ABSTRACT
BACKGROUND AND PURPOSE: Carotid plaque is a heritable trait and a strong predictor of vascular events. Several loci have been identified for carotid plaque, however, studies in minority populations are lacking. Within a multi-ethnic cohort, we have identified individuals with extreme total carotid plaque area (TCPA), that is, higher or lower TCPA than expected based on traditional vascular risk factors (age, sex, smoking, diabetes mellitus, hypertension, etc). We hypothesized that these individuals are enriched with genetic variants accounting for the plaque burden that cannot be explained by traditional vascular risk factors. Herein, we sought to identify the genetic basis for TCPA using the multi-ethnic cohort. METHODS: Three hundred forty participants (170 from each extreme group) from 3 race/ethnic groups (53% Hispanic, 29% non-Hispanic Black, and 18% non-Hispanic White) were genotyped using a genome-wide single-nucleotide polymorphism (SNP) array and imputed using 1000Genome data. SNP-based analyses using logistic regression and gene-based analyses using VEGAS2 were performed within each race/ethnic group and then meta-analyzed. Genes with P<0.001 were included in an overrepresentation enrichment pathway analysis using WebGestalt. Promising findings were tested for association with ischemic stroke using the MEGASTROKE Consortium data set. RESULTS: No SNP or gene reached genome-wide significance. In the pathway analysis, GO:0050913 (sensory perception of bitter taste) gene set was significantly enriched (P=4.5×10-6, false discovery rate=0.04), which was confirmed in MEGASTROKE (P=0.01). Within the GO:0050913 gene set, 3 genes were associated with extreme TCPA in our study (P<0.001): TAS2R20, TAS2R50, and ITPR3. In TAS2R50, rs1376251 is the top SNP and has been associated with myocardial infarction by others. In ITPR3, a SNP with high regulatory potential (rs3818527, RegulomeScore=1f), and ITPR3 itself were among the top SNP-based and gene-based results and showed consistent evidence for association in all ethnic groups (P<0.05). CONCLUSIONS: Extreme TCPA analysis identified new candidate genes for carotid plaque in understudied populations.
Subject(s)
Carotid Artery Diseases/genetics , Plaque, Atherosclerotic/genetics , Taste/genetics , Adult , Aged , Black People , Carotid Artery Diseases/epidemiology , Carotid Artery Diseases/physiopathology , Diet , Ethnicity , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Hispanic or Latino , Humans , Male , Metabolic Networks and Pathways , Middle Aged , Phenotype , Plaque, Atherosclerotic/epidemiology , Plaque, Atherosclerotic/physiopathology , Polymorphism, Single Nucleotide/genetics , Risk Factors , United States/epidemiology , White PeopleABSTRACT
BACKGROUND AND PURPOSE: Periventricular white matter hyperintensities (WMH; PVWMH) and deep WMH (DWMH) are regional classifications of WMH and reflect proposed differences in cause. In the first study, to date, we undertook genome-wide association analyses of DWMH and PVWMH to show that these phenotypes have different genetic underpinnings. METHODS: Participants were aged 45 years and older, free of stroke and dementia. We conducted genome-wide association analyses of PVWMH and DWMH in 26,654 participants from CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology), ENIGMA (Enhancing Neuro-Imaging Genetics Through Meta-Analysis), and the UKB (UK Biobank). Regional correlations were investigated using the genome-wide association analyses -pairwise method. Cross-trait genetic correlations between PVWMH, DWMH, stroke, and dementia were estimated using LDSC. RESULTS: In the discovery and replication analysis, for PVWMH only, we found associations on chromosomes 2 (NBEAL), 10q23.1 (TSPAN14/FAM231A), and 10q24.33 (SH3PXD2A). In the much larger combined meta-analysis of all cohorts, we identified ten significant regions for PVWMH: chromosomes 2 (3 regions), 6, 7, 10 (2 regions), 13, 16, and 17q23.1. New loci of interest include 7q36.1 (NOS3) and 16q24.2. In both the discovery/replication and combined analysis, we found genome-wide significant associations for the 17q25.1 locus for both DWMH and PVWMH. Using gene-based association analysis, 19 genes across all regions were identified for PVWMH only, including the new genes: CALCRL (2q32.1), KLHL24 (3q27.1), VCAN (5q27.1), and POLR2F (22q13.1). Thirteen genes in the 17q25.1 locus were significant for both phenotypes. More extensive genetic correlations were observed for PVWMH with small vessel ischemic stroke. There were no associations with dementia for either phenotype. CONCLUSIONS: Our study confirms these phenotypes have distinct and also shared genetic architectures. Genetic analyses indicated PVWMH was more associated with ischemic stroke whilst DWMH loci were implicated in vascular, astrocyte, and neuronal function. Our study confirms these phenotypes are distinct neuroimaging classifications and identifies new candidate genes associated with PVWMH only.
