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1.
Mol Biol Evol ; 37(6): 1563-1576, 2020 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-32027370

RESUMO

Bacterial plasmids substantially contribute to the rapid spread of antibiotic resistance, which is a crisis in healthcare today. Coevolution of plasmids and their hosts promotes this spread of resistance by ameliorating the cost of plasmid carriage. However, our knowledge of plasmid-bacteria coevolution is solely based on studies done in well-mixed liquid cultures, even though biofilms represent the main way of bacterial life on Earth and are responsible for most infections. The spatial structure and the heterogeneity provided by biofilms are known to lead to increased genetic diversity as compared with well-mixed liquids. Therefore, we expect that growth in this complex environment could affect the evolutionary trajectories of plasmid-host dyads. We experimentally evolved Shewanella oneidensis MR-1 with plasmid pBP136Gm in biofilms and chemostats and sequenced the genomes of clones and populations. Biofilm populations not only maintained a higher diversity of mutations than chemostat populations but contained a few clones with markedly more persistent plasmids that evolved via multiple distinct trajectories. These included the acquisition of a putative toxin-antitoxin transposon by the plasmid and chromosomal mutations. Some of these genetic changes resulted in loss of plasmid transferability or decrease in plasmid cost. Growth in chemostats led to a higher proportion of variants with decreased plasmid persistence, a phenomenon not detected in biofilms. We suggest that the presence of more stable plasmid-host dyads in biofilms reflects higher genetic diversity and possibly unknown selection pressures. Overall, this study underscores the importance of the mode of growth in the evolution of antibiotic-resistant bacteria.


Assuntos
Biofilmes , Evolução Biológica , Plasmídeos , Shewanella/genética , Sequenciamento Completo do Genoma
2.
Appl Environ Microbiol ; 87(9)2021 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-33637574

RESUMO

By characterizing the trajectories of antibiotic resistance gene transfer in bacterial communities such as the gut microbiome, we will better understand the factors that influence this spread of resistance. Our aim was to investigate the host network of a multidrug resistance broad-host-range plasmid in the culturable gut microbiome of zebrafish. This was done through in vitro and in vivo conjugation experiments with Escherichia coli as the donor of the plasmid pB10::gfp When this donor was mixed with the extracted gut microbiome, only transconjugants of Aeromonas veronii were detected. In separate matings between the same donor and four prominent isolates from the gut microbiome, the plasmid transferred to two of these four isolates, A. veronii and Plesiomonas shigelloides, but not to Shewanella putrefaciens and Vibrio mimicus When these A. veronii and P. shigelloides transconjugants were the donors in matings with the same four isolates, the plasmid now also transferred from A. veronii to S. putrefaciensP. shigelloides was unable to donate the plasmid, and V. mimicus was unable to acquire it. Finally, when the E. coli donor was added in vivo to zebrafish through their food, plasmid transfer was observed in the gut, but only to Achromobacter, a rare member of the gut microbiome. This work shows that the success of plasmid-mediated antibiotic resistance spread in a gut microbiome depends on the donor-recipient species combinations and therefore their spatial arrangement. It also suggests that rare gut microbiome members should not be ignored as potential reservoirs of multidrug resistance plasmids from food.IMPORTANCE To understand how antibiotic resistance plasmids end up in human pathogens, it is crucial to learn how, where, and when they are transferred and maintained in members of bacterial communities such as the gut microbiome. To gain insight into the network of plasmid-mediated antibiotic resistance sharing in the gut microbiome, we investigated the transferability and maintenance of a multidrug resistance plasmid among the culturable bacteria of the zebrafish gut. We show that the success of plasmid-mediated antibiotic resistance spread in a gut microbiome can depend on which species are involved, as some are important nodes in the plasmid-host network and others are dead ends. Our findings also suggest that rare gut microbiome members should not be ignored as potential reservoirs of multidrug resistance plasmids from food.


