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1.
Eur Heart J ; 44(21): 1927-1939, 2023 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-37038246

RESUMEN

AIMS: Although highly heritable, the genetic etiology of calcific aortic stenosis (AS) remains incompletely understood. The aim of this study was to discover novel genetic contributors to AS and to integrate functional, expression, and cross-phenotype data to identify mechanisms of AS. METHODS AND RESULTS: A genome-wide meta-analysis of 11.6 million variants in 10 cohorts involving 653 867 European ancestry participants (13 765 cases) was performed. Seventeen loci were associated with AS at P ≤ 5 × 10-8, of which 15 replicated in an independent cohort of 90 828 participants (7111 cases), including CELSR2-SORT1, NLRP6, and SMC2. A genetic risk score comprised of the index variants was associated with AS [odds ratio (OR) per standard deviation, 1.31; 95% confidence interval (CI), 1.26-1.35; P = 2.7 × 10-51] and aortic valve calcium (OR per standard deviation, 1.22; 95% CI, 1.08-1.37; P = 1.4 × 10-3), after adjustment for known risk factors. A phenome-wide association study indicated multiple associations with coronary artery disease, apolipoprotein B, and triglycerides. Mendelian randomization supported a causal role for apolipoprotein B-containing lipoprotein particles in AS (OR per g/L of apolipoprotein B, 3.85; 95% CI, 2.90-5.12; P = 2.1 × 10-20) and replicated previous findings of causality for lipoprotein(a) (OR per natural logarithm, 1.20; 95% CI, 1.17-1.23; P = 4.8 × 10-73) and body mass index (OR per kg/m2, 1.07; 95% CI, 1.05-1.9; P = 1.9 × 10-12). Colocalization analyses using the GTEx database identified a role for differential expression of the genes LPA, SORT1, ACTR2, NOTCH4, IL6R, and FADS. CONCLUSION: Dyslipidemia, inflammation, calcification, and adiposity play important roles in the etiology of AS, implicating novel treatments and prevention strategies.


Asunto(s)
Estenosis de la Válvula Aórtica , Dislipidemias , Humanos , Estudio de Asociación del Genoma Completo/métodos , Adiposidad/genética , Predisposición Genética a la Enfermedad , Estenosis de la Válvula Aórtica/genética , Obesidad , Factores de Riesgo , Inflamación , Dislipidemias/complicaciones , Dislipidemias/genética , Apolipoproteínas/genética , Análisis de la Aleatorización Mendeliana , Polimorfismo de Nucleótido Simple/genética
2.
Pharmacogenet Genomics ; 29(8): 192-199, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31461080

RESUMEN

OBJECTIVE: To assess the impact of CYP2C9 variation on phenytoin patient response and clinician prescribing practice where genotype was unknown during treatment. METHODS: A retrospective analysis of Resource on Genetic Epidemiology Research on Adult Health and Aging cohort participants who filled a phenytoin prescription between 1996 and 2017. We used laboratory test results, medication dispensing records, and medical notes to identify associations of CYP2C9 genotype with phenytoin blood concentration, neurologic side effects, and medication dispensing patterns reflecting clinician prescribing practice and patient response. RESULTS: Among 993 participants, we identified 69% extensive, 20% high-intermediate, 10% low-intermediate, and 2% poor metabolizers based on CYP2C9 genotypes. Compared with extensive metabolizer genotype, low-intermediate/poor metabolizer genotype was associated with increased dose-adjusted phenytoin blood concentration [21.3 pg/mL, 95% confidence interval (CI): 13.6-29.0 pg/mL; P < 0.01] and increased risk of neurologic side effects (hazard ratio: 2.40, 95% CI: 1.24-4.64; P < 0.01). Decreased function CYP2C9 genotypes were associated with medication dispensing patterns indicating dose decrease, use of alternative anticonvulsants, and worse adherence, although these associations varied by treatment indication for phenytoin. CONCLUSION: CYP2C9 variation was associated with clinically meaningful differences in clinician prescribing practice and patient response, with potential implications for healthcare utilization and treatment efficacy.


