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1.
Genome Med ; 12(1): 59, 2020 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-32620143

RESUMO

BACKGROUND: Dietary glycans, widely used as food ingredients and not directly digested by humans, are of intense interest for their beneficial roles in human health through shaping the microbiome. Characterizing the consistency and temporal responses of the gut microbiome to glycans is critical for rationally developing and deploying these compounds as therapeutics. METHODS: We investigated the effect of two chemically distinct glycans (fructooligosaccharides and polydextrose) through three clinical studies conducted with 80 healthy volunteers. Stool samples, collected at dense temporal resolution (~ 4 times per week over 10 weeks) and analyzed using shotgun metagenomic sequencing, enabled detailed characterization of participants' microbiomes. For analyzing the microbiome time-series data, we developed MC-TIMME2 (Microbial Counts Trajectories Infinite Mixture Model Engine 2.0), a purpose-built computational tool based on nonparametric Bayesian methods that infer temporal patterns induced by perturbations and groups of microbes sharing these patterns. RESULTS: Overall microbiome structure as well as individual taxa showed rapid, consistent, and durable alterations across participants, regardless of compound dose or the order in which glycans were consumed. Significant changes also occurred in the abundances of microbial carbohydrate utilization genes in response to polydextrose, but not in response to fructooligosaccharides. Using MC-TIMME2, we produced detailed, high-resolution temporal maps of the microbiota in response to glycans within and across microbiomes. CONCLUSIONS: Our findings indicate that dietary glycans cause reproducible, dynamic, and differential alterations to the community structure of the human microbiome.


Assuntos
Dieta , Microbioma Gastrointestinal , Metagenoma , Metagenômica , Polissacarídeos/metabolismo , Algoritmos , Teorema de Bayes , Biodiversidade , Biologia Computacional/métodos , Fezes/microbiologia , Voluntários Saudáveis , Humanos , Metagenômica/métodos , Modelos Teóricos , Software
4.
J Pathol Inform ; 5(1): 11, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24843823

RESUMO

BACKGROUND: Pathology informatics is both emerging as a distinct subspecialty and simultaneously becoming deeply integrated within the breadth of pathology practice. As specialists, pathology informaticians need a broad skill set, including aptitude with information fundamentals, information systems, workflow and process, and governance and management. Currently, many of those seeking training in pathology informatics additionally choose training in a second subspecialty. Combining pathology informatics training with molecular pathology is a natural extension, as molecular pathology is a subspecialty with high potential for application of modern biomedical informatics techniques. METHODS AND RESULTS: Pathology informatics and molecular pathology fellows and faculty evaluated the current fellowship program's core curriculum topics and subtopics for relevance to molecular pathology. By focusing on the overlap between the two disciplines, a structured curriculum consisting of didactics, operational rotations, and research projects was developed for those fellows interested in both pathology informatics and molecular pathology. CONCLUSIONS: The scope of molecular diagnostics is expanding dramatically as technology advances and our understanding of disease extends to the genetic level. Here, we highlight many of the informatics challenges facing molecular pathology today, and outline specific informatics principles necessary for the training of future molecular pathologists.

5.
PLoS One ; 6(7): e21627, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21765899

RESUMO

Non-productive antigen receptor genes with frame shifts generated during the assembly of these genes are found in many mature lymphocytes. Transcripts from these genes have premature termination codons (PTCs) and could encode truncated proteins if they are not either inactivated or destroyed by nonsense-mediated decay (NMD). In mammalian cells, NMD can be activated by pathways that rely on the presence of an intron downstream of the PTC; however, NMD can also be activated by pathways that do not rely on these downstream introns, and pathways independent of NMD can inactivate PTC-containing transcripts. Here, through the generation and analysis of mice with gene-targeted modifications of the endogenous T cell receptor beta (Tcrb) locus, we demonstrate that in T cells in vivo, optimal clearance of PTC-containing Tcrb transcripts depends on the presence of an intron downstream of the PTC.


