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1.
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
2.
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
3.
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
4.
J Hum Genet ; 56(11): 801-5, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21900944

ABSTRACT

We carried out a genome-wide association study of serum aspartate aminotransferase (AST) activity in 866 Amish participants of the Heredity and Phenotype Intervention Heart Study and identified significant association of AST activity with a cluster of single nucleotide polymorphisms located on chromosome 10q24.1 (peak association was rs17109512; P=2.80E-14), in the vicinity of GOT1, the gene encoding cytosolic AST (cAST). Sequencing of GOT1 revealed an in-frame deletion of three nucleic acids encoding asparagine at position 389 c.1165_1167delAAC (p.Asn389del) in the gene. Deletion carriers had significantly lower AST activity levels compared with homozygotes for the common allele (mean±s.d.: 10.0±2.8 versus 18.8±5.2 U l(-1); P=2.80E-14). Further genotyping of the deletion in other Amish samples (n=1932) identified an additional 20 carriers (minor allele frequency (MAF)=0.0052). The deletion was not detected in 647 outbred Caucasians. Asn at codon 389 is conserved among known mammalian cASTs. In vitro transient transfection of wild-type and mutant cAST indicated that mutant cAST protein was barely detectable in the cells. Furthermore, even after correction for cAST expression, mutant cAST had markedly diminished enzymatic activity. Remarkably, we did not find any association between the deletion and metabolic traits including serum fasting glucose or insulin, fasting and post-meal lipids, inflammatory markers, or sub-clinical markers of cardiovascular disease. In conclusion, we discovered a rare in-frame deletion in GOT1 gene, which inactivates cAST enzyme in the Old Order Amish. This finding will help us to understand structure and function of the enzyme and would be useful for predicting serum AST levels.


Subject(s)
Aspartate Aminotransferase, Cytoplasmic/blood , Aspartate Aminotransferase, Cytoplasmic/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide , Adult , Amino Acid Sequence , Amish/genetics , Base Sequence , Female , Genotype , HEK293 Cells , Humans , Male , Middle Aged , Molecular Sequence Data , Mutation , Sequence Alignment
5.
Nat Commun ; 12(1): 3987, 2021 06 28.
Article in English | MEDLINE | ID: mdl-34183656

ABSTRACT

Here we examine the association between DNA methylation in circulating leukocytes and blood lipids in a multi-ethnic sample of 16,265 subjects. We identify 148, 35, and 4 novel associations among Europeans, African Americans, and Hispanics, respectively, and an additional 186 novel associations through a trans-ethnic meta-analysis. We observe a high concordance in the direction of effects across racial/ethnic groups, a high correlation of effect sizes between high-density lipoprotein and triglycerides, a modest overlap of associations with epigenome-wide association studies of other cardio-metabolic traits, and a largely non-overlap with lipid loci identified to date through genome-wide association studies. Thirty CpGs reached significance in at least 2 racial/ethnic groups including 7 that showed association with the expression of an annotated gene. CpGs annotated to CPT1A showed evidence of being influenced by triglycerides levels. DNA methylation levels of circulating leukocytes show robust and consistent association with blood lipid levels across multiple racial/ethnic groups.


Subject(s)
DNA Methylation/genetics , Leukocytes/cytology , Lipids/blood , Lipoproteins, HDL/blood , Adult , Black or African American , Aged , Carnitine O-Palmitoyltransferase/genetics , CpG Islands/genetics , Epigenesis, Genetic , Epigenome/genetics , Epigenomics , Female , Hispanic or Latino , Humans , Male , Middle Aged , Quantitative Trait Loci/genetics , White People
6.
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
8.
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
9.
Diabetes ; 56(3): 856-62, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17327457

ABSTRACT

Activating transcription factor 6 (ATF6) is located within the region of linkage to type 2 diabetes on chromosome 1q21-q23 and is a key activator of the endoplasmic reticulum stress response. We evaluated 78 single nucleotide polymorphisms (SNPs) spanning >213 kb in 95 people, from which we selected 64 SNPs for evaluation in 191 Caucasian case subjects from Utah and between 165 and 188 control subjects. Six SNPs showed nominal associations with type 2 diabetes (P = 0.001-0.04), including the nonsynonymous SNP rs1058405 (M67V) in exon 3 and rs11579627 in the 3' flanking region. Only rs1159627 remained significant on permutation testing. The associations were not replicated in 353 African-American case subjects and 182 control subjects, nor were ATF6 SNPs associated with altered insulin secretion or insulin sensitivity in nondiabetic Caucasian individuals. No association with type 2 diabetes was found in a subset of 44 SNPs in Caucasian (n = 2,099), Pima Indian (n = 293), and Chinese (n = 287) samples. Allelic expression imbalance was found in transformed lymphocyte cDNA for 3' untranslated region variants, thus suggesting cis-acting regulatory variants. ATF6 does not appear to play a major role in type 2 diabetes, but further work is required to identify the cause of the allelic expression imbalance.