Subject(s)
Brain/pathology , Cerebral Small Vessel Diseases/genetics , Cerebral Small Vessel Diseases/pathology , Genetic Predisposition to Disease/genetics , White Matter/pathology , Aged , Brain/diagnostic imaging , Cerebral Small Vessel Diseases/diagnostic imaging , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , White Matter/diagnostic imagingABSTRACT
[This corrects the article DOI: 10.1371/journal.pgen.1005378.].
ABSTRACT
Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for BMI. For WHRadjBMI, we identified 44 loci (27 previously established for main effects, 17 novel) with sex-specific effects, of which 28 showed larger effects in women than in men, five showed larger effects in men than in women, and 11 showed opposite effects between sexes. No age-dependent effects were identified for WHRadjBMI. This is the first genome-wide interaction meta-analysis to report convincing evidence of age-dependent genetic effects on BMI. In addition, we confirm the sex-specificity of genetic effects on WHRadjBMI. These results may provide further insights into the biology that underlies weight change with age or the sexually dimorphism of body shape.
Subject(s)
Body Mass Index , Body Size/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Adult , Age Factors , Aged , Chromosome Mapping , Female , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Sex Characteristics , Waist-Hip Ratio , White PeopleABSTRACT
Sickle cell anemia (SCA) is a common hematological disorder among individuals of African descent in the United States; the disorder results in the production of abnormal hemoglobin. It is caused by homozygosity for a genetic mutation in HBB; rs334. While the presence of a single mutation (sickle cell trait, SCT) has long been considered a benign trait, recent research suggests that SCT is associated with renal dysfunction, including a decrease in estimated glomerular filtration rate (eGFR) and increased risk of chronic kidney disease (CKD) in African Americans. It is currently unknown whether similar associations are observed in Hispanics. Therefore, our study aimed to determine if SCT is associated with mean eGFR and CKD in a sample of 340 Dominican Hispanics from the Northern Manhattan Study. Using regression analyses, we tested rs334 for association with eGFR and CKD, adjusting for age and sex. eGFR was estimated using the Chronic Kidney Disease Epidemiology Collaboration equation and CKD was defined as eGFR < 60 mL/min/1.73 m2. Within our sample, there were 16 individuals with SCT (SCT carriers). We found that SCT carriers had a mean eGFR that was 12.12 mL/min/1.73m2 lower than non-carriers (P=.002). Additionally, SCT carriers had 2.72 times higher odds of CKD compared with non-carriers (P=.09). Taken together, these novel results show that Hispanics with SCT, as found among African Americans with SCT, may also be at increased risk for kidney disease.
