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1.
Nature ; 590(7845): 290-299, 2021 02.
Article in English | MEDLINE | ID: mdl-33568819

ABSTRACT

The Trans-Omics for Precision Medicine (TOPMed) programme seeks to elucidate the genetic architecture and biology of heart, lung, blood and sleep disorders, with the ultimate goal of improving diagnosis, treatment and prevention of these diseases. The initial phases of the programme focused on whole-genome sequencing of individuals with rich phenotypic data and diverse backgrounds. Here we describe the TOPMed goals and design as well as the available resources and early insights obtained from the sequence data. The resources include a variant browser, a genotype imputation server, and genomic and phenotypic data that are available through dbGaP (Database of Genotypes and Phenotypes)1. In the first 53,831 TOPMed samples, we detected more than 400 million single-nucleotide and insertion or deletion variants after alignment with the reference genome. Additional previously undescribed variants were detected through assembly of unmapped reads and customized analysis in highly variable loci. Among the more than 400 million detected variants, 97% have frequencies of less than 1% and 46% are singletons that are present in only one individual (53% among unrelated individuals). These rare variants provide insights into mutational processes and recent human evolutionary history. The extensive catalogue of genetic variation in TOPMed studies provides unique opportunities for exploring the contributions of rare and noncoding sequence variants to phenotypic variation. Furthermore, combining TOPMed haplotypes with modern imputation methods improves the power and reach of genome-wide association studies to include variants down to a frequency of approximately 0.01%.


Subject(s)
Genetic Variation/genetics , Genome, Human/genetics , Genomics , National Heart, Lung, and Blood Institute (U.S.) , Precision Medicine , Cytochrome P-450 CYP2D6/genetics , Haplotypes/genetics , Heterozygote , Humans , INDEL Mutation , Loss of Function Mutation , Mutagenesis , Phenotype , Polymorphism, Single Nucleotide , Population Density , Precision Medicine/standards , Quality Control , Sample Size , United States , Whole Genome Sequencing/standards
2.
Am J Hum Genet ; 109(1): 81-96, 2022 01 06.
Article in English | MEDLINE | ID: mdl-34932938

ABSTRACT

Large-scale gene sequencing studies for complex traits have the potential to identify causal genes with therapeutic implications. We performed gene-based association testing of blood lipid levels with rare (minor allele frequency < 1%) predicted damaging coding variation by using sequence data from >170,000 individuals from multiple ancestries: 97,493 European, 30,025 South Asian, 16,507 African, 16,440 Hispanic/Latino, 10,420 East Asian, and 1,182 Samoan. We identified 35 genes associated with circulating lipid levels; some of these genes have not been previously associated with lipid levels when using rare coding variation from population-based samples. We prioritize 32 genes in array-based genome-wide association study (GWAS) loci based on aggregations of rare coding variants; three (EVI5, SH2B3, and PLIN1) had no prior association of rare coding variants with lipid levels. Most of our associated genes showed evidence of association among multiple ancestries. Finally, we observed an enrichment of gene-based associations for low-density lipoprotein cholesterol drug target genes and for genes closest to GWAS index single-nucleotide polymorphisms (SNPs). Our results demonstrate that gene-based associations can be beneficial for drug target development and provide evidence that the gene closest to the array-based GWAS index SNP is often the functional gene for blood lipid levels.


Subject(s)
Exome , Genetic Variation , Genome-Wide Association Study , Lipids/blood , Open Reading Frames , Alleles , Blood Glucose/genetics , Case-Control Studies , Computational Biology/methods , Databases, Genetic , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/metabolism , Genetic Predisposition to Disease , Genetics, Population , Genome-Wide Association Study/methods , Humans , Lipid Metabolism/genetics , Liver/metabolism , Liver/pathology , Molecular Sequence Annotation , Multifactorial Inheritance , Phenotype , Polymorphism, Single Nucleotide
3.
Ann Neurol ; 95(4): 677-687, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38113326

ABSTRACT

OBJECTIVE: Parkinson's disease (PD) is a neurodegenerative disorder with complex etiology. Multiple genetic and environmental factors have been associated with PD, but most PD risk remains unexplained. The aim of this study was to test for statistical interactions between PD-related genetic and environmental exposures in the 23andMe, Inc. research dataset. METHODS: Using a validated PD polygenic risk score and common PD-associated variants in the GBA gene, we explored interactions between genetic susceptibility factors and 7 lifestyle and environmental factors: body mass index (BMI), type 2 diabetes (T2D), tobacco use, caffeine consumption, pesticide exposure, head injury, and physical activity (PA). RESULTS: We observed that T2D, as well as higher BMI, caffeine consumption, and tobacco use, were associated with lower odds of PD, whereas head injury, pesticide exposure, GBA carrier status, and PD polygenic risk score were associated with higher odds. No significant association was observed between PA and PD. In interaction analyses, we found statistical evidence for an interaction between polygenic risk of PD and the following environmental/lifestyle factors: T2D (p = 6.502 × 10-8), PA (p = 8.745 × 10-5), BMI (p = 4.314 × 10-4), and tobacco use (p = 2.236 × 10-3). Although BMI and tobacco use were associated with lower odds of PD regardless of the extent of individual genetic liability, the direction of the relationship between odds of PD and T2D, as well as PD and PA, varied depending on polygenic risk score. INTERPRETATION: We provide preliminary evidence that associations between some environmental and lifestyle factors and PD may be modified by genotype. ANN NEUROL 2024;95:677-687.