Asunto(s)
Citocromo P-450 CYP2C9/genética , Variantes Farmacogenómicas , Fenitoína/administración & dosificación , Adulto , Anciano , Anciano de 80 o más Años , Prestación Integrada de Atención de Salud , Relación Dosis-Respuesta a Droga , Registros Electrónicos de Salud , Femenino , Humanos , Masculino , Cumplimiento de la Medicación , Persona de Mediana Edad , Pruebas de Farmacogenómica , Fenitoína/farmacocinética , Pautas de la Práctica en Medicina , Estudios Retrospectivos , Resultado del Tratamiento
3.
JAMA Netw Open ; 6(10): e2339723, 2023 10 02.
Artículo en Inglés | MEDLINE | ID: mdl-37878309

RESUMEN

Importance: Prior studies suggested that metformin may be associated with reduced dementia incidence, but associations may be confounded by disease severity and prescribing trends. Cessation of metformin therapy in people with diabetes typically occurs due to signs of kidney dysfunction but sometimes is due to less serious adverse effects associated with metformin. Objective: To investigate the association of terminating metformin treatment for reasons unrelated to kidney dysfunction with dementia incidence. Design, Setting, and Participants: This cohort study was conducted at Kaiser Permanente Northern California, a large integrated health care delivery system, among a cohort of metformin users born prior to 1955 without history of diagnosed kidney disease at metformin initiation. Dementia follow-up began with the implementation of electronic health records in 1996 and continued to 2020. Data were analyzed from November 2021 through September 2023. Exposures: A total of 12 220 early terminators, individuals who stopped metformin with normal estimated glomerular filtration rate (eGFR), were compared with routine metformin users, who had not yet terminated metformin treatment or had terminated (with or without restarting) after their first abnormal eGFR measurement. Early terminators were matched with routine users of the same age and gender who had diabetes for the same duration. Main outcomes and measures: The outcome of interest was all-cause incident dementia. Follow-up for early terminators and their matched routine users was started at age of termination for the early terminator. Survival models adjusted for sociodemographic characteristics and comorbidities at the time of metformin termination (or matched age). Mediation models with HbA1c level and insulin usage 1 and 5 years after termination tested whether changes in blood glucose or insulin usage explained associations between early termination of metformin and dementia incidence. Results: The final analytic sample consisted of 12 220 early terminators (5640 women [46.2%]; mean [SD] age at start of first metformin prescription, 59.4 [9.0] years) and 29 126 routine users (13 582 women [46.6%]; mean [SD] age at start of first metformin prescription, 61.1 [8.9] years). Early terminators had 1.21 times the hazard of dementia diagnosis compared with routine users (hazard ratio, 1.21; 95% CI, 1.12 to 1.30). In mediation analysis, contributions to this association by changes in HbA1c level or insulin use ranged from no contribution (0.00 years; 95% CI, -0.02 to 0.02 years) for insulin use at 5 years after termination to 0.07 years (95% CI, 0.02 to 0.13 years) for HbA1c level at 1 year after termination, suggesting that the association was largely independent of changes in HbA1c level and insulin usage. Conclusions and Relevance: In this study, terminating metformin treatment was associated with increased dementia incidence. This finding may have important implications for clinical treatment of adults with diabetes and provides additional evidence that metformin is associated with reduced dementia risk.


Asunto(s)
Demencia , Diabetes Mellitus , Adulto , Humanos , Femenino , Niño , Estudios de Cohortes , Hemoglobina Glucada , Incidencia , Insulina , Insulina Regular Humana , Muerte , Demencia/epidemiología
4.
Clin Pharmacol Ther ; 112(5): 1070-1078, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-35862449

RESUMEN

Genetic substudies of randomized controlled trials demonstrate that high coronary heart disease (CHD) polygenic risk score modifies statin CHD relative risk reduction; it is unknown if the association extends to statin users undergoing routine care. We sought to determine how statin effectiveness is modified by CHD polygenic risk score in a real-world cohort of participants without previous myocardial infarction. We determined CHD polygenic risk scores in participants of the Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort. Covariate-adjusted Cox regression models were used to compare the risk of cardiovascular outcomes between statin users and matched nonusers. Statin effectiveness on incident myocardial infarction showed no gradient with increasing 10-year Pooled Cohort Equations atherosclerotic cardiovascular disease (ASCVD) risk across low, borderline, intermediate, and high ASCVD risk score groups. In contrast, statin effectiveness by polygenic risk was largest in the high polygenic risk score group (hazard ratio (HR) 0.41, 95% confidence interval (CI), 0.31-0.53; P = 1.5E-11), intermediate in the intermediate polygenic risk score group (HR 0.56, 95% CI, 0.47-0.66; P = 8.4E-12), and smallest in the low polygenic risk score group (HR 0.67, 95% CI, 0.47-0.97; P = 0.03; P for high vs. low = 0.01). ASCVD risk and statin low-density lipoprotein cholesterol (LDL-C) lowering did not differ across polygenic risk score groups. In patients undergoing routine care, CHD polygenic risk modified statin relative risk reduction of incident myocardial infarction independent of LDL-C lowering. Our findings extend prior work by identifying a subset (i.e., self-identified White individuals with low CHD polygenic risk scores) with attenuated clinical benefit from statins.