Assuntos
Farmacorresistência Bacteriana Múltipla/genética , Microbioma Gastrointestinal/genética , Peixe-Zebra/microbiologia , Animais , Bactérias/genética , Bactérias/isolamento & purificação , Feminino , Masculino , Plasmídeos
3.
J Perinat Med ; 49(3): 365-369, 2021 Mar 26.
Artigo em Inglês | MEDLINE | ID: mdl-33090968

RESUMO

OBJECTIVES: Short cervical length is a predictor of preterm birth. We evaluated if there were racial differences in variables associated with cervical length in pregnant Brazilian women. METHODS: Cervical length was determined by vaginal ultrasound in 414 women at 21 weeks gestation. All women were seen at the same clinic and analyzed by the same investigators. Women found to have a short cervix (≤25 mm) received vaginal progesterone throughout gestation. Composition of the vaginal microbiome was determined by analysis of the V1-V3 region of the gene coding for bacterial 16S ribosomal RNA. Demographic, clinical and outcome variables were determined by chart review. Subjects were 53.4% White, 37.2% mixed race and 9.4% Black. RESULTS: Pregnancy, medical history and education level were similar in all groups. Mean cervical length was shorter in Black women (28.4 mm) than in White (32.4 mm) or mixed race (32.8 mm) women (p≤0.016) as was the percentage of women with a short cervix (23.1, 12.2, 7.8% in Black, White, mixed race respectively) (p≤0.026). Mean cervical length increased with maternal age in White (p=0.001) and mixed race (p=0.045) women but not Black women. There were no differences in bacterial dominance in the vaginal microbiota between groups. Most women with a short cervix delivered at term. CONCLUSIONS: We conclude that Black women in Brazil have a shorter cervical length than White or mixed race women independent of maternal age, pregnancy and demographic history or composition of the vaginal microbiome.


Assuntos
Medida do Comprimento Cervical , Colo do Útero/diagnóstico por imagem , Nascimento Prematuro , Ultrassonografia Pré-Natal , Adulto , Brasil/epidemiologia , Medida do Comprimento Cervical/métodos , Medida do Comprimento Cervical/estatística & dados numéricos , Feminino , Idade Gestacional , Humanos , Idade Materna , Microbiota/genética , Gravidez , Resultado da Gravidez/epidemiologia , Nascimento Prematuro/diagnóstico , Nascimento Prematuro/etnologia , Nascimento Prematuro/fisiopatologia , Nascimento Prematuro/prevenção & controle , RNA Ribossômico 16S/isolamento & purificação , Fatores Raciais , Ultrassonografia Pré-Natal/métodos , Ultrassonografia Pré-Natal/estatística & dados numéricos , Vagina/microbiologia
4.
Arch Gynecol Obstet ; 304(2): 395-400, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33521838

RESUMO

PURPOSE: To investigate associations between bacterial species in the vagina in mid-trimester pregnant women from Brazil. METHODS: The vaginal microbiome in 613 subjects was identified by analysis of the V1-V3 region of bacterial 16S ribosomal RNA and the relative prevalence of individual bacteria were determined. RESULTS: The bacterial species present in the greatest number of women were Lactobacillus crispatus (306 women), L. iners (298 women) and Gardnerella vaginalis (179 women). When present in the vagina, L. crispatus was the most abundant bacterium more than 85% of the time. In contrast, L. iners and G. vaginalis were most abundant in 63% and 41% of women who were positive for these microorganisms, respectively (p < 0.0001 vs. L. crispatus). The proportion of L. crispatus was negatively associated with the proportions of L. iners, L. jensenii, L. gasseri, G. vaginalis, Megasphaera, Atopobium vaginae and Prevotella (p < 0.0001). In contrast, the proportion of G. vaginalis was positively associated with levels of Megasphaera, A. vaginae and Prevotella (p < 0.0001) while L. iners proportion was unrelated to the proportion of L. jensenii, G. vaginalis, Megasphaera, A. vaginae or Prevotella. CONCLUSION: The composition of the vaginal microbiota in mid-trimester pregnant women is influenced by the relative concentrations of L. crispatus, L. iners and G. vaginalis.


