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1.
Epidemiol Infect ; 152: e36, 2024 Feb 08.
Article in English | MEDLINE | ID: mdl-38326275

ABSTRACT

Aviation passenger screening has been used worldwide to mitigate the translocation risk of SARS-CoV-2. We present a model that evaluates factors in screening strategies used in air travel and assess their relative sensitivity and importance in identifying infectious passengers. We use adapted Monte Carlo simulations to produce hypothetical disease timelines for the Omicron variant of SARS-CoV-2 for travelling passengers. Screening strategy factors assessed include having one or two RT-PCR and/or antigen tests prior to departure and/or post-arrival, and quarantine length and compliance upon arrival. One or more post-arrival tests and high quarantine compliance were the most important factors in reducing pathogen translocation. Screening that combines quarantine and post-arrival testing can shorten the length of quarantine for travelers, and variability and mean testing sensitivity in post-arrival RT-PCR and antigen tests decrease and increase with the greater time between the first and second post-arrival test, respectively. This study provides insight into the role various screening strategy factors have in preventing the translocation of infectious diseases and a flexible framework adaptable to other existing or emerging diseases. Such findings may help in public health policy and decision-making in present and future evidence-based practices for passenger screening and pandemic preparedness.


Subject(s)
Air Travel , COVID-19 , Humans , COVID-19/diagnosis , COVID-19/epidemiology , COVID-19/prevention & control , SARS-CoV-2/genetics , Monte Carlo Method
2.
Hum Mol Genet ; 25(24): 5500-5512, 2016 12 15.
Article in English | MEDLINE | ID: mdl-28426890

ABSTRACT

Genome-wide association studies have identified over 150 loci associated with lipid traits, however, no large-scale studies exist for Hispanics and other minority populations. Additionally, the genetic architecture of lipid-influencing loci remains largely unknown. We performed one of the most racially/ethnically diverse fine-mapping genetic studies of HDL-C, LDL-C, and triglycerides to-date using SNPs on the MetaboChip array on 54,119 individuals: 21,304 African Americans, 19,829 Hispanic Americans, 12,456 Asians, and 530 American Indians. The majority of signals found in these groups generalize to European Americans. While we uncovered signals unique to racial/ethnic populations, we also observed systematically consistent lipid associations across these groups. In African Americans, we identified three novel signals associated with HDL-C (LPL, APOA5, LCAT) and two associated with LDL-C (ABCG8, DHODH). In addition, using this population, we refined the location for 16 out of the 58 known MetaboChip lipid loci. These results can guide tailored screening efforts, reveal population-specific responses to lipid-lowering medications, and aid in the development of new targeted drug therapies.


Subject(s)
Cholesterol, HDL/genetics , Cholesterol, LDL/genetics , Genome-Wide Association Study , Lipids/genetics , ATP Binding Cassette Transporter, Subfamily G, Member 8/genetics , Black or African American/genetics , Apolipoprotein A-V/genetics , Asian People/genetics , Female , Hispanic or Latino/genetics , Humans , Indians, North American/genetics , Lipoprotein Lipase/genetics , Male , Triglycerides/genetics
3.
PLoS Genet ; 9(8): e1003678, 2013.
Article in English | MEDLINE | ID: mdl-23950730

ABSTRACT

Systemic lupus erythematosus (SLE) is an autoimmune disease with known genetic, epigenetic, and environmental risk factors. To assess the role of DNA methylation in SLE, we collected CD4+ T-cells, CD19+ B-cells, and CD14+ monocytes from 49 SLE patients and 58 controls, and performed genome-wide DNA methylation analysis with Illumina Methylation 450 microarrays. We identified 166 CpGs in B-cells, 97 CpGs in monocytes, and 1,033 CpGs in T-cells with highly significant changes in DNA methylation levels (p < 1 × 10(-8)) among SLE patients. Common to all three cell-types were widespread and severe hypomethylation events near genes involved in interferon signaling (type I). These interferon-related changes were apparent in patients collected during active and quiescent stages of the disease, suggesting that epigenetically-mediated hypersensitivity to interferon persists beyond acute stages of the disease and is independent of circulating interferon levels. This interferon hypersensitivity was apparent in memory, naïve and regulatory T-cells, suggesting that this epigenetic state in lupus patients is established in progenitor cell populations. We also identified a widespread, but lower amplitude shift in methylation in CD4+ T-cells (> 16,000 CpGs at FDR < 1%) near genes involved in cell division and MAPK signaling. These cell type-specific effects are consistent with disease-specific changes in the composition of the CD4+ population and suggest that shifts in the proportion of CD4+ subtypes can be monitored at CpGs with subtype-specific DNA methylation patterns.


