagulantes/uso terapéutico , Fibrilación Atrial/tratamiento farmacológico , Fibrilación Atrial/genética , Predisposición Genética a la Enfermedad , Cumplimiento de la Medicación , Warfarina/uso terapéutico , Aspirina/uso terapéutico , Análisis Costo-Beneficio , Humanos , Cadenas de Markov , Inhibidores de Agregación Plaquetaria/uso terapéutico , Años de Vida Ajustados por Calidad de Vida
6.
Stroke ; 45(10): 2856-2862, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25123217

RESUMEN

BACKGROUND AND PURPOSE: Atrial fibrillation (AF) is prevalent and there is a clinical need for biomarkers to identify individuals at higher risk for AF. Fixed throughout a life course and assayable early in life, genetic biomarkers may meet this need. Here, we investigate whether multiple single nucleotide polymorphisms together as an AF genetic risk score (AF-GRS) can improve prediction of one's risk for AF. METHODS: In 27 471 participants of the Malmö Diet and Cancer Study, a prospective, community-based cohort, we used Cox models that adjusted for established AF risk factors to assess the association of AF-GRS with incident AF and ischemic stroke. Median follow-up was 14.4 years for incident AF and 14.5 years for ischemic stroke. The AF-GRS comprised 12 single nucleotide polymorphisms that had been previously shown to be associated with AF at genome-wide significance. RESULTS: During follow-up, 2160 participants experienced a first AF event and 1495 had a first ischemic stroke event. Participants in the top AF-GRS quintile were at increased risk for incident AF (hazard ratio, 2.00; 95% confidence interval, 1.73-2.31; P=2.7×10(-21)) and ischemic stroke (hazard ratio, 1.23; 95% confidence interval, 1.04-1.46; P=0.02) when compared with the bottom quintile. Addition of the AF-GRS to established AF risk factors modestly improved both discrimination and reclassification (P<0.0001 for both). CONCLUSIONS: An AF-GRS can identify 20% of individuals who are at ≈2-fold increased risk for incident AF and at 23% increased risk for ischemic stroke. Targeting diagnostic or therapeutic interventions to this subset may prove clinically useful.


Asunto(s)
Fibrilación Atrial/genética , Predisposición Genética a la Enfermedad/genética , Polimorfismo de Nucleótido Simple/genética , Accidente Cerebrovascular/genética , Anciano , Estudios de Cohortes , Femenino , Genotipo , Humanos , Masculino , Persona de Mediana Edad , Reacción en Cadena de la Polimerasa Multiplex , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Factores de Riesgo
7.
Blood ; 120(3): 656-63, 2012 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-22586183

RESUMEN

There are no risk models available yet that accurately predict a person's risk for developing venous thrombosis. Our aim was therefore to explore whether inclusion of established thrombosis-associated single nucleotide polymorphisms (SNPs) in a venous thrombosis risk model improves the risk prediction. We calculated genetic risk scores by counting risk-increasing alleles from 31 venous thrombosis-associated SNPs for subjects of a large case-control study, including 2712 patients and 4634 controls (Multiple Environmental and Genetic Assessment). Genetic risk scores based on all 31 SNPs or on the 5 most strongly associated SNPs performed similarly (areas under receiver-operating characteristic curves [AUCs] of 0.70 and 0.69, respectively). For the 5-SNP risk score, the odds ratios for venous thrombosis ranged from 0.37 (95% confidence interval [CI], 0.25-0.53) for persons with 0 risk alleles to 7.48 (95% CI, 4.49-12.46) for persons with more than or equal to 6 risk alleles. The AUC of a risk model based on known nongenetic risk factors was 0.77 (95% CI, 0.76-0.78). Combining the nongenetic and genetic risk models improved the AUC to 0.82 (95% CI, 0.81-0.83), indicating good diagnostic accuracy. To become clinically useful, subgroups of high-risk persons must be identified in whom genetic profiling will also be cost-effective.


