Ontology highlight
ABSTRACT:
PROVIDER: PRJNA595703 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10693300_1.fastq.gz | Fastqsanger.gz | |||
| SRR10693300_2.fastq.gz | Fastqsanger.gz | |||
| SRR10693301_1.fastq.gz | Fastqsanger.gz | |||
| SRR10693301_2.fastq.gz | Fastqsanger.gz | |||
| SRR10693302_1.fastq.gz | Fastqsanger.gz |
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Project description:BACKGROUND. Lower respiratory tract infection (LRTI) is a leading cause of death in children worldwide. LRTI diagnosis is challenging since non-infectious respiratory illnesses appear clinically similar and existing microbiologic tests are often falsely negative or detect incidentally-carried microbes common in children. These challenges result in antimicrobial overuse and adverse patient outcomes. Lower airway metagenomics has the potential to detect host and microbial signatures of LRTI. Whether it can be applied at scale and in a pediatric population to enable improved diagnosis and precision treatment remains unclear. METHODS. We used tracheal aspirate RNA-sequencing to profile host gene expression and respiratory microbiota in 261 children with acute respiratory failure. We developed a random forest gene expression classifier for LRTI by training on patients with an established diagnosis of LRTI (n=117) or of non-infectious respiratory failure (n=50). We then developed a classifier that integrates the: i) host LRTI probability, ii) abundance of respiratory viruses, and iii) dominance in the lung microbiome of bacteria/fungi considered pathogenic by a rules-based algorithm. RESULTS. The host classifier achieved a median AUC of 0.967 by 5-fold cross-validation, driven by activation markers of T cells, alveolar macrophages and the interferon response. The integrated classifier achieved a median AUC of 0.986 and significantly increased the confidence of patient classifications. When applied to patients with an uncertain diagnosis (n=94), the integrated classifier indicated LRTI in 52% of cases and nominated likely causal pathogens in 98% of those. CONCLUSIONS. Lower airway metagenomics enables accurate LRTI diagnosis and pathogen identification in a heterogeneous cohort of critically ill children through integration of host, pathogen, and microbiome features.
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Project description:Exposure to dogs in early infancy has been shown to reduce the risk of childhood allergic disease development and dog-ownership is associated with a distinct house dust microbial exposure. Here we demonstrate, using murine models, that exposure of mice toM-BM- dog-associated house dust protects against ovalbumin or cockroach allergen mediated airway pathology. Protected animals exhibited significant reductions in the total number of airway T cells, down-regulation of Th2-related airway responses as well as mucin secretion. Following house dust exposure, the cecal microbiome of protected animals was extensively restructured with significant enrichment of, amongst others, Lactobacillus johnsonii. Supplementation of wild type animals with L. johnsonii protected them against both airway allergen challenge or infection with respiratory syncytial virus. L. johnsonii mediated protection wasM-BM- associated with significant reductions in the total number and proportion of activated CD11c+/CD11b+ and CD11c+/CD8+ cells, as well as significantly reduced airway Th2 cytokine expression. Our results reveal that exposure to dog-associated household dust results in protection against airway allergen challenge and a distinct GI microbiome composition. Moreover the study identifies L. johnsonii as a pivotal species within the gastrointestinal tract capable of influencing adaptive immunity at remote mucosal surfaces in a manner that is protective against a variety of respiratory insults. The G2 PhyloChip microarray platform (commercially available from Second Genome, Inc.) was used to profile cecal gut bacteria from 29 mice: 7 controls, 5 gavaged with dust from homes with pets, 5 gavaged with dust from homes with no pets, 4 CRA-challenged, 4 gavaged with L. johnsonii, and 4 gavaged with L. johnsonii prior to CRA challenge. The PhyloChip was also used to profile 1 house dust sample collected from a home with dogs
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Project description:Exposure to dogs in early infancy has been shown to reduce the risk of childhood allergic disease development and dog-ownership is associated with a distinct house dust microbial exposure. Here we demonstrate, using murine models, that exposure of mice toM-BM- dog-associated house dust protects against ovalbumin or cockroach allergen mediated airway pathology. Protected animals exhibited significant reductions in the total number of airway T cells, down-regulation of Th2-related airway responses as well as mucin secretion. Following house dust exposure, the cecal microbiome of protected animals was extensively restructured with significant enrichment of, amongst others, Lactobacillus johnsonii. Supplementation of wild type animals with L. johnsonii protected them against both airway allergen challenge or infection with respiratory syncytial virus. L. johnsonii mediated protection wasM-BM- associated with significant reductions in the total number and proportion of activated