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1.
Nature ; 607(7917): 97-103, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35255492

RESUMEN

Critical COVID-19 is caused by immune-mediated inflammatory lung injury. Host genetic variation influences the development of illness requiring critical care1 or hospitalization2-4 after infection with SARS-CoV-2. The GenOMICC (Genetics of Mortality in Critical Care) study enables the comparison of genomes from individuals who are critically ill with those of population controls to find underlying disease mechanisms. Here we use whole-genome sequencing in 7,491 critically ill individuals compared with 48,400 controls to discover and replicate 23 independent variants that significantly predispose to critical COVID-19. We identify 16 new independent associations, including variants within genes that are involved in interferon signalling (IL10RB and PLSCR1), leucocyte differentiation (BCL11A) and blood-type antigen secretor status (FUT2). Using transcriptome-wide association and colocalization to infer the effect of gene expression on disease severity, we find evidence that implicates multiple genes-including reduced expression of a membrane flippase (ATP11A), and increased expression of a mucin (MUC1)-in critical disease. Mendelian randomization provides evidence in support of causal roles for myeloid cell adhesion molecules (SELE, ICAM5 and CD209) and the coagulation factor F8, all of which are potentially druggable targets. Our results are broadly consistent with a multi-component model of COVID-19 pathophysiology, in which at least two distinct mechanisms can predispose to life-threatening disease: failure to control viral replication; or an enhanced tendency towards pulmonary inflammation and intravascular coagulation. We show that comparison between cases of critical illness and population controls is highly efficient for the detection of therapeutically relevant mechanisms of disease.


Asunto(s)
COVID-19 , Enfermedad Crítica , Genoma Humano , Interacciones Huésped-Patógeno , Secuenciación Completa del Genoma , Transportadoras de Casetes de Unión a ATP , COVID-19/genética , COVID-19/mortalidad , COVID-19/patología , COVID-19/virología , Moléculas de Adhesión Celular , Cuidados Críticos , Enfermedad Crítica/mortalidad , Selectina E , Factor VIII , Fucosiltransferasas , Genoma Humano/genética , Estudio de Asociación del Genoma Completo , Interacciones Huésped-Patógeno/genética , Humanos , Subunidad beta del Receptor de Interleucina-10 , Lectinas Tipo C , Mucina-1 , Proteínas del Tejido Nervioso , Proteínas de Transferencia de Fosfolípidos , Receptores de Superficie Celular , Proteínas Represoras , SARS-CoV-2/patogenicidad , Galactósido 2-alfa-L-Fucosiltransferasa
2.
Proc Natl Acad Sci U S A ; 120(1): e2207544120, 2023 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-36574663

RESUMEN

A growing body of work has addressed human adaptations to diverse environments using genomic data, but few studies have connected putatively selected alleles to phenotypes, much less among underrepresented populations such as Amerindians. Studies of natural selection and genotype-phenotype relationships in underrepresented populations hold potential to uncover previously undescribed loci underlying evolutionarily and biomedically relevant traits. Here, we worked with the Tsimane and the Moseten, two Amerindian populations inhabiting the Bolivian lowlands. We focused most intensively on the Tsimane, because long-term anthropological work with this group has shown that they have a high burden of both macro and microparasites, as well as minimal cardiometabolic disease or dementia. We therefore generated genome-wide genotype data for Tsimane individuals to study natural selection, and paired this with blood mRNA-seq as well as cardiometabolic and immune biomarker data generated from a larger sample that included both populations. In the Tsimane, we identified 21 regions that are candidates for selective sweeps, as well as 5 immune traits that show evidence for polygenic selection (e.g., C-reactive protein levels and the response to coronaviruses). Genes overlapping candidate regions were strongly enriched for known involvement in immune-related traits, such as abundance of lymphocytes and eosinophils. Importantly, we were also able to draw on extensive phenotype information for the Tsimane and Moseten and link five regions (containing PSD4, MUC21 and MUC22, TOX2, ANXA6, and ABCA1) with biomarkers of immune and metabolic function. Together, our work highlights the utility of pairing evolutionary analyses with anthropological and biomedical data to gain insight into the genetic basis of health-related traits.