Asunto(s)
Predisposición Genética a la Enfermedad/epidemiología , Pruebas Genéticas/métodos , Polimorfismo de Nucleótido Simple/genética , Trombosis de la Vena/diagnóstico , Trombosis de la Vena/genética , Análisis Costo-Beneficio , Femenino , Predisposición Genética a la Enfermedad/genética , Pruebas Genéticas/economía , Pruebas Genéticas/normas , Humanos , Masculino , Modelos Genéticos , Modelos Estadísticos , Valor Predictivo de las Pruebas , Curva ROC , Reproducibilidad de los Resultados , Factores de Riesgo
9.
Cerebrovasc Dis ; 33(1): 80-5, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22134093

RESUMEN

BACKGROUND: Gene variants associated with disease could reveal novel mechanisms. We searched for single nucleotide polymorphisms (SNPs) associated with noncardioembolic stroke (nonCES). METHODS: We tested 24,926 SNPs in or near genes for association with nonCES in the Vienna Study (551 cases, 815 controls) and then evaluated the associated SNPs in the UCSF-CC Study (570 cases, 1,604 controls) first in pooled DNA samples and then in individual DNA samples. We then asked whether the risk alleles of the SNPs associated with increased risk in both studies were also associated with increased risk of nonCES in the German Study (728 cases, 1,041 controls). RESULTS: Six of the 46 SNPs that were associated with nonCES in both the Vienna and the UCSF-CC Studies were also associated with nonCES in the German Study: rs362277 in HTT (OR 1.39, 90% CI 1.12-1.71), rs2924914 near CSMD1 (OR 1.22, 90% CI 1.04-1.43), rs1264352 near DDR1 (OR 1.20, 90% CI 1.02-1.41), rs544115 in NEU3 (OR 1.63, 90% CI 1.02-2.62), rs12481805 in UMODL1 (OR 1.31, 90% CI 1.01-1.81), and rs2857595 near NCR3 (OR 1.15, 90% CI 1.00-1.32). Accounting for multiple testing of 46 SNPs, these 6 SNPs had a false discovery rate of 0.69. CONCLUSIONS: Some of the 6 SNPs may be associated with nonCES but most may be false positives. These 6 SNPs merit investigation in additional nonCES study populations.


Asunto(s)
Polimorfismo de Nucleótido Simple , Accidente Cerebrovascular/genética , Anciano , Anciano de 80 o más Años , Austria , Proteínas de Unión al Calcio/genética , Estudios de Casos y Controles , Distribución de Chi-Cuadrado , Receptor con Dominio Discoidina 1 , Femenino , Frecuencia de los Genes , Predisposición Genética a la Enfermedad , Alemania , Humanos , Modelos Logísticos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Receptor 3 Gatillante de la Citotoxidad Natural/genética , Neuraminidasa/genética , Oportunidad Relativa , Ohio , Proteínas Tirosina Quinasas Receptoras/genética , Medición de Riesgo , Factores de Riesgo , San Francisco , Proteínas de Transporte de Serotonina en la Membrana Plasmática/genética , Proteínas Supresoras de Tumor
10.
Hum Genet ; 129(1): 17-23, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20886236

RESUMEN

A single nucleotide polymorphism (SNP) in KIF6, a member of the KIF9 family of kinesins, is associated with differential coronary event reduction from statin therapy in four randomized controlled trials; this SNP (rs20455) is also associated with the risk for coronary heart disease (CHD) in multiple prospective studies. We investigated whether other common SNPs in the KIF6 region were associated with event reduction from statin therapy. Of the 170 SNPs in the KIF6 region investigated in the Cholesterol and Recurrent Events trial (CARE), 28 were associated with differential event reduction from statin therapy (P (interaction) < 01 in Caucasians, adjusted for age and sex) and were further investigated in the Pravastatin or Atorvastatin Evaluation and Infection Therapy-Thrombolysis In Myocardial Infarction 22 (PROVE IT-TIMI22) and West of Scotland Coronary Prevention Study (WOSCOPS). These analyses revealed that two SNPs (rs9462535 and rs9471077), in addition to rs20455, were associated with event reduction from statin therapy (P (interaction) < 0.1 in each of the three studies). The relative risk reduction ranged from 37 to 50% (P < 0.01) in carriers of the minor alleles of these SNPs and from -4 to 13% (P > 0.4) in non-carriers. These three SNPs are in high linkage disequilibrium with one another (r (2) > 0.84). Functional studies of these variants may help to understand the role of KIF6 in the pathogenesis of CHD and differential response to statin therapy.


