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1.
J Allergy Clin Immunol ; 151(4): 943-952, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36587850

RESUMO

BACKGROUND: The gut-lung axis is generally recognized, but there are few large studies of the gut microbiome and incident respiratory disease in adults. OBJECTIVE: We sought to investigate the association and predictive capacity of the gut microbiome for incident asthma and chronic obstructive pulmonary disease (COPD). METHODS: Shallow metagenomic sequencing was performed for stool samples from a prospective, population-based cohort (FINRISK02; N = 7115 adults) with linked national administrative health register-derived classifications for incident asthma and COPD up to 15 years after baseline. Generalized linear models and Cox regressions were used to assess associations of microbial taxa and diversity with disease occurrence. Predictive models were constructed using machine learning with extreme gradient boosting. Models considered taxa abundances individually and in combination with other risk factors, including sex, age, body mass index, and smoking status. RESULTS: A total of 695 and 392 statistically significant associations were found between baseline taxonomic groups and incident asthma and COPD, respectively. Gradient boosting decision trees of baseline gut microbiome abundance predicted incident asthma and COPD in the validation data sets with mean area under the curves of 0.608 and 0.780, respectively. Cox analysis showed that the baseline gut microbiome achieved higher predictive performance than individual conventional risk factors, with C-indices of 0.623 for asthma and 0.817 for COPD. The integration of the gut microbiome and conventional risk factors further improved prediction capacities. CONCLUSIONS: The gut microbiome is a significant risk factor for incident asthma and incident COPD and is largely independent of conventional risk factors.


Assuntos
Asma , Microbioma Gastrointestinal , Doença Pulmonar Obstrutiva Crônica , Adulto , Humanos , Estudos Prospectivos , Fatores de Risco
2.
J Allergy Clin Immunol ; 147(3): 781-793, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33678251

RESUMO

In asthma, a significant portion of the interaction between genetics and environment occurs through microbiota. The proposed mechanisms behind this interaction are complex and at times contradictory. This review covers recent developments in our understanding of this interaction: the "microbial hypothesis" and the "farm effect"; the role of endotoxin and genetic variation in pattern recognition systems; the interaction with allergen exposure; the additional involvement of host gut and airway microbiota; the role of viral respiratory infections in interaction with the 17q21 and CDHR3 genetic loci; and the importance of in utero and early-life timing of exposures. We propose a unified framework for understanding how all these phenomena interact to drive asthma pathogenesis. Finally, we point out some future challenges for continued research in this field, in particular the need for multiomic integration, as well as the potential utility of asthma endotyping.


Assuntos
Asma/imunologia , Microbioma Gastrointestinal/imunologia , Efeitos Tardios da Exposição Pré-Natal/imunologia , Animais , Asma/genética , Feminino , Interação Gene-Ambiente , Humanos , Fenótipo , Gravidez , Biologia de Sistemas
3.
J Allergy Clin Immunol ; 147(5): 1683-1691, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33091409

RESUMO

BACKGROUND: Studies indicate that the nasal microbiome may correlate strongly with the presence or future risk of childhood asthma. OBJECTIVES: In this study, we tested whether developmental trajectories of the nasopharyngeal microbiome in early life and the composition of the microbiome during illnesses were related to risk of childhood asthma. METHODS: Children participating in the Childhood Origins of Asthma study (N = 285) provided nasopharyngeal mucus samples in the first 2 years of life, during routine healthy study visits (at 2, 4, 6, 9, 12, 18, and 24 months of age), and during episodes of respiratory illnesses, all of which were analyzed for respiratory viruses and bacteria. We identified developmental trajectories of early-life microbiome composition, as well as predominant bacteria during respiratory illnesses, and we correlated these with presence of asthma at 6, 8, 11, 13, and 18 years of age. RESULTS: Of the 4 microbiome trajectories identified, a Staphylococcus-dominant microbiome in the first 6 months of life was associated with increased risk of recurrent wheezing by age 3 years and asthma that persisted throughout childhood. In addition, this trajectory was associated with the early onset of allergic sensitization. During wheezing illnesses, detection of rhinoviruses and predominance of Moraxella were associated with asthma that persisted throughout later childhood. CONCLUSION: In infancy, the developmental composition of the microbiome during healthy periods and the predominant microbes during acute wheezing illnesses are both associated with the subsequent risk of developing persistent childhood asthma.