Asunto(s)
Genética de Población , Estado de Salud , Humanos , Biomarcadores , Bolivia , Genómica , Genotipo , Fenotipo , Polimorfismo de Nucleótido Simple , Selección Genética , Genoma Humano
3.
Am J Hum Genet ; 109(4): 669-679, 2022 04 07.
Artículo en Inglés | MEDLINE | ID: mdl-35263625

RESUMEN

One mechanism by which genetic factors influence complex traits and diseases is altering gene expression. Direct measurement of gene expression in relevant tissues is rarely tenable; however, genetically regulated gene expression (GReX) can be estimated using prediction models derived from large multi-omic datasets. These approaches have led to the discovery of many gene-trait associations, but whether models derived from predominantly European ancestry (EA) reference panels can map novel associations in ancestrally diverse populations remains unclear. We applied PrediXcan to impute GReX in 51,520 ancestrally diverse Population Architecture using Genomics and Epidemiology (PAGE) participants (35% African American, 45% Hispanic/Latino, 10% Asian, and 7% Hawaiian) across 25 key cardiometabolic traits and relevant tissues to identify 102 novel associations. We then compared associations in PAGE to those in a random subset of 50,000 White British participants from UK Biobank (UKBB50k) for height and body mass index (BMI). We identified 517 associations across 47 tissues in PAGE but not UKBB50k, demonstrating the importance of diverse samples in identifying trait-associated GReX. We observed that variants used in PrediXcan models were either more or less differentiated across continental-level populations than matched-control variants depending on the specific population reflecting sampling bias. Additionally, variants from identified genes specific to either PAGE or UKBB50k analyses were more ancestrally differentiated than those in genes detected in both analyses, underlining the value of population-specific discoveries. This suggests that while EA-derived transcriptome imputation models can identify new associations in non-EA populations, models derived from closely matched reference panels may yield further insights. Our findings call for more diversity in reference datasets of tissue-specific gene expression.


Asunto(s)
Enfermedades Cardiovasculares , Estudio de Asociación del Genoma Completo , Predisposición Genética a la Enfermedad , Humanos , Estilo de Vida , Polimorfismo de Nucleótido Simple , Transcriptoma
4.
Nature ; 570(7762): 514-518, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31217584

RESUMEN

Genome-wide association studies (GWAS) have laid the foundation for investigations into the biology of complex traits, drug development and clinical guidelines. However, the majority of discovery efforts are based on data from populations of European ancestry1-3. In light of the differential genetic architecture that is known to exist between populations, bias in representation can exacerbate existing disease and healthcare disparities. Critical variants may be missed if they have a low frequency or are completely absent in European populations, especially as the field shifts its attention towards rare variants, which are more likely to be population-specific4-10. Additionally, effect sizes and their derived risk prediction scores derived in one population may not accurately extrapolate to other populations11,12. Here we demonstrate the value of diverse, multi-ethnic participants in large-scale genomic studies. The Population Architecture using Genomics and Epidemiology (PAGE) study conducted a GWAS of 26 clinical and behavioural phenotypes in 49,839 non-European individuals. Using strategies tailored for analysis of multi-ethnic and admixed populations, we describe a framework for analysing diverse populations, identify 27 novel loci and 38 secondary signals at known loci, as well as replicate 1,444 GWAS catalogue associations across these traits. Our data show evidence of effect-size heterogeneity across ancestries for published GWAS associations, substantial benefits for fine-mapping using diverse cohorts and insights into clinical implications. In the United States-where minority populations have a disproportionately higher burden of chronic conditions13-the lack of representation of diverse populations in genetic research will result in inequitable access to precision medicine for those with the highest burden of disease. We strongly advocate for continued, large genome-wide efforts in diverse populations to maximize genetic discovery and reduce health disparities.


Asunto(s)
Pueblo Asiatico/genética , Población Negra/genética , Estudio de Asociación del Genoma Completo/métodos , Hispánicos o Latinos/genética , Grupos Minoritarios , Herencia Multifactorial/genética , Salud de la Mujer , Estatura/genética , Estudios de Cohortes , Femenino , Genética Médica/métodos , Equidad en Salud/tendencias , Disparidades en el Estado de Salud , Humanos , Masculino , Estados Unidos
5.
J Med Genet ; 61(7): 699-706, 2024 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-38663984

RESUMEN

BACKGROUND: Clubfoot, presenting as a rigid inward and downward turning of the foot, is one of the most common congenital musculoskeletal anomalies. The aetiology of clubfoot is poorly understood and variants in known clubfoot disease genes account for only a small portion of the heritability. METHODS: Exome sequence data were generated from 1190 non-syndromic clubfoot cases and their family members from multiple ethnicities. Ultra-rare variant burden analysis was performed comparing 857 unrelated clubfoot cases with European ancestry with two independent ethnicity-matched control groups (1043 in-house and 56 885 gnomAD controls). Additional variants in prioritised genes were identified in a larger cohort, including probands with non-European ancestry. Segregation analysis was performed in multiplex families when available. RESULTS: Rare variants in 29 genes were enriched in clubfoot cases, including PITX1 (a known clubfoot disease gene), HOXD12, COL12A1, COL9A3 and LMX1B. In addition, rare variants in posterior HOX genes (HOX9-13) were enriched overall in clubfoot cases. In total, variants in these genes were present in 8.4% (100/1190) of clubfoot cases with both European and non-European ancestry. Among these, 3 are de novo and 22 show variable penetrance, including 4 HOXD12 variants that segregate with clubfoot. CONCLUSION: We report HOXD12 as a novel clubfoot disease gene and demonstrate a phenotypic expansion of known disease genes (myopathy gene COL12A1, Ehlers-Danlos syndrome gene COL9A3 and nail-patella syndrome gene LMX1B) to include isolated clubfoot.