Asunto(s)
Enfermedad Coronaria/tratamiento farmacológico , Enfermedad Coronaria/genética , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Cinesinas/genética , Polimorfismo de Nucleótido Simple , Mapeo Cromosómico , Enfermedad Coronaria/prevención & control , Femenino , Humanos , Desequilibrio de Ligamiento , Masculino , Metaanálisis como Asunto , Persona de Mediana Edad , Ensayos Clínicos Controlados Aleatorios como Asunto
11.
BMC Med Genet ; 12: 131, 2011 Oct 06.
Artículo en Inglés | MEDLINE | ID: mdl-21977987

RESUMEN

BACKGROUND: The PHArmacogenetic study of Statins in the Elderly at risk (PHASE) is a genome wide association study in the PROspective Study of Pravastatin in the Elderly at risk for vascular disease (PROSPER) that investigates the genetic variation responsible for the individual variation in drug response to pravastatin. Statins lower LDL-cholesterol in general by 30%, however not in all subjects. Moreover, clinical response is highly variable and adverse effects occur in a minority of patients. In this report we first describe the rationale of the PROSPER/PHASE project and second show that the PROSPER/PHASE study can be used to study pharmacogenetics in the elderly. METHODS: The genome wide association study (GWAS) was conducted using the Illumina 660K-Quad beadchips following manufacturer's instructions. After a stringent quality control 557,192 SNPs in 5,244 subjects were available for analysis. To maximize the availability of genetic data and coverage of the genome, imputation up to 2.5 million autosomal CEPH HapMap SNPs was performed with MACH imputation software. The GWAS for LDL-cholesterol is assessed with an additive linear regression model in PROBABEL software, adjusted for age, sex, and country of origin to account for population stratification. RESULTS: Forty-two SNPs reached the GWAS significant threshold of p = 5.0e-08 in 5 genomic loci (APOE/APOC1; LDLR; FADS2/FEN1; HMGCR; PSRC1/CELSR5). The top SNP (rs445925, chromosome 19) with a p-value of p = 2.8e-30 is located within the APOC1 gene and near the APOE gene. The second top SNP (rs6511720, chromosome 19) with a p-value of p = 5.22e-15 is located within the LDLR gene. All 5 genomic loci were previously associated with LDL-cholesterol levels, no novel loci were identified. Replication in WOSCOPS and CARE confirmed our results. CONCLUSION: With the GWAS in the PROSPER/PHASE study we confirm the previously found genetic associations with LDL-cholesterol levels. With this proof-of-principle study we show that the PROSPER/PHASE study can be used to investigate genetic associations in a similar way to population based studies. The next step of the PROSPER/PHASE study is to identify the genetic variation responsible for the variation in LDL-cholesterol lowering in response to statin treatment in collaboration with other large trials.


Asunto(s)
Estudio de Asociación del Genoma Completo , Lipoproteínas LDL/genética , Farmacogenética , Anciano , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Lipoproteínas LDL/sangre , Placebos , Polimorfismo de Nucleótido Simple , Pravastatina/uso terapéutico , Estudios Prospectivos
12.
BMC Cardiovasc Disord ; 11: 10, 2011 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-21406102

