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1.
Diabetes Care ; 45(8): 1799-1806, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35763601

ABSTRACT

OBJECTIVE: To implement, disseminate, and evaluate a sustainable method for identifying, diagnosing, and promoting individualized therapy for monogenic diabetes. RESEARCH DESIGN AND METHODS: Patients were recruited into the implementation study through a screening questionnaire completed in the waiting room or through the patient portal, physician recognition, or self-referral. Patients suspected of having monogenic diabetes based on the processing of their questionnaire and other data through an algorithm underwent next-generation sequencing for 40 genes implicated in monogenic diabetes and related conditions. RESULTS: Three hundred thirteen probands with suspected monogenic diabetes (but most diagnosed with type 2 diabetes) were enrolled from October 2014 to January 2019. Sequencing identified 38 individuals with monogenic diabetes, with most variants found in GCK or HNF1A. Positivity rates for ascertainment methods were 3.1% for clinic screening, 5.3% for electronic health record portal screening, 16.5% for physician recognition, and 32.4% for self-referral. The algorithmic criterion of non-type 1 diabetes before age 30 years had an overall positivity rate of 15.0%. CONCLUSIONS: We successfully modeled the efficient incorporation of monogenic diabetes diagnosis into the diabetes care setting, using multiple strategies to screen and identify a subpopulation with a 12.1% prevalence of monogenic diabetes by molecular testing. Self-referral was particularly efficient (32% prevalence), suggesting that educating the lay public in addition to clinicians may be the most effective way to increase the diagnosis rate in monogenic diabetes. Scaling up this model will assure access to diagnosis and customized treatment among those with monogenic diabetes and, more broadly, access to personalized medicine across disease areas.


Subject(s)
Diabetes Mellitus, Type 2 , Adult , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/therapy , Genetic Testing/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Mutation , Precision Medicine , Prevalence
2.
Am J Hum Genet ; 101(6): 888-902, 2017 Dec 07.
Article in English | MEDLINE | ID: mdl-29198723

ABSTRACT

Genome-wide association studies have identified hundreds of genetic variants associated with blood pressure (BP), but sequence variation accounts for a small fraction of the phenotypic variance. Epigenetic changes may alter the expression of genes involved in BP regulation and explain part of the missing heritability. We therefore conducted a two-stage meta-analysis of the cross-sectional associations of systolic and diastolic BP with blood-derived genome-wide DNA methylation measured on the Infinium HumanMethylation450 BeadChip in 17,010 individuals of European, African American, and Hispanic ancestry. Of 31 discovery-stage cytosine-phosphate-guanine (CpG) dinucleotides, 13 replicated after Bonferroni correction (discovery: N = 9,828, p < 1.0 × 10-7; replication: N = 7,182, p < 1.6 × 10-3). The replicated methylation sites are heritable (h2 > 30%) and independent of known BP genetic variants, explaining an additional 1.4% and 2.0% of the interindividual variation in systolic and diastolic BP, respectively. Bidirectional Mendelian randomization among up to 4,513 individuals of European ancestry from 4 cohorts suggested that methylation at cg08035323 (TAF1B-YWHAQ) influences BP, while BP influences methylation at cg00533891 (ZMIZ1), cg00574958 (CPT1A), and cg02711608 (SLC1A5). Gene expression analyses further identified six genes (TSPAN2, SLC7A11, UNC93B1, CPT1A, PTMS, and LPCAT3) with evidence of triangular associations between methylation, gene expression, and BP. Additional integrative Mendelian randomization analyses of gene expression and DNA methylation suggested that the expression of TSPAN2 is a putative mediator of association between DNA methylation at cg23999170 and BP. These findings suggest that heritable DNA methylation plays a role in regulating BP independently of previously known genetic variants.


Subject(s)
Blood Pressure/genetics , DNA Methylation/genetics , Nerve Tissue Proteins/genetics , Tetraspanins/genetics , Aged , CpG Islands/genetics , Cross-Sectional Studies , Epigenesis, Genetic/genetics , Genetic Variation/genetics , Genome-Wide Association Study , Humans , Mendelian Randomization Analysis , Middle Aged , Quantitative Trait Loci/genetics
3.
J Gerontol A Biol Sci Med Sci ; 71(10): 1295-9, 2016 10.
Article in English | MEDLINE | ID: mdl-26896383

ABSTRACT

Although there is compelling evidence for a genetic contribution to longevity, identification of specific genes that robustly associate with longevity has been a challenge. In order to identify longevity-enhancing genes, we measured differential gene expression between offspring of long-lived Amish (older than 90 years; cases, n = 128) and spouses of these offspring (controls, n = 121) and correlated differentially expressed transcripts with locations of longevity-associated variants detected in a prior genome-wide association study (GWAS) of survival to age 90. Expression of one of these transcripts, 3'-phosphoadenosine 5'-phosphosulfate synthase 2 (PAPSS2), was significantly higher in offspring versus controls (4×10(-4)) and this association was replicated using quantitative real-time polymerase chain reaction. PAPSS2, a sulfation enzyme located on chromosome 10, is ~80kb upstream of the PAPSS2 transcription start site. We found evidence of cis-expression for the originally reported GWAS SNP and PAPSS2 Monogenic conditions linked to PAPSS2 include andrenocortical androgen excess resulting in premature pubarche and skeletal dysplasias, both of which have premature aging features. In summary, these findings provide novel evidence for PAPSS2 as a longevity locus and illustrate the value of harnessing multiple "-omic" approaches to identify longevity candidates.


