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1.
Brain ; 146(2): 645-656, 2023 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-35253861

RESUMEN

Polygenic inheritance plays a pivotal role in driving multiple sclerosis susceptibility, an inflammatory demyelinating disease of the CNS. We developed polygenic risk scores (PRS) of multiple sclerosis and assessed associations with both disease status and severity in cohorts of European descent. The largest genome-wide association dataset for multiple sclerosis to date (n = 41 505) was leveraged to generate PRS scores, serving as an informative susceptibility marker, tested in two independent datasets, UK Biobank [area under the curve (AUC) = 0.73, 95% confidence interval (CI): 0.72-0.74, P = 6.41 × 10-146] and Kaiser Permanente in Northern California (KPNC, AUC = 0.8, 95% CI: 0.76-0.82, P = 1.5 × 10-53). Individuals within the top 10% of PRS were at higher than 5-fold increased risk in UK Biobank (95% CI: 4.7-6, P = 2.8 × 10-45) and 15-fold higher risk in KPNC (95% CI: 10.4-24, P = 3.7 × 10-11), relative to the median decile. The cumulative absolute risk of developing multiple sclerosis from age 20 onwards was significantly higher in genetically predisposed individuals according to PRS. Furthermore, inclusion of PRS in clinical risk models increased the risk discrimination by 13% to 26% over models based only on conventional risk factors in UK Biobank and KPNC, respectively. Stratifying disease risk by gene sets representative of curated cellular signalling cascades, nominated promising genetic candidate programmes for functional characterization. These pathways include inflammatory signalling mediation, response to viral infection, oxidative damage, RNA polymerase transcription, and epigenetic regulation of gene expression to be among significant contributors to multiple sclerosis susceptibility. This study also indicates that PRS is a useful measure for estimating susceptibility within related individuals in multicase families. We show a significant association of genetic predisposition with thalamic atrophy within 10 years of disease progression in the UCSF-EPIC cohort (P < 0.001), consistent with a partial overlap between the genetics of susceptibility and end-organ tissue injury. Mendelian randomization analysis suggested an effect of multiple sclerosis susceptibility on thalamic volume, which was further indicated to be through horizontal pleiotropy rather than a causal effect. In summary, this study indicates important, replicable associations of PRS with enhanced risk assessment and radiographic outcomes of tissue injury, potentially informing targeted screening and prevention strategies.


Asunto(s)
Estudio de Asociación del Genoma Completo , Esclerosis Múltiple , Humanos , Herencia Multifactorial/genética , Esclerosis Múltiple/genética , Epigénesis Genética , Pueblo Europeo , Factores de Riesgo , Predisposición Genética a la Enfermedad/genética , Fenotipo
2.
Am J Hum Genet ; 107(1): 46-59, 2020 07 02.
Artículo en Inglés | MEDLINE | ID: mdl-32470373

RESUMEN

In complex trait genetics, the ability to predict phenotype from genotype is the ultimate measure of our understanding of genetic architecture underlying the heritability of a trait. A complete understanding of the genetic basis of a trait should allow for predictive methods with accuracies approaching the trait's heritability. The highly polygenic nature of quantitative traits and most common phenotypes has motivated the development of statistical strategies focused on combining myriad individually non-significant genetic effects. Now that predictive accuracies are improving, there is a growing interest in the practical utility of such methods for predicting risk of common diseases responsive to early therapeutic intervention. However, existing methods require individual-level genotypes or depend on accurately specifying the genetic architecture underlying each disease to be predicted. Here, we propose a polygenic risk prediction method that does not require explicitly modeling any underlying genetic architecture. We start with summary statistics in the form of SNP effect sizes from a large GWAS cohort. We then remove the correlation structure across summary statistics arising due to linkage disequilibrium and apply a piecewise linear interpolation on conditional mean effects. In both simulated and real datasets, this new non-parametric shrinkage (NPS) method can reliably allow for linkage disequilibrium in summary statistics of 5 million dense genome-wide markers and consistently improves prediction accuracy. We show that NPS improves the identification of groups at high risk for breast cancer, type 2 diabetes, inflammatory bowel disease, and coronary heart disease, all of which have available early intervention or prevention treatments.


Asunto(s)
Herencia Multifactorial/genética , Anciano , Estudios de Cohortes , Diabetes Mellitus Tipo 2/genética , Femenino , Estudio de Asociación del Genoma Completo/métodos , Genotipo , Humanos , Desequilibrio de Ligamiento/genética , Masculino , Persona de Mediana Edad , Modelos Genéticos , Fenotipo , Polimorfismo de Nucleótido Simple/genética , Sitios de Carácter Cuantitativo/genética
3.
Eur J Neurol ; 30(8): 2401-2410, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37183562