Subject(s)
Glomerular Filtration Rate/genetics , Hispanic or Latino/genetics , Renal Insufficiency, Chronic/genetics , Sickle Cell Trait/genetics , Adult , Black or African American/genetics , Aged , Anemia, Sickle Cell/genetics , Cohort Studies , Dominican Republic/ethnology , Female , Genetic Carrier Screening , Genetic Predisposition to Disease/genetics , Genotype , Humans , Male , Middle Aged , New York City , Odds Ratio , United StatesABSTRACT
Through linkage and tagSNP-based association studies in 100 Dominican Republic (DR) families, we previously identified ANLN and AOAH (7p14.3) as candidate genes for carotid intima-media thickness at bifurcation (bIMT). Introns, exons, and flanking regions of ANLN and AOAH were re-sequenced in 151 individuals from nine families with evidence for linkage at 7p14.3. For common variants [CV, minor allele frequency (MAF) ≥5 %], single variant-based analysis was performed. For rare variants (RV, MAF < 5 %), gene-based analysis aggregating all RVs within a gene was performed. CV analysis revealed the strongest signal at rs3815483 (P = 0.0003) in ANLN and rs60023210 (P = 0.00005) in AOAH. In ANLN, RV analysis found suggestive evidence for association with exonic RVs (P = 0.08), and in particular non-synonymous RVs (P = 0.04) but not with all RVs (P = 0.15). The variant alleles of all non-synonymous RVs segregated with the major allele of rs3815483 and were associated with lower bIMT while a novel synonymous RV segregated with the minor allele of rs3815483 and was associated with greater bIMT. Additional analysis in 561 DR individuals found suggestive evidence for association with all ANLN non-synonymous RVs (P = 0.08). In AOAH, no evidence for association with RVs was detected. Instead, conditional analysis revealed that multiple independent intronic CVs are associated with bIMT in addition to rs60023210. We demonstrate the utility of using family-based studies to evaluate the contribution of RVs. Our data suggest two modes of genetic architecture underlying the linkage and association at ANLN (multiple exonic RVs) and AOAH (multiple intronic CVs with uncharacterized functions).
Subject(s)
Carboxylic Ester Hydrolases/genetics , Carotid Artery Diseases/genetics , Microfilament Proteins/genetics , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/pathology , Carotid Artery, Common/pathology , Carotid Intima-Media Thickness , Dominican Republic , Exons , Female , Gene Frequency , Genetic Association Studies , Humans , Lod Score , Male , Molecular Sequence Annotation , Pedigree , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Sequence Analysis, DNAABSTRACT
Neuronal nicotinic acetylcholine receptor (nAChR) genes (CHRNA5/CHRNA3/CHRNB4) have been reproducibly associated with nicotine dependence, smoking behaviors, and lung cancer risk. Of the few reports that have focused on early smoking behaviors, association results have been mixed. This meta-analysis examines early smoking phenotypes and SNPs in the gene cluster to determine: (1) whether the most robust association signal in this region (rs16969968) for other smoking behaviors is also associated with early behaviors, and/or (2) if additional statistically independent signals are important in early smoking. We focused on two phenotypes: age of tobacco initiation (AOI) and age of first regular tobacco use (AOS). This study included 56,034 subjects (41 groups) spanning nine countries and evaluated five SNPs including rs1948, rs16969968, rs578776, rs588765, and rs684513. Each dataset was analyzed using a centrally generated script. Meta-analyses were conducted from summary statistics. AOS yielded significant associations with SNPs rs578776 (beta = 0.02, P = 0.004), rs1948 (beta = 0.023, P = 0.018), and rs684513 (beta = 0.032, P = 0.017), indicating protective effects. There were no significant associations for the AOI phenotype. Importantly, rs16969968, the most replicated signal in this region for nicotine dependence, cigarettes per day, and cotinine levels, was not associated with AOI (P = 0.59) or AOS (P = 0.92). These results provide important insight into the complexity of smoking behavior phenotypes, and suggest that association signals in the CHRNA5/A3/B4 gene cluster affecting early smoking behaviors may be different from those affecting the mature nicotine dependence phenotype.
Subject(s)
Genetic Predisposition to Disease , Multigene Family/genetics , Polymorphism, Single Nucleotide/genetics , Receptors, Nicotinic/genetics , Smoking/genetics , Adolescent , Age of Onset , Cotinine/metabolism , Female , Genetic Loci/genetics , Humans , Internationality , Linkage Disequilibrium/genetics , Male , Nerve Tissue Proteins/genetics , Phenotype , Tobacco Use Disorder/geneticsABSTRACT
The purpose of this study was to assess use of genetic testing and corresponding genetic services for children with Autism Spectrum Disorder (ASD). Survey data from 397 parents of individuals with ASD was collected using the Center for Autism and Related Disabilities client registry. Participants reported that 41.2% of the individuals with ASD had undergone any type of genetic testing. However, only 21.3% of individuals with ASD had been referred to a genetics specialist. Diagnosis and level of functioning were significantly associated with both referral to a genetics specialist and having undergone any genetic testing. In addition, Hispanic ancestry was associated with increased referral to genetic testing. Concerns about the limited benefits of genetic testing and prohibitive costs were potential barriers to pursuing genetic testing. Overall, low numbers of individuals with ASD have a history of undergoing genetic testing or receiving genetic services. Possible reasons include low referral rates as well as concerns by parents about cost and relevance, and lack of availability. These findings confirm the historical trend for providing genetic testing and genetic services to those with the greatest impairments.