Subject(s)
Amish/genetics , Gene Expression/genetics , Longevity/genetics , Multienzyme Complexes/genetics , Sulfate Adenylyltransferase/genetics , Aged, 80 and over , Case-Control Studies , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Pennsylvania , Polymorphism, Single Nucleotide
4.
N Engl J Med ; 370(24): 2307-2315, 2014 Jun 12.
Article in English | MEDLINE | ID: mdl-24848981

ABSTRACT

BACKGROUND: Lipolysis regulates energy homeostasis through the hydrolysis of intracellular triglycerides and the release of fatty acids for use as energy substrates or lipid mediators in cellular processes. Genes encoding proteins that regulate energy homeostasis through lipolysis are thus likely to play an important role in determining susceptibility to metabolic disorders. METHODS: We sequenced 12 lipolytic-pathway genes in Old Order Amish participants whose fasting serum triglyceride levels were at the extremes of the distribution and identified a novel 19-bp frameshift deletion in exon 9 of LIPE, encoding hormone-sensitive lipase (HSL), a key enzyme for lipolysis. We genotyped the deletion in DNA from 2738 Amish participants and performed association analyses to determine the effects of the deletion on metabolic traits. We also obtained biopsy specimens of abdominal subcutaneous adipose tissue from 2 study participants who were homozygous for the deletion (DD genotype), 10 who were heterozygous (ID genotype), and 7 who were noncarriers (II genotype) for assessment of adipose histologic characteristics, lipolysis, enzyme activity, cytokine release, and messenger RNA (mRNA) and protein levels. RESULTS: Carriers of the mutation had dyslipidemia, hepatic steatosis, systemic insulin resistance, and diabetes. In adipose tissue from study participants with the DD genotype, the mutation resulted in the absence of HSL protein, small adipocytes, impaired lipolysis, insulin resistance, and inflammation. Transcription factors responsive to peroxisome-proliferator-activated receptor γ (PPAR-γ) and downstream target genes were down-regulated in adipose tissue from participants with the DD genotype, altering the regulation of pathways influencing adipogenesis, insulin sensitivity, and lipid metabolism. CONCLUSIONS: These findings indicate the physiological significance of HSL in adipocyte function and the regulation of systemic lipid and glucose homeostasis and underscore the severe metabolic consequences of impaired lipolysis. (Funded by the National Institutes of Health and others).


Subject(s)
Diabetes Mellitus, Type 2/genetics , Frameshift Mutation , Genetic Predisposition to Disease , Lipolysis/genetics , Sterol Esterase/genetics , Adult , Aged , Amish/genetics , Diabetes Mellitus, Type 2/metabolism , Dyslipidemias/genetics , Dyslipidemias/metabolism , Female , Heterozygote , Humans , Insulin Resistance/genetics , Male , Metabolic Networks and Pathways/genetics , Middle Aged , Pedigree
5.
Circ Cardiovasc Genet ; 6(2): 184-92, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23392654

ABSTRACT

BACKGROUND- Aspirin or dual antiplatelet therapy with aspirin and clopidogrel is a standard therapy for patients who are at increased risk for cardiovascular events. However, the genetic determinants of variable response to aspirin (alone and in combination with clopidogrel) are not known. METHODS AND RESULTS- We measured ex vivo platelet aggregation before and after dual antiplatelet therapy in individuals (n=565) from the Pharmacogenomics of Anti-Platelet Intervention (PAPI) Study and conducted a genome-wide association study of drug response. Significant findings were extended by examining genotype and cardiovascular outcomes in 2 independent aspirin-treated cohorts: 227 percutaneous coronary intervention patients and 1000 patients of the International Verapamil SR/Trandolapril Study (INVEST) Genetic Substudy (INVEST-GENES). Results from the genome-wide association study revealed a strong association between single-nucleotide polymorphisms on chromosome 1q23 and post-dual antiplatelet therapyplatelet aggregation. Further genotyping revealed rs12041331 in the platelet endothelial aggregation receptor-1 (PEAR1) gene to be most strongly associated with dual antiplatelet therapy response (P=7.66×10(-9)). In white and black patients undergoing percutaneous coronary intervention, A-allele carriers of rs12041331 were more likely to experience a cardiovascular event or death compared with GG homozygotes (hazard ratio, 2.62; 95% confidence interval, 0.96-7.10; P=0.059; and hazard ratio, 3.97; 95% confidence interval, 1.10-14.31; P=0.035, respectively). In aspirin-treated INVEST-GENES patients, rs12041331 A-allele carriers had significantly increased risk of myocardial infarction compared with GG homozygotes (odds ratio, 2.03; 95% confidence interval, 1.01-4.09; P=0.048). CONCLUSION- Common genetic variation in PEAR1 may be a determinant of platelet response and cardiovascular events in patients on aspirin alone or in combination with clopidogrel. Clinical Trial Registration- URL: http://www.clinicaltrials.gov. Unique identifiers: NCT00799396 and NCT00370045.