Asunto(s)
Aterosclerosis , Enfermedad Coronaria , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Infarto del Miocardio , Adulto , Humanos , Aterosclerosis/tratamiento farmacológico , LDL-Colesterol , Enfermedad Coronaria/tratamiento farmacológico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Infarto del Miocardio/epidemiología , Infarto del Miocardio/genética , Infarto del Miocardio/prevención & control , Prevención Primaria , Factores de Riesgo
5.
Cancer Res ; 81(7): 1695-1703, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33293427

RESUMEN

To identify rare variants associated with prostate cancer susceptibility and better characterize the mechanisms and cumulative disease risk associated with common risk variants, we conducted an integrated study of prostate cancer genetic etiology in two cohorts using custom genotyping microarrays, large imputation reference panels, and functional annotation approaches. Specifically, 11,984 men (6,196 prostate cancer cases and 5,788 controls) of European ancestry from Northern California Kaiser Permanente were genotyped and meta-analyzed with 196,269 men of European ancestry (7,917 prostate cancer cases and 188,352 controls) from the UK Biobank. Three novel loci, including two rare variants (European ancestry minor allele frequency < 0.01, at 3p21.31 and 8p12), were significant genome wide in a meta-analysis. Gene-based rare variant tests implicated a known prostate cancer gene (HOXB13), as well as a novel candidate gene (ILDR1), which encodes a receptor highly expressed in prostate tissue and is related to the B7/CD28 family of T-cell immune checkpoint markers. Haplotypic patterns of long-range linkage disequilibrium were observed for rare genetic variants at HOXB13 and other loci, reflecting their evolutionary history. In addition, a polygenic risk score (PRS) of 188 prostate cancer variants was strongly associated with risk (90th vs. 40th-60th percentile OR = 2.62, P = 2.55 × 10-191). Many of the 188 variants exhibited functional signatures of gene expression regulation or transcription factor binding, including a 6-fold difference in log-probability of androgen receptor binding at the variant rs2680708 (17q22). Rare variant and PRS associations, with concomitant functional interpretation of risk mechanisms, can help clarify the full genetic architecture of prostate cancer and other complex traits. SIGNIFICANCE: This study maps the biological relationships between diverse risk factors for prostate cancer, integrating different functional datasets to interpret and model genome-wide data from over 200,000 men with and without prostate cancer.See related commentary by Lachance, p. 1637.


Asunto(s)
Herencia Multifactorial , Neoplasias de la Próstata , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Genómica , Humanos , Masculino , Polimorfismo de Nucleótido Simple , Neoplasias de la Próstata/genética
6.
Sex Transm Dis ; 37(1): 53-8, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-19734820

RESUMEN

BACKGROUND: Syphilis rates are rising in California, but the impact of HIV infection on syphilis infection remains uncertain. We describe differences between HIV-infected and HIV-uninfected patients diagnosed with syphilis within Kaiser Permanente Northern California. METHODS: We performed retrospective analyses of patients diagnosed with incident syphilis from 1995 to 2005 (622 cases/9989 HIV-infected patients and 3584/4,442,780 HIV-uninfected). Among cases, we ascertained demographic, clinical characteristics, and laboratory (including baseline labs and repeated RPR titers) data. We performed Poisson regression (incidence) and Cox proportional hazard modeling (reduction in RPR and serologic failure after syphilis therapy) adjusting for age, gender, and HIV status and among HIV-infected cases only by use of antiretroviral therapy (ART). RESULTS: HIV-infected patients had incident syphilis rates of 62.3/1000 person-years compared with 0.8/1000 HIV-uninfected patients, corresponding to an adjusted rate ratio of 86.0 (P <0.001); rate differences increased significantly over time. HIV-infected patients had a greater likelihood of reduction in RPR and serologic failure after syphilis therapy (HR = 2.5 and 2.6 respectively [P <0.001 both]). Among HIV-infected only, patients on ART had lower rates of infection but higher likelihood of reduction in RPR after syphilis therapy and serologic failure compared with patients not on ART. CONCLUSIONS: HIV-infected patients had greater rate of incident syphilis compared with HIV-uninfected, a disparity which increased over time. HIV-infected patients had greater likelihood of decline in RPR and serologic failure. HIV-infected patients should be screened for syphilis regularly.


