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1.
J Autoimmun ; 139: 103089, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37506491

RESUMEN

Systemic Lupus Erythematosus (SLE) is a chronic, multisystem, inflammatory autoimmune disease that disproportionately affects women. Trends in SLE prevalence and clinical course differ by ancestry, with those of African American ancestry presenting with more active, severe and rapidly progressive disease than European Americans. Previous research established altered epigenetic signatures in SLE patients compared to controls. However, the contribution of aberrant DNA methylation (DNAm) to the risk of SLE by ancestry and differences among patients with SLE-associated Lupus Nephritis (LN) has not been well described. We evaluated the DNA methylomes of 87 individuals including 41 SLE patients, with and without LN, and 46 controls enrolled in an ancestry diverse, well-characterized cohort study of established SLE (41 SLE patients [20 SLE-LN+, 21 SLE-LN-] and 46 sex-, race- and age-matched controls; 55% African American, 45% European American). Participants were genotyped using the Infinium Global Diversity Array (GDA), and genetic ancestry was estimated using principal components. Genome-wide DNA methylation was initially measured using the Illumina MethylationEPIC 850K Beadchip array followed by methylation-specific qPCR to validate the methylation status at putative loci. Differentially Methylated Positions (DMP) were identified using a case-control approach adjusted for ancestry. We identified a total of 51 DMPs in CpGs among SLE patients compared to controls. Genes proximal to these CpGs were highly enriched for involvement in type I interferon signaling. DMPs among European American SLE patients with LN were similar to African American SLE patients with and without LN. Our findings were validated using an orthogonal, methyl-specific PCR for three SLE-associated DMPs near or proximal to MX1, USP18, and IFITM1. Our study confirms previous reports that DMPs in CpGs associated with SLE are enriched in type I interferon genes. However, we show that European American SLE patients with LN have similar DNAm patterns to African American SLE patients irrespective of LN, suggesting that aberrant DNAm alters activity of type I interferon pathway leading to more severe disease independent of ancestry.


Asunto(s)
Metilación de ADN , Lupus Eritematoso Sistémico , Femenino , Humanos , Negro o Afroamericano/genética , Estudios de Cohortes , Interferón Tipo I/genética , Lupus Eritematoso Sistémico/epidemiología , Lupus Eritematoso Sistémico/genética , Nefritis Lúpica/epidemiología , Nefritis Lúpica/genética , Ubiquitina Tiolesterasa/genética , Población Blanca/genética , Masculino
2.
Hum Mol Genet ; 29(15): 2523-2534, 2020 08 29.
Artículo en Inglés | MEDLINE | ID: mdl-32628254

RESUMEN

A common feature of autoimmune diseases, including systemic lupus erythematosus (SLE), is an increased prevalence in women. However, the molecular basis for sex disparity in SLE remains poorly understood. To examine the role of X-linked transcription in SLE adaptive immune cells, we performed RNA-seq in T cell and B cell subsets from either healthy donors or patients with SLE. Analyses of allelic expression (AE) profiles identified a pattern of increased allelic imbalance across the entire X chromosome in SLE lymphocytes. X-linked genes exhibiting AE in SLE had an extensive overlap with genes known to escape X chromosome inactivation (XCI). XIST RNA was overexpressed in SLE patients. Differential XIST expression correlated with AE profiles more positively at X-linked genes than the genome-wide background. Analysis of three independent RNA-seq data verified the XIST-associated skewed AE on X chromosome in SLE. Integrative analyses of DNA methylation profiles showed an increased variability of DNA methylation levels at these AE-related X-linked genes. In cultured lymphoblastic cells, knockdown of XIST specifically altered allelic imbalance patterns between X chromosomes. Our study provides genetic evidence that upregulation of XIST accompanied with more skewed allelic expression on X chromosome is associated with the pathogenesis of SLE and may provide mechanistic insights into the increased incidence of SLE in females.