Asunto(s)
Pie Equinovaro , Secuenciación del Exoma , Proteínas de Homeodominio , Humanos , Pie Equinovaro/genética , Pie Equinovaro/patología , Proteínas de Homeodominio/genética , Masculino , Femenino , Factores de Transcripción/genética , Predisposición Genética a la Enfermedad , Exoma/genética , Linaje
6.
Am J Hum Genet ; 108(7): 1350-1355, 2021 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-34115965

RESUMEN

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) causes coronavirus disease 2019 (COVID-19), a respiratory illness that can result in hospitalization or death. We used exome sequence data to investigate associations between rare genetic variants and seven COVID-19 outcomes in 586,157 individuals, including 20,952 with COVID-19. After accounting for multiple testing, we did not identify any clear associations with rare variants either exome wide or when specifically focusing on (1) 13 interferon pathway genes in which rare deleterious variants have been reported in individuals with severe COVID-19, (2) 281 genes located in susceptibility loci identified by the COVID-19 Host Genetics Initiative, or (3) 32 additional genes of immunologic relevance and/or therapeutic potential. Our analyses indicate there are no significant associations with rare protein-coding variants with detectable effect sizes at our current sample sizes. Analyses will be updated as additional data become available, and results are publicly available through the Regeneron Genetics Center COVID-19 Results Browser.


Asunto(s)
COVID-19/diagnóstico , COVID-19/genética , Secuenciación del Exoma , Exoma/genética , Predisposición Genética a la Enfermedad , Hospitalización/estadística & datos numéricos , COVID-19/inmunología , COVID-19/terapia , Femenino , Humanos , Interferones/genética , Masculino , Pronóstico , SARS-CoV-2 , Tamaño de la Muestra
7.
Am J Hum Genet ; 108(4): 564-582, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33713608

RESUMEN

Although many loci have been associated with height in European ancestry populations, very few have been identified in African ancestry individuals. Furthermore, many of the known loci have yet to be generalized to and fine-mapped within a large-scale African ancestry sample. We performed sex-combined and sex-stratified meta-analyses in up to 52,764 individuals with height and genome-wide genotyping data from the African Ancestry Anthropometry Genetics Consortium (AAAGC). We additionally combined our African ancestry meta-analysis results with published European genome-wide association study (GWAS) data. In the African ancestry analyses, we identified three novel loci (SLC4A3, NCOA2, ECD/FAM149B1) in sex-combined results and two loci (CRB1, KLF6) in women only. In the African plus European sex-combined GWAS, we identified an additional three novel loci (RCCD1, G6PC3, CEP95) which were equally driven by AAAGC and European results. Among 39 genome-wide significant signals at known loci, conditioning index SNPs from European studies identified 20 secondary signals. Two of the 20 new secondary signals and none of the 8 novel loci had minor allele frequencies (MAF) < 5%. Of 802 known European height signals, 643 displayed directionally consistent associations with height, of which 205 were nominally significant (p < 0.05) in the African ancestry sex-combined sample. Furthermore, 148 of 241 loci contained ≤20 variants in the credible sets that jointly account for 99% of the posterior probability of driving the associations. In summary, trans-ethnic meta-analyses revealed novel signals and further improved fine-mapping of putative causal variants in loci shared between African and European ancestry populations.


Asunto(s)
Población Negra/genética , Estatura/genética , Estudio de Asociación del Genoma Completo , África/etnología , Negro o Afroamericano/genética , Europa (Continente)/etnología , Femenino , Humanos , Masculino , Polimorfismo de Nucleótido Simple/genética
8.
Hum Mol Genet ; 30(22): 2190-2204, 2021 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-34165540