Assuntos
Asma/epidemiologia , Microbiota , Nasofaringe/microbiologia , Adolescente , Bactérias/genética , Bactérias/isolamento & purificação , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , RNA Ribossômico 16S , Sons Respiratórios , Fatores de Risco , Vírus/genética , Vírus/isolamento & purificação
4.
Eur Respir J ; 55(1)2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31619470

RESUMO

Asthma is a common condition caused by immune and respiratory dysfunction, and it is often linked to allergy. A systems perspective may prove helpful in unravelling the complexity of asthma and allergy. Our aim is to give an overview of systems biology approaches used in allergy and asthma research. Specifically, we describe recent "omic"-level findings, and examine how these findings have been systematically integrated to generate further insight.Current research suggests that allergy is driven by genetic and epigenetic factors, in concert with environmental factors such as microbiome and diet, leading to early-life disturbance in immunological development and disruption of balance within key immuno-inflammatory pathways. Variation in inherited susceptibility and exposures causes heterogeneity in manifestations of asthma and other allergic diseases. Machine learning approaches are being used to explore this heterogeneity, and to probe the pathophysiological patterns or "endotypes" that correlate with subphenotypes of asthma and allergy. Mathematical models are being built based on genomic, transcriptomic and proteomic data to predict or discriminate disease phenotypes, and to describe the biomolecular networks behind asthma.The use of systems biology in allergy and asthma research is rapidly growing, and has so far yielded fruitful results. However, the scale and multidisciplinary nature of this research means that it is accompanied by new challenges. Ultimately, it is hoped that systems medicine, with its integration of omics data into clinical practice, can pave the way to more precise, personalised and effective management of asthma.


Assuntos
Asma , Hipersensibilidade , Asma/genética , Big Data , Humanos , Hipersensibilidade/genética , Proteômica , Biologia de Sistemas
5.
Nat Commun ; 11(1): 3761, 2020 07 28.
Artigo em Inglês | MEDLINE | ID: mdl-32724101

RESUMO

Chronic immune-mediated diseases of adulthood often originate in early childhood. To investigate genetic associations between neonatal immunity and disease, we map expression quantitative trait loci (eQTLs) in resting myeloid cells and CD4+ T cells from cord blood samples, as well as in response to lipopolysaccharide (LPS) or phytohemagglutinin (PHA) stimulation, respectively. Cis-eQTLs are largely specific to cell type or stimulation, and 31% and 52% of genes with cis-eQTLs have response eQTLs (reQTLs) in myeloid cells and T cells, respectively. We identified cis regulatory factors acting as mediators of trans effects. There is extensive colocalisation between condition-specific neonatal cis-eQTLs and variants associated with immune-mediated diseases, in particular CTSH had widespread colocalisation across diseases. Mendelian randomisation shows causal neonatal gene expression effects on disease risk for BTN3A2, HLA-C and others. Our study elucidates the genetics of gene expression in neonatal immune cells, and aetiological origins of autoimmune and allergic diseases.


Assuntos
Doenças Autoimunes/genética , Desenvolvimento Infantil/fisiologia , Regulação da Expressão Gênica no Desenvolvimento/imunologia , Hipersensibilidade/genética , Locos de Características Quantitativas/imunologia , Doenças Autoimunes/imunologia , Butirofilinas/genética , Butirofilinas/metabolismo , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Catepsina H/genética , Catepsina H/metabolismo , Criança , Pré-Escolar , Conjuntos de Dados como Assunto , Sangue Fetal/citologia , Perfilação da Expressão Gênica , Redes Reguladoras de Genes/imunologia , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Antígenos HLA-C/genética , Antígenos HLA-C/metabolismo , Humanos , Hipersensibilidade/imunologia , Lactente , Recém-Nascido , Análise da Randomização Mendeliana , Células Mieloides/imunologia , Células Mieloides/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Polimorfismo de Nucleotídeo Único , Estudos Prospectivos
6.
Cell Host Microbe ; 24(3): 341-352.e5, 2018 09 12.
Artigo em Inglês | MEDLINE | ID: mdl-30212648

RESUMO

Repeated cycles of infection-associated lower airway inflammation drive the pathogenesis of persistent wheezing disease in children. In this study, the occurrence of acute respiratory tract illnesses (ARIs) and the nasopharyngeal microbiome (NPM) were characterized in 244 infants through their first five years of life. Through this analysis, we demonstrate that >80% of infectious events involve viral pathogens, but are accompanied by a shift in the NPM toward dominance by a small range of pathogenic bacterial genera. Unexpectedly, this change frequently precedes the detection of viral pathogens and acute symptoms. Colonization of illness-associated bacteria coupled with early allergic sensitization is associated with persistent wheeze in school-aged children, which is the hallmark of the asthma phenotype. In contrast, these bacterial genera are associated with "transient wheeze" that resolves after age 3 years in non-sensitized children. Thus, to complement early allergic sensitization, monitoring NPM composition may enable early detection and intervention in high-risk children.


Assuntos
Imunoglobulina E/sangue , Microbiota/genética , Nasofaringe/microbiologia , Nasofaringe/virologia , Infecções Respiratórias/microbiologia , Infecções Respiratórias/virologia , Doença Aguda , Asma/diagnóstico , Asma/prevenção & controle , Pré-Escolar , Estudos de Coortes , Suscetibilidade a Doenças/sangue , Suscetibilidade a Doenças/microbiologia , Suscetibilidade a Doenças/virologia , Feminino , Humanos , Hipersensibilidade/diagnóstico , Hipersensibilidade/prevenção & controle , Lactente , Estudos Longitudinais , Masculino , Estudos Prospectivos , Sons Respiratórios , Infecções Respiratórias/sangue , Fatores de Risco
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