Subject(s)
Coronary Artery Disease/genetics , Receptors, Cell Surface/genetics , Adult , Aged , Alleles , Chromosomes, Human, Pair 1 , Clopidogrel , Cohort Studies , Coronary Artery Disease/metabolism , Coronary Artery Disease/prevention & control , Female , Genome-Wide Association Study , Genotype , Humans , Male , Middle Aged , Odds Ratio , Platelet Aggregation/drug effects , Platelet Aggregation Inhibitors/pharmacology , Platelet Aggregation Inhibitors/therapeutic use , Polymorphism, Single Nucleotide , Ticlopidine/analogs & derivatives , Ticlopidine/pharmacology , Ticlopidine/therapeutic use
7.
Arch Intern Med ; 170(20): 1850-5, 2010 Nov 08.
Article in English | MEDLINE | ID: mdl-21059979

ABSTRACT

BACKGROUND: Elevated low-density lipoprotein cholesterol (LDL-C) levels are a major cardiovascular disease risk factor. Genetic factors are an important determinant of LDL-C levels. METHODS: To identify single nucleotide polymorphisms associated with LDL-C and subclinical coronary atherosclerosis, we performed a genome-wide association study of LDL-C in 841 asymptomatic Amish individuals aged 20 to 80 years, with replication in a second sample of 663 Amish individuals. We also performed scanning for coronary artery calcification (CAC) in 1018 of these individuals. RESULTS: From the initial genome-wide association study, a cluster of single nucleotide polymorphisms in the region of the apolipoprotein B-100 gene (APOB) was strongly associated with LDL-C levels (P < 10(-68)). Additional genotyping revealed the presence of R3500Q, the mutation responsible for familial defective apolipoprotein B-100, which was also strongly associated with LDL-C in the replication sample (P < 10(-36)). The R3500Q carrier frequency, previously reported to be 0.1% to 0.4% in white European individuals, was 12% in the combined sample of 1504 Amish participants, consistent with a founder effect. The mutation was also strongly associated with CAC in both samples (P < 10(-6) in both) and accounted for 26% and 7% of the variation in LDL-C levels and CAC, respectively. Compared with noncarriers, R3500Q carriers on average had LDL-C levels 58 mg/dL higher, a 4.41-fold higher odds (95% confidence interval, 2.69-7.21) of having detectable CAC, and a 9.28-fold higher odds (2.93-29.35) of having extensive CAC (CAC score ≥400). CONCLUSION: The R3500Q mutation in APOB is a major determinant of LDL-C levels and CAC in the Amish.


Subject(s)
Apolipoprotein B-100/genetics , Calcinosis/genetics , Cholesterol, LDL/blood , Coronary Artery Disease/genetics , DNA/genetics , Mutation , Adult , Aged , Aged, 80 and over , Apolipoprotein B-100/blood , Calcinosis/blood , Calcinosis/ethnology , Coronary Artery Disease/blood , Coronary Artery Disease/ethnology , Denmark/ethnology , Female , Genome-Wide Association Study , Genotype , Humans , Male , Middle Aged , Pennsylvania/epidemiology , Polymorphism, Single Nucleotide , Prevalence , Retrospective Studies , Risk Factors , Young Adult
8.
PLoS One ; 5(9): e13048, 2010 Sep 27.
Article in English | MEDLINE | ID: mdl-20885959

ABSTRACT

BACKGROUND: Telomeres shorten as cells divide. This shortening is compensated by the enzyme telomerase. We evaluated the effect of common variants in the telomerase RNA component (TERC) gene on telomere length (TL) in the population-based Health Aging and Body Composition (Health ABC) Study and in two replication samples (the TwinsUK Study and the Amish Family Osteoporosis Study, AFOS). METHODOLOGY: Five variants were identified in the TERC region by sequence analysis and only one SNP was common (rs2293607, G/A). The frequency of the G allele was 0.26 and 0.07 in white and black, respectively. Testing for association between TL and rs2293607 was performed using linear regression models or variance component analysis conditioning on relatedness among subjects. RESULTS: The adjusted mean TL was significantly shorter in 665 white carriers of the G allele compared to 887 non-carriers from the Health ABC Study (4.69±0.05 kbp vs. 4.86±0.04 kbp, measured by quantitative PCR, p = 0.005). This association was replicated in another white sample from the TwinsUK Study (6.90±0.03 kbp in 301 carriers compared to 7.06±0.03 kbp in 395 non-carriers, measured by Southern blots, p = 0.009). A similar pattern of association was observed in whites from the family-based AFOS and blacks from the Health ABC cohort, although not statistically significant, possibly due to the lower allele frequency in these populations. Combined analysis using 2,953 white subjects from 3 studies showed a significant association between TL and rs2293607 (ß = -0.19±0.04 kbp, p = 0.001). CONCLUSION: Our study shows a significant association between a common variant in TERC and TL in humans, suggesting that TERC may play a role in telomere homeostasis.