RESUMEN

BACKGROUND: Genetic risk factors might improve prediction of coronary events. Several variants at chromosome 9p21.3 have been widely reported to be associated with coronary heart disease (CHD) in prospective and case-control studies. A variant of KIF6 (719Arg) has also been reported to be associated with increased risk of CHD in large prospective studies, but not in case-control studies. We asked whether the addition of genetic information (the 9p21.3 or KIF6 variants) or a well-established non-genetic risk factor (C-reactive protein [CRP]) can improve risk prediction by the Framingham Risk Score (FRS) in the Cardiovascular Health Study (CHS)--a prospective observational study of risk factors for cardiovascular disease among > 5,000 participants aged 65 or older. METHODS: Improvement of risk prediction was assessed by change in the area under the receiver-operator characteristic curve (AUC) and by net reclassification improvement (NRI). RESULTS: Among white participants the FRS was improved by addition of KIF6 719Arg carrier status among men as assessed by the AUC (from 0.581 to 0.596, P = 0.03) but not by NRI (NRI = 0.027, P = 0.32). Adding both CRP and 719Arg carrier status to the FRS improved risk prediction by the AUC (0.608, P = 0.02) and NRI (0.093, P = 0.008) in men, but not women (P ≥ 0.24). CONCLUSIONS: While none of these risk markers individually or in combination improved risk prediction among women, a combination of KIF6 719Arg carrier status and CRP levels modestly improved risk prediction among white men; although this improvement is not significant after multiple-testing correction. These observations should be investigated in other prospective studies.


Asunto(s)
Proteína C-Reactiva/genética , Variación Genética/genética , Cinesinas/genética , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/genética , Anciano , Anciano de 80 o más Años , Población Negra/genética , Estudios de Casos y Controles , Femenino , Estudios de Seguimiento , Humanos , Masculino , Valor Predictivo de las Pruebas , Estudios Prospectivos , Factores de Riesgo , Población Blanca/genética
13.
JAMA Netw Open ; 4(5): e2111634, 2021 05 03.
Artículo en Inglés | MEDLINE | ID: mdl-34009346

RESUMEN

Importance: Low vitamin D levels have been reported to be associated with increased risk of SARS-CoV-2 infection. Independent, well-powered studies could further our understanding of this association. Objective: To examine whether low levels of vitamin D are associated with SARS-CoV-2 seropositivity, an indicator of previous infection. Design, Setting, and Participants: This is a cohort study of employees and spouses who elected to be tested for SARS-CoV-2 IgG as part of an annual employer-sponsored health screening program conducted in August to November 2020. This program includes commonly assessed demographic, biometric, and laboratory variables, including total vitamin D measurement. Baseline (prepandemic) levels of vitamin D and potential confounders were obtained from screening results from the previous year (September 2019 to January 2020). Data analysis was performed from December 2020 to March 2021. Exposures: Low total serum 25-hydroxyvitamin D, defined as either less than 20 ng/mL or less than 30 ng/mL. Main Outcomes and Measures: The main outcome was SARS-CoV-2 seropositivity, as determined with US Food and Drug Administration emergency use-authorized assays. The association of SARS-CoV-2 seropositivity with vitamin D levels was assessed by multivariable logistic regression analyses and propensity score analyses. Results: The 18 148 individuals included in this study had test results for SARS-CoV-2 IgG in 2020 and vitamin D levels from the prepandemic and pandemic periods. Their median (interquartile range) age was 47 (37-56) years, 12 170 (67.1%) were women, 900 (5.0%) were seropositive, 4498 (24.8%) had a vitamin D level less than 20 ng/mL, and 10 876 (59.9%) had a vitamin D level less than 30 ng/mL before the pandemic. In multivariable models adjusting for age, sex, race/ethnicity, education, body mass index, blood pressure, smoking status, and geographical location, SARS-CoV-2 seropositivity was not associated with having a vitamin D level less than 20 ng/mL before (odds ratio [OR], 1.04; 95% CI, 0.88-1.22) or during (OR, 0.93; 95% CI, 0.79-1.09) the pandemic; it was also not associated with having a vitamin D level less than 30 ng/mL before (OR, 1.09; 95% CI, 0.93-1.27) or during (OR, 1.05; 95% CI, 0.91-1.23) the pandemic. Similar results were observed in propensity score analyses. SARS-CoV-2 seropositivity was associated with obesity (OR, 1.26; 95% CI, 1.08-1.46), not having a college degree (OR, 1.40; 95% CI, 1.21-1.62), and Asian (OR, 1.46; 95% CI, 1.13-1.87), Black (OR, 2.74; 95% CI, 2.25-3.34), Hispanic (OR, 2.65; 95% CI, 2.15-3.27), American Indian or Alaska Native, and Native Hawaiian or other Pacific Islander (OR, 2.01; OR, 1.54-2.62) race/ethnicity, and was inversely associated with high blood pressure (OR, 0.82; 95% CI, 0.70-0.96), smoking (OR, 0.60; 95% CI, 0.47-0.78), and residing in the US Northeast (OR, 0.75; 95% CI, 0.62-0.92) and West (OR, 0.54; 95% CI, 0.44-0.67). Conclusions and Relevance: In this cohort study, SARS-CoV-2 seropositivity was not associated with low levels of vitamin D independently of other risk factors.