Assuntos
Gardnerella vaginalis/isolamento & purificação , Lactobacillus crispatus/isolamento & purificação , Lactobacillus/isolamento & purificação , Reação em Cadeia da Polimerase/métodos , Vagina/microbiologia , Vaginose Bacteriana/microbiologia , Adulto , Bactérias , Brasil/epidemiologia , Feminino , Humanos , Gravidez , Segundo Trimestre da Gravidez , Gestantes , Prevalência , Estudos Prospectivos , RNA Ribossômico 16S/genética , Vaginose Bacteriana/epidemiologia
5.
J Infect Dis ; 221(4): 627-635, 2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31573603

RESUMO

We characterized the composition and structure of the vaginal microbiota in a cohort of 149 women with genital Chlamydia trachomatis infection at baseline who were followed quarterly for 9 months after antibiotic treatment. At time of diagnosis, the vaginal microbiota was dominated by Lactobacillus iners or a diverse array of bacterial vaginosis-associated bacteria including Gardnerella vaginalis. Interestingly, L. iners-dominated communities were most common after azithromycin treatment (1 g monodose), consistent with the observed relative resistance of L. iners to azithromycin. Lactobacillus iners-dominated communities have been associated with increased risk of C. trachomatis infection, suggesting that the impact of antibiotic treatment on the vaginal microbiota could favor reinfections. These results provide support for the dual need to account for the potential perturbing effect(s) of antibiotic treatment on the vaginal microbiota, and to develop strategies to protect and restore optimal vaginal microbiota.


Assuntos
Antibacterianos/uso terapêutico , Azitromicina/uso terapêutico , Infecções por Chlamydia/tratamento farmacológico , Chlamydia trachomatis/genética , Microbiota/efeitos dos fármacos , Vagina/microbiologia , Vaginose Bacteriana/tratamento farmacológico , Adolescente , Adulto , Antibacterianos/administração & dosagem , Antibacterianos/efeitos adversos , Antibacterianos/farmacologia , Azitromicina/administração & dosagem , Azitromicina/efeitos adversos , Azitromicina/farmacologia , Infecções por Chlamydia/microbiologia , Estudos Transversais , Feminino , Seguimentos , Gardnerella vaginalis/efeitos dos fármacos , Gardnerella vaginalis/genética , Humanos , Lactobacillus/efeitos dos fármacos , Lactobacillus/genética , Microbiota/genética , Estudos Prospectivos , RNA Ribossômico 16S , Resultado do Tratamento , Vaginose Bacteriana/microbiologia , Adulto Jovem
6.
Am Nat ; 193(4): 503-513, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30912968

RESUMO

Spatial structure is pervasive in the microbial world, yet we know little about how it influences the evolution of microbial populations. It is thought that spatial structure limits the scale of competitive interactions and protracts selective sweeps. This may allow microbial populations to simultaneously explore multiple evolutionary paths. But how structured a microbial population must be before this effect is realized is not known. We used empirical and simulation studies to explore the relationship between spatial structure and the maintenance of diversity. The degree of spatial structure experienced by Escherichia coli metapopulations was manipulated by varying the migration rate between its component subpopulations. Each subpopulation was inoculated with an equal number of two equally fit genotypes, and their frequencies in 12 subpopulations were determined during 150 generations of evolution. We observed that the frequency of the "loser" genotypes decreased exponentially as the migration rate between the subpopulations was increased and that higher frequencies of the loser genotypes were maintained in structured metapopulations. These results demonstrate that structured microbial populations can evolve along multiple evolutionary trajectories even when migration rates between the subpopulations are relatively high.