Subject(s)
Craniocerebral Trauma , Diabetes Mellitus, Type 2 , Parkinson Disease , Pesticides , Humans , Parkinson Disease/etiology , Parkinson Disease/genetics , Gene-Environment Interaction , Diabetes Mellitus, Type 2/complications , Caffeine , Risk Factors , Genetic Predisposition to Disease/genetics , Genetic Risk Score , Craniocerebral Trauma/complications
4.
Brain ; 147(6): 1996-2008, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38804604

ABSTRACT

The LRRK2 G2019S variant is the most common cause of monogenic Parkinson's disease (PD); however, questions remain regarding the penetrance, clinical phenotype and natural history of carriers. We performed a 3.5-year prospective longitudinal online study in a large number of 1286 genotyped LRRK2 G2019S carriers and 109 154 controls, with and without PD, recruited from the 23andMe Research Cohort. We collected self-reported motor and non-motor symptoms every 6 months, as well as demographics, family histories and environmental risk factors. Incident cases of PD (phenoconverters) were identified at follow-up. We determined lifetime risk of PD using accelerated failure time modelling and explored the impact of polygenic risk on penetrance. We also computed the genetic ancestry of all LRRK2 G2019S carriers in the 23andMe database and identified regions of the world where carrier frequencies are highest. We observed that despite a 1 year longer disease duration (P = 0.016), LRRK2 G2019S carriers with PD had similar burden of motor symptoms, yet significantly fewer non-motor symptoms including cognitive difficulties, REM sleep behaviour disorder (RBD) and hyposmia (all P-values ≤ 0.0002). The cumulative incidence of PD in G2019S carriers by age 80 was 49%. G2019S carriers had a 10-fold risk of developing PD versus non-carriers. This rose to a 27-fold risk in G2019S carriers with a PD polygenic risk score in the top 25% versus non-carriers in the bottom 25%. In addition to identifying ancient founding events in people of North African and Ashkenazi descent, our genetic ancestry analyses infer that the G2019S variant was later introduced to Spanish colonial territories in the Americas. Our results suggest LRRK2 G2019S PD appears to be a slowly progressive predominantly motor subtype of PD with a lower prevalence of hyposmia, RBD and cognitive impairment. This suggests that the current prodromal criteria, which are based on idiopathic PD, may lack sensitivity to detect the early phases of LRRK2 PD in G2019S carriers. We show that polygenic burden may contribute to the development of PD in the LRRK2 G2019S carrier population. Collectively, the results should help support screening programmes and candidate enrichment strategies for upcoming trials of LRRK2 inhibitors in early-stage disease.


Subject(s)
Leucine-Rich Repeat Serine-Threonine Protein Kinase-2 , Parkinson Disease , Humans , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Parkinson Disease/genetics , Female , Male , Middle Aged , Aged , Longitudinal Studies , Genetic Predisposition to Disease/genetics , Adult , Prospective Studies , Heterozygote , Penetrance , Aged, 80 and over , REM Sleep Behavior Disorder/genetics , Mutation
5.
Hum Mol Genet ; 30(5): 393-409, 2021 04 27.
Article in English | MEDLINE | ID: mdl-33517400

ABSTRACT

Interleukin 6 (IL-6) is a multifunctional cytokine with both pro- and anti-inflammatory properties with a heritability estimate of up to 61%. The circulating levels of IL-6 in blood have been associated with an increased risk of complex disease pathogenesis. We conducted a two-staged, discovery and replication meta genome-wide association study (GWAS) of circulating serum IL-6 levels comprising up to 67 428 (ndiscovery = 52 654 and nreplication = 14 774) individuals of European ancestry. The inverse variance fixed effects based discovery meta-analysis, followed by replication led to the identification of two independent loci, IL1F10/IL1RN rs6734238 on chromosome (Chr) 2q14, (Pcombined = 1.8 × 10-11), HLA-DRB1/DRB5 rs660895 on Chr6p21 (Pcombined = 1.5 × 10-10) in the combined meta-analyses of all samples. We also replicated the IL6R rs4537545 locus on Chr1q21 (Pcombined = 1.2 × 10-122). Our study identifies novel loci for circulating IL-6 levels uncovering new immunological and inflammatory pathways that may influence IL-6 pathobiology.