RESUMEN

BACKGROUND AND PURPOSE: Vitamin D is considered to play a role in multiple sclerosis (MS) etiopathogenesis. A polymorphism in the CYP24A1 gene, rs2762943, was recently identified that was associated with an increased MS risk. CYP24A1 encodes a protein involved in the catabolism of the active form of vitamin D. The immunological effects of carrying the rs2762943 risk allele were investigated, as well as its role as genetic modifier. METHODS: Serum levels of 25-hydroxyvitamin D and 1,25-dihydroxyvitamin D (1,25(OH)2 D) were measured in a cohort of 167 MS patients. In a subgroup of patients, expression levels of major histocompatibility complex class II and co-stimulatory molecules were determined by flow cytometry, and serum levels of pro-inflammatory (interferon gamma, granulocyte macrophage colony-stimulating factor, C-X-C motif chemokine ligand 13) and anti-inflammatory (interleukin 10) cytokines and neurofilament light chain were measured by single-molecule array assays. The effect of the rs2762943 polymorphism on disease activity and disability measures was evaluated in 340 MS patients. RESULTS: Compared to non-carriers, carriers of the rs2762943 risk allele were characterized by reduced levels of 1,25(OH)2 D (p = 0.0001) and elevated levels of interferon gamma (p = 0.03) and granulocyte macrophage colony-stimulating factor (p = 0.008), whereas no significant differences were observed for the other markers. The presence of the rs2762943 risk allele had no significant impact on disease activity and disability outcomes during follow-up. However, risk allele carriers were younger at disease onset (p = 0.04). CONCLUSIONS: These findings suggest that the CYP24A1 rs2762943 polymorphism plays a more important role in MS susceptibility than in disease prognosis and is associated with lower 1,25(OH)2 D levels and a heightened pro-inflammatory environment in MS patients.


Asunto(s)
Esclerosis Múltiple , Humanos , Vitamina D3 24-Hidroxilasa/genética , Vitamina D3 24-Hidroxilasa/metabolismo , Esclerosis Múltiple/genética , Interferón gamma , Factor Estimulante de Colonias de Macrófagos , Vitamina D , Vitaminas
4.
Nature ; 518(7539): 337-43, 2015 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-25363779

RESUMEN

Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated these predictions with transcription and cis-regulatory element annotations, derived by mapping RNA and chromatin in primary immune cells, including resting and stimulated CD4(+) T-cell subsets, regulatory T cells, CD8(+) T cells, B cells, and monocytes. We find that ∼90% of causal variants are non-coding, with ∼60% mapping to immune-cell enhancers, many of which gain histone acetylation and transcribe enhancer-associated RNA upon immune stimulation. Causal variants tend to occur near binding sites for master regulators of immune differentiation and stimulus-dependent gene activation, but only 10-20% directly alter recognizable transcription factor binding motifs. Rather, most non-coding risk variants, including those that alter gene expression, affect non-canonical sequence determinants not well-explained by current gene regulatory models.


Asunto(s)
Enfermedades Autoinmunes/genética , Epigénesis Genética/genética , Polimorfismo de Nucleótido Simple/genética , Enfermedades Autoinmunes/inmunología , Enfermedades Autoinmunes/patología , Secuencia de Bases , Cromatina/genética , Secuencia de Consenso/genética , Elementos de Facilitación Genéticos/genética , Epigenómica , Estudio de Asociación del Genoma Completo , Humanos , Motivos de Nucleótidos , Especificidad de Órganos , Linfocitos T/inmunología , Linfocitos T/metabolismo , Factores de Transcripción/metabolismo
5.
Genes Immun ; 21(1): 27-36, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-30635658

RESUMEN

The study objective was to test the hypothesis that having histocompatible children increases the risk of rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE), possibly by contributing to the persistence of fetal cells acquired during pregnancy. We conducted a case control study using data from the UC San Francisco Mother Child Immunogenetic Study and studies at the Inova Translational Medicine Institute. We imputed human leukocyte antigen (HLA) alleles and minor histocompatibility antigens (mHags). We created a variable of exposure to histocompatible children. We estimated an average sequence similarity matching (SSM) score for each mother based on discordant mother-child alleles as a measure of histocompatibility. We used logistic regression models to estimate odds ratios (ORs) and 95% confidence intervals. A total of 138 RA, 117 SLE, and 913 control mothers were analyzed. Increased risk of RA was associated with having any child compatible at HLA-B (OR 1.9; 1.2-3.1), DPB1 (OR 1.8; 1.2-2.6) or DQB1 (OR 1.8; 1.2-2.7). Compatibility at mHag ZAPHIR was associated with reduced risk of SLE among mothers carrying the HLA-restriction allele B*07:02 (n = 262; OR 0.4; 0.2-0.8). Our findings support the hypothesis that mother-child histocompatibility is associated with risk of RA and SLE.


Asunto(s)
Artritis Reumatoide/etiología , Histocompatibilidad/inmunología , Lupus Eritematoso Sistémico/etiología , Adulto , Alelos , Artritis Reumatoide/genética , Estudios de Casos y Controles , Niño , Femenino , Frecuencia de los Genes/genética , Predisposición Genética a la Enfermedad , Antígenos HLA-B/genética , Antígenos HLA-B/metabolismo , Cadenas beta de HLA-DQ/genética , Cadenas beta de HLA-DQ/metabolismo , Histocompatibilidad/genética , Antígenos de Histocompatibilidad Clase I/genética , Antígenos de Histocompatibilidad Clase I/inmunología , Humanos , Lupus Eritematoso Sistémico/genética , Masculino , Madres , Oportunidad Relativa , Embarazo
6.
Mult Scler ; 26(5): 576-581, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31965883

RESUMEN

Multiple sclerosis (MS) exhibits a well-documented increased incidence in individuals with respective family history, that is, is a heritable disease. In the last decade, genome-wide association studies have enabled the agnostic interrogation of the whole genome at a large scale. To date, over 200 genetic associations have been described at the strict level of genome-wide significance. Our current understanding of MS genetics can explain up to half of the disease's heritability, raising the important question of whether this is enough information to leverage toward improving diagnosis in MS. Parallel advancements in technologies that allow the characterization of the full transcriptome down to the single-cell level have enabled the generation of an unprecedented wealth of information. Transcriptional changes of putative causal cells could be utilized to identify early signs of disease onset. These recent findings in genetics and genomics, coupled with new technologies and deeply phenotyped cohorts, have the potential to improve the diagnosis of MS.