Assuntos
Estabilidade de RNA/genética , Fases de Leitura/genética , Receptores de Antígenos de Linfócitos T alfa-beta/genética , Alelos , Animais , Códon sem Sentido/genética , Camundongos , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Receptores de Antígenos de Linfócitos T alfa-beta/metabolismo , Linfócitos T/citologia , Linfócitos T/imunologia
6.
Proc Natl Acad Sci U S A ; 106(43): 18339-44, 2009 Oct 27.
Artigo em Inglês | MEDLINE | ID: mdl-19820166

RESUMO

Canonical chromosomal translocations juxtaposing antigen receptor genes and oncogenes are a hallmark of many lymphoid malignancies. These translocations frequently form through the joining of DNA ends from double-strand breaks (DSBs) generated by the recombinase activating gene (RAG)-1 and -2 proteins at lymphocyte antigen receptor loci and breakpoint targets near oncogenes. Our understanding of chromosomal breakpoint target selection comes primarily from the analyses of these lesions, which are selected based on their transforming properties. RAG DSBs are rarely resolved aberrantly in wild-type developing lymphocytes. However, in ataxia telangiectasia mutated (ATM)-deficient lymphocytes, RAG breaks are frequently joined aberrantly, forming chromosomal lesions such as translocations that predispose (ATM)-deficient mice and humans to the development of lymphoid malignancies. Here, an approach that minimizes selection biases is used to isolate a large cohort of breakpoint targets of aberrantly resolved RAG DSBs in Atm-deficient lymphocytes. Analyses of this cohort revealed that frequently, the breakpoint targets for aberrantly resolved RAG breaks are other DSBs. Moreover, these nonselected lesions exhibit a bias for using breakpoints in cis, forming small chromosomal deletions, rather than breakpoints in trans, forming chromosomal translocations.


Assuntos
Quebra Cromossômica , Quebras de DNA de Cadeia Dupla , Proteínas de Ligação a DNA/deficiência , Proteínas de Ligação a DNA/genética , Proteínas de Homeodomínio/genética , Linfócitos/metabolismo , Proteínas Serina-Treonina Quinases/deficiência , Translocação Genética , Proteínas Supressoras de Tumor/deficiência , Animais , Proteínas Mutadas de Ataxia Telangiectasia , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Linhagem Celular , Cromossomos de Mamíferos/metabolismo , Proteínas de Ligação a DNA/imunologia , Proteínas de Ligação a DNA/metabolismo , Proteínas de Homeodomínio/imunologia , Proteínas de Homeodomínio/metabolismo , Linfócitos/imunologia , Camundongos , Camundongos Knockout , Proteínas Serina-Treonina Quinases/genética , Proteínas Serina-Treonina Quinases/metabolismo , Receptores de Antígenos/imunologia , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo
7.
Proc Natl Acad Sci U S A ; 106(14): 5859-64, 2009 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-19321416

RESUMO

The adult human distal gut microbial community is typically dominated by 2 bacterial phyla (divisions), the Firmicutes and the Bacteroidetes. Little is known about the factors that govern the interactions between their members. Here, we examine the niches of representatives of both phyla in vivo. Finished genome sequences were generated from Eubacterium rectale and E. eligens, which belong to Clostridium Cluster XIVa, one of the most common gut Firmicute clades. Comparison of these and 25 other gut Firmicutes and Bacteroidetes indicated that the Firmicutes possess smaller genomes and a disproportionately smaller number of glycan-degrading enzymes. Germ-free mice were then colonized with E. rectale and/or a prominent human gut Bacteroidetes, Bacteroides thetaiotaomicron, followed by whole-genome transcriptional profiling, high-resolution proteomic analysis, and biochemical assays of microbial-microbial and microbial-host interactions. B. thetaiotaomicron adapts to E. rectale by up-regulating expression of a variety of polysaccharide utilization loci encoding numerous glycoside hydrolases, and by signaling the host to produce mucosal glycans that it, but not E. rectale, can access. E. rectale adapts to B. thetaiotaomicron by decreasing production of its glycan-degrading enzymes, increasing expression of selected amino acid and sugar transporters, and facilitating glycolysis by reducing levels of NADH, in part via generation of butyrate from acetate, which in turn is used by the gut epithelium. This simplified model of the human gut microbiota illustrates niche specialization and functional redundancy within members of its major bacterial phyla, and the importance of host glycans as a nutrient foundation that ensures ecosystem stability.