Subject(s)
Genome-Wide Association Study , HLA-DRB1 Chains/genetics , Interleukin 1 Receptor Antagonist Protein/genetics , Interleukin-1/genetics , Interleukin-6/genetics , Receptors, Interleukin-6/genetics , Cohort Studies , Gene Expression Regulation , Genetic Loci , Genetic Predisposition to Disease , Humans , Interleukin-6/blood , Polymorphism, Single Nucleotide , White People/genetics
6.
Crit Rev Food Sci Nutr ; 63(18): 3150-3167, 2023.
Article in English | MEDLINE | ID: mdl-34678079

ABSTRACT

To date, nutritional epidemiology has relied heavily on relatively weak methods including simple observational designs and substandard measurements. Despite low internal validity and other sources of bias, claims of causality are made commonly in this literature. Nutritional epidemiology investigations can be improved through greater scientific rigor and adherence to scientific reporting commensurate with research methods used. Some commentators advocate jettisoning nutritional epidemiology entirely, perhaps believing improvements are impossible. Still others support only normative refinements. But neither abolition nor minor tweaks are appropriate. Nutritional epidemiology, in its present state, offers utility, yet also needs marked, reformational renovation. Changing the status quo will require ongoing, unflinching scrutiny of research questions, practices, and reporting-and a willingness to admit that "good enough" is no longer good enough. As such, a workshop entitled "Toward more rigorous and informative nutritional epidemiology: the rational space between dismissal and defense of the status quo" was held from July 15 to August 14, 2020. This virtual symposium focused on: (1) Stronger Designs, (2) Stronger Measurement, (3) Stronger Analyses, and (4) Stronger Execution and Reporting. Participants from several leading academic institutions explored existing, evolving, and new better practices, tools, and techniques to collaboratively advance specific recommendations for strengthening nutritional epidemiology.


Subject(s)
Nutrition Assessment , Research Design , Humans , Causality
7.
Sex Transm Infect ; 98(1): 44-49, 2022 02.
Article in English | MEDLINE | ID: mdl-33436506

ABSTRACT

ObjectivesThe southeastern US is a domestic epicentre for incident HIV with high prevalence of herpes simplex virus (HSV) coinfection. We estimated the incidence rates (IR) of symptomatic herpetic anogenital ulcer disease (HAUD) and assessed its associations with demographic and clinical characteristics, specifically with immunological markers using median, nadir and trajectory CD4 counts. METHODS: Electronic medical records (EMR) of over 7000 people living with HIV (PLWH) attending one of the leading HIV clinics in the southeastern US between 2006 and 2018 were reviewed and analysed. IR of HSV-related HAUD were estimated per 10 000 person years. Joinpoint regressions were performed to examine temporal changes in the trends of IR. All IR and trends were stratified by gender and race. Six CD4 trajectory groups were constructed using the group-based trajectory modelling. Multivariable logistic models were conducted to assess the associations of CD4 counts (nadir, median CD4 and newly defined CD4 trajectory), separately with HAUD. RESULTS: Of the 4484 PLWH eligible individuals (3429 men, 1031 women and 24 transgender), we observed 425 patients with HSV-related HAUD. The mean log10viral load was higher in HAUD than HAUD-free groups, whereas the median nadir CD4 count (cells/uL) was higher in the non-cases than the case groups (p<0.05). HAUD were more frequent in women than men. Median CD4 (<200 cell/uL) was associated with HAUD (OR=2.1), but there were no significant associations with nadir CD4. Significant associations with declining and sustained low CD4 counts trajectory patterns were observed with HAUD. CONCLUSIONS: There were significant differences between men and women with incident HAUD among PLWH. EMR-based studies can provide innovative trajectory models that can potentially be helpful in guiding screening and clinical care of HAUD among high-risk PLWH.


Subject(s)
Electronic Health Records/statistics & numerical data , Fissure in Ano/virology , Genitalia/virology , Herpes Genitalis/epidemiology , Adult , CD4 Lymphocyte Count/statistics & numerical data , Coinfection/epidemiology , Coinfection/virology , Female , Herpes Genitalis/immunology , Humans , Male , Middle Aged , Simplexvirus/genetics , Simplexvirus/immunology , Simplexvirus/pathogenicity , Southeastern United States/epidemiology , Viral Load
8.
Am J Epidemiol ; 190(10): 1977-1992, 2021 10 01.
Article in English | MEDLINE | ID: mdl-33861317

ABSTRACT

Genotype-phenotype association studies often combine phenotype data from multiple studies to increase statistical power. Harmonization of the data usually requires substantial effort due to heterogeneity in phenotype definitions, study design, data collection procedures, and data-set organization. Here we describe a centralized system for phenotype harmonization that includes input from phenotype domain and study experts, quality control, documentation, reproducible results, and data-sharing mechanisms. This system was developed for the National Heart, Lung, and Blood Institute's Trans-Omics for Precision Medicine (TOPMed) program, which is generating genomic and other -omics data for more than 80 studies with extensive phenotype data. To date, 63 phenotypes have been harmonized across thousands of participants (recruited in 1948-2012) from up to 17 studies per phenotype. Here we discuss challenges in this undertaking and how they were addressed. The harmonized phenotype data and associated documentation have been submitted to National Institutes of Health data repositories for controlled access by the scientific community. We also provide materials to facilitate future harmonization efforts by the community, which include 1) the software code used to generate the 63 harmonized phenotypes, enabling others to reproduce, modify, or extend these harmonizations to additional studies, and 2) the results of labeling thousands of phenotype variables with controlled vocabulary terms.