Subject(s)
Child Development Disorders, Pervasive/genetics , Child , Genetic Testing/methods , Hispanic or Latino/genetics , Humans , ParentsABSTRACT
Aging affects all organs. Arteries, in particular, are among the most affected. Vascular aging (VA) is defined as age-associated changes in function and structure of vessels. Classical VA phenotypes are carotid intima-media thickness (IMT), carotid plaque (CP), and arterial stiffness (STIFF). Individuals have different predisposition to these VA phenotypes and their associated risk of cardiovascular events. Some develop an early vascular aging (EVA), and others are protected and identified as having supernormal vascular aging (SUPERNOVA). The mechanisms leading to these phenotypes are not well understood. In the Northern Manhattan Study (NOMAS), we found genetic variants in the 7 Sirtuins (SIRT) and 5 Uncoupling Proteins (UCP) to be differently associated with risk to developing VA phenotypes. In this article, we review the results of genetic-epidemiology studies to better understand which of the single nucleotide polymorphisms (SNPs) in SIRT and UCP are responsible for both EVA and SUPERNOVA.
Subject(s)
Aging , Polymorphism, Single Nucleotide , Sirtuins , Humans , Sirtuins/genetics , Sirtuins/metabolism , Aging/genetics , Aging/metabolism , Vascular Stiffness/genetics , Carotid Intima-Media Thickness , Mitochondrial Uncoupling Proteins/genetics , Mitochondrial Uncoupling Proteins/metabolism , Genetic Predisposition to Disease , Cardiovascular Diseases/genetics , Cardiovascular Diseases/metabolism , Cardiovascular Diseases/pathologyABSTRACT
Chronic kidney disease is a leading cause of death and disability globally and impacts individuals of African ancestry (AFR) or with ancestry in the Americas (AMS) who are under-represented in genome-wide association studies (GWASs) of kidney function. To address this bias, we conducted a large meta-analysis of GWASs of estimated glomerular filtration rate (eGFR) in 145,732 AFR and AMS individuals. We identified 41 loci at genome-wide significance (p < 5 × 10-8), of which two have not been previously reported in any ancestry group. We integrated fine-mapped loci with epigenomic and transcriptomic resources to highlight potential effector genes relevant to kidney physiology and disease, and reveal key regulatory elements and pathways involved in renal function and development. We demonstrate the varying but increased predictive power offered by a multi-ancestry polygenic score for eGFR and highlight the importance of population diversity in GWASs and multi-omics resources to enhance opportunities for clinical translation for all.
Subject(s)
Genome-Wide Association Study , Renal Insufficiency, Chronic , Humans , Renal Insufficiency, Chronic/diagnosis , Glomerular Filtration Rate/genetics , Multifactorial Inheritance/genetics , Kidney/physiologyABSTRACT
Recent meta-analyses of European ancestry subjects show strong evidence for association between smoking quantity and multiple genetic variants on chromosome 15q25. This meta-analysis extends the examination of association between distinct genes in the CHRNA5-CHRNA3-CHRNB4 region and smoking quantity to Asian and African American populations to confirm and refine specific reported associations. Association results for a dichotomized cigarettes smoked per day phenotype in 27 datasets (European ancestry (N = 14,786), Asian (N = 6,889), and African American (N = 10,912) for a total of 32,587 smokers) were meta-analyzed by population and results were compared across all three populations. We demonstrate association between smoking quantity and markers in the chromosome 15q25 region across all three populations, and narrow the region of association. Of the variants tested, only rs16969968 is associated with smoking (P < 0.01) in each of these three populations (odds ratio [OR] = 1.33, 95% CI = 1.25-1.42, P = 1.1 × 10(-17) in meta-analysis across all population samples). Additional variants displayed a consistent signal in both European ancestry and Asian datasets, but not in African Americans. The observed consistent association of rs16969968 with heavy smoking across multiple populations, combined with its known biological significance, suggests rs16969968 is most likely a functional variant that alters risk for heavy smoking. We interpret additional association results that differ across populations as providing evidence for additional functional variants, but we are unable to further localize the source of this association. Using the cross-population study paradigm provides valuable insights to narrow regions of interest and inform future biological experiments.