Asunto(s)
Perfilación de la Expresión Génica , Expresión Génica/genética , Predisposición Genética a la Enfermedad/genética , Esclerosis Múltiple/genética , Humanos
7.
Am J Hum Genet ; 97(4): 576-92, 2015 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-26430803

RESUMEN

Polygenic risk scores have shown great promise in predicting complex disease risk and will become more accurate as training sample sizes increase. The standard approach for calculating risk scores involves linkage disequilibrium (LD)-based marker pruning and applying a p value threshold to association statistics, but this discards information and can reduce predictive accuracy. We introduce LDpred, a method that infers the posterior mean effect size of each marker by using a prior on effect sizes and LD information from an external reference panel. Theory and simulations show that LDpred outperforms the approach of pruning followed by thresholding, particularly at large sample sizes. Accordingly, predicted R(2) increased from 20.1% to 25.3% in a large schizophrenia dataset and from 9.8% to 12.0% in a large multiple sclerosis dataset. A similar relative improvement in accuracy was observed for three additional large disease datasets and for non-European schizophrenia samples. The advantage of LDpred over existing methods will grow as sample sizes increase.


Asunto(s)
Desequilibrio de Ligamiento/genética , Modelos Teóricos , Herencia Multifactorial/genética , Esclerosis Múltiple/genética , Polimorfismo de Nucleótido Simple/genética , Esquizofrenia/genética , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Fenotipo , Pronóstico , Sitios de Carácter Cuantitativo
8.
Hum Mol Genet ; 24(24): 7151-8, 2015 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-26433934

RESUMEN

Despite recent progress in the characterization of genetic loci associated with multiple sclerosis (MS) risk, the ubiquitous linkage disequilibrium operating across the genome has stalled efforts to distinguish causative variants from proxy single-nucleotide polymorphisms (SNPs). Here, we have identified through fine mapping and meta-analysis EVI5 as the most plausible disease risk gene within the 1p22.1 locus. We further show that an exonic SNP associated with risk induces changes in superficial hydrophobicity patterns of the coiled-coil domain of EVI5, which, in turns, affects the EVI5 interactome. Immunoprecipitation of wild-type and mutated EVI5 followed by mass spectrometry generated a roster of disease-specific interactors functionally linked to lipid metabolism. Among the exclusive binding partners of the risk variant, we describe the novel interaction with sphingosine 1-phosphate lyase (SGPL1)-a key enzyme for the creation of the sphingosine-1 phosphate gradient, which is relevant to the pathogenic process and therapeutic management of MS.


Asunto(s)
Esclerosis Múltiple/genética , Proteínas Nucleares/genética , Polimorfismo de Nucleótido Simple , Proteínas de Ciclo Celular , Mapeo Cromosómico , Cromosomas Humanos Par 1 , Proteínas Activadoras de GTPasa , Células HeLa , Humanos , Proteoma/metabolismo , Factores de Riesgo
9.
Ann Rheum Dis ; 76(8): 1405-1410, 2017 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-28391248

RESUMEN

OBJECTIVE: To investigate whether a child's genotype affects a mother's risk of rheumatoid arthritis (RA) beyond the risk associated with her genotype and to test whether exposure to fetal alleles inherited from the father increases risk of RA among mothers without risk alleles. METHODS: A case-control study was conducted among 1165 mothers (170 cases/995 controls) and their respective 1482 children. We tested the association between having any child with alleles encoding amino acids (AAs) associated with RA including the 'shared epitope' (SE) and DERAA AA sequences at positions 70-74; AA valine, lysine and alanine at positions 11, 71 and 74 of HLA-DRB1; aspartic acid at position 9 of HLA-B and phenylalanine at position 9 of DPB1. We used logistic regression models to estimate OR and 95% CI for each group of alleles, adjusting for maternal genotype and number of live births. RESULTS: We found increased risk of RA among mothers who had any child with SE (OR 3.0; 95% CI 2.0 to 4.6); DERAA (OR 1.7; 95% CI 1.1 to 2.6); or valine (OR 2.3; 95% CI 1.6 to 3.5), lysine (OR 2.3; 95% CI 1.5 to 3.4) and alanine (OR 2.8; 95% CI 1.2 to 6.4) at DRB1 positions 11, 71 and 74, respectively. Among non-carrier mothers, increased risk of RA was associated with having children who carried DERAA (OR 1.7; 95% CI 1.0 to 2.7) and alleles encoding lysine at DRB1 position 71 (OR 2.3; 95% CI 1.5 to 4.8). CONCLUSION: Findings support the hypothesis that a child's genotype can contribute independently to risk of RA among mothers.