Assuntos
Evolução Biológica , Variação Genética , Fenômenos Microbiológicos , Modelos Genéticos , Simulação por Computador , Escherichia coli K12 , Comportamento Espacial
7.
Am J Primatol ; 81(10-11): e983, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31062394

RESUMO

The genus Bifidobacterium is purported to have beneficial consequences for human health and is a major component of many gastrointestinal probiotics. Although species of Bifidobacterium are generally at low relative frequency in the adult human gastrointestinal tract, they can constitute high proportions of the gastrointestinal communities of adult marmosets. To identify genes that might be important for the maintenance of Bifidobacterium in adult marmosets, ten strains of Bifidobacterium were isolated from the feces of seven adult marmosets, and their genomes were sequenced. There were six B. reuteri strains, two B. callitrichos strains, one B. myosotis sp. nov. and one B. tissieri sp. nov. among our isolates. Phylogenetic analysis showed that three of the four species we isolated were most closely related to B. bifidum, B. breve and B. longum, which are species found in high abundance in human infants. There were 1357 genes that were shared by at least one strain of B. reuteri, B. callitrichos, B. breve, and B. longum, and 987 genes that were found in all strains of the four species. There were 106 genes found in B. reuteri and B. callitrichos but not in human bifidobacteria, and several of these genes were involved in nutrient uptake. These pathways for nutrient uptake appeared to be specific to Bifidobacterium from New World monkeys. Additionally, the distribution of Bifidobacterium in fecal samples from captive adult marmosets constituted as much as 80% of the gut microbiome, although this was variable between individuals and colonies. We suggest that nutrient transporters may be important for the maintenance of Bifidobacterium during adulthood in marmosets.


Assuntos
Bifidobacterium/genética , Callithrix/microbiologia , Microbioma Gastrointestinal/genética , Genômica , Animais , Bifidobacterium/classificação , Fezes/microbiologia , Feminino , Genoma Bacteriano , Humanos , Masculino , Fosfotransferases/genética , Filogenia , RNA Ribossômico 16S/genética , Análise de Sequência de DNA
8.
Mol Biol Evol ; 33(4): 885-97, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26668183

RESUMO

The World Health Organization has declared the emergence of antibiotic resistance to be a global threat to human health. Broad-host-range plasmids have a key role in causing this health crisis because they transfer multiple resistance genes to a wide range of bacteria. To limit the spread of antibiotic resistance, we need to gain insight into the mechanisms by which the host range of plasmids evolves. Although initially unstable plasmids have been shown to improve their persistence through evolution of the plasmid, the host, or both, the means by which this occurs are poorly understood. Here, we sought to identify the underlying genetic basis of expanded plasmid host-range and increased persistence of an antibiotic resistance plasmid using a combined experimental-modeling approach that included whole-genome resequencing, molecular genetics and a plasmid population dynamics model. In nine of the ten previously evolved clones, changes in host and plasmid each slightly improved plasmid persistence, but their combination resulted in a much larger improvement, which indicated positive epistasis. The only genetic change in the plasmid was the acquisition of a transposable element from a plasmid native to the Pseudomonas host used in these studies. The analysis of genetic deletions showed that the critical genes on this transposon encode a putative toxin-antitoxin (TA) and a cointegrate resolution system. As evolved plasmids were able to persist longer in multiple naïve hosts, acquisition of this transposon also expanded the plasmid's host range, which has important implications for the spread of antibiotic resistance.


Assuntos
Resistência Microbiana a Medicamentos/genética , Evolução Molecular , Plasmídeos/genética , Pseudomonas/genética , Elementos de DNA Transponíveis/genética , Especificidade de Hospedeiro/genética , Interações Hospedeiro-Patógeno/genética , Humanos , Pseudomonas/efeitos dos fármacos , Pseudomonas/patogenicidade , Análise de Sequência de DNA
9.
Annu Rev Microbiol ; 66: 371-89, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22746335

RESUMO

Vaginal microbiota form a mutually beneficial relationship with their host and have a major impact on health and disease. In recent years our understanding of vaginal bacterial community composition and structure has significantly broadened as a result of investigators using cultivation-independent methods based on the analysis of 16S ribosomal RNA (rRNA) gene sequences. In asymptomatic, otherwise healthy women, several kinds of vaginal microbiota exist, the majority often dominated by species of Lactobacillus, while others are composed of a diverse array of anaerobic microorganisms. Bacterial vaginosis is the most common vaginal condition and is vaguely characterized as the disruption of the equilibrium of the normal vaginal microbiota. A better understanding of normal and healthy vaginal ecosystems that is based on their true function and not simply on their composition would help better define health and further improve disease diagnostics as well as the development of more personalized regimens to promote health and treat diseases.