Asunto(s)
Metilación de ADN/genética , Lupus Eritematoso Sistémico/genética , ARN Largo no Codificante/genética , Linfocitos T/metabolismo , Inactivación del Cromosoma X/genética , Adulto , Alelos , Línea Celular , Cromosomas Humanos X/genética , Femenino , Regulación de la Expresión Génica/genética , Genes Ligados a X/genética , Humanos , Lupus Eritematoso Sistémico/patología , Linfocitos/patología , RNA-Seq , Linfocitos T/patología
3.
Hum Mol Genet ; 28(5): 858-874, 2019 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-30423114

RESUMEN

Large meta-analyses of rheumatoid arthritis (RA) susceptibility in European (EUR) and East Asian (EAS) populations have identified >100 RA risk loci, but genome-wide studies of RA in African-Americans (AAs) are absent. To address this disparity, we performed an analysis of 916 AA RA patients and 1392 controls and aggregated our data with genotyping data from >100 000 EUR and Asian RA patients and controls. We identified two novel risk loci that appear to be specific to AAs: GPC5 and RBFOX1 (PAA < 5 × 10-9). Most RA risk loci are shared across different ethnicities, but among discordant loci, we observed strong enrichment of variants having large effect sizes. We found strong evidence of effect concordance for only 3 of the 21 largest effect index variants in EURs. We used the trans-ethnic fine-mapping algorithm PAINTOR3 to prioritize risk variants in >90 RA risk loci. Addition of AA data to those of EUR and EAS descent enabled identification of seven novel high-confidence candidate pathogenic variants (defined by posterior probability > 0.8). In summary, our trans-ethnic analyses are the first to include AAs, identified several new RA risk loci and point to candidate pathogenic variants that may underlie this common autoimmune disease. These findings may lead to better ways to diagnose or stratify treatment approaches in RA.


Asunto(s)
Artritis Reumatoide/epidemiología , Artritis Reumatoide/genética , Negro o Afroamericano/genética , Predisposición Genética a la Enfermedad , Anciano , Etnicidad/genética , Femenino , Ligamiento Genético , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple
4.
Genet Med ; 23(2): 280-288, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32989269

RESUMEN

PURPOSE: To evaluate the effectiveness and specificity of population-based genomic screening in Alabama. METHODS: The Alabama Genomic Health Initiative (AGHI) has enrolled and evaluated 5369 participants for the presence of pathogenic/likely pathogenic (P/LP) variants using the Illumina Global Screening Array (GSA), with validation of all P/LP variants via Sanger sequencing in a CLIA-certified laboratory before return of results. RESULTS: Among 131 variants identified by the GSA that were evaluated by Sanger sequencing, 67 (51%) were false positives (FP). For 39 of the 67 FP variants, a benign/likely benign variant was present at or near the targeted P/LP variant. Variants detected within African American individuals were significantly enriched for FPs, likely due to a higher rate of nontargeted alternative alleles close to array-targeted P/LP variants. CONCLUSION: In AGHI, we have implemented an array-based process to screen for highly penetrant genetic variants in actionable disease genes. We demonstrate the need for clinical validation of array-identified variants in direct-to-consumer or population testing, especially for diverse populations.


Asunto(s)
Pruebas Genéticas , Genómica , Alabama , Variación Genética , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos
5.
Eur J Clin Pharmacol ; 77(5): 697-707, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33205280

RESUMEN

PURPOSE: This study hypothesized that drugs accumulate in the bloodstream of poor-metabolizing patients and may have more adverse effects and different pain perceptions and aimed to investigate the influence of CYP450 polymorphisms on acute postoperative pain, swelling, and trismus controlled by ibuprofen (600 mg) in 200 volunteers after dental extraction. In addition, surgical outcomes can determine pain, edema, and trismus and indicate inflammatory reactions after oral surgeries. METHODS: Genetic sequencing was performed to identify CYP450 polymorphisms and the surgical parameters evaluated: pre and postoperative swelling, trismus, and temperature; self-reported postoperative pain with visual analog scale (VAS); rescue medication consumed; and severity of adverse reactions. RESULTS: A multiple linear regression model with independent variables [single nucleotide polymorphisms (SNPs), BMI (body mass index), duration, and difficulty of surgery] and dependent variables [postoperative pain by sum of pain intensity difference (SPID), trismus, and swelling] was used for analysis. The duration of surgery was a predictor for pain at 8 h and 96 h after surgery, and BMI was a predictor for both swelling and trismus on the 2nd postoperative day. When evaluating CYP2C8 and C9 genotyped SNPs, it was observed that normal metabolizers showed higher pain levels than the intermediate/poor metabolizers on the postoperative periods as compared with time 0 h. In another analysis, the poor metabolizers for CYP2C8 and C9 presented lower levels of postoperative pain after 8 h and used rescue medication earlier than normal metabolizers. CONCLUSION: Ibuprofen 600 mg was very effective in controlling inflammatory pain after lower third molar surgeries, without relevant adverse reactions; although in a very subtle way, patients with poor metabolism had higher levels of pain in the first hours, and no longer after 8 h, and used pain relief medication earlier. TRIAL REGISTRATION: The study was registered with ClinicalTrials.gov ID (NCT03169127), on March 16th, 2017.