Subject(s)
Chromosomes, Human, Pair 15 , Genetic Variation , Smoking/adverse effects , Adolescent , Adult , Black or African American , Aged , Aged, 80 and over , Asian People , Black People , Female , Gene Frequency , Genetics, Population , Humans , Lung Diseases/etiology , Lung Diseases/genetics , Lung Neoplasms/etiology , Lung Neoplasms/genetics , Male , Middle Aged , Odds Ratio , Phenotype , Risk , White PeopleABSTRACT
Executive function is a cognitive domain with sizable heritability representing higher-order cognitive abilities. Genome-wide association studies (GWAS) of executive function are sparse, particularly in populations underrepresented in medical research. We performed a GWAS on a composite measure of executive function that included measures of mental flexibility and reasoning using data from the Northern Manhattan Study, a racially and ethnically diverse cohort (N = 1077, 69% Hispanic, 17% non-Hispanic Black and 14% non-Hispanic White). Four SNPs located in the long intergenic non-protein coding RNA 1362 gene, LINC01362, on chromosome 1p31.1, were significantly associated with the composite measure of executive function in this cohort (top SNP rs2788328, ß = 0.22, p = 3.1 × 10-10). The associated SNPs have been shown to influence expression of the tubulin tyrosine ligase like 7 gene, TTLL7 and the protein kinase CAMP-activated catalytic subunit beta gene, PRKACB, in several regions of the brain involved in executive function. Together, these findings present new insight into the genetic underpinnings of executive function in an understudied population.
Subject(s)
Executive Function , Genome-Wide Association Study , Humans , Brain , Cognition/physiology , Hispanic or Latino , Polymorphism, Single Nucleotide/genetics , Black or African AmericanABSTRACT
Perivascular space (PVS) burden is an emerging, poorly understood, magnetic resonance imaging marker of cerebral small vessel disease, a leading cause of stroke and dementia. Genome-wide association studies in up to 40,095 participants (18 population-based cohorts, 66.3 ± 8.6 yr, 96.9% European ancestry) revealed 24 genome-wide significant PVS risk loci, mainly in the white matter. These were associated with white matter PVS already in young adults (N = 1,748; 22.1 ± 2.3 yr) and were enriched in early-onset leukodystrophy genes and genes expressed in fetal brain endothelial cells, suggesting early-life mechanisms. In total, 53% of white matter PVS risk loci showed nominally significant associations (27% after multiple-testing correction) in a Japanese population-based cohort (N = 2,862; 68.3 ± 5.3 yr). Mendelian randomization supported causal associations of high blood pressure with basal ganglia and hippocampal PVS, and of basal ganglia PVS and hippocampal PVS with stroke, accounting for blood pressure. Our findings provide insight into the biology of PVS and cerebral small vessel disease, pointing to pathways involving extracellular matrix, membrane transport and developmental processes, and the potential for genetically informed prioritization of drug targets.