Asunto(s)
Fármacos Anti-VIH , Terapia Antirretroviral Altamente Activa , Infecciones por VIH/epidemiología , Infecciones por VIH/terapia , Sífilis/epidemiología , Adulto , California/epidemiología , Comorbilidad , Femenino , Disparidades en el Estado de Salud , Humanos , Incidencia , Funciones de Verosimilitud , Masculino , Persona de Mediana Edad , Análisis de Regresión , Estudios Retrospectivos , Sífilis/terapia , Insuficiencia del Tratamiento
7.
Clin Transl Sci ; 13(5): 1004-1009, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32216088

RESUMEN

The role of cytochrome P450 (CYP)2C9 and CYP2C19 genetic variation in risk for phenytoin-induced cutaneous adverse drug events is not well understood independently of the human leukocyte antigen B (HLA-B)*15:02 risk allele. In the multi-ethnic resource for Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort, we identified 382 participants who filled a phenytoin prescription between 2005 and 2017. These participants included 21 people (5%) who self-identified as Asian, 18 (5%) as black, 29 (8%) as white Hispanic, and 308 (81%) as white non-Hispanic. We identified 264 (69%) CYP2C9*1/*1, 77 (20%) CYP2C9*1/*2, and 29 (8%) CYP2C9*1/*3. We also determined CYP2C19 genotypes, including 112 with the increased activity CYP2C19*17 allele. Using electronic clinical notes, we identified 32 participants (8%) with phenytoin-induced cutaneous adverse events recorded within 100 days of first phenytoin dispensing. Adjusting for age, sex, daily dose, and race/ethnicity, participants with CYP2C9*1/*3 or CYP2C9*2/*2 genotypes were more likely to develop cutaneous adverse events compared with CYP2C9*1/*1 participants (odds ratio 4.47; 95% confidence interval 1.64-11.69; P < 0.01). Among participants with low-intermediate and poor CYP2C9 metabolizer genotypes, eight (22%) who also had extensive and rapid CYP2C19 metabolizer genotypes experienced cutaneous adverse events, compared with none of those who also had intermediate CYP2C19 metabolizer genotypes (P = 0.17). Genetic variation reducing CYP2C9 metabolic activity may increase risk for phenytoin-induced cutaneous adverse events in the absence of the HLA-B*15:02 risk allele.


Asunto(s)
Citocromo P-450 CYP2C19/genética , Citocromo P-450 CYP2C9/genética , Erupciones por Medicamentos/genética , Fenitoína/efectos adversos , Anciano , Anciano de 80 o más Años , Alelos , Citocromo P-450 CYP2C19/metabolismo , Citocromo P-450 CYP2C9/metabolismo , Erupciones por Medicamentos/epidemiología , Erupciones por Medicamentos/inmunología , Femenino , Predisposición Genética a la Enfermedad , Antígeno HLA-B15/genética , Humanos , Masculino , Persona de Mediana Edad , Epidemiología Molecular , Pruebas de Farmacogenómica , Variantes Farmacogenómicas , Fenitoína/farmacocinética , Estudios Retrospectivos , Medición de Riesgo/estadística & datos numéricos , Factores de Riesgo
8.
NPJ Genom Med ; 5: 1, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31969989

RESUMEN

In pharmacogenomic studies of quantitative change, any association between genetic variants and the pretreatment (baseline) measurement can bias the estimate of effect between those variants and drug response. A putative solution is to adjust for baseline. We conducted a series of genome-wide association studies (GWASs) for low-density lipoprotein cholesterol (LDL-C) response to statin therapy in 34,874 participants of the Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort as a case study to investigate the impact of baseline adjustment on results generated from pharmacogenomic studies of quantitative change. Across phenotypes of statin-induced LDL-C change, baseline adjustment identified variants from six loci meeting genome-wide significance (SORT/CELSR2/PSRC1, LPA, SLCO1B1, APOE, APOB, and SMARCA4/LDLR). In contrast, baseline-unadjusted analyses yielded variants from three loci meeting the criteria for genome-wide significance (LPA, APOE, and SLCO1B1). A genome-wide heterogeneity test of baseline versus statin on-treatment LDL-C levels was performed as the definitive test for the true effect of genetic variants on statin-induced LDL-C change. These findings were generally consistent with the models not adjusting for baseline signifying that genome-wide significant hits generated only from baseline-adjusted analyses (SORT/CELSR2/PSRC1, APOB, SMARCA4/LDLR) were likely biased. We then comprehensively reviewed published GWASs of drug-induced quantitative change and discovered that more than half (59%) inappropriately adjusted for baseline. Altogether, we demonstrate that (1) baseline adjustment introduces bias in pharmacogenomic studies of quantitative change and (2) this erroneous methodology is highly prevalent. We conclude that it is critical to avoid this common statistical approach in future pharmacogenomic studies of quantitative change.