Asunto(s)
Antiinflamatorios no Esteroideos/uso terapéutico , Sistema Enzimático del Citocromo P-450/genética , Ibuprofeno/uso terapéutico , Dolor Postoperatorio/tratamiento farmacológico , Extracción Dental/efectos adversos , Adolescente , Adulto , Índice de Masa Corporal , Citocromo P-450 CYP2C8/genética , Citocromo P-450 CYP2C9/genética , Método Doble Ciego , Edema/tratamiento farmacológico , Edema/etiología , Femenino , Humanos , Masculino , Tercer Molar/cirugía , Tempo Operativo , Dimensión del Dolor , Farmacogenética , Polimorfismo de Nucleótido Simple , Trismo/tratamiento farmacológico , Trismo/etiología , Adulto Joven
6.
Circulation ; 140(8): 645-657, 2019 08 20.
Artículo en Inglés | MEDLINE | ID: mdl-31424985

RESUMEN

BACKGROUND: DNA methylation is implicated in coronary heart disease (CHD), but current evidence is based on small, cross-sectional studies. We examined blood DNA methylation in relation to incident CHD across multiple prospective cohorts. METHODS: Nine population-based cohorts from the United States and Europe profiled epigenome-wide blood leukocyte DNA methylation using the Illumina Infinium 450k microarray, and prospectively ascertained CHD events including coronary insufficiency/unstable angina, recognized myocardial infarction, coronary revascularization, and coronary death. Cohorts conducted race-specific analyses adjusted for age, sex, smoking, education, body mass index, blood cell type proportions, and technical variables. We conducted fixed-effect meta-analyses across cohorts. RESULTS: Among 11 461 individuals (mean age 64 years, 67% women, 35% African American) free of CHD at baseline, 1895 developed CHD during a mean follow-up of 11.2 years. Methylation levels at 52 CpG (cytosine-phosphate-guanine) sites were associated with incident CHD or myocardial infarction (false discovery rate<0.05). These CpGs map to genes with key roles in calcium regulation (ATP2B2, CASR, GUCA1B, HPCAL1), and genes identified in genome- and epigenome-wide studies of serum calcium (CASR), serum calcium-related risk of CHD (CASR), coronary artery calcified plaque (PTPRN2), and kidney function (CDH23, HPCAL1), among others. Mendelian randomization analyses supported a causal effect of DNA methylation on incident CHD; these CpGs map to active regulatory regions proximal to long non-coding RNA transcripts. CONCLUSION: Methylation of blood-derived DNA is associated with risk of future CHD across diverse populations and may serve as an informative tool for gaining further insight on the development of CHD.


Asunto(s)
Enfermedad Coronaria/diagnóstico , Islas de CpG/genética , Metilación de ADN/fisiología , Leucocitos/fisiología , Infarto del Miocardio/diagnóstico , Adulto , Anciano , Estudios de Cohortes , Enfermedad Coronaria/epidemiología , Europa (Continente)/epidemiología , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Infarto del Miocardio/epidemiología , Grupos de Población , Pronóstico , Estudios Prospectivos , Riesgo , Estados Unidos/epidemiología
7.
Mult Scler ; 24(10): 1288-1300, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-28766461

RESUMEN

BACKGROUND: Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system caused by genetic and environmental factors. DNA methylation, an epigenetic mechanism that controls genome activity, may provide a link between genetic and environmental risk factors. OBJECTIVE: We sought to identify DNA methylation changes in CD4+ T cells in patients with relapsing-remitting (RR-MS) and secondary-progressive (SP-MS) disease and healthy controls (HC). METHODS: We performed DNA methylation analysis in CD4+ T cells from RR-MS, SP-MS, and HC and associated identified changes with the nearby risk allele, smoking, age, and gene expression. RESULTS: We observed significant methylation differences in the VMP1/MIR21 locus, with RR-MS displaying higher methylation compared to SP-MS and HC. VMP1/MIR21 methylation did not correlate with a known MS risk variant in VMP1 or smoking but displayed a significant negative correlation with age and the levels of mature miR-21 in CD4+ T cells. Accordingly, RR-MS displayed lower levels of miR-21 compared to SP-MS, which might reflect differences in age between the groups, and healthy individuals and a significant enrichment of up-regulated miR-21 target genes. CONCLUSION: Disease-related changes in epigenetic marking of MIR21 in RR-MS lead to differences in miR-21 expression with a consequence on miR-21 target genes.