Subject(s)
Aging/genetics , Genetic Variation , Osteoporosis/genetics , RNA/genetics , Telomerase/genetics , Telomere/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Aging/metabolism , Body Composition , Cohort Studies , Female , Humans , Male , Middle Aged , Osteoporosis/metabolism , Polymorphism, Single Nucleotide , RNA/metabolism , Telomerase/metabolism , Telomere/genetics , Twins/genetics , Twins/metabolism , White People/genetics , Young Adult
9.
J Appl Physiol (1985) ; 108(3): 498-506, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19850727

ABSTRACT

Perilipins are lipid droplet-coating proteins that regulate intracellular lipolysis in adipocytes. A haplotype of two perilipin gene (PLIN) single nucleotide polymorphisms, 13041A>G and 14995A>T, has been previously associated with obesity risk. Furthermore, the available data indicate that this association may be modified by sex. We hypothesized that this haplotype would associate with body fatness, aerobic fitness, and a number of cardiovascular (CV) risk factor phenotypes before and after a 6-mo endurance exercise training program in sedentary older Caucasians. The major haplotype group (13041A/14995A; n = 57) had significantly lower body mass index (BMI) and body fatness compared with noncarriers of the AA haplotype (n = 44) before the training intervention. Training improved body composition in both groups, but fatness remained higher in noncarriers than AA carriers after training. This fat retention in noncarriers blunted their maximal oxygen uptake (Vo(2 max)) adaptation to training. Female noncarriers had substantially higher concentrations of several conventionally and NMR-measured HDL-C subfractions than male noncarriers before and after training, but only minimal differences were found between the sexes in the AA haplotype group. Haplotype group differences in baseline and after-training responses to an oral glucose tolerance test (OGTT) also differed by sex, as noncarrier men had the highest baseline area under the insulin curve (insulin AUC), but were the only group to significantly improve insulin AUC with training. The insulin sensitivity index and plasma glucose responses to the OGTT were more favorable in AA carriers than noncarriers before and after training. Overall, our findings suggest that PLIN variation explains some of the interindividual differences in the response of obesity and CV phenotypes to exercise training. Furthermore, these data contribute to the growing understanding of PLIN as a candidate gene for human obesity and the cardiometabolic consequences of excess adiposity.


Subject(s)
Adiposity/genetics , Blood Glucose/metabolism , Cardiovascular Diseases/genetics , Cholesterol, HDL/blood , Oxygen Consumption/genetics , Phosphoproteins/genetics , Physical Endurance/genetics , White People/genetics , Adaptation, Physiological/genetics , Adiposity/ethnology , Age Factors , Aged , Biomarkers/blood , Body Mass Index , Cardiovascular Diseases/blood , Cardiovascular Diseases/ethnology , Cardiovascular Diseases/prevention & control , Carrier Proteins , Chi-Square Distribution , Female , Gene Frequency , Glucose Tolerance Test , Haplotypes , Humans , Insulin/blood , Male , Middle Aged , Obesity/complications , Obesity/ethnology , Obesity/genetics , Perilipin-1 , Phenotype , Polymorphism, Single Nucleotide , Risk Factors , Sex Factors , Triglycerides/blood
10.
JAMA ; 302(8): 849-57, 2009 Aug 26.
Article in English | MEDLINE | ID: mdl-19706858

ABSTRACT

CONTEXT: Clopidogrel therapy improves cardiovascular outcomes in patients with acute coronary syndromes and following percutaneous coronary intervention by inhibiting adenosine diphosphate (ADP)-dependent platelet activation. However, nonresponsiveness is widely recognized and is related to recurrent ischemic events. OBJECTIVE: To identify gene variants that influence clopidogrel response. DESIGN, SETTING, AND PARTICIPANTS: In the Pharmacogenomics of Antiplatelet Intervention (PAPI) Study (2006-2008), we administered clopidogrel for 7 days to 429 healthy Amish persons and measured response by ex vivo platelet aggregometry. A genome-wide association study was performed followed by genotyping the loss-of-function cytochrome P450 (CYP) 2C19*2 variant (rs4244285). Findings in the PAPI Study were extended by examining the relation of CYP2C19*2 genotype to platelet function and cardiovascular outcomes in an independent sample of 227 patients undergoing percutaneous coronary intervention. MAIN OUTCOME MEASURE: ADP-stimulated platelet aggregation in response to clopidogrel treatment and cardiovascular events. RESULTS: Platelet response to clopidogrel was highly heritable (h(2) = 0.73; P < .001). Thirteen single-nucleotide polymorphisms on chromosome 10q24 within the CYP2C18-CYP2C19-CYP2C9-CYP2C8 cluster were associated with diminished clopidogrel response, with a high degree of statistical significance (P = 1.5 x 10(-13) for rs12777823, additive model). The rs12777823 polymorphism was in strong linkage disequilibrium with the CYP2C19*2 variant, and was associated with diminished clopidogrel response, accounting for 12% of the variation in platelet aggregation to ADP (P = 4.3 x 10(-11)). The relation between CYP2C19*2 genotype and platelet aggregation was replicated in clopidogrel-treated patients undergoing coronary intervention (P = .02). Furthermore, patients with the CYP2C19*2 variant were more likely (20.9% vs 10.0%) to have a cardiovascular ischemic event or death during 1 year of follow-up (hazard ratio, 2.42; 95% confidence interval, 1.18-4.99; P = .02). CONCLUSION: CYP2C19*2 genotype was associated with diminished platelet response to clopidogrel treatment and poorer cardiovascular outcomes.