Asunto(s)
COVID-19/sangre , Inmunoglobulina G/sangre , Pandemias , SARS-CoV-2/inmunología , Deficiencia de Vitamina D/sangre , Vitamina D/sangre , Adulto , COVID-19/etiología , COVID-19/virología , Etnicidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Oportunidad Relativa , Grupos Raciales , Estudios Retrospectivos , Factores de Riesgo , Deficiencia de Vitamina D/complicaciones
14.
Sci Rep ; 11(1): 21536, 2021 11 02.
Artículo en Inglés | MEDLINE | ID: mdl-34728785

RESUMEN

In clinical trials, vitamin D supplementation has been reported to reduce serum levels of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and triglycerides (TG) but not high-density lipoprotein cholesterol (HDL-C). In this cohort study we evaluated the association between changes in vitamin D (25-hydroxyvitamin D) and changes in lipid levels in a real-world setting. Changes in lipid levels over a 1-year period were evaluated among individuals whose vitamin D levels increased (group 1) or decreased (group 2) by ≥ 10 ng/mL in year 2018 versus 2017 (cohort 1; n = 5580), in 2019 versus 2018 (cohort 2, n = 6057), or in 2020 versus 2019 (cohort 3, n = 7249). In each cohort, levels of TC, LDL-C, and TG decreased in group 1 and increased in group 2. Between-group differences in average changes in the 3 cohorts ranged from 10.71 to 12.02 mg/dL for TC, from 7.42 to 8.95 mg/dL for LDL-C, and from 21.59 to 28.09 mg/dL for TG. These differences were significant after adjusting for age, sex, race, education, body mass index, blood pressure, smoking status, geographical location, and baseline levels of vitamin D and lipids (P < 0.001). Changes in vitamin D levels were not significantly associated with changes in HDL-C levels.


Asunto(s)
Biomarcadores/sangre , Lípidos/sangre , Vitamina D/sangre , Vitaminas/sangre , Adulto , Índice de Masa Corporal , Colesterol/sangre , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Triglicéridos/sangre
15.
Eur J Cardiovasc Prev Rehabil ; 17(4): 455-61, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-20215968

RESUMEN

BACKGROUND: Statin therapy has been found to substantially and significantly reduce coronary events in carriers of the KIF6 719Arg variant (rs20455) but not in noncarriers. We investigated whether, among the elderly, statin therapy also significantly reduced coronary events in carriers but not in noncarriers. DESIGN AND METHODS: Among 5,752 patients of the PROspective Study of Pravastatin in the Elderly at Risk (PROSPER) study, we assessed the effect of pravastatin, compared with placebo, on coronary events according to 719Arg carrier status using proportional hazards models. RESULTS: Since benefit from statin therapy in elderly patients has been primarily shown among those with prior vascular disease, we performed analyses in PROSPER patients with prior disease and found that pravastatin therapy significantly reduced events in 719Arg carriers [hazards ratio (HR): 0.66, 95% confidence interval (CI): 0.52-0.86] but not in noncarriers (HR: 0.94, 95% CI: 0.69-1.28), P=0.09 for interaction between treatment and carrier status. Among those without prior disease, no significant benefit was observed in either carriers or noncarriers. Among those with prior vascular disease in the placebo arm, Trp719Arg heterozygotes were at significantly greater risk, compared with noncarriers (HR: 1.36, 95% CI: 1.03-1.81, P=0.03); the HR of 719Arg carriers, compared with noncarriers, was 1.28 (95% CI: 0.98-1.69, P=0.07). CONCLUSION: Elderly carriers of the KIF6 719Arg variant with prior vascular disease received significant benefit from pravastatin therapy; no benefit was observed in noncarriers with prior disease or in those without prior disease (carriers or noncarriers).