Asunto(s)
Linfocitos T CD4-Positivos/fisiología , Regulación de la Expresión Génica/fisiología , MicroARNs/genética , Esclerosis Múltiple Crónica Progresiva/genética , Esclerosis Múltiple Recurrente-Remitente/genética , Adulto , Metilación de ADN , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple Crónica Progresiva/inmunología , Esclerosis Múltiple Recurrente-Remitente/inmunología , Regulación hacia Arriba
8.
PLoS Med ; 14(1): e1002215, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-28095459

RESUMEN

BACKGROUND: The link between DNA methylation, obesity, and adiposity-related diseases in the general population remains uncertain. METHODS AND FINDINGS: We conducted an association study of body mass index (BMI) and differential methylation for over 400,000 CpGs assayed by microarray in whole-blood-derived DNA from 3,743 participants in the Framingham Heart Study and the Lothian Birth Cohorts, with independent replication in three external cohorts of 4,055 participants. We examined variations in whole blood gene expression and conducted Mendelian randomization analyses to investigate the functional and clinical relevance of the findings. We identified novel and previously reported BMI-related differential methylation at 83 CpGs that replicated across cohorts; BMI-related differential methylation was associated with concurrent changes in the expression of genes in lipid metabolism pathways. Genetic instrumental variable analysis of alterations in methylation at one of the 83 replicated CpGs, cg11024682 (intronic to sterol regulatory element binding transcription factor 1 [SREBF1]), demonstrated links to BMI, adiposity-related traits, and coronary artery disease. Independent genetic instruments for expression of SREBF1 supported the findings linking methylation to adiposity and cardiometabolic disease. Methylation at a substantial proportion (16 of 83) of the identified loci was found to be secondary to differences in BMI. However, the cross-sectional nature of the data limits definitive causal determination. CONCLUSIONS: We present robust associations of BMI with differential DNA methylation at numerous loci in blood cells. BMI-related DNA methylation and gene expression provide mechanistic insights into the relationship between DNA methylation, obesity, and adiposity-related diseases.


Asunto(s)
Índice de Masa Corporal , Enfermedad de la Arteria Coronaria/genética , Metilación de ADN , Regulación de la Expresión Génica , Leucocitos/metabolismo , Metabolismo de los Lípidos , Anciano , Enfermedad de la Arteria Coronaria/etiología , Epigénesis Genética , Femenino , Estudio de Asociación del Genoma Completo/métodos , Humanos , Metabolismo de los Lípidos/genética , Masculino , Análisis de la Aleatorización Mendeliana , Obesidad/complicaciones , Análisis de Secuencia por Matrices de Oligonucleótidos
9.
Hum Mol Genet ; 24(15): 4464-79, 2015 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-25935004

RESUMEN

Obesity is an important component of the pathophysiology of chronic diseases. Identifying epigenetic modifications associated with elevated adiposity, including DNA methylation variation, may point to genomic pathways that are dysregulated in numerous conditions. The Illumina 450K Bead Chip array was used to assay DNA methylation in leukocyte DNA obtained from 2097 African American adults in the Atherosclerosis Risk in Communities (ARIC) study. Mixed-effects regression models were used to test the association of methylation beta value with concurrent body mass index (BMI) and waist circumference (WC), and BMI change, adjusting for batch effects and potential confounders. Replication using whole-blood DNA from 2377 White adults in the Framingham Heart Study and CD4+ T cell DNA from 991 Whites in the Genetics of Lipid Lowering Drugs and Diet Network Study was followed by testing using adipose tissue DNA from 648 women in the Multiple Tissue Human Expression Resource cohort. Seventy-six BMI-related probes, 164 WC-related probes and 8 BMI change-related probes passed the threshold for significance in ARIC (P < 1 × 10(-7); Bonferroni), including probes in the recently reported HIF3A, CPT1A and ABCG1 regions. Replication using blood DNA was achieved for 37 BMI probes and 1 additional WC probe. Sixteen of these also replicated in adipose tissue, including 15 novel methylation findings near genes involved in lipid metabolism, immune response/cytokine signaling and other diverse pathways, including LGALS3BP, KDM2B, PBX1 and BBS2, among others. Adiposity traits are associated with DNA methylation at numerous CpG sites that replicate across studies despite variation in tissue type, ethnicity and analytic approaches.


