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1.
mBio ; 14(4): e0075323, 2023 08 31.
Artigo em Inglês | MEDLINE | ID: mdl-37432034

RESUMO

Changes to gut environmental factors such as pH and osmolality due to disease or drugs correlate with major shifts in microbiome composition; however, we currently cannot predict which species can tolerate such changes or how the community will be affected. Here, we assessed the growth of 92 representative human gut bacterial strains spanning 28 families across multiple pH values and osmolalities in vitro. The ability to grow in extreme pH or osmolality conditions correlated with the availability of known stress response genes in many cases, but not all, indicating that novel pathways may participate in protecting against acid or osmotic stresses. Machine learning analysis uncovered genes or subsystems that are predictive of differential tolerance in either acid or osmotic stress. For osmotic stress, we corroborated the increased abundance of these genes in vivo during osmotic perturbation. The growth of specific taxa in limiting conditions in isolation in vitro correlated with survival in complex communities in vitro and in an in vivo mouse model of diet-induced intestinal acidification. Our data show that in vitro stress tolerance results are generalizable and that physical parameters may supersede interspecies interactions in determining the relative abundance of community members. This study provides insight into the ability of the microbiota to respond to common perturbations that may be encountered in the gut and provides a list of genes that correlate with increased ability to survive in these conditions. IMPORTANCE To achieve greater predictability in microbiota studies, it is crucial to consider physical environmental factors such as pH and particle concentration, as they play a pivotal role in influencing bacterial function and survival. For example, pH is significantly altered in various diseases, including cancers, inflammatory bowel disease, as well in the case of over-the-counter drug use. Additionally, conditions like malabsorption can affect particle concentration. In our study, we investigate how changes in environmental pH and osmolality can serve as predictive indicators of bacterial growth and abundance. Our research provides a comprehensive resource for anticipating shifts in microbial composition and gene abundance during complex perturbations. Moreover, our findings underscore the significance of the physical environment as a major driver of bacterial composition. Finally, this work emphasizes the necessity of incorporating physical measurements into animal and clinical studies to better understand the factors influencing shifts in microbiota abundance.


Assuntos
Microbioma Gastrointestinal , Microbiota , Humanos , Animais , Camundongos , Bactérias , Concentração Osmolar , Concentração de Íons de Hidrogênio
2.
Nature ; 595(7867): 415-420, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34262212

RESUMO

Gut microorganisms modulate host phenotypes and are associated with numerous health effects in humans, ranging from host responses to cancer immunotherapy to metabolic disease and obesity. However, difficulty in accurate and high-throughput functional analysis of human gut microorganisms has hindered efforts to define mechanistic connections between individual microbial strains and host phenotypes. One key way in which the gut microbiome influences host physiology is through the production of small molecules1-3, yet progress in elucidating this chemical interplay has been hindered by limited tools calibrated to detect the products of anaerobic biochemistry in the gut. Here we construct a microbiome-focused, integrated mass-spectrometry pipeline to accelerate the identification of microbiota-dependent metabolites in diverse sample types. We report the metabolic profiles of 178 gut microorganism strains using our library of 833 metabolites. Using this metabolomics resource, we establish deviations in the relationships between phylogeny and metabolism, use machine learning to discover a previously undescribed type of metabolism in Bacteroides, and reveal candidate biochemical pathways using comparative genomics. Microbiota-dependent metabolites can be detected in diverse biological fluids from gnotobiotic and conventionally colonized mice and traced back to the corresponding metabolomic profiles of cultured bacteria. Collectively, our microbiome-focused metabolomics pipeline and interactive metabolomics profile explorer are a powerful tool for characterizing microorganisms and interactions between microorganisms and their host.


Assuntos
Bactérias/metabolismo , Microbioma Gastrointestinal , Metaboloma , Metabolômica/métodos , Animais , Bactérias/classificação , Bactérias/genética , Bacteroides/genética , Bacteroides/metabolismo , Genes Bacterianos/genética , Genômica , Interações entre Hospedeiro e Microrganismos , Humanos , Masculino , Camundongos , Nitrogênio/metabolismo , Fenótipo , Filogenia
3.
Cell ; 182(6): 1460-1473.e17, 2020 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-32916129

RESUMO

The gut microbiome has been implicated in multiple human chronic gastrointestinal (GI) disorders. Determining its mechanistic role in disease has been difficult due to apparent disconnects between animal and human studies and lack of an integrated multi-omics view of disease-specific physiological changes. We integrated longitudinal multi-omics data from the gut microbiome, metabolome, host epigenome, and transcriptome in the context of irritable bowel syndrome (IBS) host physiology. We identified IBS subtype-specific and symptom-related variation in microbial composition and function. A subset of identified changes in microbial metabolites correspond to host physiological mechanisms that are relevant to IBS. By integrating multiple data layers, we identified purine metabolism as a novel host-microbial metabolic pathway in IBS with translational potential. Our study highlights the importance of longitudinal sampling and integrating complementary multi-omics data to identify functional mechanisms that can serve as therapeutic targets in a comprehensive treatment strategy for chronic GI diseases. VIDEO ABSTRACT.


Assuntos
Microbioma Gastrointestinal/genética , Regulação da Expressão Gênica/genética , Síndrome do Intestino Irritável/metabolismo , Metaboloma , Purinas/metabolismo , Transcriptoma/genética , Animais , Ácidos e Sais Biliares/metabolismo , Biópsia , Butiratos/metabolismo , Cromatografia Líquida , Estudos Transversais , Epigenômica , Fezes/microbiologia , Feminino , Microbioma Gastrointestinal/fisiologia , Regulação da Expressão Gênica/fisiologia , Interações entre Hospedeiro e Microrganismos/genética , Humanos , Hipoxantina/metabolismo , Síndrome do Intestino Irritável/genética , Síndrome do Intestino Irritável/microbiologia , Estudos Longitudinais , Masculino , Metaboloma/fisiologia , Camundongos , Estudos Observacionais como Assunto , Estudos Prospectivos , Software , Espectrometria de Massas em Tandem , Transcriptoma/fisiologia
4.
Cell Host Microbe ; 15(3): 382-392, 2014 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-24629344

RESUMO

Inflammatory bowel diseases (IBDs), including Crohn's disease (CD), are genetically linked to host pathways that implicate an underlying role for aberrant immune responses to intestinal microbiota. However, patterns of gut microbiome dysbiosis in IBD patients are inconsistent among published studies. Using samples from multiple gastrointestinal locations collected prior to treatment in new-onset cases, we studied the microbiome in the largest pediatric CD cohort to date. An axis defined by an increased abundance in bacteria which include Enterobacteriaceae, Pasteurellacaea, Veillonellaceae, and Fusobacteriaceae, and decreased abundance in Erysipelotrichales, Bacteroidales, and Clostridiales, correlates strongly with disease status. Microbiome comparison between CD patients with and without antibiotic exposure indicates that antibiotic use amplifies the microbial dysbiosis associated with CD. Comparing the microbial signatures between the ileum, the rectum, and fecal samples indicates that at this early stage of disease, assessing the rectal mucosal-associated microbiome offers unique potential for convenient and early diagnosis of CD.


Assuntos
Bactérias/classificação , Doença de Crohn/complicações , Doença de Crohn/microbiologia , Disbiose , Trato Gastrointestinal/microbiologia , Microbiota , Adolescente , Bactérias/isolamento & purificação , Criança , Pré-Escolar , Estudos de Coortes , Humanos , Metagenoma
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