Subject(s)
Genetic Association Studies/methods , Phenomics/methods , Precision Medicine/methods , Data Aggregation , Humans , Information Dissemination , National Heart, Lung, and Blood Institute (U.S.) , Phenotype , Program Evaluation , United States
9.
Hum Mol Genet ; 28(15): 2615-2633, 2019 08 01.
Article in English | MEDLINE | ID: mdl-31127295

ABSTRACT

Elevated blood pressure (BP), a leading cause of global morbidity and mortality, is influenced by both genetic and lifestyle factors. Cigarette smoking is one such lifestyle factor. Across five ancestries, we performed a genome-wide gene-smoking interaction study of mean arterial pressure (MAP) and pulse pressure (PP) in 129 913 individuals in stage 1 and follow-up analysis in 480 178 additional individuals in stage 2. We report here 136 loci significantly associated with MAP and/or PP. Of these, 61 were previously published through main-effect analysis of BP traits, 37 were recently reported by us for systolic BP and/or diastolic BP through gene-smoking interaction analysis and 38 were newly identified (P < 5 × 10-8, false discovery rate < 0.05). We also identified nine new signals near known loci. Of the 136 loci, 8 showed significant interaction with smoking status. They include CSMD1 previously reported for insulin resistance and BP in the spontaneously hypertensive rats. Many of the 38 new loci show biologic plausibility for a role in BP regulation. SLC26A7 encodes a chloride/bicarbonate exchanger expressed in the renal outer medullary collecting duct. AVPR1A is widely expressed, including in vascular smooth muscle cells, kidney, myocardium and brain. FHAD1 is a long non-coding RNA overexpressed in heart failure. TMEM51 was associated with contractile function in cardiomyocytes. CASP9 plays a central role in cardiomyocyte apoptosis. Identified only in African ancestry were 30 novel loci. Our findings highlight the value of multi-ancestry investigations, particularly in studies of interaction with lifestyle factors, where genomic and lifestyle differences may contribute to novel findings.


Subject(s)
Arterial Pressure/genetics , Gene-Environment Interaction , Hypertension/genetics , Polymorphism, Genetic , Racial Groups/genetics , Smoking/adverse effects , Adolescent , Adult , Aged , Aged, 80 and over , Antiporters/genetics , Blood Pressure/genetics , Caspase 9/genetics , Ethnicity/genetics , Female , Genome-Wide Association Study , Humans , Hypertension/etiology , Male , Membrane Proteins/genetics , Middle Aged , Receptors, Vasopressin/genetics , Sulfate Transporters/genetics , Tumor Suppressor Proteins/genetics , Young Adult
10.
Am J Hum Genet ; 102(3): 375-400, 2018 03 01.
Article in English | MEDLINE | ID: mdl-29455858

ABSTRACT

Genome-wide association analysis advanced understanding of blood pressure (BP), a major risk factor for vascular conditions such as coronary heart disease and stroke. Accounting for smoking behavior may help identify BP loci and extend our knowledge of its genetic architecture. We performed genome-wide association meta-analyses of systolic and diastolic BP incorporating gene-smoking interactions in 610,091 individuals. Stage 1 analysis examined ∼18.8 million SNPs and small insertion/deletion variants in 129,913 individuals from four ancestries (European, African, Asian, and Hispanic) with follow-up analysis of promising variants in 480,178 additional individuals from five ancestries. We identified 15 loci that were genome-wide significant (p < 5 × 10-8) in stage 1 and formally replicated in stage 2. A combined stage 1 and 2 meta-analysis identified 66 additional genome-wide significant loci (13, 35, and 18 loci in European, African, and trans-ancestry, respectively). A total of 56 known BP loci were also identified by our results (p < 5 × 10-8). Of the newly identified loci, ten showed significant interaction with smoking status, but none of them were replicated in stage 2. Several loci were identified in African ancestry, highlighting the importance of genetic studies in diverse populations. The identified loci show strong evidence for regulatory features and support shared pathophysiology with cardiometabolic and addiction traits. They also highlight a role in BP regulation for biological candidates such as modulators of vascular structure and function (CDKN1B, BCAR1-CFDP1, PXDN, EEA1), ciliopathies (SDCCAG8, RPGRIP1L), telomere maintenance (TNKS, PINX1, AKTIP), and central dopaminergic signaling (MSRA, EBF2).