Subject(s)
Cerebral Small Vessel Diseases , Stroke , Humans , Endothelial Cells/pathology , Genome-Wide Association Study , Cerebral Small Vessel Diseases/diagnostic imaging , Cerebral Small Vessel Diseases/genetics , Cerebral Small Vessel Diseases/complications , Magnetic Resonance Imaging/methods , GenomicsABSTRACT
Carotid plaque is a subclinical measure of atherosclerosis. We have previously shown measures of carotid plaque to be heritable in a sample of 100 Dominican families and found evidence for linkage and association of common variants (CVs) on 7q36, 11p15, 14q32 and 15q23 with plaque presence. Our current study aimed to refine these regions further and identify rare variants (RVs) influencing plaque presence. Therefore, we performed targeted sequencing of the one LOD unit down region on 7q36, 11p15, 14q32 and 15q23 in 12 Dominican families with evidence for linkage to plaque presence. Gene-based RV analyses were performed using the Sequence Association Test for familial data (F-SKAT) under two filtering algorithms; 1. all exonic RVs and 2. non-synonymous RVs. Replication analyses were performed using a sample of 22 Dominican families and 556 unrelated Dominicans with Exome Array data. To identify additional non-synonymous RVs influencing plaque, we looked for co-segregation of RVs with plaque in each of the sequenced families. Our most strongly associated gene with evidence for replication was AMPD3 which showed suggestive association with plaque presence in the sequenced families (exonic RV p = 0.003, nonsynonymous RV p = 0.005) and replication families (exonic RV p = 0.04, nonsynonymous RV p = 0.02). Examination of the sequenced family pedigrees revealed two missense variants on chromosome 11 which co-segregated with plaque presence in one of our families; rs61751342 (located in DENND2B), and rs61760882 (located in RNF141). The rs61751342 missense variant is an eQTL for SCUBE2 in the atrial appendage. Notably, SCUBE2 encodes a protein which interacts with vascular endothelial growth factor (VEGF) receptor 2 to regulate VEGF-induced angiogenesis, thus providing biologic plausibility for this gene in atherosclerosis. In conclusion, using targeted sequencing of previously-identified linkage regions, we have identified suggestive evidence for the role of RVs in carotid plaque pathogenesis.
Subject(s)
Genetic Linkage , Plaque, Atherosclerotic/genetics , AMP Deaminase/genetics , Adaptor Proteins, Signal Transducing/genetics , Adult , Aged , Calcium-Binding Proteins/genetics , Chromosomes, Human, Pair 11/genetics , Chromosomes, Human, Pair 14/genetics , Chromosomes, Human, Pair 15/genetics , Chromosomes, Human, Pair 7/genetics , DNA-Binding Proteins/genetics , Dominican Republic , Genotype , Humans , Middle Aged , Pedigree , Plaque, Atherosclerotic/pathology , Polymorphism, Genetic , Quantitative Trait Loci , Transcription Factors/genetics , Tumor Suppressor Proteins/genetics , Vascular Endothelial Growth Factor Receptor-2/geneticsABSTRACT
BACKGROUND: Intracranial stenosis is one of the most common causes of stroke worldwide. Several single nucleotide polymorphisms have been associated with intracranial atherosclerosis, which is inferred to be the most common underlying cause of intracranial large artery stenosis (ILAS). We previously reviewed known genetic variants related to ILAS in predominantly Asian cohorts, but their prevalence and role in ILAS among western multiethnic populations are uncertain. METHODS: We leveraged existing imaging and genetic data from the Northern Manhattan Study, a multiethnic prospective cohort study. Based on literature review, we selected adiponectin Q (ADIPOQ) rs2241767 and rs182052, ring finger protein 213 (RNF213) rs112735431, apolipoprotein E (APOE) rs429358, phosphodiesterase 4D (PDE4D) rs2910829, lipoprotein lipase (LPL) rs320, and aldosterone synthase (CYP11B2) rs1799998 variants as candidates to explore. We defined ILAS as luminal stenosis >50% in any intracranial large artery using time-of-flight magnetic resonance angiography (MRA). RESULTS: We included 1109 participants (mean age 70 ± 9 years, 70% Hispanic, 60% women) in this study. ILAS was identified in 81 (7%) NOMAS participants. Logistic regression analyses adjusted for age, sex, principal components, and vascular risk factors showed ILAS prevalence associated with CYP11B2 rs1799998 under the dominant model (OR = 0.56, 95%CI: 0.35-0.89) and LPL rs320 heterozygote genotype (OR = 1.68, 95%CI: 1.05-2.71). The genotype distributions of ADIPOQ rs2241767 and rs182052, APOE rs429358 and CYP11B2 rs1799998 variants were significantly different among non-Hispanic white and Black, and Hispanic groups. When participants were further stratified by race/ethnicity, the estimates were consistent for CYP11B2 rs1799998 across race/ethnic groups but not for LPL rs320. CONCLUSION: The CYP11B2 rs1799998 variant may be a protective genetic factor for ILAS across race/ethnic groups, but the risk of ILAS associated with LPL rs320 varies by race/ethnic group. Further functional studies may help elucidate the role that these variants play in the pathophysiology of ILAS.