9.
Circ Genom Precis Med ; 13(4): e002804, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32605384

RESUMEN

BACKGROUND: Left ventricular ejection fraction (EF) is an indicator of cardiac function, usually assessed in individuals with heart failure and other cardiac conditions. Although family studies indicate that EF has an important genetic component with heritability estimates up to 0.61, to date only 6 EF-associated loci have been reported. METHODS: Here, we conducted a genome-wide association study (GWAS) of EF in 26 638 adults from the Genetic Epidemiology Research on Adult Health and Aging and the UK Biobank cohorts. RESULTS: A meta-analysis combining results from Genetic Epidemiology Research on Adult Health and Aging and UK Biobank identified a novel locus: TMEM40 on chromosome 3p25 (rs11719526; ß=0.47 and P=3.10×10-8) that replicated in Biobank Japan and confirmed recent findings implicating the BAG3 locus on chromosome 10q26 in EF variation, with the strongest association observed for rs17617337 (ß=-0.83 and P=8.24×10-17). Although the minor allele frequencies of TMEM40 rs11719526 were generally common (between 0.13 and 0.44) in different ethnic groups, BAG3 rs17617337 was rare (minor allele frequencies<0.05) in Asian and African ancestry populations. These associations were slightly attenuated, after considering antecedent cardiac conditions (ie, heart failure/cardiomyopathy, hypertension, myocardial infarction, atrial fibrillation, valvular disease, and revascularization procedures). This suggests that the effects of the lead variants at TMEM40 or BAG3 on EF are largely independent of these conditions. CONCLUSIONS: In this large and multiethnic study, we identified 2 loci, TMEM40 and BAG3, associated with EF at a genome-wide significance level. Identifying and understanding the genetic determinants of EF is important to better understand the pathophysiology of this strong correlate of cardiac outcomes and to help target the development of future therapies.


Asunto(s)
Estudio de Asociación del Genoma Completo , Función Ventricular Izquierda/genética , Proteínas Adaptadoras Transductoras de Señales/genética , Anciano , Proteínas Reguladoras de la Apoptosis/genética , Pueblo Asiatico/genética , Población Negra/genética , Femenino , Frecuencia de los Genes , Sitios Genéticos , Variación Genética , Insuficiencia Cardíaca/genética , Humanos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Carácter Cuantitativo Heredable , Población Blanca/genética
10.
JAMA Cardiol ; 5(6): 694-702, 2020 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-32186652

RESUMEN

Importance: Aortic stenosis (AS) has no approved medical treatment. Identifying etiological pathways for AS could identify pharmacological targets. Objective: To identify novel genetic loci and pathways associated with AS. Design, Setting, and Participants: This genome-wide association study used a case-control design to evaluate 44 703 participants (3469 cases of AS) of self-reported European ancestry from the Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort (from January 1, 1996, to December 31, 2015). Replication was performed in 7 other cohorts totaling 256 926 participants (5926 cases of AS), with additional analyses performed in 6942 participants from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium. Follow-up biomarker analyses with aortic valve calcium (AVC) were also performed. Data were analyzed from May 1, 2017, to December 5, 2019. Exposures: Genetic variants (615 643 variants) and polyunsaturated fatty acids (ω-6 and ω-3) measured in blood samples. Main Outcomes and Measures: Aortic stenosis and aortic valve replacement defined by electronic health records, surgical records, or echocardiography and the presence of AVC measured by computed tomography. Results: The mean (SD) age of the 44 703 GERA participants was 69.7 (8.4) years, and 22 019 (49.3%) were men. The rs174547 variant at the FADS1/2 locus was associated with AS (odds ratio [OR] per C allele, 0.88; 95% CI, 0.83-0.93; P = 3.0 × 10-6), with genome-wide significance after meta-analysis with 7 replication cohorts totaling 312 118 individuals (9395 cases of AS) (OR, 0.91; 95% CI, 0.88-0.94; P = 2.5 × 10-8). A consistent association with AVC was also observed (OR, 0.91; 95% CI, 0.83-0.99; P = .03). A higher ratio of arachidonic acid to linoleic acid was associated with AVC (OR per SD of the natural logarithm, 1.19; 95% CI, 1.09-1.30; P = 6.6 × 10-5). In mendelian randomization, increased FADS1 liver expression and arachidonic acid were associated with AS (OR per unit of normalized expression, 1.31 [95% CI, 1.17-1.48; P = 7.4 × 10-6]; OR per 5-percentage point increase in arachidonic acid for AVC, 1.23 [95% CI, 1.01-1.49; P = .04]; OR per 5-percentage point increase in arachidonic acid for AS, 1.08 [95% CI, 1.04-1.13; P = 4.1 × 10-4]). Conclusions and Relevance: Variation at the FADS1/2 locus was associated with AS and AVC. Findings from biomarker measurements and mendelian randomization appear to link ω-6 fatty acid biosynthesis to AS, which may represent a therapeutic target.