Assuntos
Biota , Metagenoma , Vagina/microbiologia , Vaginose Bacteriana/microbiologia , Feminino , Humanos
10.
Clin Infect Dis ; 63(5): 619-626, 2016 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-27282711

RESUMO

BACKGROUND: The Red Queen hypothesis is an evolutionary theory that describes the reciprocal coevolution of competing species. We sought to study whether introduction of the 7- and 13-valent pneumococcal conjugate vaccines (PCV7 and PCV13, respectively) altered pneumococcal serotype dynamics among children with invasive pneumococcal disease (IPD) as predicted by the Red Queen hypothesis. METHODS: This study examined pneumococcal isolates (n = 641) obtained from children <18 years of age hospitalized with IPD from 1997 to 2014 in Utah. A review of the literature also identified several additional studies conducted in the United States and Europe that were used to test the external generalizability of our Utah findings. Simpson's index was used to quantify pneumococcal serotype diversity. RESULTS: In Utah, the introduction of PCV7 and PCV13 was associated with rapid increases in serotype diversity (P < .001). Serotypes rarely present before vaccine introduction emerged as common causes of IPD. Diversity then decreased (P < .001) as competition selected for the fittest serotypes and new evolutionary equilibriums were established. This pattern was also observed more broadly in the United States, the United Kingdom, Norway, and Spain. CONCLUSIONS: This vaccine-driven example of human/bacterial coevolution appears to confirm the Red Queen hypothesis, which reveals a limitation of serotype-specific vaccines and offers insights that may facilitate alternative strategies for the elimination of IPD.


Assuntos
Vacina Pneumocócica Conjugada Heptavalente , Infecções Pneumocócicas/epidemiologia , Infecções Pneumocócicas/microbiologia , Vacinas Pneumocócicas , Streptococcus pneumoniae/patogenicidade , Pré-Escolar , Evolução Molecular , Humanos , Infecções Pneumocócicas/prevenção & controle , Estudos Retrospectivos , Sorogrupo , Utah/epidemiologia
11.
Appl Environ Microbiol ; 82(24): 7063-7073, 2016 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-27694231

RESUMO

Lactobacillus crispatus and Lactobacillus iners are common inhabitants of the healthy human vagina. These two species are closely related and are thought to perform similar ecological functions in the vaginal environment. Temporal data on the vaginal microbiome have shown that nontransient instances of cooccurrence are uncommon, while transitions from an L. iners-dominated community to one dominated by L. crispatus, and vice versa, occur often. This suggests that there is substantial overlap in the fundamental niches of these species. Given this apparent niche overlap, it is unclear how they have been maintained as common inhabitants of the human vagina. In this study, we characterized and compared the genomes of L. iners and L. crispatus to gain insight into possible mechanisms driving the maintenance of this species diversity. Our results highlight differences in the genomes of these two species that may facilitate the partitioning of their shared niche space. Many of the identified differences may impact the protective benefits provided to the host by these two species. IMPORTANCE: The microbial communities that inhabit the human vagina play a critical role in the maintenance of vaginal health through the production of lactic acid and lowering the environmental pH. This precludes the growth of nonindigenous organisms and protects against infectious disease. The two most common types of vaginal communities are dominated by either Lactobacillus iners or Lactobacillus crispatus, while some communities alternate between the two over time. We combined ecological theory with state-of-the-art genome analyses to characterize how these two species might partition their shared niche space in the vagina. We show that the genomes of L. iners and L. crispatus differ in many respects, several of which may drive differences in their competitive abilities in the vagina. Our results provide insight into factors that drive the complicated temporal dynamics of the vaginal microbiome and demonstrate how closely related microbial species partition shared fundamental niche space.