Subject(s)
CD4-Positive T-Lymphocytes/metabolism , DNA Methylation/genetics , Interferons/genetics , Lupus Erythematosus, Systemic/genetics , Antigens, CD19/metabolism , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , CD4-Positive T-Lymphocytes/immunology , Cell Lineage , CpG Islands/genetics , Epigenomics , Genome, Human , Humans , Interferons/immunology , Lupus Erythematosus, Systemic/immunology , Lupus Erythematosus, Systemic/pathology , Promoter Regions, Genetic , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism
4.
PLoS Genet ; 9(3): e1003379, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23555291

ABSTRACT

Genome-wide association studies (GWAS) have identified ~100 loci associated with blood lipid levels, but much of the trait heritability remains unexplained, and at most loci the identities of the trait-influencing variants remain unknown. We conducted a trans-ethnic fine-mapping study at 18, 22, and 18 GWAS loci on the Metabochip for their association with triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C), respectively, in individuals of African American (n = 6,832), East Asian (n = 9,449), and European (n = 10,829) ancestry. We aimed to identify the variants with strongest association at each locus, identify additional and population-specific signals, refine association signals, and assess the relative significance of previously described functional variants. Among the 58 loci, 33 exhibited evidence of association at P<1 × 10(-4) in at least one ancestry group. Sequential conditional analyses revealed that ten, nine, and four loci in African Americans, Europeans, and East Asians, respectively, exhibited two or more signals. At these loci, accounting for all signals led to a 1.3- to 1.8-fold increase in the explained phenotypic variance compared to the strongest signals. Distinct signals across ancestry groups were identified at PCSK9 and APOA5. Trans-ethnic analyses narrowed the signals to smaller sets of variants at GCKR, PPP1R3B, ABO, LCAT, and ABCA1. Of 27 variants reported previously to have functional effects, 74% exhibited the strongest association at the respective signal. In conclusion, trans-ethnic high-density genotyping and analysis confirm the presence of allelic heterogeneity, allow the identification of population-specific variants, and limit the number of candidate SNPs for functional studies.


Subject(s)
Apolipoproteins A/genetics , Genome-Wide Association Study , Proprotein Convertases/genetics , Serine Endopeptidases/genetics , Black or African American/genetics , Apolipoprotein A-V , Cholesterol, HDL/blood , Cholesterol, HDL/genetics , Cholesterol, LDL/blood , Cholesterol, LDL/genetics , Humans , Lipoproteins, HDL/blood , Lipoproteins, HDL/genetics , Lipoproteins, LDL/blood , Lipoproteins, LDL/genetics , Proprotein Convertase 9 , Triglycerides/blood , Triglycerides/genetics , White People/genetics
5.
PLoS Genet ; 9(6): e1003500, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23754948

ABSTRACT

Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.


Subject(s)
Anthropometry/methods , Body Weights and Measures , Genome-Wide Association Study , Sex Characteristics , Body Height/genetics , Body Mass Index , Body Weight/genetics , Female , Genetic Loci , Genome, Human , Humans , Male , Polymorphism, Single Nucleotide , Waist Circumference/genetics , Waist-Hip Ratio
6.
J Lipid Res ; 55(7): 1324-30, 2014 07.
Article in English | MEDLINE | ID: mdl-24711635

ABSTRACT

Lipoprotein subfractions help discriminate cardiometabolic disease risk. Genetic loci validated as associating with lipoprotein measures do not account for a large proportion of the individual variation in lipoprotein measures. We hypothesized that DNA methylation levels across the genome contribute to interindividual variation in lipoprotein measures. Using data from participants of the Genetics of Lipid Lowering Drugs and Diet Network (n = 663 for discovery and n = 331 for replication stages, respectively), we conducted the first systematic screen of the genome to determine associations between methylation status at ∼470,000 cytosine-guanine dinucleotide (CpG) sites in CD4(+) T cells and 14 lipoprotein subfraction measures. We modeled associations between methylation at each CpG site and each lipoprotein measure separately using linear mixed models, adjusted for age, sex, study site, cell purity, and family structure. We identified two CpGs, both in the carnitine palmitoyltransferase-1A (CPT1A) gene, which reached significant levels of association with VLDL and LDL subfraction parameters in both discovery and replication phases (P < 1.1 × 10(-7) in the discovery phase, P < .004 in the replication phase, and P < 1.1 × 10(-12) in the full sample). CPT1A is regulated by PPARα, a ligand for drugs used to reduce CVD. Our associations between methylation in CPT1A and lipoprotein measures highlight the epigenetic role of this gene in metabolic dysfunction.