Subject(s)
Blood Pressure/genetics , Genetic Loci , Genome-Wide Association Study , Racial Groups/genetics , Smoking/genetics , Cohort Studies , Diastole/genetics , Epistasis, Genetic , Female , Humans , Male , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Reproducibility of Results , Systole/genetics
11.
Prev Med ; 147: 106483, 2021 06.
Article in English | MEDLINE | ID: mdl-33640399

ABSTRACT

The objective of this study is to provide an assessment of allostatic load (AL) burden among US adults across race/ethnicity, gender, and age groups over a 30-year time period. We analyzed data from 50,671 participants of the National Health and Nutrition Examination Survey (NHANES) years 1988 through 2018. AL score was defined as the sum total for abnormal measures of the following components: serum albumin, body mass index, serum C - reactive protein, serum creatinine, diastolic blood pressure, glycated hemoglobin, systolic blood pressure, total cholesterol, and serum triglycerides. We performed modified Poisson regression to estimate the adjusted Relative Risks (aRRs) of allostatic load, and generalized linear models to determine adjusted mean differences accounting for NHANES sampling weights. Among US adults aged 18 or older, the prevalence of high AL increased by more than 45% from 1988 to 1991 to 2015-2018, from 33.5% to 48.6%. By the latest period, 2015-2018, Non-Hispanic Black women (aRR: 1.292; 95% CI: 1.290-1.293) and Latina women (aRR: 1.266; 95% CI: 1.265-1.267) had higher risks of AL than non-Hispanic White women. Similar trends were observed among men. Age-adjusted mean AL score among NH-Black and Latinx adults was higher than for NH-Whites of up to a decade older regardless of gender. From 1988 through 2018, Adults aged 40 years old and older had over 2-fold increased risks of high AL when compared to adults 18-29 years old. After 30-years of collective data, racial disparities in allostatic load persist for NH-Black and Latinx adults.


Subject(s)
Allostasis , Adolescent , Adult , Black or African American , Ethnicity , Female , Hispanic or Latino , Humans , Male , Nutrition Surveys , United States , Young Adult
12.
Public Health Nutr ; 24(10): 2952-2963, 2021 07.
Article in English | MEDLINE | ID: mdl-32597744

ABSTRACT

OBJECTIVE: To characterise dietary habits, their temporal and spatial patterns and associations with BMI in the 23andMe study population. DESIGN: We present a large-scale cross-sectional analysis of self-reported dietary intake data derived from the web-based National Health and Nutrition Examination Survey 2009-2010 dietary screener. Survey-weighted estimates for each food item were characterised by age, sex, race/ethnicity, education and BMI. Temporal patterns were plotted over a 2-year time period, and average consumption for select food items was mapped by state. Finally, dietary intake variables were tested for association with BMI. SETTING: US-based adults 20-85 years of age participating in the 23andMe research programme. PARTICIPANTS: Participants were 23andMe customers who consented to participate in research (n 526 774) and completed web-based surveys on demographic and dietary habits. RESULTS: Survey-weighted estimates show very few participants met federal recommendations for fruit: 2·6 %, vegetables: 5·9 % and dairy intake: 2·8 %. Between 2017 and 2019, fruit, vegetables and milk intake frequency declined, while total dairy remained stable and added sugars increased. Seasonal patterns in reporting were most pronounced for ice cream, chocolate, fruits and vegetables. Dietary habits varied across the USA, with higher intake of sugar and energy dense foods characterising areas with higher average BMI. In multivariate-adjusted models, BMI was directly associated with the intake of processed meat, red meat, dairy and inversely associated with consumption of fruit, vegetables and whole grains. CONCLUSIONS: 23andMe research participants have created an opportunity for rapid, large-scale, real-time nutritional data collection, informing demographic, seasonal and spatial patterns with broad geographical coverage across the USA.


Subject(s)
Diet , Vegetables , Adult , Cross-Sectional Studies , Demography , Eating , Energy Intake , Feeding Behavior , Fruit , Humans , Nutrition Surveys
13.
Circulation ; 139(21): 2422-2436, 2019 05 21.
Article in English | MEDLINE | ID: mdl-30971107