Assuntos
Bacteroidetes/metabolismo , Ecossistema , Eubacterium/metabolismo , Intestinos/microbiologia , Animais , Bacteroidetes/citologia , Eubacterium/citologia , Perfilação da Expressão Gênica , Regulação Bacteriana da Expressão Gênica , Genoma Bacteriano , Humanos , Redes e Vias Metabólicas/genética , Camundongos , Modelos Biológicos , Dados de Sequência Molecular , Polissacarídeos/metabolismo , Simbiose
8.
PLoS Biol ; 5(7): e156, 2007 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17579514

RESUMO

The adult human intestine contains trillions of bacteria, representing hundreds of species and thousands of subspecies. Little is known about the selective pressures that have shaped and are shaping this community's component species, which are dominated by members of the Bacteroidetes and Firmicutes divisions. To examine how the intestinal environment affects microbial genome evolution, we have sequenced the genomes of two members of the normal distal human gut microbiota, Bacteroides vulgatus and Bacteroides distasonis, and by comparison with the few other sequenced gut and non-gut Bacteroidetes, analyzed their niche and habitat adaptations. The results show that lateral gene transfer, mobile elements, and gene amplification have played important roles in affecting the ability of gut-dwelling Bacteroidetes to vary their cell surface, sense their environment, and harvest nutrient resources present in the distal intestine. Our findings show that these processes have been a driving force in the adaptation of Bacteroidetes to the distal gut environment, and emphasize the importance of considering the evolution of humans from an additional perspective, namely the evolution of our microbiomes.


Assuntos
Bacteroides/genética , Evolução Molecular , Intestinos/microbiologia , Simbiose/genética , Adaptação Fisiológica , Bacteriófagos/genética , Bacteroides/fisiologia , Bacteroides/virologia , Conjugação Genética , Elementos de DNA Transponíveis , Ecossistema , Duplicação Gênica , Transferência Genética Horizontal , Variação Genética , Genoma Bacteriano , Humanos , Dados de Sequência Molecular , Filogenia , Polissacarídeos Bacterianos/biossíntese , Polissacarídeos Bacterianos/genética , RNA Bacteriano/genética , RNA Ribossômico 16S/genética , Especificidade da Espécie
9.
Proc Natl Acad Sci U S A ; 104(18): 7622-7, 2007 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-17456593

RESUMO

Complex microbial communities reside within the intestines of humans and other vertebrates. Remarkably little is known about how these microbial consortia are established in various locations within the gut, how members of these consortia behave within their dynamic ecosystems, or what microbial factors mediate mutually beneficial host-microbial interactions. Using a gnotobiotic zebrafish-Pseudomonas aeruginosa model, we show that the transparency of this vertebrate species, coupled with methods for raising these animals under germ-free conditions can be used to monitor microbial movement and localization within the intestine in vivo and in real time. Germ-free zebrafish colonized with isogenic P. aeruginosa strains containing deletions of genes related to motility and pathogenesis revealed that loss of flagellar function results in attenuation of evolutionarily conserved host innate immune responses but not conserved nutrient responses. These results demonstrate the utility of gnotobiotic zebrafish in defining the behavior and localization of bacteria within the living vertebrate gut, identifying bacterial genes that affect these processes, and assessing the impact of these genes on host-microbial interactions.


