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1.
Genome Res ; 31(8): 1433-1446, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34301627

RESUMO

Gut microbial communities can respond to antibiotic perturbations by rapidly altering their taxonomic and functional composition. However, little is known about the strain-level processes that drive this collective response. Here, we characterize the gut microbiome of a single individual at high temporal and genetic resolution through a period of health, disease, antibiotic treatment, and recovery. We used deep, linked-read metagenomic sequencing to track the longitudinal trajectories of thousands of single nucleotide variants within 36 species, which allowed us to contrast these genetic dynamics with the ecological fluctuations at the species level. We found that antibiotics can drive rapid shifts in the genetic composition of individual species, often involving incomplete genome-wide sweeps of pre-existing variants. These genetic changes were frequently observed in species without obvious changes in species abundance, emphasizing the importance of monitoring diversity below the species level. We also found that many sweeping variants quickly reverted to their baseline levels once antibiotic treatment had concluded, demonstrating that the ecological resilience of the microbiota can sometimes extend all the way down to the genetic level. Our results provide new insights into the population genetic forces that shape individual microbiomes on therapeutically relevant timescales, with potential implications for personalized health and disease.


Assuntos
Microbioma Gastrointestinal , Microbiota , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Microbioma Gastrointestinal/genética , Humanos , Metagenoma , Metagenômica/métodos , Microbiota/genética
2.
Genome Res ; 29(10): 1685-1692, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31548357

RESUMO

With two genomes in the same organism, interspecific hybrids have unique fitness opportunities and costs. In both plants and yeasts, wild, pathogenic, and domesticated hybrids may eliminate portions of one parental genome, a phenomenon known as loss of heterozygosity (LOH). Laboratory evolution of hybrid yeast recapitulates these results, with LOH occurring in just a few hundred generations of propagation. In this study, we systematically looked for alleles that are beneficial when lost in order to determine how prevalent this mode of adaptation may be and to determine candidate loci that might underlie the benefits of larger-scale chromosome rearrangements. These aims were accomplished by mating Saccharomyces uvarum with the S. cerevisiae deletion collection to create hybrids such that each nonessential S. cerevisiae allele is deleted. Competitive fitness assays of these pooled, barcoded, hemizygous strains, and accompanying controls, revealed a large number of loci for which LOH is beneficial. We found that the fitness effects of hemizygosity are dependent on the species context, the selective environment, and the species origin of the deleted allele. Further, we found that hybrids have a wider distribution of fitness consequences versus matched S. cerevisiae hemizygous diploids. Our results suggest that LOH can be a successful strategy for adaptation of hybrids to new environments, and we identify candidate loci that drive the chromosomal rearrangements observed in evolution of yeast hybrids.


Assuntos
Aptidão Genética/genética , Genoma Fúngico/genética , Hibridização Genética/fisiologia , Perda de Heterozigosidade/genética , Aptidão Genética/fisiologia , Saccharomyces/genética , Saccharomyces/fisiologia , Saccharomyces cerevisiae/genética
3.
Cell Host Microbe ; 30(6): 848-862.e7, 2022 06 08.
Artigo em Inglês | MEDLINE | ID: mdl-35483363

RESUMO

Dietary fibers act through the microbiome to improve cardiovascular health and prevent metabolic disorders and cancer. To understand the health benefits of dietary fiber supplementation, we investigated two popular purified fibers, arabinoxylan (AX) and long-chain inulin (LCI), and a mixture of five fibers. We present multiomic signatures of metabolomics, lipidomics, proteomics, metagenomics, a cytokine panel, and clinical measurements on healthy and insulin-resistant participants. Each fiber is associated with fiber-dependent biochemical and microbial responses. AX consumption associates with a significant reduction in LDL and an increase in bile acids, contributing to its observed cholesterol reduction. LCI is associated with an increase in Bifidobacterium. However, at the highest LCI dose, there is increased inflammation and elevation in the liver enzyme alanine aminotransferase. This study yields insights into the effects of fiber supplementation and the mechanisms behind fiber-induced cholesterol reduction, and it shows effects of individual, purified fibers on the microbiome.