Asunto(s)
Estenosis de la Válvula Aórtica/genética , ADN/genética , Ácido Graso Desaturasas/genética , Ácidos Grasos Insaturados/genética , Predisposición Genética a la Enfermedad , Polimorfismo de Nucleótido Simple , Anciano , Alelos , Estenosis de la Válvula Aórtica/metabolismo , Estudios de Casos y Controles , delta-5 Desaturasa de Ácido Graso , Ácido Graso Desaturasas/metabolismo , Ácidos Grasos Insaturados/metabolismo , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Masculino
11.
Environ Epidemiol ; 3(3): e049, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33778338

RESUMEN

BACKGROUND: Telomere length (TL) may serve as a biologic marker of aging. We examined neighborhood and individual-level socioeconomic status (SES) in relation to TL. METHODS: The study included 84,996 non-Hispanic white subjects from the Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort, part of the Research Program on Genes, Environment and Health. Relative TL (T/S) was log2 transformed to improve normality and standardized to have mean 0 and variance 1. Neighborhood SES was measured using the Neighborhood Deprivation Index (NDI), and individual SES was measured by self-reported education level. We fit linear regression models of TL on age, sex, smoking, body mass index, comorbidities, NDI, and education level. We tested for differences in the associations by sex and nonlinearity in the association of NDI with TL. RESULTS: Each SD increase in NDI was associated with a decrease of 0.0192 in standardized TL, 95% confidence interval (CI) = -0.0306, -0.0078. There was no evidence of nonlinearity in the association of NDI with TL. We further found that less than high school education was associated with a decrease of 0.1371 in standardized TL, 95% CI = -0.1919, -0.0823 as compared to a college education. There were no differences in the associations by sex. CONCLUSIONS: We found evidence that both lower neighborhood SES and lower individual-level SES are associated with shorter TL among non-Hispanic whites. Our findings suggest that socioeconomic factors may influence aging by contributing to shorter TL.

12.
Nat Genet ; 50(3): 401-413, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29507422

RESUMEN

A genome-wide association study (GWAS) of 94,674 ancestrally diverse Kaiser Permanente members using 478,866 longitudinal electronic health record (EHR)-derived measurements for untreated serum lipid levels empowered multiple new findings: 121 new SNP associations (46 primary, 15 conditional, and 60 in meta-analysis with Global Lipids Genetic Consortium data); an increase of 33-42% in variance explained with multiple measurements; sex differences in genetic impact (greater impact in females for LDL, HDL, and total cholesterol and the opposite for triglycerides); differences in variance explained among non-Hispanic whites, Latinos, African Americans, and East Asians; genetic dominance and epistatic interaction, with strong evidence for both at the ABO and FUT2 genes for LDL; and tissue-specific enrichment of GWAS-associated SNPs among liver, adipose, and pancreas eQTLs. Using EHR pharmacy data, both LDL and triglyceride genetic risk scores (477 SNPs) were strongly predictive of age at initiation of lipid-lowering treatment. These findings highlight the value of longitudinal EHRs for identifying new genetic features of cholesterol and lipoprotein metabolism with implications for lipid treatment and risk of coronary heart disease.


Asunto(s)
Registros Electrónicos de Salud , Estudio de Asociación del Genoma Completo/métodos , Metabolismo de los Lípidos/genética , Lípidos/sangre , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Adulto , Anciano , Estudios de Cohortes , Bases de Datos Genéticas , Registros Electrónicos de Salud/estadística & datos numéricos , Etnicidad/genética , Etnicidad/estadística & datos numéricos , Femenino , Frecuencia de los Genes , Ligamiento Genético , Humanos , Desequilibrio de Ligamiento , Lípidos/análisis , Estudios Longitudinales , Masculino , Persona de Mediana Edad
13.
JAMA Cardiol ; 3(1): 18-23, 2018 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-29128868