Subject(s)
Activating Transcription Factor 6/genetics , Diabetes Mellitus, Type 2/genetics , Polymorphism, Single Nucleotide/genetics , Prediabetic State/genetics , Black or African American , Arkansas , Asian People , Case-Control Studies , Gene Expression Regulation , Humans , Indians, North American , Linkage Disequilibrium , Utah , White People
10.
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
11.
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
12.
Hum Hered ; 64(4): 214-9, 2007.
Article in English | MEDLINE | ID: mdl-17565224

ABSTRACT

BACKGROUND: Through a genome-wide association study, we discovered an association of the electrocardiographic QT interval with polymorphisms in the NOS1AP (CAPON) gene. The purpose of the current study was to replicate this association in the Old Order Amish. METHODS: Four NOS1AP SNPs were selected that captured all major haplotypes in the region of interest ( approximately 120 kb segment). Genotyping was completed in 763 subjects from the Heredity and Phenotype Intervention (HAPI) Heart Study. Association analyses were performed using a variance components methodology, accounting for relatedness of individuals. RESULTS: Heritability of the QT interval was 0.50 +/- 0.09 (p = 1.9 x 10(-9)). All four SNPs were common with a high degree of correlation between SNPs. Two of the four SNPs (pairwise r(2) = 0.86) were significantly associated with variation in adjusted QT interval (rs1415262, p = 0.02 and rs10494366, p = 0.006, additive models for both). SNP rs10494366 explained 0.9% of QT interval variability, with an average genetic effect of 6.1 ms. Haplotypes that contained the minor allele for rs10494366 were associated with longer QT interval. CONCLUSIONS: This study provides further evidence that NOS1AP variants influence QT interval and further validates the utility of genome-wide association studies, a relatively new approach to gene discovery.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Genetic Linkage , Genome, Human , Heart Conduction System , Polymorphism, Genetic , Adult , Electrocardiography , Ethnicity , Female , Genetic Variation , Genotype , Haplotypes , Humans , Long QT Syndrome/genetics , Male , Middle Aged
13.
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
14.
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
15.
Diabetes ; 54(7): 2245-50, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15983228

ABSTRACT

Adiponectin receptor 1 (ADIPOR1) and adiponectin receptor 2 (ADIPOR2) are newly identified receptors for adiponectin, an adipocytokine with anti-inflammatory and insulin-sensitizing properties. We screened for polymorphisms by performing sequence analysis on all eight exons, splice junctions, and approximately 2 kb of the 5' flanking regions of each receptor. We detected 5 single nucleotide polymorphisms (SNPs) in ADIPOR1 and 16 SNPs in ADIPOR2. We genotyped these SNPs in Amish subjects with type 2 diabetes (n = 137), impaired glucose tolerance (IGT) (n = 139), and normal glucose tolerance (n = 342) to test for association with type 2 diabetes. Three intronic SNPs in ADIPOR1 were significantly associated with type 2 diabetes (P = 0.014-0.007; odds ratio [OR] 1.61-1.65) and in high linkage disequilibrium (r2 = 0.97-1.0). In ADIPOR2, we found that five SNPs delineated one large haplotype block (r2= 0.9-1.0) spanning >98 kb of the gene and promoter region, which was strongly associated with the combined type 2 diabetes/IGT trait (P < or = 0.001; OR 1.64-1.71). To our knowledge, these data provide the first evidence for association between variation in the adiponectin receptors and type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Ethnicity/genetics , Genetic Variation , Receptors, Cell Surface/genetics , Aged , Blood Glucose/metabolism , Exons , Gene Frequency , Genotype , Glucose Intolerance/genetics , Humans , Introns , Linkage Disequilibrium , Middle Aged , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Receptors, Adiponectin , Reference Values , White People/genetics
16.
Diabetes ; 54(1): 268-74, 2005 Jan.
Article in English | MEDLINE | ID: mdl-15616038

ABSTRACT

We performed a genome-wide linkage scan of plasma adiponectin levels in 569 nondiabetic participants in the Amish Family Diabetes Study. The highest logarithm of odds (LOD) score (2.13; P = 0.0009) occurred on chromosome 3q27 between markers D3S1602 and D3S1580, which flank APM1/ACDC, the adiponectin gene. The APM1 +2019 A/- insertion/deletion polymorphism in the 3' untranslated region (single nucleotide polymorphism [SNP] +2019; deletion allele frequency 0.30 in Amish) showed strong association with adiponectin levels in a dosage-dependent manner in a direction consistent with that reported in previous studies, with deletion heterozygosity increasing adiponectin levels by 1.3 +/- 0.5 microg/ml and deletion homozygosity increasing levels by 3.0 +/- 0.8 microg/ml (P < 0.0001). Two other SNPs, rs2241766 and rs1501299, showed moderate association. In a subset of 523 subjects genotyped for both SNP +2019 and rs2241766, including the APM1 SNP +2019 genotype as a covariate reduced the linkage signal at 3q27 by 1.26 LOD units (from 2.22 to 0.96) and including both SNPs reduced the signal by 1.51 LOD units (to 0.71). These findings, combined with a two-point LOD score of 2.35 for SNP +2019, provide evidence that variation in APM1 is responsible for linkage of adiponectin levels to 3q27 in the Old Order Amish.