Asunto(s)
Artritis Reumatoide/epidemiología , Antígenos HLA-B/genética , Cadenas beta de HLA-DP/genética , Cadenas HLA-DRB1/genética , Exposición Materna/estadística & datos numéricos , Madres/estadística & datos numéricos , Adulto , Anciano , Alelos , Artritis Reumatoide/genética , Estudios de Casos y Controles , Femenino , Genotipo , Humanos , Modelos Logísticos , Persona de Mediana Edad , Análisis Multivariante , Oportunidad Relativa
10.
Nature ; 476(7359): 214-9, 2011 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-21833088

RESUMEN

Multiple sclerosis is a common disease of the central nervous system in which the interplay between inflammatory and neurodegenerative processes typically results in intermittent neurological disturbance followed by progressive accumulation of disability. Epidemiological studies have shown that genetic factors are primarily responsible for the substantially increased frequency of the disease seen in the relatives of affected individuals, and systematic attempts to identify linkage in multiplex families have confirmed that variation within the major histocompatibility complex (MHC) exerts the greatest individual effect on risk. Modestly powered genome-wide association studies (GWAS) have enabled more than 20 additional risk loci to be identified and have shown that multiple variants exerting modest individual effects have a key role in disease susceptibility. Most of the genetic architecture underlying susceptibility to the disease remains to be defined and is anticipated to require the analysis of sample sizes that are beyond the numbers currently available to individual research groups. In a collaborative GWAS involving 9,772 cases of European descent collected by 23 research groups working in 15 different countries, we have replicated almost all of the previously suggested associations and identified at least a further 29 novel susceptibility loci. Within the MHC we have refined the identity of the HLA-DRB1 risk alleles and confirmed that variation in the HLA-A gene underlies the independent protective effect attributable to the class I region. Immunologically relevant genes are significantly overrepresented among those mapping close to the identified loci and particularly implicate T-helper-cell differentiation in the pathogenesis of multiple sclerosis.


Asunto(s)
Predisposición Genética a la Enfermedad/genética , Inmunidad Celular/inmunología , Esclerosis Múltiple/genética , Esclerosis Múltiple/inmunología , Alelos , Diferenciación Celular/inmunología , Europa (Continente)/etnología , Genoma Humano/genética , Estudio de Asociación del Genoma Completo , Antígenos HLA-A/genética , Antígenos HLA-DR/genética , Cadenas HLA-DRB1 , Humanos , Inmunidad Celular/genética , Complejo Mayor de Histocompatibilidad/genética , Polimorfismo de Nucleótido Simple/genética , Tamaño de la Muestra , Linfocitos T Colaboradores-Inductores/citología , Linfocitos T Colaboradores-Inductores/inmunología
11.
Hum Mol Genet ; 23(25): 6746-61, 2014 Dec 20.
Artículo en Inglés | MEDLINE | ID: mdl-25080502

RESUMEN

The protein kinase C alpha (PRKCA) gene, encoding a Th17-cell-selective kinase, was repeatedly associated with multiple sclerosis (MS), but the underlying pathogenic mechanism remains unknown. We replicated the association in Italians (409 cases, 723 controls), identifying a protective signal in the PRKCA promoter (P = 0.033), and a risk haplotype in intron 3 (P = 7.7 × 10(-4); meta-analysis with previously published data: P = 4.01 × 10(-8)). Expression experiments demonstrated that the protective signal is associated with alleles conferring higher PRKCA expression levels, well fitting our observation that MS patients have significantly lower PRKCA mRNA levels in blood. The risk haplotype was shown to be driven by a GGTG ins/del polymorphism influencing the heterogeneous nuclear ribonucleoprotein H-dependent inclusion/skipping of a PRKCA alternative exon 3*. Indeed, exon 3* can be present in two different versions in PRKCA mRNAs (out-of-frame 61 bp or in-frame 66 bp long), and is preferentially included in transcripts generated through a premature polyadenylation event. The GGTG insertion downregulates 3* inclusion and shifts splicing towards the 66 bp isoform. Both events reduce the nonsense-mediated mRNA-decay-induced degradation of exon 3*-containing mRNAs. Since we demonstrated that the protein isoform produced through premature polyadenylation aberrantly localizes to the plasma membrane and/or in cytoplasmic clusters, dysregulated PRKCA 3* inclusion may represent an additional mechanism relevant to MS susceptibility.


Asunto(s)
Empalme Alternativo , Predisposición Genética a la Enfermedad , Esclerosis Múltiple/genética , Proteína Quinasa C-alfa/genética , ARN Mensajero/genética , Alelos , Línea Celular , Cromosomas Humanos Par 17/química , Exones , Femenino , Sitios Genéticos , Humanos , Mutación INDEL , Intrones , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/metabolismo , Esclerosis Múltiple/patología , Regiones Promotoras Genéticas , Proteína Quinasa C-alfa/química , Proteína Quinasa C-alfa/metabolismo , Estabilidad del ARN , ARN Mensajero/química , ARN Mensajero/metabolismo , Transducción de Señal
12.
Hum Mol Genet ; 23(7): 1916-22, 2014 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-24234648