Asunto(s)
Aterosclerosis/genética , Metilación de ADN/genética , Epigénesis Genética/genética , Obesidad/genética , Negro o Afroamericano/genética , Anciano , Aterosclerosis/patología , Índice de Masa Corporal , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Metabolismo de los Lípidos/genética , Masculino , Redes y Vías Metabólicas/genética , Persona de Mediana Edad , Obesidad/patología , Circunferencia de la Cintura/genética , Población Blanca/genética
10.
BMC Cancer ; 17(1): 273, 2017 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-28412973

RESUMEN

BACKGROUND: Current diagnostic tools for prostate cancer lack specificity and sensitivity for detecting very early lesions. DNA methylation is a stable genomic modification that is detectable in peripheral patient fluids such as urine and blood plasma that could serve as a non-invasive diagnostic biomarker for prostate cancer. METHODS: We measured genome-wide DNA methylation patterns in 73 clinically annotated fresh-frozen prostate cancers and 63 benign-adjacent prostate tissues using the Illumina Infinium HumanMethylation450 BeadChip array. We overlaid the most significantly differentially methylated sites in the genome with transcription factor binding sites measured by the Encyclopedia of DNA Elements consortium. We used logistic regression and receiver operating characteristic curves to assess the performance of candidate diagnostic models. RESULTS: We identified methylation patterns that have a high predictive power for distinguishing malignant prostate tissue from benign-adjacent prostate tissue, and these methylation signatures were validated using data from The Cancer Genome Atlas Project. Furthermore, by overlaying ENCODE transcription factor binding data, we observed an enrichment of enhancer of zeste homolog 2 binding in gene regulatory regions with higher DNA methylation in malignant prostate tissues. CONCLUSIONS: DNA methylation patterns are greatly altered in prostate cancer tissue in comparison to benign-adjacent tissue. We have discovered patterns of DNA methylation marks that can distinguish prostate cancers with high specificity and sensitivity in multiple patient tissue cohorts, and we have identified transcription factors binding in these differentially methylated regions that may play important roles in prostate cancer development.


Asunto(s)
Biomarcadores de Tumor/genética , Metilación de ADN , Neoplasias de la Próstata/genética , Factores de Transcripción/genética , Adulto , Anciano , Biomarcadores de Tumor/metabolismo , Citosina/metabolismo , Proteína Potenciadora del Homólogo Zeste 2/genética , Proteína Potenciadora del Homólogo Zeste 2/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/patología , Neoplasias de la Próstata Resistentes a la Castración/genética , Neoplasias de la Próstata Resistentes a la Castración/metabolismo , Factores de Transcripción/metabolismo
11.
PLoS Genet ; 10(3): e1004224, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24651127

RESUMEN

Human facial diversity is substantial, complex, and largely scientifically unexplained. We used spatially dense quasi-landmarks to measure face shape in population samples with mixed West African and European ancestry from three locations (United States, Brazil, and Cape Verde). Using bootstrapped response-based imputation modeling (BRIM), we uncover the relationships between facial variation and the effects of sex, genomic ancestry, and a subset of craniofacial candidate genes. The facial effects of these variables are summarized as response-based imputed predictor (RIP) variables, which are validated using self-reported sex, genomic ancestry, and observer-based facial ratings (femininity and proportional ancestry) and judgments (sex and population group). By jointly modeling sex, genomic ancestry, and genotype, the independent effects of particular alleles on facial features can be uncovered. Results on a set of 20 genes showing significant effects on facial features provide support for this approach as a novel means to identify genes affecting normal-range facial features and for approximating the appearance of a face from genetic markers.


Asunto(s)
ADN/genética , Cara/anatomía & histología , Genotipo , Población Negra , Brasil , Etnicidad , Femenino , Genética de Población , Humanos , Estados Unidos , Población Blanca/genética
12.
J Lipid Res ; 57(12): 2200-2207, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-27777315

RESUMEN

Postprandial lipemia (PPL), the increased plasma TG concentration after consuming a high-fat meal, is an independent risk factor for CVD. Individual responses to a meal high in fat vary greatly, depending on genetic and lifestyle factors. However, only a few loci have been associated with TG-PPL response. Heritable epigenomic changes may be significant contributors to the unexplained inter-individual PPL variability. We conducted an epigenome-wide association study on 979 subjects with DNA methylation measured from CD4+ T cells, who were challenged with a high-fat meal as a part of the Genetics of Lipid Lowering Drugs and Diet Network study. Eight methylation sites encompassing five genes, LPP, CPT1A, APOA5, SREBF1, and ABCG1, were significantly associated with PPL response at an epigenome-wide level (P < 1.1 × 10-7), but no methylation site reached epigenome-wide significance after adjusting for baseline TG levels. Higher methylation at LPP, APOA5, SREBF1, and ABCG1, and lower methylation at CPT1A methylation were correlated with an increased TG-PPL response. These PPL-associated methylation sites, also correlated with fasting TG, account for a substantially greater amount of phenotypic variance (14.9%) in PPL and fasting TG (16.3%) when compared with the genetic contribution of loci identified by our previous genome-wide association study (4.5%). In summary, the epigenome is a large contributor to the variation in PPL, and this has the potential to be used to modulate PPL and reduce CVD.