Subject(s)
Chromosomes, Human, Pair 3 , Genetic Variation , Intercellular Signaling Peptides and Proteins/genetics , Adiponectin , Chromosome Mapping , Genetic Markers , Genotype , Humans , Intercellular Signaling Peptides and Proteins/blood , Polymorphism, Single Nucleotide , Repetitive Sequences, Nucleic Acid
17.
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
19.
Diabetes ; 53(12): 3337-41, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15561969

ABSTRACT

Hepatocyte nuclear factor 4-alpha (HNF4A) is a transcription factor located on chromosome 20q13 that regulates expression of genes involved in glucose metabolism and homeostasis. Recently, two groups independently identified single nucleotide polymorphism (SNPs) in an alternate upstream promoter (P2) of HNF4A that were associated with type 2 diabetes in Ashkenazi Jews and Finns. We genotyped haplotype-tagging SNPs (htSNPs) across the two promoter regions and the coding region of HNF4A in individuals with type 2 diabetes (n = 137), impaired glucose tolerance (IGT) (n = 139), and normal glucose tolerance (n = 342) from the Amish Family Diabetes Study (AFDS) to test for association with type 2 diabetes. In the P1 promoter region, we observed a significant association between the A allele of rs2425640 and type 2 diabetes (odds ratio [OR] 1.60, P = 0.03). Furthermore, the mean age of type 2 diabetes onset was, on average, 5.1 years earlier in those with the AA or GA genotype at SNP rs2425640 than in those with the GG genotype (57.8 vs. 62.9 years, P = 0.011). In the P2 promoter, the htSNP rs1884614 showed borderline association with both type 2 diabetes (OR 1.40, P = 0.09) and the combined type 2 diabetes/IGT trait (1.35, P = 0.07). In an expanded set of 698 nondiabetic AFDS subjects, we found association between rs1884614 and glucose area under the curve during an oral glucose tolerance test (additive model, P = 0.022; dominant model, P = 0.010). The results of this study provide evidence that variants in both the P1 and P2 promoters of HNF4A increase risk for typical type 2 diabetes.


Subject(s)
Chromosomes, Human, Pair 2/genetics , DNA-Binding Proteins/genetics , Diabetes Mellitus, Type 2/genetics , Ethnicity/genetics , Hepatocytes/physiology , Phosphoproteins/genetics , Polymorphism, Single Nucleotide/genetics , Transcription Factors/genetics , Age Factors , Blood Glucose/metabolism , Glucose Tolerance Test , Hepatocyte Nuclear Factor 4 , Humans , Odds Ratio , Promoter Regions, Genetic , United States , White People
20.
Diabetes ; 53(12): 3292-9, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15561962

ABSTRACT

Calsequestrin (CASQ)1 is involved in intracellular storage and release of calcium, a process that has been shown to mediate glucose transport in muscle. Its gene, CASQ1, is encoded on chromosome 1q21, a region that has been linked to type 2 diabetes in the Amish and several other populations. We screened all 11 exons, exon-intron junctions, and the proximal regulatory region of CASQ1 for mutations. We detected four novel single nucleotide polymorphisms (SNPs) (-1470C-->T, -1456delG, -1366insG, and 593C-->T). Ten informative SNPs within CASQ1 were genotyped in Amish subjects with type 2 diabetes (n = 145), impaired glucose tolerance (n = 148), and normal glucose tolerance (n = 358). Rs2275703 and rs617698 in introns 4 and 2 were significantly associated with type 2 diabetes (P = 0.008 and 0.04, respectively); three other SNPs showed borderline evidence for association to type 2 diabetes (P = 0.076-0.093). Furthermore, in nondiabetic subjects (n = 754), both rs2275703 and rs617698 were significantly associated with glucose area under the curve during an oral glucose tolerance test (P = 0.035 and 0.013, respectively). Haplotype analysis suggested that no haplotype could explain these associations better than rs2275703. These findings, coupled with similar findings in Utah Caucasians, suggest that sequence variation in CASQ1 may influence risk of type 2 diabetes.


Subject(s)
Calsequestrin/genetics , Chromosomes, Human, Pair 1 , Diabetes Mellitus, Type 2/genetics , Ethnicity/genetics , Polymorphism, Single Nucleotide/genetics , Chromosome Mapping , Exons , Gene Frequency , Humans , Introns , Polymorphism, Genetic , United States , Utah , White People/genetics
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