RESUMEN

Genome-wide association studies have been successful in identifying common variants that influence the susceptibility to complex diseases. From these studies, it has emerged that there is substantial overlap in susceptibility loci between diseases. In line with those findings, we hypothesized that shared genetic pathways may exist between multiple sclerosis (MS) and amyotrophic lateral sclerosis (ALS). While both diseases may have inflammatory and neurodegenerative features, epidemiological studies have indicated an increased co-occurrence within individuals and families. To this purpose, we combined genome-wide data from 4088 MS patients, 3762 ALS patients and 12 030 healthy control individuals in whom 5 440 446 single-nucleotide polymorphisms (SNPs) were successfully genotyped or imputed. We tested these SNPs for the excess association shared between MS and ALS and also explored whether polygenic models of SNPs below genome-wide significance could explain some of the observed trait variance between diseases. Genome-wide association meta-analysis of SNPs as well as polygenic analyses fails to provide evidence in favor of an overlap in genetic susceptibility between MS and ALS. Hence, our findings do not support a shared genetic background of common risk variants in MS and ALS.


Asunto(s)
Esclerosis Amiotrófica Lateral/epidemiología , Esclerosis Amiotrófica Lateral/genética , Esclerosis Múltiple/epidemiología , Esclerosis Múltiple/genética , Comorbilidad , Predisposición Genética a la Enfermedad , Humanos , Polimorfismo de Nucleótido Simple
13.
J Autoimmun ; 74: 201-207, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27388144

RESUMEN

Systemic lupus erythematosus (SLE) disproportionately affects women of reproductive age. During pregnancy, women are exposed to various sources of fetal material possibly constituting a significant immunologic exposure relevant to the development of SLE. The objective of this study was to investigate whether having any children who carry DRB1 alleles associated with SLE increase the risk of maternal SLE. This case-control study is based on the University of California, San Francisco Mother-Child Immunogenetic Study and from studies at the Inova Translational Medicine Institute. Analyses were conducted using data for 1304 mothers (219 cases/1085 controls) and their respective 1664 children. We selected alleles based on their known association with risk of SLE (DRB1*03:01, *15:01, or *08:01) or Epstein-Barr virus (EBV) glycoproteins (*04:01) due to the established EBV association with SLE risk. We used logistic regression models to estimate odds ratios (OR) and 95% confidence intervals (CI) for each allele of interest, taking into account maternal genotype and number of live births. We found an increase in risk of maternal SLE associated with exposure to children who inherited DRB1*04:01 from their father (OR 1.9; 95% CI, 1.1-3.2), among *04:01 allele-negative mothers. Increased risk was only present among mothers who were positive for one or more SLE risk-associated alleles (*03:01, *15:01 and/or *08:01). We did not find increased risk of maternal SLE associated with any other tested allele. These findings support the hypothesis that a child's alleles inherited from the father influence a mother's subsequent risk of SLE.


Asunto(s)
Genotipo , Cadenas HLA-DRB1/genética , Lupus Eritematoso Sistémico/etiología , Intercambio Materno-Fetal/genética , Intercambio Materno-Fetal/inmunología , Adulto , Alelos , Autoanticuerpos/sangre , Autoanticuerpos/inmunología , Estudios de Casos y Controles , Niño , Femenino , Predisposición Genética a la Enfermedad , Humanos , Lupus Eritematoso Sistémico/epidemiología , Persona de Mediana Edad , Oportunidad Relativa , Embarazo
14.
Ann Neurol ; 78(1): 115-27, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25914168

RESUMEN

OBJECTIVE: A proportion of multiple sclerosis (MS) patients experience disease activity despite treatment. The early identification of the most effective drug is critical to impact long-term outcome and to move toward a personalized approach. The aim of the present study is to identify biomarkers for further clinical development and to yield insights into the pathophysiology of disease activity. METHODS: We performed a genome-wide association study in interferon-ß (IFNß)-treated MS patients followed by validation in 3 independent cohorts. The role of the validated variant was examined in several RNA data sets, and the function of the presumed target gene was explored using an RNA interference approach in primary T cells in vitro. RESULTS: We found an association between rs9828519(G) and nonresponse to IFNß (pdiscovery = 4.43 × 10(-8)) and confirmed it in a meta-analysis across 3 replication data sets (preplication = 7.78 × 10(-4)). Only 1 gene is found in the linkage disequilibrium block containing rs9828519: SLC9A9. Exploring the function of this gene, we see that SLC9A9 mRNA expression is diminished in MS subjects who are more likely to have relapses. Moreover, SLC9A9 knockdown in T cells in vitro leads an increase in expression of IFNγ, which is a proinflammatory molecule. INTERPRETATION: This study identifies and validates the role of rs9828519, an intronic variant in SLC9A9, in IFNß-treated subjects, demonstrating a successful pharmacogenetic screen in MS. Functional characterization suggests that SLC9A9, an Na(+) -H(+) exchanger found in endosomes, appears to influence the differentiation of T cells to a proinflammatory fate and may have a broader role in MS disease activity, outside of IFNß treatment.