Asunto(s)
Dieta Alta en Grasa/efectos adversos , Epigénesis Genética , Triglicéridos/sangre , Adulto , Islas de CpG , Metilación de ADN , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Hiperlipidemias/sangre , Hiperlipidemias/genética , Masculino , Persona de Mediana Edad , Fenotipo , Periodo Posprandial
13.
Genome Res ; 23(3): 555-67, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23325432

RESUMEN

As studies of DNA methylation increase in scope, it has become evident that methylation has a complex relationship with gene expression, plays an important role in defining cell types, and is disrupted in many diseases. We describe large-scale single-base resolution DNA methylation profiling on a diverse collection of 82 human cell lines and tissues using reduced representation bisulfite sequencing (RRBS). Analysis integrating RNA-seq and ChIP-seq data illuminates the functional role of this dynamic mark. Loci that are hypermethylated across cancer types are enriched for sites bound by NANOG in embryonic stem cells, which supports and expands the model of a stem/progenitor cell signature in cancer. CpGs that are hypomethylated across cancer types are concentrated in megabase-scale domains that occur near the telomeres and centromeres of chromosomes, are depleted of genes, and are enriched for cancer-specific EZH2 binding and H3K27me3 (repressive chromatin). In noncancer samples, there are cell-type specific methylation signatures preserved in primary cell lines and tissues as well as methylation differences induced by cell culture. The relationship between methylation and expression is context-dependent, and we find that CpG-rich enhancers bound by EP300 in the bodies of expressed genes are unmethylated despite the dense gene-body methylation surrounding them. Non-CpG cytosine methylation occurs in human somatic tissue, is particularly prevalent in brain tissue, and is reproducible across many individuals. This study provides an atlas of DNA methylation across diverse and well-characterized samples and enables new discoveries about DNA methylation and its role in gene regulation and disease.


Asunto(s)
Islas de CpG , Metilación de ADN , Línea Celular Tumoral , Cromatina , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Regiones Promotoras Genéticas , Alineación de Secuencia , Análisis de Secuencia de ADN , Sulfitos/metabolismo
14.
PLoS Genet ; 9(8): e1003678, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23950730

RESUMEN

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.


Asunto(s)
Linfocitos T CD4-Positivos/metabolismo , Metilación de ADN/genética , Interferones/genética , Lupus Eritematoso Sistémico/genética , Antígenos CD19/metabolismo , Linfocitos B/inmunología , Linfocitos B/metabolismo , Linfocitos T CD4-Positivos/inmunología , Linaje de la Célula , Islas de CpG/genética , Epigenómica , Genoma Humano , Humanos , Interferones/inmunología , Lupus Eritematoso Sistémico/inmunología , Lupus Eritematoso Sistémico/patología , Regiones Promotoras Genéticas , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo
15.
PLoS Genet ; 9(3): e1003372, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23555287

RESUMEN

Variation in human skin and eye color is substantial and especially apparent in admixed populations, yet the underlying genetic architecture is poorly understood because most genome-wide studies are based on individuals of European ancestry. We study pigmentary variation in 699 individuals from Cape Verde, where extensive West African/European admixture has given rise to a broad range in trait values and genomic ancestry proportions. We develop and apply a new approach for measuring eye color, and identify two major loci (HERC2[OCA2] P = 2.3 × 10(-62), SLC24A5 P = 9.6 × 10(-9)) that account for both blue versus brown eye color and varying intensities of brown eye color. We identify four major loci (SLC24A5 P = 5.4 × 10(-27), TYR P = 1.1 × 10(-9), APBA2[OCA2] P = 1.5 × 10(-8), SLC45A2 P = 6 × 10(-9)) for skin color that together account for 35% of the total variance, but the genetic component with the largest effect (~44%) is average genomic ancestry. Our results suggest that adjacent cis-acting regulatory loci for OCA2 explain the relationship between skin and eye color, and point to an underlying genetic architecture in which several genes of moderate effect act together with many genes of small effect to explain ~70% of the estimated heritability.