Subject(s)
Carnitine O-Palmitoyltransferase/metabolism , CpG Islands , DNA Methylation , Genetic Loci , Lipoproteins, LDL/blood , Lipoproteins, VLDL/blood , Carnitine O-Palmitoyltransferase/genetics , Female , Humans , Lipoproteins, LDL/genetics , Lipoproteins, VLDL/genetics , Male
7.
Travel Med Infect Dis ; 43: 102133, 2021.
Article in English | MEDLINE | ID: mdl-34182036

ABSTRACT

BACKGROUND: As an emerging virus, SARS-CoV-2 and the risk of transmission during air travel is of high interest. This paper is a retrospective estimate of the probability of an infectious passenger in the air travel system transmitting the SARS-CoV-2 virus to a fellow passenger. METHODS: Literature was reviewed from May-September 2020 to identify COVID-19 cases related to air travel. The studies were limited to publicly available literature for passengers; studies of flight crews were not reviewed. A novel quantitative approach was developed to estimate air travel transmission risk that considers secondary cases, the overall passenger population, and correction factors for asymptomatic transmission and underreporting. RESULTS: There were at least 2866 index infectious passengers documented to have passed through the air travel system in a 1.4 billion passenger population. Using correction factors, the global risk of transmission during air travel is estimated at 1:1.7 million; acknowledging that assumptions exist around case detection rate and mass screenings. Uncertainty in the correction factors and a 95% credible interval indicate risk ranges from 1 case for every 712,000 travelers to 1 case for every 8 million travelers. CONCLUSION: The risk of COVID-19 transmission on an aircraft is low, even with infectious persons onboard.


Subject(s)
Air Travel , COVID-19 , Aircraft , Humans , Probability , Retrospective Studies , SARS-CoV-2 , Travel
8.
Sci Rep ; 11(1): 23329, 2021 12 02.
Article in English | MEDLINE | ID: mdl-34857807

ABSTRACT

To characterize the transport of respiratory pathogens during commercial air travel, Computational Fluid Dynamics simulations were performed to track particles expelled by coughing by a passenger assigned to different seats on a Boeing 737 aircraft. Simulation data were post-processed to calculate the amounts of particles inhaled by nearby passengers. Different airflow rates were used, as well as different initial conditions to account for random fluctuations of the flow field. Overall, 80% of the particles were removed from the cabin in 1.3-2.6 min, depending on conditions, and 95% of the particles were removed in 2.4-4.6 min. Reducing airflow increased particle dispersion throughout the cabin but did not increase the highest exposure of nearby passengers. The highest exposure was 0.3% of the nonvolatile mass expelled by the cough, and the median exposure for seats within 3 feet of the cough discharge was 0.1%, which was in line with recent experimental testing.


Subject(s)
Air Movements , Air Pollution, Indoor/analysis , Aircraft/instrumentation , Computer Simulation , Cough/pathology , Hydrodynamics , Lung/physiopathology , Humans
9.
FASEB J ; 23(2): 382-95, 2009 Feb.
Article in English | MEDLINE | ID: mdl-18827026

ABSTRACT

Limb regeneration requires the coordination of multiple stem cell populations to recapitulate the process of tissue formation. Therefore, bone marrow (BM) -derived cell regulation of skeletal muscle regeneration was examined in mice lacking the CC chemokine receptor 2 (CCR2). Myofiber size, numbers of myogenic progenitor cells (MPCs), and recruitment of BM-derived cells and macrophages were assessed after cardiotoxin-induced injury of chimeric mice produced by transplanting BM from wild-type (WT) or CCR2(-/-) mice into irradiated WT or CCR2(-/-) host mice. Regardless of the host genotype, muscle regeneration and recruitment of BM-derived cells and macrophages were similar in mice replenished with WT BM, whereas BM-derived cells and macrophage accumulation were decreased and muscle regeneration was impaired in all animals receiving CCR2(-/-) BM. Furthermore, numbers of MPCs (CD34(+)/Sca-1(-)/CD45(-) cells) were significantly increased in mice receiving CCR2(-/-) BM despite the decreased size of regenerated myofibers. Thus, the expression of CCR2 on BM-derived cells regulated macrophage recruitment into injured muscle, numbers of MPC, and the extent of regenerated myofiber size, all of which were independent of CCR2 expression on host-derived cells. Future studies in regenerative medicine must include consideration of the role of BM-derived cells, possibly macrophages, in CCR2-dependent events that regulate effective skeletal muscle regeneration.