RESUMEN

Central obesity is a leading health concern with a great burden carried by ethnic minority populations, especially Hispanics/Latinos. Genetic factors contribute to the obesity burden overall and to inter-population differences. We aimed to identify the loci associated with central adiposity measured as waist-to-hip ratio (WHR), waist circumference (WC) and hip circumference (HIP) adjusted for body mass index (adjBMI) by using the Hispanic Community Health Study/Study of Latinos (HCHS/SOL); determine if differences in associations differ by background group within HCHS/SOL and determine whether previously reported associations generalize to HCHS/SOL. Our analyses included 7472 women and 5200 men of mainland (Mexican, Central and South American) and Caribbean (Puerto Rican, Cuban and Dominican) background residing in the USA. We performed genome-wide association analyses stratified and combined across sexes using linear mixed-model regression. We identified 16 variants for waist-to-hip ratio adjusted for body mass index (WHRadjBMI), 22 for waist circumference adjusted for body mass index (WCadjBMI) and 28 for hip circumference adjusted for body mass index (HIPadjBMI), which reached suggestive significance (P < 1 × 10-6). Many loci exhibited differences in strength of associations by ethnic background and sex. We brought a total of 66 variants forward for validation in cohorts (N = 34 161) with participants of Hispanic/Latino, African and European descent. We confirmed four novel loci (P < 0.05 and consistent direction of effect, and P < 5 × 10-8 after meta-analysis), including two for WHRadjBMI (rs13301996, rs79478137); one for WCadjBMI (rs3168072) and one for HIPadjBMI (rs28692724). Also, we generalized previously reported associations to HCHS/SOL, (8 for WHRadjBMI, 10 for WCadjBMI and 12 for HIPadjBMI). Our study highlights the importance of large-scale genomic studies in ancestrally diverse Hispanic/Latino populations for identifying and characterizing central obesity susceptibility that may be ancestry-specific.


Asunto(s)
Adiposidad/genética , Distribución de la Grasa Corporal , Estudio de Asociación del Genoma Completo , Hispánicos o Latinos/genética , Carácter Cuantitativo Heredable , Alelos , Humanos , Polimorfismo de Nucleótido Simple
9.
Hum Genet ; 142(10): 1477-1489, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37658231

RESUMEN

Inadequate representation of non-European ancestry populations in genome-wide association studies (GWAS) has limited opportunities to isolate functional variants. Fine-mapping in multi-ancestry populations should improve the efficiency of prioritizing variants for functional interrogation. To evaluate this hypothesis, we leveraged ancestry architecture to perform comparative GWAS and fine-mapping of obesity-related phenotypes in European ancestry populations from the UK Biobank (UKBB) and multi-ancestry samples from the Population Architecture for Genetic Epidemiology (PAGE) consortium with comparable sample sizes. In the investigated regions with genome-wide significant associations for obesity-related traits, fine-mapping in our ancestrally diverse sample led to 95% and 99% credible sets (CS) with fewer variants than in the European ancestry sample. Lead fine-mapped variants in PAGE regions had higher average coding scores, and higher average posterior probabilities for causality compared to UKBB. Importantly, 99% CS in PAGE loci contained strong expression quantitative trait loci (eQTLs) in adipose tissues or harbored more variants in tighter linkage disequilibrium (LD) with eQTLs. Leveraging ancestrally diverse populations with heterogeneous ancestry architectures, coupled with functional annotation, increased fine-mapping efficiency and performance, and reduced the set of candidate variants for consideration for future functional studies. Significant overlap in genetic causal variants across populations suggests generalizability of genetic mechanisms underpinning obesity-related traits across populations.


Asunto(s)
Estudio de Asociación del Genoma Completo , Obesidad , Humanos , Epidemiología Molecular , Desequilibrio de Ligamiento , Obesidad/genética , Sitios de Carácter Cuantitativo/genética
10.
Nature ; 542(7640): 186-190, 2017 02 09.
Artículo en Inglés | MEDLINE | ID: mdl-28146470

RESUMEN

Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.


Asunto(s)
Estatura/genética , Frecuencia de los Genes/genética , Variación Genética/genética , Proteínas ADAMTS/genética , Adulto , Alelos , Moléculas de Adhesión Celular/genética , Femenino , Genoma Humano/genética , Glicoproteínas/genética , Glicoproteínas/metabolismo , Glicosaminoglicanos/biosíntesis , Proteínas Hedgehog/genética , Humanos , Péptidos y Proteínas de Señalización Intercelular/genética , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Factores Reguladores del Interferón/genética , Subunidad alfa del Receptor de Interleucina-11/genética , Masculino , Herencia Multifactorial/genética , NADPH Oxidasa 4 , NADPH Oxidasas/genética , Fenotipo , Proteína Plasmática A Asociada al Embarazo/metabolismo , Procolágeno N-Endopeptidasa/genética , Proteoglicanos/biosíntesis , Proteolisis , Receptores Androgénicos/genética , Somatomedinas/metabolismo
11.
Am J Respir Crit Care Med ; 206(3): 321-336, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35536696