Asunto(s)
Adyuvantes Inmunológicos/uso terapéutico , Citocinas/inmunología , Interferón beta/uso terapéutico , Esclerosis Múltiple Recurrente-Remitente/genética , Intercambiadores de Sodio-Hidrógeno/genética , Linfocitos T/inmunología , Adolescente , Adulto , Diferenciación Celular/genética , Células Cultivadas , Estudios de Cohortes , Citocinas/genética , Citocinas/metabolismo , Femenino , Perfilación de la Expresión Génica , Técnicas de Silenciamiento del Gen , Humanos , Técnicas In Vitro , Interferón beta-1a , Interferon beta-1b , Leucocitos Mononucleares/metabolismo , Masculino , Persona de Mediana Edad , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológico , Esclerosis Múltiple Recurrente-Remitente/inmunología , ARN Interferente Pequeño , Linfocitos T/metabolismo , Adulto Joven
15.
Mult Scler ; 22(13): 1655-1664, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-26819262

RESUMEN

BACKGROUND: Infection with the Epstein-Barr virus (EBV) is associated with an increased risk of multiple sclerosis (MS). OBJECTIVE: We sought genetic loci influencing EBV nuclear antigen-1 (EBNA-1) IgG titers and hypothesized that they may play a role in MS risk. METHODS: We performed a genome-wide association study (GWAS) of anti-EBNA-1 IgG titers in 3599 individuals from an unselected twin family cohort, followed by a meta-analysis with data from an independent EBNA-1 GWAS. We then examined the shared polygenic risk between the EBNA-1 GWAS (effective sample size (Neff) = 5555) and a large MS GWAS (Neff = 15,231). RESULTS: We identified one locus of strong association within the human leukocyte antigen (HLA) region, of which the most significantly associated genotyped single nucleotide polymorphism (SNP) was rs2516049 (p = 4.11 × 10-9). A meta-analysis including data from another EBNA-1 GWAS in a cohort of Mexican-American families confirmed that rs2516049 remained the most significantly associated SNP (p = 3.32 × 10-20). By examining the shared polygenic risk, we show that the genetic risk for elevated anti-EBNA-1 titers is positively correlated with the development of MS, and that elevated EBNA-1 titers are not an epiphenomena secondary to MS. In the joint meta-analysis of EBNA-1 titers and MS, loci at 1p22.1, 3p24.1, 3q13.33, and 10p15.1 reached genome-wide significance (p < 5 × 10-8). CONCLUSIONS: Our results suggest that apart from the confirmed HLA region, the association of anti-EBNA-1 IgG titer with MS risk is also mediated through non-HLA genes, and that studies aimed at identifying genetic loci influencing EBNA immune response provides a novel opportunity to identify new and characterize existing genetic risk factors for MS.


Asunto(s)
Antígenos Nucleares del Virus de Epstein-Barr , Estudio de Asociación del Genoma Completo , Esclerosis Múltiple/etiología , Sitios Genéticos , Humanos , Riesgo
16.
PLoS Genet ; 9(11): e1003926, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24278027

RESUMEN

The major histocompatibility complex (MHC) region is strongly associated with multiple sclerosis (MS) susceptibility. HLA-DRB1*15:01 has the strongest effect, and several other alleles have been reported at different levels of validation. Using SNP data from genome-wide studies, we imputed and tested classical alleles and amino acid polymorphisms in 8 classical human leukocyte antigen (HLA) genes in 5,091 cases and 9,595 controls. We identified 11 statistically independent effects overall: 6 HLA-DRB1 and one DPB1 alleles in class II, one HLA-A and two B alleles in class I, and one signal in a region spanning from MICB to LST1. This genomic segment does not contain any HLA class I or II genes and provides robust evidence for the involvement of a non-HLA risk allele within the MHC. Interestingly, this region contains the TNF gene, the cognate ligand of the well-validated TNFRSF1A MS susceptibility gene. The classical HLA effects can be explained to some extent by polymorphic amino acid positions in the peptide-binding grooves. This study dissects the independent effects in the MHC, a critical region for MS susceptibility that harbors multiple risk alleles.


Asunto(s)
Estudio de Asociación del Genoma Completo , Cadenas HLA-DRB1/genética , Complejo Mayor de Histocompatibilidad/genética , Esclerosis Múltiple/genética , Alelos , Mapeo Cromosómico , Predisposición Genética a la Enfermedad , Cadenas beta de HLA-DP/genética , Haplotipos , Antígenos de Histocompatibilidad Clase I/genética , Humanos , Péptidos y Proteínas de Señalización Intracelular , Desequilibrio de Ligamiento , Proteínas de la Membrana/genética , Esclerosis Múltiple/patología , Polimorfismo de Nucleótido Simple , Receptores Tipo I de Factores de Necrosis Tumoral/genética
17.
Am J Hum Genet ; 90(3): 524-32, 2012 Mar 09.
Artículo en Inglés | MEDLINE | ID: mdl-22365150