Subject(s)
Bone Marrow Cells/cytology , Cell Differentiation , Muscle, Skeletal/cytology , Muscle, Skeletal/physiology , Regeneration , Animals , Antigens, CD34/metabolism , Antigens, Ly/metabolism , Bone Marrow Cells/drug effects , Bone Marrow Cells/metabolism , Bone Marrow Transplantation , Cardiotoxins/toxicity , Leukocyte Common Antigens/metabolism , Male , Membrane Proteins/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Muscle, Skeletal/injuries , Muscle, Skeletal/surgery , Receptors, CCR2/deficiency , Receptors, CCR2/genetics , Receptors, CCR2/metabolism , Stem Cells/cytology , Stem Cells/metabolism
10.
Am Surg ; 75(2): 133-9, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19280806

ABSTRACT

Computed tomography (CT) grading systems are often used clinically to forecast the need for interventions after abdominal trauma with solid organ injuries. We compared spleen and liver CT grading methods to determine their utility in predicting the need for operative intervention or angiographic embolization. Abdominal CT scans of 300 patients with spleen injuries, liver injuries, or both were evaluated by five trauma faculty members blinded to clinical outcomes. Studies were graded by American Association for the Surgery of Trauma criteria, a novel splenic injury CT grading system, and a novel liver injury grading system. The sensitivity and specificity of each methodology in predicting the need for intervention were calculated. The kappa statistic was used to determine interrater variability. Twenty-one per cent (39/189) of patients with splenic injuries visible on CT scans required interventions, whereas 14 per cent (21/154) of patients with liver injuries visible on CT required interventions. The overall sensitivity of all grading systems in predicting the need for surgery or angioembolization of the spleen or liver was poor; the specificity seemed to be fairly good. When evaluators were compared, the strength of agreement for the various scoring systems was only moderate. Anatomic CT grading systems are ineffective screening tools for excluding the need for operation or embolization after splenic or hepatic trauma. Although insensitive, CT is a good predictor (highly specific) of the need for intervention if certain definitive abnormalities are identified. Considerable inconsistency exists in interpretation of abdominal CT scans after trauma, even among experienced clinicians.


Subject(s)
Abdominal Injuries/diagnostic imaging , Liver/injuries , Spleen/injuries , Tomography, X-Ray Computed , Trauma Severity Indices , Wounds, Nonpenetrating/diagnostic imaging , Abdominal Injuries/therapy , Cohort Studies , Databases, Factual , Humans , Predictive Value of Tests , Retrospective Studies , Wounds, Nonpenetrating/therapy
11.
Nat Genet ; 49(7): 1113-1119, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28530674

ABSTRACT

Coronary artery disease (CAD) is a leading cause of morbidity and mortality worldwide. Although 58 genomic regions have been associated with CAD thus far, most of the heritability is unexplained, indicating that additional susceptibility loci await identification. An efficient discovery strategy may be larger-scale evaluation of promising associations suggested by genome-wide association studies (GWAS). Hence, we genotyped 56,309 participants using a targeted gene array derived from earlier GWAS results and performed meta-analysis of results with 194,427 participants previously genotyped, totaling 88,192 CAD cases and 162,544 controls. We identified 25 new SNP-CAD associations (P < 5 × 10-8, in fixed-effects meta-analysis) from 15 genomic regions, including SNPs in or near genes involved in cellular adhesion, leukocyte migration and atherosclerosis (PECAM1, rs1867624), coagulation and inflammation (PROCR, rs867186 (p.Ser219Gly)) and vascular smooth muscle cell differentiation (LMOD1, rs2820315). Correlation of these regions with cell-type-specific gene expression and plasma protein levels sheds light on potential disease mechanisms.