Asunto(s)
Albinismo Oculocutáneo/genética , Población Negra/genética , Color del Ojo/genética , Pigmentación de la Piel/genética , Población Blanca/genética , Cabo Verde , Genotipo , Color del Cabello/genética , Haplotipos , Humanos , Polimorfismo de Nucleótido Simple
16.
Nature ; 461(7267): 1079-83, 2009 Oct 22.
Artículo en Inglés | MEDLINE | ID: mdl-19783981

RESUMEN

Sexual antagonism, or conflict between the sexes, has been proposed as a driving force in both sex-chromosome turnover and speciation. Although closely related species often have different sex-chromosome systems, it is unknown whether sex-chromosome turnover contributes to the evolution of reproductive isolation between species. Here we show that a newly evolved sex chromosome contains genes that contribute to speciation in threespine stickleback fish (Gasterosteus aculeatus). We first identified a neo-sex chromosome system found only in one member of a sympatric species pair in Japan. We then performed genetic linkage mapping of male-specific traits important for reproductive isolation between the Japanese species pair. The neo-X chromosome contains loci for male courtship display traits that contribute to behavioural isolation, whereas the ancestral X chromosome contains loci for both behavioural isolation and hybrid male sterility. Our work not only provides strong evidence for a large X-effect on reproductive isolation in a vertebrate system, but also provides direct evidence that a young neo-X chromosome contributes to reproductive isolation between closely related species. Our data indicate that sex-chromosome turnover might have a greater role in speciation than was previously appreciated.


Asunto(s)
Especiación Genética , Cromosomas Sexuales/genética , Smegmamorpha/genética , Smegmamorpha/fisiología , Animales , Tamaño Corporal , Cruzamientos Genéticos , Femenino , Hibridación Genética , Infertilidad Masculina/genética , Japón , Masculino , Preferencia en el Apareamiento Animal , Océanos y Mares , Océano Pacífico , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Reproducción/genética , Reproducción/fisiología , Caracteres Sexuales , Smegmamorpha/anatomía & histología , Smegmamorpha/clasificación , Aislamiento Social , Cromosoma Y/genética
17.
J Lipid Res ; 55(7): 1324-30, 2014 07.
Artículo en Inglés | MEDLINE | ID: mdl-24711635

RESUMEN

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.


Asunto(s)
Carnitina O-Palmitoiltransferasa/metabolismo , Islas de CpG , Metilación de ADN , Sitios Genéticos , Lipoproteínas LDL/sangre , Lipoproteínas VLDL/sangre , Carnitina O-Palmitoiltransferasa/genética , Femenino , Humanos , Lipoproteínas LDL/genética , Lipoproteínas VLDL/genética , Masculino
18.
Genome Res ; 21(7): 1017-27, 2011 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-21521786

RESUMEN

Candidate gene-based studies have identified a handful of aberrant CpG DNA methylation events in prostate cancer. However, DNA methylation profiles have not been compared on a large scale between prostate tumor and normal prostate, and the mechanisms behind these alterations are unknown. In this study, we quantitatively profiled 95 primary prostate tumors and 86 benign adjacent prostate tissue samples for their DNA methylation levels at 26,333 CpGs representing 14,104 gene promoters by using the Illumina HumanMethylation27 platform. A 2-class Significance Analysis of this data set revealed 5912 CpG sites with increased DNA methylation and 2151 CpG sites with decreased DNA methylation in tumors (FDR < 0.8%). Prediction Analysis of this data set identified 87 CpGs that are the most predictive diagnostic methylation biomarkers of prostate cancer. By integrating available clinical follow-up data, we also identified 69 prognostic DNA methylation alterations that correlate with biochemical recurrence of the tumor. To identify the mechanisms responsible for these genome-wide DNA methylation alterations, we measured the gene expression levels of several DNA methyltransferases (DNMTs) and their interacting proteins by TaqMan qPCR and observed increased expression of DNMT3A2, DNMT3B, and EZH2 in tumors. Subsequent transient transfection assays in cultured primary prostate cells revealed that DNMT3B1 and DNMT3B2 overexpression resulted in increased methylation of a substantial subset of CpG sites that showed tumor-specific increased methylation.