Subject(s)
Aryl Hydrocarbon Hydroxylases/genetics , Coronary Artery Disease/genetics , Genome-Wide Association Study , Platelet Aggregation Inhibitors/pharmacology , Platelet Aggregation/genetics , Polymorphism, Single Nucleotide , Ticlopidine/analogs & derivatives , Adult , Aged , Angioplasty, Balloon, Coronary , Chromosomes, Human, Pair 10 , Clinical Trials as Topic , Clopidogrel , Coronary Artery Disease/therapy , Cytochrome P-450 CYP2C19 , Ethnicity/genetics , Female , Genotype , Humans , Male , Middle Aged , Pharmacogenetics , Platelet Aggregation/drug effects , Platelet Aggregation Inhibitors/therapeutic use , Ticlopidine/pharmacology , Ticlopidine/therapeutic use , Treatment Outcome
11.
Hum Genet ; 126(4): 567-74, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19526250

ABSTRACT

Postprandial triglyceridemia is an emerging risk factor for cardiovascular disease. However, most of the genes that influence postprandial triglyceridemia are not known. We evaluated whether a common nonsynonymous SNP rs1260326/P446L in the glucokinase regulatory protein (GCKR) gene influenced variation in the postprandial lipid response after a high-fat challenge in seven hundred and seventy participants in the Amish HAPI Heart Study who underwent an oral high-fat challenge and had blood samples taken in the fasting state and during the postprandial phase at 1, 2, 3, 4, and 6 h. We found that the minor T allele at rs1260326 was associated with significantly higher fasting TG levels after adjusting for age, sex, and family structure (P (a) = 0.06 for additive model, and P (r) = 0.0003 for recessive model). During the fat challenge, the T allele was associated with significantly higher maximum TG level (P (a) = 0.006), incremental maximum TG level (P (a) = 0.006), TG area under the curve (P (a) = 0.02) and incremental TG area under the curve (P (a) = 0.03). Our data indicate that the rs1260326 T allele of GCKR is associated with both higher fasting levels of TG as well as the postprandial TG response, which may result in higher atherogenic risk.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Dietary Fats/administration & dosage , Glucokinase/genetics , Lipids/analysis , Polymorphism, Single Nucleotide/genetics , Postprandial Period/genetics , Adult , Fasting , Female , Genotype , Humans , Male , Middle Aged , Phenotype , Risk Factors , Triglycerides/metabolism
12.
Science ; 322(5908): 1702-5, 2008 Dec 12.
Article in English | MEDLINE | ID: mdl-19074352

ABSTRACT

Apolipoprotein C-III (apoC-III) inhibits triglyceride hydrolysis and has been implicated in coronary artery disease. Through a genome-wide association study, we have found that about 5% of the Lancaster Amish are heterozygous carriers of a null mutation (R19X) in the gene encoding apoC-III (APOC3) and, as a result, express half the amount of apoC-III present in noncarriers. Mutation carriers compared with noncarriers had lower fasting and postprandial serum triglycerides, higher levels of HDL-cholesterol and lower levels of LDL-cholesterol. Subclinical atherosclerosis, as measured by coronary artery calcification, was less common in carriers than noncarriers, which suggests that lifelong deficiency of apoC-III has a cardioprotective effect.


Subject(s)
Apolipoprotein C-III/genetics , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Coronary Artery Disease/prevention & control , Lipids/blood , Mutation , Triglycerides/blood , Adult , Apolipoprotein C-III/blood , Cholesterol/blood , Christianity , Coronary Artery Disease/genetics , Dietary Fats/administration & dosage , Fasting , Female , Genome-Wide Association Study , Haplotypes , Heterozygote , Humans , Linkage Disequilibrium , Male , Middle Aged , Pedigree , Pennsylvania , Polymorphism, Single Nucleotide , Risk Factors
13.
BMC Med Genet ; 9: 67, 2008 Jul 14.
Article in English | MEDLINE | ID: mdl-18625075