Subject(s)
Arteries/pathology , Coronary Artery Disease/genetics , Genome-Wide Association Study , Atherosclerosis/genetics , Cell Adhesion/genetics , Chemotaxis, Leukocyte/genetics , Coronary Artery Disease/pathology , Coronary Artery Disease/physiopathology , Energy Metabolism/genetics , Female , Genetic Predisposition to Disease , Genotype , Histone Code , Humans , Male , Muscle, Smooth, Vascular/pathology , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Risk Factors
12.
Front Genet ; 7: 23, 2016.
Article in English | MEDLINE | ID: mdl-26925097

ABSTRACT

DNA methylation levels vary markedly by cell-type makeup of a sample. Understanding these differences and estimating the cell-type makeup of a sample is an important aspect of studying DNA methylation. DNA from leukocytes in whole blood is simple to obtain and pervasive in research. However, leukocytes contain many distinct cell types and subtypes. We propose a two-stage model that estimates the proportions of six main cell types in whole blood (CD4+ T cells, CD8+ T cells, monocytes, B cells, granulocytes, and natural killer cells) as well as subtypes of T and B cells. Unlike previous methods that only estimate overall proportions of CD4+ T cell, CD8+ T cells, and B cells, our model is able to estimate proportions of naïve, memory, and regulatory CD4+ T cells as well as naïve and memory CD8+ T cells and naïve and memory B cells. Using real and simulated data, we are able to demonstrate that our model is able to reliably estimate proportions of these cell types and subtypes. In studies with DNA methylation data from Illumina's HumanMethylation450k arrays, our estimates will be useful both for testing for associations of cell type and subtype composition with phenotypes of interest as well as for adjustment purposes to prevent confounding in epigenetic association studies. Additionally, our method can be easily adapted for use with whole genome bisulfite sequencing (WGBS) data or any other genome-wide methylation data platform.

13.
PLoS One ; 11(10): e0165488, 2016.
Article in English | MEDLINE | ID: mdl-27792787

ABSTRACT

DNA methylation at CpG sites is both heritable and influenced by environment, but the relative contributions of each to DNA methylation levels are unclear. We conducted a heritability analysis of CpG methylation in human CD4+ cells across 975 individuals from 163 families in the Genetics of Lipid-lowering Drugs and Diet Network (GOLDN). Based on a broad-sense heritability (H2) value threshold of 0.4, we identified 20,575 highly heritable CpGs among the 174,445 most variable autosomal CpGs (SD > 0.02). Tests for associations of heritable CpGs with genotype at 2,145,360 SNPs using 717 of 975 individuals showed that ~74% were cis-meQTLs (< 1 Mb away from the CpG), 6% of CpGs exhibited trans-meQTL associations (>1 Mb away from the CpG or located on a different chromosome), and 20% of CpGs showed no strong significant associations with genotype (based on a p-value threshold of 1e-7). Genes proximal to the genotype independent heritable CpGs were enriched for functional terms related to regulation of T cell activation. These CpGs were also among those that distinguished T cells from other blood cell lineages. Compared to genes proximal to meQTL-associated heritable CpGs, genotype independent heritable CpGs were moderately enriched in the same genomic regions that escape erasure during primordial germ cell development and could carry potential for generational transmission.


Subject(s)
CD4-Positive T-Lymphocytes/metabolism , DNA Methylation , Pedigree , CpG Islands/genetics , Female , Humans , Male , Molecular Sequence Annotation , Polymorphism, Single Nucleotide , Quantitative Trait Loci/genetics
14.
Genome Biol ; 17(1): 255, 2016 12 12.
Article in English | MEDLINE | ID: mdl-27955697

ABSTRACT

BACKGROUND: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation. RESULTS: We performed a meta-analysis of epigenome-wide association studies (EWAS) of serum C-reactive protein (CRP), which is a sensitive marker of low-grade inflammation, in a large European population (n = 8863) and trans-ethnic replication in African Americans (n = 4111). We found differential methylation at 218 CpG sites to be associated with CRP (P < 1.15 × 10-7) in the discovery panel of European ancestry and replicated (P < 2.29 × 10-4) 58 CpG sites (45 unique loci) among African Americans. To further characterize the molecular and clinical relevance of the findings, we examined the association with gene expression, genetic sequence variants, and clinical outcomes. DNA methylation at nine (16%) CpG sites was associated with whole blood gene expression in cis (P < 8.47 × 10-5), ten (17%) CpG sites were associated with a nearby genetic variant (P < 2.50 × 10-3), and 51 (88%) were also associated with at least one related cardiometabolic entity (P < 9.58 × 10-5). An additive weighted score of replicated CpG sites accounted for up to 6% inter-individual variation (R2) of age-adjusted and sex-adjusted CRP, independent of known CRP-related genetic variants. CONCLUSION: We have completed an EWAS of chronic low-grade inflammation and identified many novel genetic loci underlying inflammation that may serve as targets for the development of novel therapeutic interventions for inflammation.