Asunto(s)
Enfermedad Coronaria/tratamiento farmacológico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Cinesinas/genética , Polimorfismo Genético , Pravastatina/uso terapéutico , Factores de Edad , Anciano , Enfermedad Coronaria/genética , Enfermedad Coronaria/prevención & control , Método Doble Ciego , Europa (Continente) , Femenino , Heterocigoto , Humanos , Estimación de Kaplan-Meier , Masculino , Modelos de Riesgos Proporcionales , Medición de Riesgo , Factores de Riesgo , Prevención Secundaria , Factores de Tiempo , Resultado del Tratamiento
16.
Popul Health Manag ; 23(6): 487-494, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-31895617

RESUMEN

Because chronic kidney disease (CKD) is underdiagnosed, many patients do not receive care that could slow or prevent progression. Potential CKD patients can be identified during employee wellness events and referred into care by a CKD outreach program. This study assessed the health and economic benefits associated with a CKD outreach program. A model-based cost-effectiveness analysis was conducted for a cohort of patients at risk for CKD under 2 scenarios: wellness events with a CKD outreach program and wellness events without outreach. The outreach program identified potential CKD patients based on estimated glomerular filtration rates. Health outcomes and total cost to payers were estimated with Markov models using 1-year cycles. Because outreach could be offered to either patients with diabetes or to all potential CKD patients, these groups were modeled separately. The authors assumed 40% percent of potential CKD patients accepted the invitation to participate in the CKD outreach program. Model parameters were taken from peer-reviewed literature. The study was conducted from the perspective of self-insured employers over a 5-year time horizon. The study found that the CKD outreach program resulted in a gain of 2.3 quality-adjusted life-years and saved $500,211 when 1000 potential CKD patients with diabetes were invited. When potential CKD patients were invited without regard for diabetes status, 0.8 quality-adjusted life-years were gained at a cost savings of $34,161. The authors concluded that CKD outreach programs can improve health outcomes for patients with CKD and save costs for payers.


Asunto(s)
Insuficiencia Renal Crónica , Lugar de Trabajo , Análisis Costo-Beneficio , Tasa de Filtración Glomerular , Humanos , Cadenas de Markov , Insuficiencia Renal Crónica/terapia
17.
Diagn Microbiol Infect Dis ; 98(2): 115119, 2020 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-32683205

RESUMEN

We evaluated the cost-effectiveness of test-and-treat scenarios for vaginitis, scenarios based on clinical and microscopic examination (CME), nucleic acid amplification testing (NAAT), or nonamplified nucleic acid probe (probe) testing. The symptom resolution outcome and the payer cost of diagnosis and treatment were estimated in decision analytical models in a hypothetical patient population. Compared with probe testing, NAAT resulted in symptom resolution in more patients (615 versus 475 per 1000 tested) at a cost of $210 per incremental symptom resolution, a cost lower than the willingness to pay for symptom resolution ($871) implied by payer coverage for probe testing. Following a negative CME, the NAAT scenario resulted in symptom resolution in more patients (650 per 1000 patients tested) than did either CME (525) or the CME probe testing-based scenario (602) at incremental cost-effectiveness ratios lower than the willingness to pay implied by coverage for CME. Therefore, NAAT is likely to cost-effectively improve health outcomes for patients with vaginitis.