RESUMEN

Importance: Elevated lipoprotein(a) levels are a risk factor for aortic stenosis (AS). However, a large-scale replication of associations between LPA variants and AS, their interactions with risk factors, and the effect of multiple risk alleles is not well established. Objective: To replicate the association between LPA variants with AS and identify subgroups who are at higher risk of developing AS. Design, Setting, and Participants: This case-control study of AS included 44 703 individuals (3469 cases) 55 years or older who were enrolled in the Genetic Epidemiology Research on Aging cohort and who were members of the Kaiser Permanente Northern California health care delivery system. The study leveraged the linkage of administrative health data, electronic medical records, genotypes, and self-reported questionnaire data. The 3469 AS cases were diagnosed between January 1996 and December 2015. Individuals with congential valvular heart disease were excluded. Exposures: Two single-nucleotide polymorphisms in the LPA locus, rs10455872 and rs3798220, that are known to associate with circulating plasma lipoprotein(a) levels and an LPA risk score. Main Outcomes and Measures: Aortic stenosis or aortic valve replacement. Results: The 44 703 participants were of European ancestry,of whom 22 019 (49.3%) were men. The mean (SD) age for the control group was 69.3 (8.3) years and the mean (SD) age for AS cases was 74.6 (8.5) years. Both LPA variants were associated with AS, with a per risk allele odds ratio of 1.34 (95% CI, 1.23-1.47; P = 1.7 × 10-10) for rs10455872 and 1.31 (95% CI, 1.09-1.58; P = 3.6 × 10-3) for rs3798220 after adjusting for age, age2, and sex. The results remained significant after adjusting for risk factors. The estimates were similar for an LPA risk score. Individuals with 2 risk alleles had a 2-fold or greater odds of AS compared with individuals with no risk alleles (for rs10455872, homozygous odds ratio, 2.05; 95% CI, 1.37-3.07; P = 5.3 × 10-4; for rs3798220, homozygous odds ratio, 3.74; 95% CI, 1.03-13.62; P = .05; and for compound heterygotes, odds ratio, 2.00; 95% CI, 1.17-3.44; P = .01). For rs10455872, the odds ratio for AS was greatest in individuals aged 55 to 64 years and declined with age (interaction P = .03). Each rs10455872 risk allele was also associated with AS that was diagnosed 0.71 years earlier (95% CI, -1.42 to 0; P = .05). Conclusions and Relevance: We provide a large-scale confirmation of the association between 2 LPA variants and AS, reaching genome-wide significance. In addition, individuals with 2 risk alleles have 2-fold or greater odds of developing AS. Age may modify these associations and identify subgroups who are at greater risk of developing AS.


Asunto(s)
Estenosis de la Válvula Aórtica/genética , Lipoproteína(a)/genética , Polimorfismo de Nucleótido Simple/genética , Anciano , Alelos , Estudios de Casos y Controles , Registros Electrónicos de Salud , Femenino , Predisposición Genética a la Enfermedad/genética , Variación Genética/genética , Heterocigoto , Homocigoto , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo
14.
Nat Commun ; 8: 14248, 2017 01 31.
Artículo en Inglés | MEDLINE | ID: mdl-28139693

RESUMEN

Prostate-specific antigen (PSA) levels have been used for detection and surveillance of prostate cancer (PCa). However, factors other than PCa-such as genetics-can impact PSA. Here we present findings from a genome-wide association study (GWAS) of PSA in 28,503 Kaiser Permanente whites and 17,428 men from replication cohorts. We detect 40 genome-wide significant (P<5 × 10-8) single-nucleotide polymorphisms (SNPs): 19 novel, 15 previously identified for PSA (14 of which were also PCa-associated), and 6 previously identified for PCa only. Further analysis incorporating PCa cases suggests that at least half of the 40 SNPs are PSA-associated independent of PCa. The 40 SNPs explain 9.5% of PSA variation in non-Hispanic whites, and the remaining GWAS SNPs explain an additional 31.7%; this percentage is higher in younger men, supporting the genetic basis of PSA levels. These findings provide important information about genetic markers for PSA that may improve PCa screening, thereby reducing over-diagnosis and over-treatment.


Asunto(s)
Biomarcadores de Tumor/genética , Sitios Genéticos , Polimorfismo de Nucleótido Simple , Antígeno Prostático Específico/genética , Neoplasias de la Próstata/genética , Adulto , Anciano , Anciano de 80 o más Años , Alelos , Pueblo Asiatico , Biomarcadores de Tumor/metabolismo , Población Negra , Expresión Génica , Frecuencia de los Genes , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Próstata/metabolismo , Próstata/patología , Antígeno Prostático Específico/metabolismo , Neoplasias de la Próstata/diagnóstico , Neoplasias de la Próstata/etnología , Neoplasias de la Próstata/patología , Población Blanca
15.
Cancer Discov ; 5(8): 878-91, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26034056