Assuntos
Intestinos/microbiologia , Movimento , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/fisiologia , Simbiose , Peixe-Zebra/microbiologia , Animais , Flagelos/genética , Flagelos/fisiologia , Vida Livre de Germes , Intestinos/imunologia , Intestinos/ultraestrutura , Microscopia Eletrônica de Transmissão , Pseudomonas aeruginosa/imunologia , Pseudomonas aeruginosa/ultraestrutura , Simbiose/genética , Fatores de Tempo , Peixe-Zebra/imunologia
10.
Nature ; 444(7122): 1027-31, 2006 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-17183312

RESUMO

The worldwide obesity epidemic is stimulating efforts to identify host and environmental factors that affect energy balance. Comparisons of the distal gut microbiota of genetically obese mice and their lean littermates, as well as those of obese and lean human volunteers have revealed that obesity is associated with changes in the relative abundance of the two dominant bacterial divisions, the Bacteroidetes and the Firmicutes. Here we demonstrate through metagenomic and biochemical analyses that these changes affect the metabolic potential of the mouse gut microbiota. Our results indicate that the obese microbiome has an increased capacity to harvest energy from the diet. Furthermore, this trait is transmissible: colonization of germ-free mice with an 'obese microbiota' results in a significantly greater increase in total body fat than colonization with a 'lean microbiota'. These results identify the gut microbiota as an additional contributing factor to the pathophysiology of obesity.


Assuntos
Ceco/metabolismo , Ceco/microbiologia , Metabolismo Energético , Obesidade/metabolismo , Obesidade/microbiologia , Animais , Bactérias/classificação , Bactérias/genética , Bactérias/isolamento & purificação , Bactérias/metabolismo , Genoma Bacteriano/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Obesos , Análise de Sequência de DNA , Magreza/microbiologia
11.
Cell ; 127(2): 423-33, 2006 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-17055441

RESUMO

The gut microbiotas of zebrafish and mice share six bacterial divisions, although the specific bacteria within these divisions differ. To test how factors specific to host gut habitat shape microbial community structure, we performed reciprocal transplantations of these microbiotas into germ-free zebrafish and mouse recipients. The results reveal that communities are assembled in predictable ways. The transplanted community resembles its community of origin in terms of the lineages present, but the relative abundance of the lineages changes to resemble the normal gut microbial community composition of the recipient host. Thus, differences in community structure between zebrafish and mice arise in part from distinct selective pressures imposed within the gut habitat of each host. Nonetheless, vertebrate responses to microbial colonization of the gut are ancient: Functional genomic studies disclosed shared host responses to their compositionally distinct microbial communities and distinct microbial species that elicit conserved responses.


Assuntos
Bactérias/classificação , Trato Gastrointestinal/microbiologia , Vida Livre de Germes , RNA Bacteriano/genética , RNA Ribossômico 16S/genética , Seleção Genética , Peixe-Zebra/microbiologia , Animais , Bactérias/genética , Ecossistema , Trato Gastrointestinal/metabolismo , Perfilação da Expressão Gênica , Íleo/metabolismo , Íleo/microbiologia , Peptídeos e Proteínas de Sinalização Intercelular/genética , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Metabolismo/genética , Camundongos , Dados de Sequência Molecular , Filogenia , Ribotipagem , Alinhamento de Sequência , Análise de Sequência de RNA , Simbiose , Transcrição Gênica
12.
Cell ; 119(7): 1027-40, 2004 Dec 29.
Artigo em Inglês | MEDLINE | ID: mdl-15620360

RESUMO

Human evolution is characterized by a dramatic increase in brain size and complexity. To probe its genetic basis, we examined the evolution of genes involved in diverse aspects of nervous system biology. We found that these genes display significantly higher rates of protein evolution in primates than in rodents. Importantly, this trend is most pronounced for the subset of genes implicated in nervous system development. Moreover, within primates, the acceleration of protein evolution is most prominent in the lineage leading from ancestral primates to humans. Thus, the remarkable phenotypic evolution of the human nervous system has a salient molecular correlate, i.e., accelerated evolution of the underlying genes, particularly those linked to nervous system development. In addition to uncovering broad evolutionary trends, our study also identified many candidate genes--most of which are implicated in regulating brain size and behavior--that might have played important roles in the evolution of the human brain.


Assuntos
Evolução Molecular , Genes/genética , Sistema Nervoso/metabolismo , Animais , Humanos , Macaca/genética , Camundongos , Pan troglodytes/genética , Filogenia , Ratos
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