ABSTRACT

BACKGROUND: Systemic blood pressure, influenced by both genetic and environmental factors, is regulated via sympathetic nerve activity. We assessed the role of genetic variation in three subunits of the neuromuscular nicotinic acetylcholine receptor positioned on chromosome 2q, a region showing replicated evidence of linkage to blood pressure. METHODS: We sequenced CHRNA1, CHRND and CHRNG in 24 Amish subjects from the Amish Family Diabetes Study (AFDS) and identified 20 variants. We then performed association analysis of non-redundant variants (n = 12) in the complete AFDS cohort of 1,189 individuals, and followed by genotyping blood pressure-associated variants (n = 5) in a replication sample of 1,759 individuals from the Framingham Heart Study (FHS). RESULTS: The minor allele of a synonymous coding SNP, rs2099489 in CHRNG, was associated with higher systolic blood pressure in both the Amish (p = 0.0009) and FHS populations (p = 0.009) (minor allele frequency = 0.20 in both populations). CONCLUSION: CHRNG is currently thought to be expressed only during fetal development. These findings support the Barker hypothesis, that fetal genotype and intra-uterine environment influence susceptibility to chronic diseases later in life. Additional studies of this variant in other populations, as well as the effect of this variant on acetylcholine receptor expression and function, are needed to further elucidate its potential role in the regulation of blood pressure. This study suggests for the first time in humans, a possible role for genetic variation in the neuromuscular nicotinic acetylcholine receptor, particularly the gamma subunit, in systolic blood pressure regulation.


Subject(s)
Blood Pressure/genetics , Cardiovascular Diseases/genetics , Genetic Predisposition to Disease , Receptors, Cholinergic/genetics , Receptors, Nicotinic/genetics , Adult , Aged , Cardiovascular Diseases/physiopathology , Christianity , Cohort Studies , Female , Genetic Linkage , Genotype , Humans , Male , Middle Aged , Pennsylvania , Polymorphism, Single Nucleotide , Sequence Analysis, DNA , Systole/genetics
14.
Am Heart J ; 155(5): 823-8, 2008 May.
Article in English | MEDLINE | ID: mdl-18440328

ABSTRACT

BACKGROUND: The etiology of cardiovascular disease (CVD) is multifactorial. Efforts to identify genes influencing CVD risk have met with limited success to date, likely because of the small effect sizes of common CVD risk alleles and the presence of gene by gene and gene by environment interactions. METHODS: The HAPI Heart Study was initiated in 2002 to measure the cardiovascular response to 4 short-term interventions affecting cardiovascular risk factors and to identify the genetic and environmental determinants of these responses. The measurements included blood pressure responses to the cold pressor stress test and to a high salt diet, triglyceride excursion in response to a high-fat challenge, and response in platelet aggregation to aspirin therapy. RESULTS: The interventions were carried out in 868 relatively healthy Amish adults from large families. The heritabilities of selected response traits for each intervention ranged from 8% to 38%, suggesting that some of the variation associated with response to each intervention can be attributed to the additive effects of genes. CONCLUSIONS: Identifying these response genes may identify new mechanisms influencing CVD and may lead to individualized preventive strategies and improved early detection of high-risk individuals.


Subject(s)
Aspirin/therapeutic use , Cardiovascular Diseases/genetics , Platelet Aggregation/drug effects , Triglycerides/blood , Adult , Blood Pressure , Female , Genetic Predisposition to Disease , Humans , Male , Phenotype , Risk Factors
15.
Diabetes ; 56(12): 3053-62, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17846126

ABSTRACT

OBJECTIVE: We sought to identify type 2 diabetes susceptibility genes through a genome-wide association scan (GWAS) in the Amish. RESEARCH DESIGN AND METHODS: DNA from 124 type 2 diabetic case subjects and 295 control subjects with normal glucose tolerance were genotyped on the Affymetrix 100K single nucleotide polymorphism (SNP) array. A total of 82,485 SNPs were tested for association with type 2 diabetes. Type 2 diabetes-associated SNPs were further prioritized by the following: 1) associations with 5 oral glucose tolerance test (OGTT) traits in 427 nondiabetic Amish subjects, and 2) in silico replication from three independent 100L SNP GWASs (Framingham Heart Study Caucasians, Pima Indians, and Mexican Americans) and a 500K GWAS in Scandinavians. RESULTS: The strongest association (P = 1.07 x 10(-5)) was for rs2237457, which is located in growth factor receptor-bound protein 10 (Grb10), an adaptor protein that regulate insulin receptor signaling. rs2237457 was also strongly associated with OGTT glucose area under the curve in nondiabetic subjects (P = 0.001). Of the 1,093 SNPs associated with type 2 diabetes at P < 0.01, 67 SNPs demonstrated associations with at least one OGTT trait in nondiabetic individuals; 80 SNPs were nominally associated with type 2 diabetes in one of the three independent 100K GWASs, 3 SNPs (rs2540317 in MFSD9, rs10515353 on chromosome 5, and rs2242400 in BCAT1 were associated with type 2 diabetes in more than one population), and 11 SNPs were nominally associated with type 2 diabetes in Scandinavians. One type 2 diabetes-associated SNP (rs3845971, located in FHIT) showed replication with OGTT traits and also in another population. CONCLUSIONS: Our GWAS of type 2 diabetes identified several gene variants associated with type 2 diabetes, some of which are worthy of further study.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Ethnicity/genetics , Genome, Human , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Adult , Aged , Body Mass Index , Chromosome Mapping , DNA/blood , DNA/genetics , DNA/isolation & purification , Female , GRB10 Adaptor Protein/genetics , Humans , Male , Maryland , Middle Aged , Oligonucleotide Array Sequence Analysis , Overweight/genetics
16.
Proc Natl Acad Sci U S A ; 104(29): 12135-9, 2007 Jul 17.
Article in English | MEDLINE | ID: mdl-17623782