RESUMEN

UNLABELLED: A genome-wide association study (GWAS) of prostate cancer in Kaiser Permanente health plan members (7,783 cases, 38,595 controls; 80.3% non-Hispanic white, 4.9% African-American, 7.0% East Asian, and 7.8% Latino) revealed a new independent risk indel rs4646284 at the previously identified locus 6q25.3 that replicated in PEGASUS (N = 7,539) and the Multiethnic Cohort (N = 4,679) with an overall P = 1.0 × 10(-19) (OR, 1.18). Across the 6q25.3 locus, rs4646284 exhibited the strongest association with expression of SLC22A1 (P = 1.3 × 10(-23)) and SLC22A3 (P = 3.2 × 10(-52)). At the known 19q13.33 locus, rs2659124 (P = 1.3 × 10(-13); OR, 1.18) nominally replicated in PEGASUS. A risk score of 105 known risk SNPs was strongly associated with prostate cancer (P < 1.0 × 10(-8)). Comparing the highest to lowest risk score deciles, the OR was 6.22 for non-Hispanic whites, 5.82 for Latinos, 3.77 for African-Americans, and 3.38 for East Asians. In non-Hispanic whites, the 105 risk SNPs explained approximately 7.6% of disease heritability. The entire GWAS array explained approximately 33.4% of heritability, with a 4.3-fold enrichment within DNaseI hypersensitivity sites (P = 0.004). SIGNIFICANCE: Taken together, our findings of independent risk variants, ethnic variation in existing SNP replication, and remaining unexplained heritability have important implications for further clarifying the genetic risk of prostate cancer. Our findings also suggest that there may be much promise in evaluating understudied variation, such as indels and ethnically diverse populations.


Asunto(s)
Estudio de Asociación del Genoma Completo , Neoplasias de la Próstata/epidemiología , Neoplasias de la Próstata/genética , Adulto , Anciano , Alelos , Biomarcadores de Tumor , Estudios de Casos y Controles , Etnicidad/genética , Predisposición Genética a la Enfermedad , Genómica/métodos , Humanos , Mutación INDEL , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Reproducibilidad de los Resultados , Riesgo
16.
Pharmacotherapy ; 31(3): 253-61, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21361735

RESUMEN

STUDY OBJECTIVE: To determine if the concomitant use of nelfinavir and proton pump inhibitors (PPIs) in patients with human immunodeficiency virus (HIV) infection results in the loss of virologic control. DESIGN: Retrospective cohort study. DATA SOURCE: Pharmacy, laboratory, and administrative databases of a large integrated health care system in northern California. PATIENTS: A total of 1147 HIV-positive adults who started nelfinavir therapy between November 1, 1998, and June 20, 2003; within this cohort, 141 patients (12.3%) were also prescribed PPIs. MEASUREMENTS AND MAIN RESULTS: The effects on two virologic outcomes--achievement of undetectable HIV viral load and subsequent virologic rebound--were compared between patients receiving nelfinavir alone and those receiving nelfinavir with PPIs. Cox proportional hazards models were used, with adjustments for age, sex, race, HIV risk factors, hepatitis B or C coinfection, and other concurrent drugs known to affect the metabolism of nelfinavir. The use of PPIs had little effect on the ability to achieve an undetectable HIV viral load (adjusted hazard ratio [HR] 0.82, 95% confidence interval [CI] 0.58-1.19, p=0.29), but there was an approximate 50% increased risk of virologic rebound with the concurrent use of PPIs (adjusted HR 1.53, 95% CI 1.06-2.19, p=0.02). Short-term use of PPIs (defined as within 30 days of initial PPI dispensation) was not associated with increased risk of virologic rebound (HR 1.07, 95% CI 0.26-4.41, p=0.93) compared with no use of PPIs. CONCLUSION: Use of PPIs should be minimized or avoided in patients who have attained an undetectable HIV viral load while taking a nelfinavir-based antiretroviral regimen. However, concomitant use of these drugs may be acceptable for indications where PPIs are required for fewer than 30 days.


Asunto(s)
Infecciones por VIH/tratamiento farmacológico , Inhibidores de la Proteasa del VIH/uso terapéutico , VIH-1/efectos de los fármacos , Nelfinavir/uso terapéutico , Inhibidores de la Bomba de Protones/uso terapéutico , Carga Viral , Adulto , Hidrocarburo de Aril Hidroxilasas/antagonistas & inhibidores , Hidrocarburo de Aril Hidroxilasas/metabolismo , Estudios de Cohortes , Citocromo P-450 CYP2C19 , Citocromo P-450 CYP3A/metabolismo , Interacciones Farmacológicas , Femenino , Infecciones por VIH/virología , Inhibidores de la Proteasa del VIH/efectos adversos , VIH-1/inmunología , Humanos , Masculino , Persona de Mediana Edad , Nelfinavir/efectos adversos , Inhibidores de la Bomba de Protones/efectos adversos , Sistema de Registros , Estudios Retrospectivos , Riesgo , Factores de Riesgo , Factores de Tiempo
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