ABSTRACT

BACKGROUND: Global dietary recommendations for and cardiovascular effects of linoleic acid, the major dietary omega-6 fatty acid, and its major metabolite, arachidonic acid, remain controversial. To address this uncertainty and inform international recommendations, we evaluated how in vivo circulating and tissue levels of linoleic acid (LA) and arachidonic acid (AA) relate to incident cardiovascular disease (CVD) across multiple international studies. METHODS: We performed harmonized, de novo, individual-level analyses in a global consortium of 30 prospective observational studies from 13 countries. Multivariable-adjusted associations of circulating and adipose tissue LA and AA biomarkers with incident total CVD and subtypes (coronary heart disease, ischemic stroke, cardiovascular mortality) were investigated according to a prespecified analytic plan. Levels of LA and AA, measured as the percentage of total fatty acids, were evaluated linearly according to their interquintile range (ie, the range between the midpoint of the first and fifth quintiles), and categorically by quintiles. Study-specific results were pooled using inverse-variance-weighted meta-analysis. Heterogeneity was explored by age, sex, race, diabetes mellitus, statin use, aspirin use, omega-3 levels, and fatty acid desaturase 1 genotype (when available). RESULTS: In 30 prospective studies with medians of follow-up ranging 2.5 to 31.9 years, 15 198 incident cardiovascular events occurred among 68 659 participants. Higher levels of LA were significantly associated with lower risks of total CVD, cardiovascular mortality, and ischemic stroke, with hazard ratios per interquintile range of 0.93 (95% CI, 0.88-0.99), 0.78 (0.70-0.85), and 0.88 (0.79-0.98), respectively, and nonsignificantly with lower coronary heart disease risk (0.94; 0.88-1.00). Relationships were similar for LA evaluated across quintiles. AA levels were not associated with higher risk of cardiovascular outcomes; in a comparison of extreme quintiles, higher levels were associated with lower risk of total CVD (0.92; 0.86-0.99). No consistent heterogeneity by population subgroups was identified in the observed relationships. CONCLUSIONS: In pooled global analyses, higher in vivo circulating and tissue levels of LA and possibly AA were associated with lower risk of major cardiovascular events. These results support a favorable role for LA in CVD prevention.


Subject(s)
Arachidonic Acid/blood , Cardiovascular Diseases/blood , Diet, Healthy , Dietary Fats/blood , Linoleic Acid/blood , Primary Prevention/methods , Risk Reduction Behavior , Aged , Biomarkers/blood , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/mortality , Cardiovascular Diseases/prevention & control , Dietary Fats/administration & dosage , Female , Humans , Linoleic Acid/administration & dosage , Male , Middle Aged , Nutritive Value , Observational Studies as Topic , Protective Factors , Recommended Dietary Allowances , Risk Assessment , Risk Factors
14.
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
15.
Sex Transm Dis ; 47(9): 628-633, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32530855

ABSTRACT

BACKGROUND: It is unclear how the characteristics of CD4 counts predict non-AIDS-defining human papillomavirus-related anogenital warts (AGWs) and anal high-grade squamous intraepithelial lesions/cancer (HSIL) in people living with HIV infection-1 (PLWH). We compared the associations between 3 CD4 counts measures and these disease outcomes in the study. METHODS: Retrospective sociobehavioral and clinical data from electronic health records of 4803 PLWH from 2006 to 2018 were included. Three different measurements of CD4 counts-(a) nadir, (b) median, and (c) trajectory-were estimated. Six CD4 trajectory groups were constructed using the group-based trajectory modeling from all patients older than 18 years with ≥3 clinical visits. Univariate and multivariable logistic regression models were used to assess the associations with AGW and HSIL, separately. RESULTS: A total of 408 AGW, 102 anal HSIL (43 HSIL, 59 cancer), 4 penile cancer, and 15 vaginal cancer cases were observed. Median CD4 (<200 cell/µL) was associated with AGW (odds ratio [OR], 2.2 [95% confidence interval {CI}, 1.6-3.0]), and anal HSIL (OR, 2.7 [95% CI, 1.5-5.0]; each, P < 0.001). Low nadir CD4 (<200 cell/µL) was associated with AGW (OR, 1.8 [95% CI, 1.3-2.6]) and anal HSIL (OR, 2.4 [95% CI, 1.2-4.7]; each, P ≤ 0.001). Different patterns (declining and sustained low CD4 counts) of CD4 trajectories showed the strongest associations with onset of both AGW (OR, 1.8-3.1) and HSIL (OR, 2.7-6.7). CONCLUSIONS: People living with HIV infection-1 with the same median CD4 could have very different CD4 trajectories, implying different dynamics of immune status. CD4 trajectory could be a better predictor of incident AGW and HSIL among PLWH.


Subject(s)
Anus Neoplasms , Condylomata Acuminata , HIV Infections , Papillomavirus Infections , Anus Neoplasms/epidemiology , Condylomata Acuminata/complications , Condylomata Acuminata/epidemiology , HIV Infections/complications , HIV Infections/epidemiology , Humans , Prevalence , Retrospective Studies
16.
Pediatr Diabetes ; 21(1): 40-47, 2020 02.
Article in English | MEDLINE | ID: mdl-31591761

ABSTRACT

OBJECTIVE: The incidence of type 1 diabetes has increased in the United States and worldwide. We hypothesized that trends in the annual incidence rates of childhood-onset type 1 diabetes in the state of Alabama would be different by race and sex. METHODS: We performed a retrospective observational cohort study, analyzing children with type 1 diabetes (n = 3770) managed at the Children's Hospital of Alabama between 2000 and 2017. We compared crude incidence rates using negative binomial regression models and analyzed differences in annual trends of age-adjusted incidence by race and sex using joinpoint regression. RESULTS: The crude type 1 diabetes incidence rate was estimated at 16.7 per 100 000 children <19 years of age in Alabama. Between 2000 and 2007, there was an increase in age-adjusted incidence of type 1 diabetes with an annual percent change (APC) of 10% from 2000 to 2007 and a 1.7% APC decrease from 2007 to 2017. The age-adjusted incidence for Whites and Blacks increased with an average annual percentage change (AAPC) of 4.4% and 2.8%, respectively. A nearly 11% increasing trend in age-adjusted incidence was observed for both races, though the increase plateaued in 2006 for Whites and 2010 for Blacks. CONCLUSIONS: Following significantly increasing annual trends for both races, the age-adjusted rate remained statistically stable for Whites and decreased significantly for Blacks. Longer-sustained trend increases for Blacks resulted in type 1 diabetes incidence tripling compared to the doubling of the rate for Whites.