Subject(s)
Arteries , Cytochrome P-450 CYP11B2 , Adenosine Triphosphatases/genetics , Aged , Apolipoproteins E/genetics , Constriction, Pathologic , Cytochrome P-450 CYP11B2/genetics , Female , Genetic Predisposition to Disease/genetics , Humans , Male , Middle Aged , Prospective Studies , Risk Factors , Ubiquitin-Protein Ligases/geneticsABSTRACT
Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type IIA muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention.
Subject(s)
Genome-Wide Association Study , Sedentary Behavior , Actinin/genetics , Cross-Sectional Studies , Exercise/physiology , Humans , Leisure ActivitiesABSTRACT
Autism features occur frequently among individuals with eating disorders (ED). This co-occurrence is not well understood but there is speculation that select traits (e.g., rigidity) are common to both autism and ED. To explore the co-occurrence of autistic traits and ED features, we used the Simons Simplex Collection (SSC; N = 2,623 families) to test whether first-degree relatives of individuals with autism with a history of ED features had more autism traits, as measured by the Broad Autism Phenotype Questionnaire (BAP-Q), compared to relatives with no history of ED. The frequency of individuals with ED features was 2.2% (N = 57) among mothers, <1% in siblings, and not present in fathers. We restricted our analyses to mothers. Compared to mothers with no history of ED, those with a history of ED had significantly higher scores on the BAP-Q Total Score and each of the three BAP-Q domains. More importantly, when the BAP-Q was used as a classification tool, we found that when compared to mothers with no history of ED, those with a history of ED were most likely to fall into the clinically significant range on the BAP-Q Rigid domain. Our results suggest that a history of ED features among mothers of individuals with autism is associated with the presence of autistic traits. This extends previous work showing a relationship between autism and ED and expands the range of neuropsychiatric traits that have relevance to the BAP among family members of individuals with autism. LAY SUMMARY: Using information from the Simons Simplex Collection we tested whether mothers of individuals with autism with a history of eating disorder had more autism traits (i.e., similar to those in autism but milder) compared to mothers with no history of eating disorder. The most striking difference between the groups was the presence of rigidity in mothers with a history of eating disorder. This extends previous work showing a relationship between autism and eating disorders and suggests the utility of studying eating disorders in future family studies of autism. Autism Res 2020, 13: 1573-1581. © 2020 International Society for Autism Research, Wiley Periodicals, Inc.
Subject(s)
Autistic Disorder/complications , Family Health , Feeding and Eating Disorders/complications , Health Surveys , Adult , Autistic Disorder/epidemiology , Family Health/statistics & numerical data , Feeding and Eating Disorders/epidemiology , Female , Humans , Male , Mothers/psychology , Mothers/statistics & numerical data , Phenotype , Siblings/psychologyABSTRACT
INTRODUCTION: Nonalcoholic fatty liver disease (NAFLD) has been associated with greater cerebral white matter hyperintensity (WMH) volume and microbleeds. The adiponutrin (PNPLA3) rs738409 G variant, a robust NAFLD susceptibility variant, has been variably associated with carotid atherosclerosis. We hypothesized that this variant is associated with WMH volume, microbleeds, covert brain infarction (CBI), and small perivascular spaces. METHODS: We performed a cross-sectional analysis of the Northern Manhattan Study-MRI Substudy. The associations between the rs738409 G variant allele and outcomes were assessed using linear regression for WMH volume, logistic regression for microbleeds and CBI, and Poisson regression for small perivascular spaces. Models were adjusted for age, sex, principal components, diabetes, and body mass index. RESULTS: We included 1063 Northern Manhattan Study participants who had brain MRI and genotype data available (mean age 70 ± 9 years, 61% women). The G allele frequency was 24%. The prevalence of any microbleeds and CBI were 8% and 18%, respectively. The median WMH volume and small perivascular space count score were 7.7 mL and 6, respectively. GG homozygosity, but not heterozygosity, was associated with WMH volume (ß = 0.27; 95% CI, 0.03, 0.51) compared to non-carriers. Having at least one G allele was associated with the presence of microbleeds (Odds ratio, 1.78; 95% CI, 1.02, 3.12); the association was attenuated in other models. No associations were observed for CBI and small perivascular spaces. CONCLUSION: The PNPLA3 rs738409 G allele was associated with greater WMH volume, and inconsistent associations with microbleeds were seen.