ABSTRACT

Telomere length (TL) is emerging as a biomarker for aging and survival. To evaluate factors influencing this trait, we measured TL in a large homogeneous population, estimated the heritability (h(2)), and tested for parental effects on TL variation. Our sample included 356 men and 551 women, aged 18-92 years, from large Amish families. Mean TL in leukocytes was measured by quantitative PCR (mean: 6,198 +/- 1,696 bp). The h(2) of TL was 0.44 +/- 0.06 (P < 0.001), after adjusting for age, sex, and TL assay batch. As expected, TL was negatively correlated with age (r = -0.40; P < 0.001). There was no significant difference in TL between men and women, consistent with our previous findings that Amish men lived as long as Amish women. There was a stronger and positive correlation and association between TL in the offspring and paternal TL (r = 0.46, P < 0.001; beta = 0.22, P = 0.006) than offspring and maternal TL (r = 0.18, P = 0.04; beta = -0.02, P = 0.4). Furthermore, we observed a positive correlation and association between daughter's TL and paternal lifespan (r = 0.20, P < 0.001; beta = 0.21, P = 0.04), but not between daughter's TL and maternal lifespan (r = -0.01, beta = 0.04; both P = not significant). Our data, which are based on one of the largest family studies of human TL, support a link between TL and aging and lifespan and suggest a strong genetic influence, possibly via an imprinting mechanism, on TL regulation.


Subject(s)
Inheritance Patterns/genetics , Longevity/genetics , Telomere/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
17.
Hum Hered ; 64(2): 107-13, 2007.
Article in English | MEDLINE | ID: mdl-17476110

ABSTRACT

OBJECTIVE: Variants within the scavenger receptor class B type I (SCARB1) receptor gene have been previously associated with lipid levels, especially in women, with some studies reporting the association to be stronger in the presence of diabetes or post-menopausal estrogen use. Based on the reported gender-specific association and modification effect of estrogen on lipid levels according to SCARB1 variants, we explored the relationship between SCARBI single nucleotide polymorphisms (SNPs) and lipid levels in an Amish population to assess sex and age differences. METHODS: Eight SCARB1 SNPs, identified from public databases, were genotyped in 919 subjects. RESULTS: Rs5888 and rs3782287 were in high linkage disequilibrium (LD), with r(2) > 0.8. None of the SNPs were significantly associated with lipid levels in men; however in women, rs5888 (p = 0.04) and rs5891 (p < 0.001) were significantly associated with higher HDL-C levels. Rs5891 had an allele frequency of 3% and predicts a missense mutation (Ile135Val), which may be functional. Moreover, rs3782287 (p = 0.023) and rs5888 (p = 0.003) were significantly associated with higher HDL-C levels in women younger than 50 years but not in women aged 50 years or older (p for interaction between age and rs5888 = 0.045). None of the SNP effects on HDL-C were modified in the presence of diabetes, in either men or women. CONCLUSIONS: SCARB1 SNPs influence HDL-C levels in women, particularly in those less than 50 years old. CONDENSED ABSTRACT: We assessed associations between SCARB1 SNPs and lipid traits in 919 Amish men and women. Two SNPs, rs3782287 and rs5888, were significantly associated with higher HDL-C levels in women younger than 50 years but not in women aged 50 years or older, supporting an interaction between common sequence variants in SCARB1 and estrogen on HDL-C.


Subject(s)
Cholesterol, HDL/genetics , Scavenger Receptors, Class B/genetics , Adult , Age Factors , Cholesterol, HDL/blood , Cohort Studies , Ethnicity/genetics , Female , Gene Frequency , Genotype , Humans , Linkage Disequilibrium , Male , Middle Aged , Pennsylvania , Polymorphism, Single Nucleotide/genetics , Sex Factors
18.
Diabetes ; 55(9): 2541-8, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16936202

ABSTRACT

The gene encoding the transcription factor upstream stimulatory factor (USF)1 influences susceptibility to familial combined hyperlipidemia (FCHL) and triglyceride levels. Phenotypic overlap between FCHL and type 2 diabetes makes USF1 a compelling positional candidate for the widely replicated type 2 diabetes linkage signal on chromosome 1q. We typed 22 variants in the F11R/USF1 region (1 per 3 kb), including those previously implicated in FCHL-susceptibility (or proxies thereof) in 3,726 samples preferentially enriched for 1q linkage. We also examined glucose- and lipid-related continuous traits in an overlapping set of 1,215 subjects of European descent. There was no convincing evidence for association with type 2 diabetes in any of seven case-control comparisons, individually or combined. Family-based association analyses in 832 Pima subjects were similarly negative. At rs3737787 (the variant most strongly associated with FCHL), the combined odds ratio, per copy of the rarer A-allele, was 1.10 (95% CI 0.97-1.24, P = 0.13). In 124 Utah subjects, rs3737787 was significantly associated (P = 0.002) with triglyceride levels, but direction of this association was opposite to previous reports, and there was no corroboration in three other samples. These data exclude USF1 as a major contributor to type 2 diabetes susceptibility and the basis for the chromosome 1q linkage. They reveal only limited evidence for replication of USF1 effects on continuous metabolic traits.