RESUMEN

We have previously shown that rheumatoid arthritis (RA) risk alleles overlap between different ethnic groups. Here, we utilize a multiethnic approach to show that we can effectively discover RA risk alleles. Thirteen putatively associated SNPs that had not yet exceeded genome-wide significance (p < 5 × 10(-8)) in our previous RA genome-wide association study (GWAS) were analyzed in independent sample sets consisting of 4,366 cases and 17,765 controls of European, African American, and East Asian ancestry. Additionally, we conducted an overall association test across all 65,833 samples (a GWAS meta-analysis plus the replication samples). Of the 13 SNPs investigated, four were significantly below the study-wide Bonferroni corrected p value threshold (p < 0.0038) in the replication samples. Two SNPs (rs3890745 at the 1p36 locus [p = 2.3 × 10(-12)] and rs2872507 at the 17q12 locus [p = 1.7 × 10(-9)]) surpassed genome-wide significance in all 16,659 RA cases and 49,174 controls combined. We used available GWAS data to fine map these two loci in Europeans and East Asians, and we found that the same allele conferred risk in both ethnic groups. A series of bioinformatic analyses identified TNFRSF14-MMEL1 at the 1p36 locus and IKZF3-ORMDL3-GSDMB at the 17q12 locus as the genes most likely associated with RA. These findings demonstrate empirically that a multiethnic approach is an effective strategy for discovering RA risk loci, and they suggest that combining GWASs across ethnic groups represents an efficient strategy for gaining statistical power.


Asunto(s)
Artritis Reumatoide/etnología , Artritis Reumatoide/genética , Cromosomas Humanos Par 17 , Cromosomas Humanos Par 1 , Sitios Genéticos , Alelos , Estudios de Casos y Controles , Biología Computacional/métodos , Etnicidad/genética , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo/métodos , Genotipo , Humanos , Factor de Transcripción Ikaros/genética , Desequilibrio de Ligamiento , Proteínas de la Membrana/genética , Proteínas de Neoplasias/genética , Neprilisina/genética , Polimorfismo de Nucleótido Simple , Miembro 14 de Receptores del Factor de Necrosis Tumoral/genética
18.
Mult Scler ; 21(13): 1670-80, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25948629

RESUMEN

BACKGROUND: More than 100 common variants underlying multiple sclerosis (MS) susceptibility have been identified, but their effect on disease phenotype is still largely unknown. OBJECTIVE: The objective of this paper is to assess whether the cumulative genetic risk score of currently known susceptibility variants affects clinical presentation. METHODS: A cumulative genetic risk score was based on four human leukocyte antigen (HLA) and 106 non-HLA risk loci genotyped or imputed in 842 Belgian MS patients and 321 controls. Non-parametric analyses were applied. RESULTS: An increased genetic risk is observed for MS patients, including subsets such as oligoclonal band-negative and primary progressive MS patients, compared to controls. Within the patient group, a stronger association between HLA risk variants and the presence of oligoclonal bands, an increased immunoglobulin G (IgG) index and female gender was apparent. Results suggest an association between a higher accumulation of non-HLA risk variants and increased relapse rate as well as shorter relapse-free intervals after disease onset. CONCLUSION: MS patients display a significantly increased genetic risk compared to controls, irrespective of disease course or presence of oligoclonal bands. Whereas the cumulative burden of non-HLA risk variants appears to be reflected in the relapses of MS patients, the HLA region influences intrathecal IgG levels.


Asunto(s)
Predisposición Genética a la Enfermedad , Antígenos HLA/genética , Inmunoglobulina G/líquido cefalorraquídeo , Esclerosis Múltiple Crónica Progresiva/epidemiología , Esclerosis Múltiple Crónica Progresiva/genética , Bandas Oligoclonales/genética , Adulto , Alelos , Bélgica/epidemiología , Femenino , Genotipo , Humanos , Inmunoglobulina G/sangre , Masculino , Bandas Oligoclonales/líquido cefalorraquídeo , Fenotipo , Polimorfismo de Nucleótido Simple , Recurrencia , Factores de Riesgo
19.
Hum Mol Genet ; 21(19): 4334-47, 2012 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-22718199

RESUMEN

A small proportion of human immunodeficiency virus-1 (HIV-1) infected individuals, termed HIV-1 controllers, suppress viral replication to very low levels in the absence of therapy. Genetic investigations of this phenotype have strongly implicated variation in the class I major histocompatibility complex (MHC) region as key to HIV-1 control. We collected sequence-based classical class I HLA genotypes at 4-digit resolution in HIV-1-infected African American controllers and progressors (n = 1107), and tested them for association with host control using genome-wide single nucleotide polymorphism data to account for population structure. Several classical alleles at HLA-B were associated with host control, including B*57:03 [odds ratio (OR) = 5.1; P= 3.4 × 10(-18)] and B*81:01 (OR = 4.8; P= 1.3 × 10(-9)). Analysis of variable amino acid positions demonstrates that HLA-B position 97 is the most significant association with host control in African Americans (omnibus P = 1.2 × 10(-21)) and explains the signal of several HLA-B alleles, including B*57:03. Within HLA-B, we also identified independent effects at position 116 (omnibus P= 2.8 × 10(-15)) in the canonical F pocket, position 63 in the B pocket (P= 1.5 × 10(-3)) and the non-pocket position 245 (P= 8.8 × 10(-10)), which is thought to influence CD8-binding kinetics. Adjusting for these HLA-B effects, there is evidence for residual association in the MHC region. These results underscore the key role of HLA-B in affecting HIV-1 replication, likely through the molecular interaction between HLA-B and viral peptides presented by infected cells, and suggest that sites outside the peptide-binding pocket also influence HIV-1 control.