Subject(s)
Black or African American/statistics & numerical data , Diabetes Mellitus, Type 1/epidemiology , White People/statistics & numerical data , Adolescent , Age Distribution , Alabama/epidemiology , Child , Child, Preschool , Diabetes Mellitus, Type 1/diagnosis , Female , Humans , Incidence , Infant , Male , Regression Analysis , Retrospective Studies , Sex Distribution , Young Adult
17.
BMC Infect Dis ; 20(1): 144, 2020 Feb 14.
Article in English | MEDLINE | ID: mdl-32059635

ABSTRACT

BACKGROUND: The southeastern US is an epicenter for incident HIV in the US with high prevalence of human papillomavirus (HPV) co-infections. However, epidemiologies of HPV-associated clinical conditions (CC) among people living with HIV-1 infection (PLWH) are not fully known. METHODS: Electronic medical records (EMR) of PLWH attending one of the leading HIV clinics in the southeastern US between 2006 and 2018 were reviewed and analyzed. The retrospective study was nested within the University of Alabama at Birmingham HIV clinical cohort, which has electronically collected over 7000 PLWH's clinical and sociobehavioral data since 1999. Incidence rates of HPV-related CC including anogenital warts, penile, anal, cervical, and vaginal/vulvar low- and high-grade squamous intraepithelial lesions (LSIL and HSIL) were estimated per 10,000 person years. Joinpoint regressions were performed to examine temporal changes in the trends of incident CC. All rates and trends were stratified by gender and race. RESULTS: Of the 4484 PLWH included in the study (3429 men, 1031 women, and 24 transgender), we observed 1038 patients with HPV-related CC. The median nadir CD4 count (cells/uL) was higher in the HPV-condition free group than the case groups (P < 0.0001). Anogenital warts, anal LSIL, HSIL, and cancer were more likely to be diagnosed among HIV-infected men than women. White men presented more frequently with anal LSIL and anal and penile cancers than black men (P < 0.03). White women were also more likely to be diagnosed with cervical HSIL (P = 0.023) and cancer (P = 0.037) than black women. CONCLUSIONS: There were significant differences between gender and race with incidence of HPV-related CC among HIV patients. EMR-based studies provide insights on understudied HPV-related anogenital conditions in PLWH; however, large-scale studies in other regions are needed to generalize current findings and draw public health attention to co-infection induced non-AIDS defining comorbidities among PLWH.


Subject(s)
HIV Infections/epidemiology , Papillomavirus Infections/epidemiology , Adult , Black or African American/statistics & numerical data , Anal Canal/virology , CD4 Lymphocyte Count , Cohort Studies , Comorbidity , Condylomata Acuminata/epidemiology , Condylomata Acuminata/virology , Female , HIV Infections/pathology , Humans , Incidence , Male , Middle Aged , Papillomavirus Infections/pathology , Prevalence , Retrospective Studies , Southeastern United States/epidemiology , White People/statistics & numerical data
18.
Lipids Health Dis ; 19(1): 153, 2020 Jun 25.
Article in English | MEDLINE | ID: mdl-32586392

ABSTRACT

BACKGROUND: The lipoprotein insulin resistance (LPIR) score was shown to predict insulin resistance (IR) and type 2 diabetes (T2D) in healthy adults. However, the molecular basis underlying the LPIR utility for classification remains unclear. OBJECTIVE: To identify small molecule lipids associated with variation in the LPIR score, a weighted index of lipoproteins measured by nuclear magnetic resonance, in the Genetics of Lipid Lowering Drugs and Diet Network (GOLDN) study (n = 980). METHODS: Linear mixed effects models were used to test the association between the LPIR score and 413 lipid species and their principal component analysis-derived groups. Significant associations were tested for replication with homeostatic model assessment-IR (HOMA-IR), a phenotype correlated with the LPIR score (r = 0.48, p <  0.001), in the Heredity and Phenotype Intervention (HAPI) Heart Study (n = 590). RESULTS: In GOLDN, 319 lipids were associated with the LPIR score (false discovery rate-adjusted p-values ranging from 4.59 × 10- 161 to 49.50 × 10- 3). Factors 1 (triglycerides and diglycerides/storage lipids) and 3 (mixed lipids) were positively (ß = 0.025, p = 4.52 × 10- 71 and ß = 0.021, p = 5.84 × 10- 41, respectively) and factor 2 (phospholipids/non-storage lipids) was inversely (ß = - 0.013, p = 2.28 × 10- 18) associated with the LPIR score. These findings were replicated for HOMA-IR in the HAPI Heart Study (ß = 0.10, p = 1.21 × 10- 02 for storage, ß = - 0.13, p = 3.14 × 10- 04 for non-storage, and ß = 0.19, p = 8.40 × 10- 07 for mixed lipids). CONCLUSIONS: Non-storage lipidomics species show a significant inverse association with the LPIR metabolic dysfunction score and present a promising focus for future therapeutic and prevention studies.