Subject(s)
Lipase , Membrane Proteins , Non-alcoholic Fatty Liver Disease , Aged , Biomarkers , Cross-Sectional Studies , Female , Genetic Predisposition to Disease , Humans , Lipase/genetics , Magnetic Resonance Imaging , Male , Middle Aged , Polymorphism, Single NucleotideABSTRACT
Carotid intima-media thickness (cIMT) is a subclinical marker for atherosclerosis. Previously, we reported a quantitative trait locus (QTL) for total cIMT on chromosome 14q and identified PRiMA1, FOXN3 and CCDC88C as candidate genes using a common variants (CVs)-based approach. Herein, we further evaluated the genetic contribution of the QTL to cIMT by resequencing. We sequenced all exons within the QTL and genomic regions of PRiMA1, FOXN3 and CCDC88C in Dominican families with evidence for linkage to the QTL. Unrelated Dominicans from the Northern Manhattan Study (NOMAS) were used for validation. Single-variant-based and gene-based analyses were performed for CVs and rare variants (RVs). The strongest evidence for association with CVs was found in PRiMA1 (p = 8.2 × 10-5 in families, p = 0.01 in NOMAS at rs12587586), and in the five-gene cluster SPATA7-PTPN21-ZC3H14-EML5-TTC8 locus (p = 1.3 × 10-4 in families, p = 0.01 in NOMAS at rs2274736). No evidence for association with RVs was found in PRiMA1. The top marker from previous study in PRiMA1 (rs7152362) was associated with fewer atherosclerotic events (OR = 0.67; p = 0.02 in NOMAS) and smaller cIMT (ß = -0.58, p = 2.8 × 10-4 in Family). Within the five-gene cluster, evidence for association was found for exonic RVs (p = 0.02 in families, p = 0.28 in NOMAS), which was enriched among RVs with higher functional potentials (p = 0.05 in NOMAS for RVs in the top functional tertile). In summary, targeted resequencing provided validation and novel insights into the genetic architecture of cIMT, suggesting stronger effects for RVs with higher functional potentials. Furthermore, our data support the clinical relevance of CVs associated with subclinical atherosclerosis.
Subject(s)
Atherosclerosis/genetics , Carotid Intima-Media Thickness , Genetic Linkage , Membrane Proteins/genetics , Nerve Tissue Proteins/genetics , Atherosclerosis/pathology , Cytoskeletal Proteins/genetics , DNA-Binding Proteins/genetics , Dominican Republic , Female , Humans , Lod Score , Male , Microtubule-Associated Proteins/genetics , Poly(A)-Binding Proteins/genetics , Polymorphism, Single Nucleotide , Protein Tyrosine Phosphatases, Non-Receptor/genetics , Quantitative Trait LociABSTRACT
Chronic kidney disease (CKD) affects ~10% of the global population, with considerable ethnic differences in prevalence and aetiology. We assemble genome-wide association studies of estimated glomerular filtration rate (eGFR), a measure of kidney function that defines CKD, in 312,468 individuals of diverse ancestry. We identify 127 distinct association signals with homogeneous effects on eGFR across ancestries and enrichment in genomic annotations including kidney-specific histone modifications. Fine-mapping reveals 40 high-confidence variants driving eGFR associations and highlights putative causal genes with cell-type specific expression in glomerulus, and in proximal and distal nephron. Mendelian randomisation supports causal effects of eGFR on overall and cause-specific CKD, kidney stone formation, diastolic blood pressure and hypertension. These results define novel molecular mechanisms and putative causal genes for eGFR, offering insight into clinical outcomes and routes to CKD treatment development.