RESUMEN

Rationale: Methylation integrates factors present at birth and modifiable across the lifespan that can influence pulmonary function. Studies are limited in scope and replication. Objectives: To conduct large-scale epigenome-wide meta-analyses of blood DNA methylation and pulmonary function. Methods: Twelve cohorts analyzed associations of methylation at cytosine-phosphate-guanine probes (CpGs), using Illumina 450K or EPIC/850K arrays, with FEV1, FVC, and FEV1/FVC. We performed multiancestry epigenome-wide meta-analyses (total of 17,503 individuals; 14,761 European, 2,549 African, and 193 Hispanic/Latino ancestries) and interpreted results using integrative epigenomics. Measurements and Main Results: We identified 1,267 CpGs (1,042 genes) differentially methylated (false discovery rate, <0.025) in relation to FEV1, FVC, or FEV1/FVC, including 1,240 novel and 73 also related to chronic obstructive pulmonary disease (1,787 cases). We found 294 CpGs unique to European or African ancestry and 395 CpGs unique to never or ever smokers. The majority of significant CpGs correlated with nearby gene expression in blood. Findings were enriched in key regulatory elements for gene function, including accessible chromatin elements, in both blood and lung. Sixty-nine implicated genes are targets of investigational or approved drugs. One example novel gene highlighted by integrative epigenomic and druggable target analysis is TNFRSF4. Mendelian randomization and colocalization analyses suggest that epigenome-wide association study signals capture causal regulatory genomic loci. Conclusions: We identified numerous novel loci differentially methylated in relation to pulmonary function; few were detected in large genome-wide association studies. Integrative analyses highlight functional relevance and potential therapeutic targets. This comprehensive discovery of potentially modifiable, novel lung function loci expands knowledge gained from genetic studies, providing insights into lung pathogenesis.


Asunto(s)
Metilación de ADN , Epigenoma , Islas de CpG , Metilación de ADN/genética , Epigénesis Genética/genética , Epigenómica , Estudio de Asociación del Genoma Completo , Humanos , Recién Nacido , Pulmón
12.
Am J Epidemiol ; 191(10): 1700-1709, 2022 09 28.
Artículo en Inglés | MEDLINE | ID: mdl-35467716

RESUMEN

Growth in early infancy is hypothesized to affect chronic disease risk factors later in life. To date, most reports draw on European-ancestry cohorts with few repeated observations in early infancy. We investigated the association between infant growth before 6 months and lipid levels in adolescents in a Hispanic/Latino cohort. We characterized infant growth from birth to 5 months in male (n = 311) and female (n = 285) infants from the Santiago Longitudinal Study (1991-1996) using 3 metrics: weight (kg), length (cm), and weight-for-length (g/cm). Superimposition by translation and rotation (SITAR) and latent growth mixture models (LGMMs) were used to estimate the association between infant growth characteristics and lipid levels at age 17 years. We found a positive relationship between the SITAR length velocity parameter before 6 months of age and high-density lipoprotein cholesterol levels in adolescence (11.5, 95% confidence interval; 3.4, 19.5), indicating higher high-density lipoprotein cholesterol levels occurring with faster length growth. The strongest associations from the LGMMs were between higher low-density lipoprotein cholesterol and slower weight-for-length growth, following a pattern of associations between slower growth and adverse lipid profiles. Further research in this window of time can confirm the association between early infant growth as an exposure and adolescent cardiovascular disease risk factors.


Asunto(s)
Lipoproteínas HDL , Adolescente , Chile/epidemiología , LDL-Colesterol , Estudios de Cohortes , Femenino , Humanos , Lactante , Estudios Longitudinales , Masculino
13.
Pediatr Res ; 92(2): 563-571, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-34645953

RESUMEN

BACKGROUND: Metabolic regulation plays a significant role in energy homeostasis, and adolescence is a crucial life stage for the development of cardiometabolic disease (CMD). This study aims to investigate the genetic determinants of metabolic biomarkers-adiponectin, leptin, ghrelin, and orexin-and their associations with CMD risk factors. METHODS: We characterized the genetic determinants of the biomarkers among Hispanic/Latino adolescents of the Santiago Longitudinal Study (SLS) and identified the cumulative effects of genetic variants on adiponectin and leptin using biomarker polygenic risk scores (PRS). We further investigated the direct and indirect effect of the biomarker PRS on downstream body fat percent (BF%) and glycemic traits using structural equation modeling. RESULTS: We identified putatively novel genetic variants associated with the metabolic biomarkers. A substantial amount of biomarker variance was explained by SLS-specific PRS, and the prediction was improved by including the putatively novel loci. Fasting blood insulin and insulin resistance were associated with PRS for adiponectin, leptin, and ghrelin, and BF% was associated with PRS for adiponectin and leptin. We found evidence of substantial mediation of these associations by the biomarker levels. CONCLUSIONS: The genetic underpinnings of metabolic biomarkers can affect the early development of CMD, partly mediated by the biomarkers. IMPACT: This study characterized the genetic underpinnings of four metabolic hormones and investigated their potential influence on adiposity and insulin biology among Hispanic/Latino adolescents. Fasting blood insulin and insulin resistance were associated with polygenic risk score (PRS) for adiponectin, leptin, and ghrelin, with evidence of some degree of mediation by the biomarker levels. Body fat percent (BF%) was also associated with PRS for adiponectin and leptin. This provides important insight on biological mechanisms underlying early metabolic dysfunction and reveals candidates for prevention efforts. Our findings also highlight the importance of ancestrally diverse populations to facilitate valid studies of the genetic architecture of metabolic biomarker levels.