Asunto(s)
Negro o Afroamericano/genética , Variación Genética , Infecciones por VIH/genética , VIH-1/fisiología , Antígenos HLA-B/genética , Resistencia a la Enfermedad , Infecciones por VIH/inmunología , Infecciones por VIH/virología , Antígenos HLA/genética , Antígenos HLA/inmunología , Antígenos HLA-B/inmunología , Humanos , Polimorfismo de Nucleótido Simple
20.
Cochrane Database Syst Rev ; (9): CD005041, 2014 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-25230710

RESUMEN

BACKGROUND: Symptoms of attention deficit hyperactivity disorder (ADHD), diagnosed mainly in children, often persist into adulthood. Adults in this group have a high rate of other psychiatric problems and functional difficulties in a number of key areas such as academic achievement, interpersonal relationships, and employment. Although the usefulness of immediate-release methylphenidate in children has been extensively studied, studies in adults, which are few, demonstrate varying results. OBJECTIVES: To evaluate the efficacy and tolerability of immediate-release methylphenidate versus placebo in the treatment of adults with ADHD. SEARCH METHODS: We searched the following databases in November 2013: CENTRAL, Ovid MEDLINE, EMBASE, PsycINFO, Database of Abstracts of Reviews of Effects (DARE), and two trials registers. Biosis was searched in December 2013. We inspected references of all relevant papers to identify more studies and contacted authors of recently published trials. SELECTION CRITERIA: We included all randomized trials comparing immediate-release methylphenidate versus placebo in participants aged 18 years or older with ADHD. We excluded trials conducted on subpopulations of adults with ADHD such as adults with both ADHD and substance dependence. DATA COLLECTION AND ANALYSIS: Two review authors independently selected trials, extracted data, and assessed trial risk of bias. We contacted authors of trials to ask for additional and missing data. For dichotomous outcomes, we calculated risk ratios (RRs) and 95% confidence intervals (CIs). For continuous outcomes, we calculated mean differences (MDs) or standardized mean differences (SMDs) with 95% CIs. MAIN RESULTS: Results from the 11 randomized controlled trials (474 participants, counting participants from cross-over studies as a single arm, and counting both arms from parallel studies) included in the review demonstrated improvement in core clinical ADHD symptoms of hyperactivity, impulsivity, and inattentiveness, and overall improvement. We were able to pool results from 10 studies, which included 466 participants.Most included studies were judged to have unclear risk of bias for most categories. However, as all studies were randomized, double-blind, and placebo-controlled and, in general, did not contain factors that significantly decreased the quality of the body of evidence, the quality of evidence was assessed as "high" for most outcomes according to the GRADE (Grades of Recommendation, Assessment, Development, and Evaluation) approach. For one outcome-inattentiveness-most information came from studies at unclear risk of bias, and so the quality of evidence for this outcome was judged as "moderate."Results are given as SMD for each of the core clinical symptoms of ADHD. In all cases, participant numbers were calculated by counting participants in a single arm from cross-over studies and in both arms from parallel studies. The SMD for the outcome of hyperactivity was -0.60 (95% CI -1.11 to -0.09, 6 studies, number of participants (n) = 245, high-quality evidence) in favor of immediate-release methylphenidate; the SMD for impulsivity was -0.62 (95% CI -1.08 to -0.17, 5 studies, n = 207, high-quality evidence) in favor of immediate-release methylphenidate; and the SMD for inattentiveness was -0.66 (95% CI -1.02 to -0.30, 7 studies, n = 391, moderate-quality evidence) in favor of immediate-release methylphenidate. Moderate to extreme statistical heterogeneity was detected for all outcomes. Subgroup analysis comparing high versus low doses did not indicate that higher doses of immediate-release methylphenidate were associated with greater efficacy.For overall change, the SMD was -0.72 (95% CI -1.12 to -0.32, 9 studies, n = 455, high-quality evidence) in favor of immediate-release methylphenidate.The effects of immediate-release methylphenidate on anxiety and depression as parameters of general changes in mental state were equivocal. Some trials reported reduction in depression and anxiety, others detailed no change, and still others described an increase in depressive and anxious symptoms.The most common adverse effect was loss of appetite, in some cases with weight loss. Although no study reported either of these effects as problematic or severe, the included studies were of short duration; thus clinical significance could not be properly assessed. Five studies reported changes in systolic or diastolic blood pressure, and three reported increases in heart rate. None of these results were judged to present cause for concern. No study reported clinically significant adverse effects-cardiovascular or other. Three studies did not mention adverse effects. We were unable to determine whether adverse effects were not discussed by study authors because none occurred, or because no data on adverse effects were collected. AUTHORS' CONCLUSIONS: Data from randomized controlled trials suggest that immediate-release methylphenidate is efficacious for treating adults with ADHD with symptoms of hyperactivity, impulsivity, and inattentiveness, and for improving their overall clinical condition. Trial data suggest that adverse effects from immediate-release methylphenidate for adults with ADHD are not of serious clinical significance, although this conclusion may be limited, certainly in the case of weight loss, by the short duration of published studies.


Asunto(s)
Trastorno por Déficit de Atención con Hiperactividad/tratamiento farmacológico , Estimulantes del Sistema Nervioso Central/uso terapéutico , Metilfenidato/uso terapéutico , Adolescente , Adulto , Estimulantes del Sistema Nervioso Central/efectos adversos , Humanos , Metilfenidato/efectos adversos , Persona de Mediana Edad , Ensayos Clínicos Controlados Aleatorios como Asunto
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