Subject(s)
C-Reactive Protein/genetics , Epigenesis, Genetic , Inflammation/genetics , Quantitative Trait Loci/genetics , Black or African American , CpG Islands/genetics , DNA Methylation/genetics , Female , Gene Expression , Genetic Variation , Genome-Wide Association Study , Humans , Inflammation/blood , Male , Nucleotide Motifs/genetics , White People
15.
Science ; 347(6229): 1436-41, 2015 Mar 27.
Article in English | MEDLINE | ID: mdl-25700176

ABSTRACT

Amyotrophic lateral sclerosis (ALS) is a devastating neurological disease with no effective treatment. We report the results of a moderate-scale sequencing study aimed at increasing the number of genes known to contribute to predisposition for ALS. We performed whole-exome sequencing of 2869 ALS patients and 6405 controls. Several known ALS genes were found to be associated, and TBK1 (the gene encoding TANK-binding kinase 1) was identified as an ALS gene. TBK1 is known to bind to and phosphorylate a number of proteins involved in innate immunity and autophagy, including optineurin (OPTN) and p62 (SQSTM1/sequestosome), both of which have also been implicated in ALS. These observations reveal a key role of the autophagic pathway in ALS and suggest specific targets for therapeutic intervention.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Autophagy/genetics , Exome/genetics , Genetic Predisposition to Disease , Protein Serine-Threonine Kinases/genetics , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Cell Cycle Proteins , Female , Genes , Genetic Association Studies , Humans , Male , Membrane Transport Proteins , Middle Aged , Protein Binding , Protein Serine-Threonine Kinases/metabolism , Risk , Sequence Analysis, DNA , Sequestosome-1 Protein , Transcription Factor TFIIIA/genetics , Transcription Factor TFIIIA/metabolism , Young Adult
16.
Genome Biol ; 14(9): R102, 2013.
Article in English | MEDLINE | ID: mdl-24034465

ABSTRACT

BACKGROUND: DNA methylation is an epigenetic modification that changes with age in human tissues, although the mechanisms and specificity of this process are still poorly understood. We compared CpG methylation changes with age across 283 human blood, brain, kidney, and skeletal muscle samples using methylation arrays to identify tissue-specific age effects. RESULTS: We found age-associated CpGs (ageCGs) that are both tissue-specific and common across tissues. Tissue-specific age CGs are frequently located outside CpG islands with decreased methylation, and common ageCGs show the opposite trend. AgeCGs are significantly associated with poorly expressed genes, but those with decreasing methylation are linked with higher tissue-specific expression levels compared with increasing methylation. Therefore, tissue-specific gene expression may protect against common age-dependent methylation. Distinguished from other tissues, skeletal muscle age CGs are more associated with expression, enriched near genes related to myofiber contraction, and closer to muscle-specific CTCF binding sites. Kidney-specific ageCGs are more increasingly methylated compared to other tissues as measured by affiliation with kidney-specific expressed genes. Underlying chromatin features also mark common and tissue-specific age effects reflective of poised and active chromatin states, respectively. In contrast with decreasingly methylated ageCGs, increasingly methylated ageCGs are also generally further from CTCF binding sites and enriched within lamina associated domains. CONCLUSIONS: Our data identified common and tissue-specific DNA methylation changes with age that are reflective of CpG landscape and suggests both common and unique alterations within human tissues. Our findings also indicate that a simple epigenetic drift model is insufficient to explain all age-related changes in DNA methylation.


Subject(s)
Chromatin/metabolism , DNA Methylation , Epigenesis, Genetic , Histones/metabolism , Repressor Proteins/blood , Adult , Aged , Aging , Binding Sites , Brain/metabolism , CCCTC-Binding Factor , Chromatin/chemistry , CpG Islands , Female , Histones/genetics , Humans , Kidney/metabolism , Male , Middle Aged , Muscle, Skeletal/metabolism , Oligonucleotide Array Sequence Analysis , Organ Specificity , Protein Binding , Protein Interaction Domains and Motifs , Repressor Proteins/genetics , Sequence Analysis, DNA , Tissue Array Analysis
17.
Nat Genet ; 45(1): 25-33, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23202125