Asunto(s)
Análisis Costo-Beneficio , Técnicas de Apoyo para la Decisión , Técnicas de Diagnóstico Molecular/economía , Técnicas de Sonda Molecular/economía , Técnicas de Amplificación de Ácido Nucleico/economía , Vaginitis/diagnóstico , Cuidados Posteriores/economía , Femenino , Humanos , Técnicas de Diagnóstico Molecular/métodos , Técnicas de Amplificación de Ácido Nucleico/métodos , Sensibilidad y Especificidad , Vaginitis/economía
18.
JAMA Netw Open ; 3(10): e2022119, 2020 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-33104207

RESUMEN

Importance: Married couples and domestic partners have been reported to share similar environmental exposures, adopt similar behavior patterns, and have similar transferable characteristics. However, the degree to which couples share similar levels of cardiovascular risk factors and behaviors is uncertain. Objective: To assess within-couple concordance of the American Heart Association-defined Life's Simple 7 (LS7). Design, Setting, and Participants: Cross-sectional study with a longitudinal substudy of employees and spouses (or domestic partners) who participated in an employer-sponsored health assessment program throughout the United States between October 2014 and December 2018. Data were analyzed from November 1, 2019, to August 4, 2020. Exposures: Having a spouse or domestic partner. Main Outcomes and Measures: The LS7 risk factors and behaviors (smoking status, body mass index, exercise, diet, total cholesterol, blood pressure, and fasting glucose) were assessed by questionnaires, examinations, and laboratory tests. LS7 categories were scored as 2 for ideal, 1 for intermediate, or 0 for poor and summed to generate a CV health score. Results: The study included 10 728 participants (5364 couples): 7% were African American, 11% Hispanic, 21% Asian, and 54% White (median [interquartile range] age, 50 [41-57] years for men and 47 [39-55] for women). For most couples, both members were in the ideal category or both were in a nonideal category. Concordance ranged from 53% (95% CI, 52%-54%) for cholesterol to 95% (95% CI, 94%-95%) for diet. For the CV health score, in 79% (95% CI, 78%-80%) of couples both members were in a nonideal category, which was associated mainly with unhealthy diet (94% [95% CI, 93%-94%] of couples) and inadequate exercise (53% [95% CI, 52%-55%] of couples). However, in most couples, both members were in the ideal category for smoking status (60% [95% CI, 59%-61%] of couples) and glucose (56% [95% CI, 55%-58%]). Except for total cholesterol, when 1 member of a couple was in the ideal category, the other member was likely also to be in the ideal category: the adjusted odds ratios for also being in the ideal category ranged from 1.3 (95% CI, 1.1-1.5; P ≤ .001) for blood pressure to 10.6 (95% CI, 7.4-15.3; P ≤ .001) for diet. Concordance differed by ethnicity, socioeconomic status, and geographic location. A 5-year longitudinal analysis of 2186 couples found modest changes in concordance of blood pressure (from 55% [95% CI, 53%-57%] to 59% [95% CI, 57%-61%]; P < .001 for trend) and fasting glucose (from 64% [95% CI, 62%-66%] to 59% [95% CI, 57%-61%]; P < .001 for trend) with no change in other factors. Conclusions and Relevance: In this study, high concordance of nonideal behaviors was found within couples; behavioral modification programs may benefit both the targeted and the nontargeted member of a couple.


Asunto(s)
Enfermedades Cardiovasculares/complicaciones , Esposos/psicología , Adulto , Enfermedades Cardiovasculares/fisiopatología , Estudios de Cohortes , Estudios Transversales , Femenino , Factores de Riesgo de Enfermedad Cardiaca , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Grupos Raciales/estadística & datos numéricos , Esposos/estadística & datos numéricos , Estados Unidos
19.
J Am Heart Assoc ; 9(9): e015807, 2020 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-32319337