CD11c+/CD11b+ and CD11c+/CD8+ cells, as well as significantly reduced airway Th2 cytokine expression. Our results reveal that exposure to dog-associated household dust results in protection against airway allergen challenge and a distinct GI microbiome composition. Moreover the study identifies L. johnsonii as a pivotal species within the gastrointestinal tract capable of influencing adaptive immunity at remote mucosal surfaces in a manner that is protective against a variety of respiratory insults. The G2 PhyloChip microarray platform (commercially available from Second Genome, Inc.) was used to profile cecal gut bacteria from 29 mice: 7 controls, 5 gavaged with dust from homes with pets, 5 gavaged with dust from homes with no pets, 4 CRA-challenged, 4 gavaged with L. johnsonii, and 4 gavaged with L. johnsonii prior to CRA challenge. The PhyloChip was also used to profile 1 house dust sample collected from a home with dogs
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Project description:Exposure to dogs in early infancy has been shown to reduce the risk of childhood allergic disease development and dog-ownership is associated with a distinct house dust microbial exposure. Here we demonstrate, using murine models, that exposure of mice to dog-associated house dust protects against ovalbumin or cockroach allergen mediated airway pathology. Protected animals exhibited significant reductions in the total number of airway T cells, down-regulation of Th2-related airway responses as well as mucin secretion. Following house dust exposure, the cecal microbiome of protected animals was extensively restructured with significant enrichment of, amongst others, Lactobacillus johnsonii. Supplementation of wild type animals with L. johnsonii protected them against both airway allergen challenge or infection with respiratory syncytial virus. L. johnsonii mediated protection was associated with significant reductions in the total number and proportion of activated CD11c+/CD11b+ and CD11c+/CD8+ cells, as well as significantly reduced airway Th2 cytokine expression. Our results reveal that exposure to dog-associated household dust results in protection against airway allergen challenge and a distinct GI microbiome composition. Moreover the study identifies L. johnsonii as a pivotal species within the gastrointestinal tract capable of influencing adaptive immunity at remote mucosal surfaces in a manner that is protective against a variety of respiratory insults.
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Project description:Exposure to dogs in early infancy has been shown to reduce the risk of childhood allergic disease development and dog-ownership is associated with a distinct house dust microbial exposure. Here we demonstrate, using murine models, that exposure of mice to dog-associated house dust protects against ovalbumin or cockroach allergen mediated airway pathology. Protected animals exhibited significant reductions in the total number of airway T cells, down-regulation of Th2-related airway responses as well as mucin secretion. Following house dust exposure, the cecal microbiome of protected animals was extensively restructured with significant enrichment of, amongst others, Lactobacillus johnsonii. Supplementation of wild type animals with L. johnsonii protected them against both airway allergen challenge or infection with respiratory syncytial virus. L. johnsonii mediated protection was associated with significant reductions in the total number and proportion of activated CD11c+/CD11b+ and CD11c+/CD8+ cells, as well as significantly reduced airway Th2 cytokine expression. Our results reveal that exposure to dog-associated household dust results in protection against airway allergen challenge and a distinct GI microbiome composition. Moreover the study identifies L. johnsonii as a pivotal species within the gastrointestinal tract capable of influencing adaptive immunity at remote mucosal surfaces in a manner that is protective against a variety of respiratory insults.
2013-12-20 | GSE52907 | GEO
Project description:Chronic obstructive pulmonary disease (COPD) is associated with airway inflammation and microbiota dysbiosis. However, the function of lung microbiome alteration in early COPD remains unclear. This study is the first to characterize the lower respiratory tract microbiota in early COPD patients via bronchoalveolar lavage fluid (BALF) samples. By using full-length 16S sequencing, we found that the lung microbiome of early COPD patients had lower bacterial richness and significant compositional differences than did that of the healthy smoker controls. Streptococcus was the most robustly distinguished genus in early COPD patients and was associated with decreased lung function and increased host local inflammation. Furthermore, a murine cigarette smoke model of early COPD revealed that Streptococcus mitis promotes the progression of early COPD. Single-cell transcriptomics revealed that Streptococcus mitis increased emphysematous destruction of the lung parenchyma in a mouse early COPD model by regulating the function of alveolar type II (AT2) cells and macrophages. Therefore, targeting the lower airway microbiota in combination with smoking cessation may be a potential therapeutic approach for early COPD.
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