ABSTRACT

Coronary artery disease (CAD) is the commonest cause of death. Here, we report an association analysis in 63,746 CAD cases and 130,681 controls identifying 15 loci reaching genome-wide significance, taking the number of susceptibility loci for CAD to 46, and a further 104 independent variants (r(2) < 0.2) strongly associated with CAD at a 5% false discovery rate (FDR). Together, these variants explain approximately 10.6% of CAD heritability. Of the 46 genome-wide significant lead SNPs, 12 show a significant association with a lipid trait, and 5 show a significant association with blood pressure, but none is significantly associated with diabetes. Network analysis with 233 candidate genes (loci at 10% FDR) generated 5 interaction networks comprising 85% of these putative genes involved in CAD. The four most significant pathways mapping to these networks are linked to lipid metabolism and inflammation, underscoring the causal role of these activities in the genetic etiology of CAD. Our study provides insights into the genetic basis of CAD and identifies key biological pathways.


Subject(s)
Coronary Artery Disease/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Adult , Aged , Asian People , Cell Line , Female , Gene Regulatory Networks , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Risk Factors , White People/genetics
18.
Atherosclerosis ; 222(1): 138-47, 2012 May.
Article in English | MEDLINE | ID: mdl-22361517

ABSTRACT

BACKGROUND: Candidate gene association studies for peripheral artery disease (PAD), including subclinical disease assessed with the ankle-brachial index (ABI), have been limited by the modest number of genes examined. We conducted a two stage meta-analysis of ∼50,000 SNPs across ∼2100 candidate genes to identify genetic variants for ABI. METHODS AND RESULTS: We studied subjects of European ancestry from 8 studies (n=21,547, 55% women, mean age 44-73 years) and African American ancestry from 5 studies (n=7267, 60% women, mean age 41-73 years) involved in the candidate gene association resource (CARe) consortium. In each ethnic group, additive genetic models were used (with each additional copy of the minor allele corresponding to the given beta) to test each SNP for association with continuous ABI (excluding ABI>1.40) and PAD (defined as ABI<0.90) using linear or logistic regression with adjustment for known PAD risk factors and population stratification. We then conducted a fixed-effects inverse-variance weighted meta-analyses considering a p<2×10(-6) to denote statistical significance. RESULTS: In the European ancestry discovery meta-analyses, rs2171209 in SYTL3 (ß=-0.007, p=6.02×10(-7)) and rs290481 in TCF7L2 (ß=-0.008, p=7.01×10(-7)) were significantly associated with ABI. None of the SNP associations for PAD were significant, though a SNP in CYP2B6 (p=4.99×10(-5)) was among the strongest associations. These 3 genes are linked to key PAD risk factors (lipoprotein(a), type 2 diabetes, and smoking behavior, respectively). We sought replication in 6 population-based and 3 clinical samples (n=15,440) for rs290481 and rs2171209. However, in the replication stage (rs2171209, p=0.75; rs290481, p=0.19) and in the combined discovery and replication analysis the SNP-ABI associations were no longer significant (rs2171209, p=1.14×10(-3); rs290481, p=8.88×10(-5)). In African Americans, none of the SNP associations for ABI or PAD achieved an experiment-wide level of significance. CONCLUSIONS: Genetic determinants of ABI and PAD remain elusive. Follow-up of these preliminary findings may uncover important biology given the known gene-risk factor associations. New and more powerful approaches to PAD gene discovery are warranted.


Subject(s)
Ankle Brachial Index , Peripheral Arterial Disease/genetics , Transcription Factor 7-Like 2 Protein/genetics , Adult , Black or African American , Aged , Aryl Hydrocarbon Hydroxylases/genetics , Cytochrome P-450 CYP2B6 , Female , Humans , Male , Middle Aged , Oxidoreductases, N-Demethylating/genetics , Peripheral Arterial Disease/epidemiology , Peripheral Arterial Disease/ethnology , Polymorphism, Single Nucleotide , Risk Factors , White People
19.
Circ Cardiovasc Genet ; 5(1): 100-12, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-22199011