RESUMEN

Background The American Heart Association and American College of Cardiology guidelines defined patient-management groups that would benefit from lowering of low-density lipoprotein cholesterol (LDL-C). We assessed gaps in dyslipidemia care among employees and spouses with health benefits. Methods and Results We studied 17 889 employees and spouses who were covered by an employer-sponsored health plan and participated in an annual health assessment. Using medical claims, laboratory tests, and risk assessment questionnaires, we found that 43% of participants were in one of 4 patient-management groups: secondary prevention, severe hypercholesterolemia (LDL-C ≥190 mg/dL at least once in the preceding 5 years), diabetes mellitus, or elevated 10-year risk of cardiovascular disease. To assess gaps in dyslipidemia care, we used LDL-C ≤70 mg/dL as the goal for both the secondary prevention group and those in the elevated 10-year risk group with >20% risk; LDL-C ≤100 mg/dL was used for the other groups. Among those in patient-management groups, 27.3% were in the secondary prevention group, 7.4% were in the severe hypercholesterolemia group, 29.9% were in the diabetes mellitus group, and 35.4% were in the elevated 10-year risk group. About 74% of those in patient-management groups had above-goal LDL-C levels, whereas only 31% had evidence of a lipid-lowering therapy in the past 6 months: 45% in the secondary prevention group, 31% in the severe hypercholesterolemia group, 36% in the diabetes mellitus group, and 17% in the elevated 10-year risk group. Conclusions The substantial gaps in LDL-C treatment and goal attainment among members of an employer-sponsored medical plan who were mostly aware of their LDL-C levels indicate the need for gap-closure initiatives.


Asunto(s)
Anticolesterolemiantes/uso terapéutico , Enfermedades Cardiovasculares/prevención & control , LDL-Colesterol/sangre , Dislipidemias/tratamiento farmacológico , Planes de Asistencia Médica para Empleados , Salud Laboral , Brechas de la Práctica Profesional , Adulto , Anciano , Biomarcadores/sangre , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Estudios Transversales , Regulación hacia Abajo , Dislipidemias/sangre , Dislipidemias/diagnóstico , Dislipidemias/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Prevención Primaria , Medición de Riesgo , Factores de Riesgo , Prevención Secundaria , Índice de Severidad de la Enfermedad , Factores de Tiempo , Resultado del Tratamiento , Estados Unidos/epidemiología
20.
Stroke ; 40(2): 363-8, 2009 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19023099

RESUMEN

BACKGROUND AND PURPOSE: The purpose of this study was to determine whether 74 single nucleotide polymorphisms (SNPs), which had been associated with coronary heart disease, are associated with incident ischemic stroke. METHODS: Based on antecedent studies of coronary heart disease, we prespecified the risk allele for each of the 74 SNPs. We used Cox proportional hazards models that adjusted for traditional risk factors to estimate the associations of these SNPs with incident ischemic stroke during 14 years of follow-up in a population-based study of older adults: the Cardiovascular Health Study (CHS). RESULTS: In white CHS participants, the prespecified risk alleles of 7 of the 74 SNPs (in HPS1, ITGAE, ABCG2, MYH15, FSTL4, CALM1, and BAT2) were nominally associated with increased risk of stroke (one-sided P<0.05, false discovery rate=0.42). In black participants, the prespecified risk alleles of 5 SNPs (in KRT4, LY6G5B, EDG1, DMXL2, and ABCG2) were nominally associated with stroke (one-sided P<0.05, false discovery rate=0.55). The Val12Met SNP in ABCG2 was associated with stroke in both white (hazard ratio, 1.46; 90% CI, 1.05 to 2.03) and black (hazard ratio, 3.59; 90% CI, 1.11 to 11.6) participants of CHS. Kaplan-Meier estimates of the 10-year cumulative incidence of stroke were greater among Val allele homozygotes than among Met allele carriers in both white (10% versus 6%) and black (12% versus 3%) participants of CHS. CONCLUSIONS: The Val12Met SNP in ABCG2 (encoding a transporter of sterols and xenobiotics) was associated with incident ischemic stroke in white and black participants of CHS.


Asunto(s)
Isquemia Encefálica/complicaciones , Isquemia Encefálica/genética , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/genética , Anciano , Alelos , Población Negra , Isquemia Encefálica/epidemiología , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/genética , Enfermedad Coronaria/genética , Etnicidad , Femenino , Frecuencia de los Genes , Variación Genética , Humanos , Estimación de Kaplan-Meier , Masculino , Polimorfismo de Nucleótido Simple , Estudios Prospectivos , Factores de Riesgo , Accidente Cerebrovascular/epidemiología , Estados Unidos/epidemiología , Población Blanca
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