Subject(s)
Insulin Resistance/physiology , Lipids/blood , Adult , Aged , Body Mass Index , Diabetes Mellitus, Type 2/blood , Female , Humans , Lipidomics , Lipoproteins/blood , Male , Middle Aged , Triglycerides/blood , Waist Circumference
19.
Lipids Health Dis ; 18(1): 94, 2019 Apr 09.
Article in English | MEDLINE | ID: mdl-30967146

ABSTRACT

BACKGROUND: Obesity, widely recognized as a serious health concern, is characterized by profoundly altered metabolism. However, the intermediate metabolites involved in this change remain largely unknown. OBJECTIVE: We conducted targeted metabolomics profiling to identify moieties associated with adult obesity. METHODS: In this case-control study of Iranian adults, 200 obese patients were compared with 100 controls based on 104 metabolites profiled by a targeted metabolomic approach using liquid chromatography coupled to triple quadrupole mass spectrometry (LC-MS/MS). The analysis comprised acylcarnitines, diacyl-phosphatidylcholines (PCaa), acyl-alkyl-phosphatidylcholines (PCae), sphingomyelins (SM), lyso-phospholipids (LPC) and amino acids. We performed multivariable linear regression to identify metabolites associated with obesity, adjusting for age, sex, total energy intake, total physical activity, smoking, and alcohol consumption. The Bonferroni correction was used to adjust for multiple testing. RESULTS: A pattern of 19 metabolites was significantly associated with obesity. Branched chain amino acids, alanine, glutamic acid, proline, tyrosine LPCa C16:1, PCaa C32:1, PCaa C32:2 and PCaa C38:3 were positively, while serine, asparagine, LPCa C18:1, LPCa C18:2, LPCe C18:0, PCae C34:3, PCae C38:4 and PCae C40:6 were negatively associated with obesity (all p < 0.00048). CONCLUSIONS: A metabolomic profile containing 9 amino acids and 10 polar lipids may serve as a potential biomarker of adult obesity. Further studies are warranted to replicate these findings as well as investigate potential changes in this profile after weight reduction.


Subject(s)
Amino Acids/blood , Carnitine/analogs & derivatives , Lysophospholipids/blood , Obesity/blood , Phosphatidylcholines/blood , Sphingomyelins/blood , Adult , Alcohol Drinking/physiopathology , Amino Acids/classification , Biomarkers/blood , Body Mass Index , Carnitine/blood , Case-Control Studies , Chromatography, Liquid , Exercise , Female , Humans , Iran , Linear Models , Lysophospholipids/classification , Male , Metabolome , Metabolomics/methods , Obesity/diagnosis , Obesity/physiopathology , Phosphatidylcholines/classification , Smoking/physiopathology , Sphingomyelins/classification , Tandem Mass Spectrometry
20.
J Lipid Res ; 59(4): 722-729, 2018 04.
Article in English | MEDLINE | ID: mdl-29463568

ABSTRACT

Our understanding of genetic influences on the response of lipids to specific interventions is limited. In this study, we sought to elucidate effects of rare genetic variants on lipid response to a high-fat meal challenge and fenofibrate (FFB) therapy in the Genetics of Lipid Lowering Drugs and Diet Network (GOLDN) cohort using an exome-wide sequencing-based association study. Our results showed that the rare coding variants in ITGA7, SIPA1L2, and CEP72 are significantly associated with fasting LDL cholesterol response to FFB (P = 1.24E-07), triglyceride postprandial area under the increase (AUI) (P = 2.31E-06), and triglyceride postprandial AUI response to FFB (P = 1.88E-06), respectively. We sought to replicate the association for SIPA1L2 in the Heredity and Phenotype Intervention (HAPI) Heart Study, which included a high-fat meal challenge but not FFB treatment. The associated rare variants in GOLDN were not observed in the HAPI Heart study, and thus the gene-based result was not replicated. For functional validation, we found that gene transcript level of SIPA1L2 is associated with triglyceride postprandial AUI (P < 0.05) in GOLDN. Our study suggests unique genetic mechanisms contributing to the lipid response to the high-fat meal challenge and FFB therapy.


Subject(s)
Dietary Fats/administration & dosage , Fenofibrate/therapeutic use , Lipids/genetics , Cohort Studies , DNA Methylation/genetics , Exome , Fenofibrate/administration & dosage , Humans , Sequence Analysis, RNA , White People
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