ABSTRACT

BACKGROUND: Genetic determinants of peripheral arterial disease (PAD) remain largely unknown. To identify genetic variants associated with the ankle-brachial index (ABI), a noninvasive measure of PAD, we conducted a meta-analysis of genome-wide association study data from 21 population-based cohorts. METHODS AND RESULTS: Continuous ABI and PAD (ABI ≤0.9) phenotypes adjusted for age and sex were examined. Each study conducted genotyping and imputed data to the ≈2.5 million single nucleotide polymorphisms (SNPs) in HapMap. Linear and logistic regression models were used to test each SNP for association with ABI and PAD using additive genetic models. Study-specific data were combined using fixed effects inverse variance weighted meta-analyses. There were a total of 41 692 participants of European ancestry (≈60% women, mean ABI 1.02 to 1.19), including 3409 participants with PAD and with genome-wide association study data available. In the discovery meta-analysis, rs10757269 on chromosome 9 near CDKN2B had the strongest association with ABI (ß=-0.006, P=2.46×10(-8)). We sought replication of the 6 strongest SNP associations in 5 population-based studies and 3 clinical samples (n=16 717). The association for rs10757269 strengthened in the combined discovery and replication analysis (P=2.65×10(-9)). No other SNP associations for ABI or PAD achieved genome-wide significance. However, 2 previously reported candidate genes for PAD and 1 SNP associated with coronary artery disease were associated with ABI: DAB21P (rs13290547, P=3.6×10(-5)), CYBA (rs3794624, P=6.3×10(-5)), and rs1122608 (LDLR, P=0.0026). CONCLUSIONS: Genome-wide association studies in more than 40 000 individuals identified 1 genome wide significant association on chromosome 9p21 with ABI. Two candidate genes for PAD and 1 SNP for coronary artery disease are associated with ABI.


Subject(s)
Ankle Brachial Index , Chromosomes, Human, Pair 9 , Genome-Wide Association Study , Adult , Age Factors , Aged , Aged, 80 and over , Alleles , Cohort Studies , Cyclin-Dependent Kinase Inhibitor p15/genetics , Female , Genotype , HapMap Project , Humans , Logistic Models , Male , Middle Aged , Peripheral Vascular Diseases/genetics , Phenotype , Polymorphism, Single Nucleotide , Risk Factors , Sex Factors
20.
Am J Physiol Regul Integr Comp Physiol ; 293(2): R651-61, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17522124

ABSTRACT

The regulation of vascular endothelial growth factor (VEGF) levels and angiogenic events during skeletal muscle regeneration remains largely unknown. This study examined angiogenesis, VEGF levels, and muscle regeneration after cardiotoxin (CT)-induced injury in mice lacking the CC chemokine receptor 2 (CCR2). Muscle regeneration was significantly decreased in CCR2-/- mice as was the early accumulation of macrophages after injury. In both mouse strains, tissue VEGF was similar at baseline (no injections) and significantly decreased at day 3 post-CT. Tissue VEGF in wild-type (WT) mice was restored within 7 days postinjury but remained significantly reduced in CCR2-/- mice until day 21. Capillary density (capillaries/mm(2)) within regenerating muscle was maximal in WT mice at day 7 and double that of baseline muscle. In comparison, maximal capillary density in CCR2-/- mice occurred at 21 days postinjury. Maximal capillary density developed concurrent with the restoration of tissue VEGF in both strains. A highly significant, inverse relationship existed between the size of regenerated muscle fibers and capillaries per square millimeter. Although this relationship was comparable in WT and CCR2-/- animals, there was a significant decrease in the magnitude of this response in the absence of CCR2, reflecting the observation that regenerated muscle fiber size in CCR2-/- mice was only 50% of baseline at 42 days postinjury, whereas WT mice had attained baseline fiber size by day 21. Thus CCR2-dependent events in injured skeletal muscle, including impaired macrophage recruitment, contribute to restoration of tissue VEGF levels and the dynamic processes of capillary formation and muscle regeneration.


Subject(s)
Muscle, Skeletal/physiology , Neovascularization, Physiologic/physiology , Receptors, Chemokine/genetics , Regeneration/physiology , Vascular Endothelial Growth Factor A/metabolism , Adipose Tissue , Animals , Capillaries/physiology , Chemokine CCL2/metabolism , Cobra Cardiotoxin Proteins , Female , Male , Mice , Mice, Inbred C57BL , Mice, Mutant Strains , Muscle Fibers, Skeletal/pathology , Muscle Proteins/physiology , Muscle, Skeletal/blood supply , Muscle, Skeletal/injuries , Muscle, Skeletal/pathology , Myositis/chemically induced , Myositis/pathology , Myositis/physiopathology , Organ Size , Receptors, CCR2 , Receptors, Chemokine/metabolism
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