Asunto(s)
ADN (Citosina-5-)-Metiltransferasas/genética , Dermatoglifia del ADN/métodos , Metilación de ADN , Neoplasias de la Próstata/genética , Biomarcadores , Línea Celular Tumoral , Análisis por Conglomerados , Islas de CpG , ADN (Citosina-5-)-Metiltransferasas/metabolismo , ADN Metiltransferasa 3A , ADN de Neoplasias/genética , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Proteína Potenciadora del Homólogo Zeste 2 , Células Epiteliales/metabolismo , Estudios de Seguimiento , Humanos , Masculino , Complejo Represivo Polycomb 2 , Regiones Promotoras Genéticas , Próstata/metabolismo , Próstata/patología , Neoplasias de la Próstata/metabolismo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , ADN Metiltransferasa 3B
19.
BMC Med ; 12: 235, 2014 Dec 04.
Artículo en Inglés | MEDLINE | ID: mdl-25472429

RESUMEN

BACKGROUND: Renal cell carcinoma (RCC) is the tenth most commonly diagnosed cancer in the United States. While it is usually lethal when metastatic, RCC is successfully treated with surgery when tumors are confined to the kidney and have low tumor volume. Because most early stage renal tumors do not result in symptoms, there is a strong need for biomarkers that can be used to detect the presence of the cancer as well as to monitor patients during and after therapy. METHODS: We examined genome-wide DNA methylation alterations in renal cell carcinomas of diverse histologies and benign adjacent kidney tissues from 96 patients. RESULTS: We observed widespread methylation differences between tumors and benign adjacent tissues, particularly in immune-, G-protein coupled receptor-, and metabolism-related genes. Additionally, we identified a single panel of DNA methylation biomarkers that reliably distinguishes tumor from benign adjacent tissue in all of the most common kidney cancer histologic subtypes, and a second panel does the same specifically for clear cell renal cell carcinoma tumors. This set of biomarkers were validated independently with excellent performance characteristics in more than 1,000 tissues in The Cancer Genome Atlas clear cell, papillary, and chromophobe renal cell carcinoma datasets. CONCLUSIONS: These DNA methylation profiles provide insights into the etiology of renal cell carcinoma and, most importantly, demonstrate clinically applicable biomarkers for use in early detection of kidney cancer.


Asunto(s)
Carcinoma de Células Renales/diagnóstico , Metilación de ADN/genética , Neoplasias Renales/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Femenino , Humanos , Neoplasias Renales/genética , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas
20.
J Nutr ; 144(4): 425-30, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24477300

RESUMEN

A large body of evidence links a high dietary intake of n-3 (ω-3) polyunsaturated fatty acids (PUFAs) with improved cardiometabolic outcomes. Recent studies suggested that the biologic processes underlying the observed associations may involve epigenetic changes, specifically DNA methylation. To evaluate changes in methylation associated with n-3 PUFA intake, we conducted an epigenome-wide methylation association study of long-chain n-3 PUFA intake and tested associations between the diabetes- and cardiovascular disease-related traits. We assessed DNA methylation at ∼470,000 cytosine-phosphate-guanine (CpG) sites in a cross-sectional study of 185 Yup'ik Alaska Native individuals representing the top and bottom deciles of PUFA intake. Linear regression models were used to test for the associations of interest, adjusting for age, sex, and community group. We identified 27 differentially methylated CpG sites at biologically relevant regions that reached epigenome-wide significance (P < 1 × 10⁻7). Specifically, regions on chromosomes 3 (helicase-like transcription factor), 10 (actin α 2 smooth muscle/Fas cell surface death receptor), and 16 (protease serine 36/C16 open reading frame 67) each harbored 2 significant correlates of n-3 PUFA intake. In conclusion, we present promising evidence of association between several biologically relevant epigenetic markers and long-term intake of marine-derived n-3 PUFAs.


Asunto(s)
Enfermedades Cardiovasculares/prevención & control , Metilación de ADN , Diabetes Mellitus/prevención & control , Dieta Alta en Grasa , Epigénesis Genética , Ácidos Grasos Omega-3/metabolismo , Adolescente , Adulto , Anciano , Alaska/epidemiología , Organismos Acuáticos/química , Biomarcadores/sangre , Biomarcadores/metabolismo , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/etnología , Enfermedades Cardiovasculares/metabolismo , Estudios Transversales , Diabetes Mellitus/epidemiología , Diabetes Mellitus/etnología , Diabetes Mellitus/metabolismo , Dieta Alta en Grasa/etnología , Eritrocitos/metabolismo , Femenino , Humanos , Inuk , Masculino , Isótopos de Nitrógeno , Factores de Riesgo
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