Assuntos
Fibras na Dieta , Inulina , Bifidobacterium , Ácidos e Sais Biliares , Colesterol , Fibras na Dieta/metabolismo , Humanos , Inulina/metabolismo
4.
Biomolecules ; 10(12)2020 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-33260881

RESUMO

The number of researchers using multi-omics is growing. Though still expensive, every year it is cheaper to perform multi-omic studies, often exponentially so. In addition to its increasing accessibility, multi-omics reveals a view of systems biology to an unprecedented depth. Thus, multi-omics can be used to answer a broad range of biological questions in finer resolution than previous methods. We used six omic measurements-four nucleic acid (i.e., genomic, epigenomic, transcriptomics, and metagenomic) and two mass spectrometry (proteomics and metabolomics) based-to highlight an analysis workflow on this type of data, which is often vast. This workflow is not exhaustive of all the omic measurements or analysis methods, but it will provide an experienced or even a novice multi-omic researcher with the tools necessary to analyze their data. This review begins with analyzing a single ome and study design, and then synthesizes best practices in data integration techniques that include machine learning. Furthermore, we delineate methods to validate findings from multi-omic integration. Ultimately, multi-omic integration offers a window into the complexity of molecular interactions and a comprehensive view of systems biology.


Assuntos
Aprendizado de Máquina , Metabolômica , Proteômica , Biologia de Sistemas , Humanos , Espectrometria de Massas
5.
J Clin Med Res ; 8(8): 623, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27429685

RESUMO

[This corrects the article DOI: 10.4021/jocmr810w.].

6.
Cancer Epidemiol Biomarkers Prev ; 24(3): 546-54, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25542830

RESUMO

BACKGROUND: Lignans in plant foods are metabolized by gut bacteria to the enterolignans, enterodiol (END) and enterolactone (ENL). Enterolignans have biologic activities important to the prevention of cancer and chronic diseases. We examined the composition of the gut microbial community (GMC) as a contributor to human enterolignan exposure. METHODS: We evaluated the association between the GMC in stool, urinary enterolignan excretion, and diet from a 3-day food record in 115 premenopausal (ages 40-45 years) women in the United States. Urinary enterolignans were measured using gas chromatography-mass spectroscopy. The GMC was evaluated using 454 pyrosequencing of the 16S rRNA gene. Sequences were aligned in SILVA (www.arb-silva.de). Operational taxonomic units were identified at 97% sequence similarity. Taxonomic classification was performed and alpha and beta diversity in relationship to ENL production were assessed. Multivariate analysis and regression were used to model the association between enterolignan excretion and the GMC. Bacteria associated with ENL production were identified using univariate analysis and ridge regression. RESULTS: After adjusting for dietary fiber intake and adiposity, we found a significant positive association between ENL excretion and either the GMC (P = 0.0007), or the diversity of the GMC (P = 0.01). The GMC associated with high ENL production was distinct (UNIFRAC, P < 0.003, MRPP) and enriched in Moryella spp., Acetanaerobacterium spp., Fastidiosipila spp., and Streptobacillus spp. CONCLUSION: Diversity and composition of the GMC are associated with increased human exposure to enterolignans. IMPACT: Differences in gut microbial diversity and composition explain variation in gut metabolic processes that affect environmental exposures and influence human health. Cancer Epidemiol Biomarkers Prev; 24(3); 546-54. ©2014 AACR.


Assuntos
Trato Gastrointestinal/metabolismo , Trato Gastrointestinal/microbiologia , Lignanas/biossíntese , Microbiota , 4-Butirolactona/análogos & derivados , 4-Butirolactona/metabolismo , Adulto , Registros de Dieta , Feminino , Humanos , Lignanas/metabolismo , Pessoa de Meia-Idade , Fenótipo , Pré-Menopausa/metabolismo , Estados Unidos
7.
J Clin Med Res ; 4(2): 119-26, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22505985

RESUMO

BACKGROUND: Identify variables associated with intrapartum epidural use. METHODS: Odds ratios were calculated to quantify associations between selected variables and epidural use using a population-based case-control study of Washington State birth certificate data from 2009. RESULTS: Non-Whites had 10 - 45% lower odds of epidural use relative to Whites. Foreign-born women had 25 - 45% lower odds of epidural use compared to their US-born counterparts, except for Asians. Women who smoked or induced labor had higher roughly 2-fold higher odds of epidural use compared with non-smokers or women giving birth spontaneously, respectively. Women without a high school diploma or equivalent had lower odds of epidural use relative to those who graduated. Delivering at perinatal units, rural hospitals, or non-profit hospitals had ~50% lower odds of epidural use compared with secondary/teritiary perinatal units, urban hospitals or for-profit hospitals, respectively.  CONCLUSION: Several individual and health service-related variables were associated with epidural use. These findings elucidate the clinical relevance of epidural use, and dispariaties in its utilization and in quality of care during delivery. KEYWORDS: Epidural use; Foreign birth; Labor; Racial disparities.

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