Subject(s)
Chromosomes, Human, Pair 1/genetics , Diabetes Mellitus, Type 2/genetics , Genetic Linkage , Genetic Predisposition to Disease , Upstream Stimulatory Factors/genetics , Adult , Aged , Case-Control Studies , Diabetes Mellitus, Type 2/ethnology , Ethnicity/genetics , Family Health , Female , Genetic Variation , Humans , Hyperlipidemia, Familial Combined/genetics , Indians, North American/genetics , Male , Middle Aged , Polymorphism, Single Nucleotide , Quantitative Trait, Heritable , White People/genetics
19.
Diabetes ; 55(9): 2654-9, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16936218

ABSTRACT

Transcription factor 7-like 2 (TCF7L2) regulates genes involved in cell proliferation and differentiation. The TCF7L2 gene is located on chromosome 10q25 in a region of replicated linkage to type 2 diabetes. Recently, a microsatellite marker in intron 3 (DG10S478) and five correlated single nucleotide polymorphisms (SNPs) were identified in Icelandic individuals that showed strong association with type 2 diabetes, which was replicated in Danish and European-American cohorts. We genotyped four of the SNPs (rs7901695, rs7903146, rs11196205, and rs12255372) in Amish subjects with type 2 diabetes (n = 137), impaired glucose tolerance (IGT; n = 139), and normal glucose tolerance (NGT; n = 342). We compared genotype frequencies in subjects with type 2 diabetes with those with NGT and found marginal association for rs7901695 (P = 0.05; odds ratio [OR] 1.51); comparison between NGT control subjects and the combined type 2 diabetes/IGT case group showed strong association with rs7901695 and rs7903146 (P = 0.008-0.01; OR 1.53-1.57) and marginal association with rs11196205 and rs12255372 (P = 0.07 and P = 0.04, respectively). In an expanded set of 698 Amish subjects without diabetes, we found no association with insulin and glucose levels during a 3-h oral glucose tolerance test. We also genotyped these SNPs in nondiabetic, non-Amish subjects (n = 48), in whom intravenous glucose tolerance tests were performed, and found an association between rs7901695 and rs7903146 and insulin sensitivity (P = 0.003 and P = 0.005, respectively) and disposition index (P = 0.04 and P = 0.007, respectively). These data provide replicating evidence that variants in TCF7L2 increase the risk for type 2 diabetes and novel evidence that the variants likely influence both insulin secretion and insulin sensitivity.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Ethnicity/genetics , Insulin Resistance/genetics , Insulin/metabolism , TCF Transcription Factors/genetics , TCF Transcription Factors/physiology , Adult , Aged , Blood Glucose/metabolism , Female , Gene Frequency , Humans , Insulin Secretion , Linkage Disequilibrium , Male , Middle Aged , Pennsylvania , Polymorphism, Single Nucleotide , Transcription Factor 7-Like 2 Protein , White People/genetics
20.
Metabolism ; 54(11): 1552-6, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16253648

ABSTRACT

The P12A variant in the peroxisome proliferator-activated receptor gamma (PPARgamma) gene has been intensely studied for association with obesity-related or type-2 diabetes-related traits; however, the results have been somewhat inconsistent in different populations. We genotyped a large cohort of Hispanic and non-Hispanic white individuals from the San Luis Valley Diabetes Study for P12A and another common variant, C161-->T, in the PPARgamma gene to determine if these sites were associated with fasting glucose, insulin, free fatty acid levels, insulin sensitivity, or body fat. There were no statistically significant frequency differences at these two sites between Hispanic and non-Hispanic individuals. No significant association with the metabolic phenotypes was observed for either of the polymorphisms in men; however, in women, significant associations were shown between the C161-->T variant and fasting insulin (P=.008) and the homeostasis model assessment of insulin resistance (HOMA IR; P=.007). After adjusting for age, smoking, fat mass, and skin reflectance, linear regression showed that C161-->T explained 1.5% of the variation in both fasting insulin (P=.031) and HOMA IR (P=.028) whereas P12A contributed only 0.04% (fasting insulin, P=.268) and 0.02% (HOMA IR, P=.418) to the total trait variation. In the San Luis Valley Diabetes Study female patients, C161-->T appears to be a better predictor of fasting insulin levels and insulin resistance than P12A although the effect of this variant is small. These results support the hypothesis that C161-->T is in linkage disequilibrium with unidentified functional variation in PPARgamma or in a linked gene. This could explain some of the inconsistencies in the P12A association studies as the allele frequency and level of linkage disequilibrium of another functional polymorphism in the region could vary in different populations.


Subject(s)
Hispanic or Latino/genetics , Insulin Resistance/ethnology , Insulin Resistance/genetics , PPAR gamma/genetics , White People/genetics , Colorado/epidemiology , Female , Gene Frequency , Humans , Linkage Disequilibrium , Polymorphism, Genetic
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