Asunto(s)
Enfermedades Cardiovasculares , Resistencia a la Insulina , Adiponectina/genética , Adolescente , Biomarcadores , Enfermedades Cardiovasculares/genética , Ghrelina/genética , Hispánicos o Latinos/genética , Humanos , Insulina , Resistencia a la Insulina/genética , Leptina , Estudios Longitudinales , Orexinas
14.
Environ Res ; 212(Pt C): 113360, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35500859

RESUMEN

Epigenetic mechanisms may underlie air pollution-health outcome associations. We estimated gaseous air pollutant-DNA methylation (DNAm) associations using twelve subpopulations within Women's Health Initiative (WHI) and Atherosclerosis Risk in Communities (ARIC) cohorts (n = 8397; mean age 61.3 years; 83% female; 46% African-American, 46% European-American, 8% Hispanic/Latino). We used geocoded participant address-specific mean ambient carbon monoxide (CO), nitrogen oxides (NO2; NOx), ozone (O3), and sulfur dioxide (SO2) concentrations estimated over the 2-, 7-, 28-, and 365-day periods before collection of blood samples used to generate Illumina 450 k array leukocyte DNAm measurements. We estimated methylome-wide, subpopulation- and race/ethnicity-stratified pollutant-DNAm associations in multi-level, linear mixed-effects models adjusted for sociodemographic, behavioral, meteorological, and technical covariates. We combined stratum-specific estimates in inverse variance-weighted meta-analyses and characterized significant associations (false discovery rate; FDR<0.05) at Cytosine-phosphate-Guanine (CpG) sites without among-strata heterogeneity (PCochran's Q > 0.05). We attempted replication in the Cooperative Health Research in Region of Augsburg (KORA) study and Normative Aging Study (NAS). We observed a -0.3 (95% CI: -0.4, -0.2) unit decrease in percent DNAm per interquartile range (IQR, 7.3 ppb) increase in 28-day mean NO2 concentration at cg01885635 (chromosome 3; regulatory region 290 bp upstream from ZNF621; FDR = 0.03). At intragenic sites cg21849932 (chromosome 20; LIME1; intron 3) and cg05353869 (chromosome 11; KLHL35; exon 2), we observed a -0.3 (95% CI: -0.4, -0.2) unit decrease (FDR = 0.04) and a 1.2 (95% CI: 0.7, 1.7) unit increase (FDR = 0.04), respectively, in percent DNAm per IQR (17.6 ppb) increase in 7-day mean ozone concentration. Results were not fully replicated in KORA and NAS. We identified three CpG sites potentially susceptible to gaseous air pollution-induced DNAm changes near genes relevant for cardiovascular and lung disease. Further harmonized investigations with a range of gaseous pollutants and averaging durations are needed to determine the effect of gaseous air pollutants on DNA methylation and ultimately gene expression.


Asunto(s)
Contaminantes Atmosféricos , Contaminación del Aire , Ozono , Adulto , Contaminantes Atmosféricos/análisis , Contaminantes Atmosféricos/toxicidad , Contaminación del Aire/análisis , Metilación de ADN , Epigenoma , Femenino , Humanos , Masculino , Persona de Mediana Edad , Dióxido de Nitrógeno/análisis , Ozono/análisis , Ozono/toxicidad , Material Particulado/análisis
15.
Nutr Metab Cardiovasc Dis ; 32(4): 1055-1063, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35181188

RESUMEN

BACKGROUND AND AIMS: Adipose tissue secretes adipokines such as adiponectin and leptin, playing important roles in energy metabolism. The longitudinal associations between such adipokines and body fat accumulation have not been established, especially during adolescence and young adulthood and in diverse populations. The study aims to assess the longitudinal association between body fat measured with dual X-ray absorptiometry and plasma adipokines from adolescence to young adulthood. METHODS AND RESULTS: Among Hispanic/Latino participants (N = 537) aged 16.8 (SD: 0.3) years of the Santiago Longitudinal Study, we implemented structural equation modeling to estimate the sex-specific associations between adiposity (body fat percent (BF%) and proportion of trunk fat (PTF)) and adipokines (adiponectin and leptin levels) during adolescence (16 y) and these values after 6 years of follow-up (22 y). In addition, we further investigated whether the associations differed by baseline insulin resistance (IR) status. We found evidence for associations between 16 y BF% and 22 y leptin levels (ß (SE): 0.58 (0.06) for females; 0.53 (0.05) for males), between 16 y PTF and 22 y adiponectin levels (ß (SE): -0.31 (0.06) for females; -0.18 (0.06) for males) and between 16 y adiponectin levels and 22 y BF% (ß (SE): 0.12 (0.04) for both females and males). CONCLUSION: We observed dynamic relationships between adiposity and adipokines levels from late adolescence to young adulthood in a Hispanic/Latino population further demonstrating the importance of this period of the life course in the development of obesity.


Asunto(s)
Adipoquinas , Leptina , Adiponectina , Tejido Adiposo/diagnóstico por imagen , Tejido Adiposo/metabolismo , Adiposidad , Adolescente , Adulto , Femenino , Humanos , Estudios Longitudinales , Masculino , Obesidad/epidemiología , Adulto Joven
16.
Dis Esophagus ; 35(10)2022 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-35265973

RESUMEN

Eosinophilic Esophagitis (EoE) is an esophageal allergic inflammatory disorder triggered by food proteins. Symptoms of EoE are variable within and between individuals. Presenting symptoms may include dysphagia, food bolus impaction, dyspepsia, or more subtle symptoms such as feeding disorders, regurgitation sensation, or nausea. The development and validation of a pediatric EoE patient self-reported and parent proxy-reported outcome symptom scoring tool was created by Franciosi et al. published in BMJ 2011, titled the Pediatric Eosinophilic Esophagitis Symptom Score (PEESS™ v2.0). To date, its use is largely for research purposes. We propose to evaluate the implementation of the PEESS™ v2.0 in a prospective interventional controlled clinical practice. The study included 620 patients over an 18-month period. Surveys were delivered and administered digitally every month through the MyGeisinger.org Patient Portal. Our analysis demonstrated symptom severity and symptom frequency scores significantly improved over time. However, counter to our hypothesis, patients who completed the PEESS™v2.0 ultimately had higher EoE-related health care utilization of office visits and endoscopies compared with those who did not complete the PEESS™v2.0. This could be related to greater awareness of disease activity and/or increased willingness to seek care. Our study, in the context of mobile health tool and patient-reported outcome trends, represents an opportunity for improved disease monitoring at-home within the field of eosinophilic gastrointestinal diseases.


Asunto(s)
Trastornos de Deglución , Esofagitis Eosinofílica , Niño , Trastornos de Deglución/etiología , Enteritis , Eosinofilia , Esofagitis Eosinofílica/complicaciones , Esofagitis Eosinofílica/diagnóstico , Esofagitis Eosinofílica/terapia , Gastritis , Humanos , Náusea , Medición de Resultados Informados por el Paciente , Estudios Prospectivos
17.
Nature ; 518(7538): 187-196, 2015 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-25673412

RESUMEN

Body fat distribution is a heritable trait and a well-established predictor of adverse metabolic outcomes, independent of overall adiposity. To increase our understanding of the genetic basis of body fat distribution and its molecular links to cardiometabolic traits, here we conduct genome-wide association meta-analyses of traits related to waist and hip circumferences in up to 224,459 individuals. We identify 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (BMI), and an additional 19 loci newly associated with related waist and hip circumference measures (P < 5 × 10(-8)). In total, 20 of the 49 waist-to-hip ratio adjusted for BMI loci show significant sexual dimorphism, 19 of which display a stronger effect in women. The identified loci were enriched for genes expressed in adipose tissue and for putative regulatory elements in adipocytes. Pathway analyses implicated adipogenesis, angiogenesis, transcriptional regulation and insulin resistance as processes affecting fat distribution, providing insight into potential pathophysiological mechanisms.


Asunto(s)
Tejido Adiposo/metabolismo , Distribución de la Grasa Corporal , Estudio de Asociación del Genoma Completo , Insulina/metabolismo , Sitios de Carácter Cuantitativo/genética , Adipocitos/metabolismo , Adipogénesis/genética , Factores de Edad , Índice de Masa Corporal , Epigénesis Genética , Europa (Continente)/etnología , Femenino , Genoma Humano/genética , Humanos , Resistencia a la Insulina/genética , Masculino , Modelos Biológicos , Neovascularización Fisiológica/genética , Obesidad/genética , Polimorfismo de Nucleótido Simple/genética , Grupos Raciales/genética , Caracteres Sexuales , Transcripción Genética/genética , Relación Cintura-Cadera
18.
Nature ; 518(7538): 197-206, 2015 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-25673413

RESUMEN

Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 × 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for ∼2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.


Asunto(s)
Índice de Masa Corporal , Estudio de Asociación del Genoma Completo , Obesidad/genética , Obesidad/metabolismo , Adipogénesis/genética , Adiposidad/genética , Factores de Edad , Metabolismo Energético/genética , Europa (Continente)/etnología , Femenino , Predisposición Genética a la Enfermedad/genética , Ácido Glutámico/metabolismo , Humanos , Insulina/metabolismo , Secreción de Insulina , Masculino , Polimorfismo de Nucleótido Simple/genética , Sitios de Carácter Cuantitativo/genética , Grupos Raciales/genética , Sinapsis/metabolismo
19.
Environ Res ; 198: 111211, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33895111

RESUMEN

BACKGROUND: Short-duration exposure to ambient particulate matter (PM) air pollution is associated with cardiac autonomic dysfunction and prolonged ventricular repolarization. However, associations with sub-chronic exposures to coarser particulates are relatively poorly characterized as are molecular mechanisms underlying their potential relationships with cardiovascular disease. MATERIALS AND METHODS: We estimated associations between monthly mean concentrations of PM < 10 µm and 2.5-10 µm in diameter (PM10; PM2.5-10) with time-domain measures of heart rate variability (HRV) and QT interval duration (QT) among U.S. women and men in the Women's Health Initiative and Atherosclerosis Risk in Communities Study (nHRV = 82,107; nQT = 76,711). Then we examined mediation of the PM-HRV and PM-QT associations by DNA methylation (DNAm) at three Cytosine-phosphate-Guanine (CpG) sites (cg19004594, cg24102420, cg12124767) with known sensitivity to monthly mean PM concentrations in a subset of the participants (nHRV = 7,169; nQT = 6,895). After multiply imputing missing PM, electrocardiographic and covariable data, we estimated associations using attrition-weighted, linear, mixed, longitudinal models adjusting for sociodemographic, behavioral, meteorological, and clinical characteristics. We assessed mediation by estimating the proportions of PM-HRV and PM-QT associations mediated by DNAm. RESULTS: We found little evidence of PM-HRV association, PM-QT association, or mediation by DNAm. CONCLUSIONS: The findings suggest that among racially/ethnically and environmentally diverse U.S. populations, sub-chronic exposures to coarser particulates may not exert appreciable, epigenetically mediated effects on cardiac autonomic function or ventricular repolarization. Further investigation in better-powered studies is warranted, with additional focus on shorter duration exposures to finer particulates and non-electrocardiographic outcomes among relatively susceptible populations.


Asunto(s)
Contaminantes Atmosféricos , Contaminación del Aire , Aterosclerosis , Contaminantes Atmosféricos/análisis , Contaminantes Atmosféricos/toxicidad , Contaminación del Aire/efectos adversos , Contaminación del Aire/análisis , Aterosclerosis/inducido químicamente , Aterosclerosis/epidemiología , Aterosclerosis/genética , Exposición a Riesgos Ambientales/efectos adversos , Exposición a Riesgos Ambientales/análisis , Femenino , Humanos , Masculino , Material Particulado/análisis , Material Particulado/toxicidad , Salud de la Mujer
20.
Mol Psychiatry ; 24(12): 1920-1932, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-29988085

RESUMEN

Macronutrient intake, the proportion of calories consumed from carbohydrate, fat, and protein, is an important risk factor for metabolic diseases with significant familial aggregation. Previous studies have identified two genetic loci for macronutrient intake, but incomplete coverage of genetic variation and modest sample sizes have hindered the discovery of additional loci. Here, we expanded the genetic landscape of macronutrient intake, identifying 12 suggestively significant loci (P < 1 × 10-6) associated with intake of any macronutrient in 91,114 European ancestry participants. Four loci replicated and reached genome-wide significance in a combined meta-analysis including 123,659 European descent participants, unraveling two novel loci; a common variant in RARB locus for carbohydrate intake and a rare variant in DRAM1 locus for protein intake, and corroborating earlier FGF21 and FTO findings. In additional analysis of 144,770 participants from the UK Biobank, all identified associations from the two-stage analysis were confirmed except for DRAM1. Identified loci might have implications in brain and adipose tissue biology and have clinical impact in obesity-related phenotypes. Our findings provide new insight into biological functions related to macronutrient intake.


Asunto(s)
Envejecimiento/genética , Cardiopatías/genética , Nutrientes , Anciano , Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato/genética , Estudios de Cohortes , Ingestión de Energía/genética , Femenino , Factores de Crecimiento de Fibroblastos/genética , Sitios Genéticos/genética , Predisposición Genética a la Enfermedad/epidemiología , Predisposición Genética a la Enfermedad/genética , Estudio de Asociación del Genoma Completo , Genómica/métodos , Genotipo , Cardiopatías/epidemiología , Humanos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Obesidad/genética , Polimorfismo de Nucleótido Simple/genética , Receptores de Ácido Retinoico/genética , Población Blanca/genética
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