Assuntos
Biodiversidade , Lactobacillus crispatus/genética , Lactobacillus/genética , Vagina/microbiologia , Evolução Molecular , Feminino , Genoma Bacteriano , Genômica , Humanos , Lactobacillus/classificação , Lactobacillus/isolamento & purificação , Lactobacillus crispatus/classificação , Lactobacillus crispatus/isolamento & purificação , Filogenia
12.
Yale J Biol Med ; 89(3): 331-337, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27698617

RESUMO

Four Lactobacillus species, namely L. crispatus , L. iners, L. gasseri, and L. jensenii, commonly dominate the vaginal communities of most reproductive-age women. It is unclear why these particular species, and not others, are so prevalent. Historically, estrogen-induced glycogen production by the vaginal epithelium has been proffered as being key to supporting the proliferation of vaginal lactobacilli. However, the 'fly in the ointment' (that has been largely ignored) is that the species of Lactobacillus commonly found in the human vagina cannot directly metabolize glycogen. It would appear that this riddle has been solved as studies have demonstrated that vaginal lactobacilli can metabolize the products of glycogen depolymerization by α-amylase, and fortunately, amylase activity is found in vaginal secretions. These amylases are presumed to be host-derived, but we suggest that other bacterial populations in vaginal communities could also be sources of amylase in addition to (or instead of) the host. Here we briefly review what is known about human vaginal bacterial communities and discuss how glycogen-derived resources and resource competition might shape the composition and structure of these communities.


Assuntos
Vagina/microbiologia , Animais , Feminino , Glicogênio/metabolismo , Humanos , Lactobacillus/metabolismo , Microbiota/fisiologia , alfa-Amilases/metabolismo
14.
J Bacteriol ; 196(7): 1458-70, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24488312

RESUMO

Lactobacilli are found in a wide variety of habitats. Four species, Lactobacillus crispatus, L. gasseri, L. iners, and L. jensenii, are common and abundant in the human vagina and absent from other habitats. These may be adapted to the vagina and possess characteristics enabling them to thrive in that environment. Furthermore, stable codominance of multiple Lactobacillus species in a single community is infrequently observed. Thus, it is possible that individual vaginal Lactobacillus species possess unique characteristics that confer to them host-specific competitive advantages. We performed comparative functional genomic analyses of representatives of 25 species of Lactobacillus, searching for habitat-specific traits in the genomes of the vaginal lactobacilli. We found that the genomes of the vaginal species were significantly smaller and had significantly lower GC content than those of the nonvaginal species. No protein families were found to be specific to the vaginal species analyzed, but some were either over- or underrepresented relative to nonvaginal species. We also found that within the vaginal species, each genome coded for species-specific protein families. Our results suggest that even though the vaginal species show no general signatures of adaptation to the vaginal environment, each species has specific and perhaps unique ways of interacting with its environment, be it the host or other microbes in the community. These findings will serve as a foundation for further exploring the role of lactobacilli in the ecological dynamics of vaginal microbial communities and their ultimate impact on host health.


Assuntos
Ecossistema , Microbiologia de Alimentos , Trato Gastrointestinal/microbiologia , Lactobacillus/genética , Vagina/microbiologia , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Feminino , Genoma Bacteriano , Genômica , Humanos , Lactobacillus/classificação , Lactobacillus/isolamento & purificação , Lactobacillus/metabolismo , Filogenia
15.
Proc Natl Acad Sci U S A ; 108 Suppl 1: 4680-7, 2011 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-20534435

RESUMO

The means by which vaginal microbiomes help prevent urogenital diseases in women and maintain health are poorly understood. To gain insight into this, the vaginal bacterial communities of 396 asymptomatic North American women who represented four ethnic groups (white, black, Hispanic, and Asian) were sampled and the species composition characterized by pyrosequencing of barcoded 16S rRNA genes. The communities clustered into five groups: four were dominated by Lactobacillus iners, L. crispatus, L. gasseri, or L. jensenii, whereas the fifth had lower proportions of lactic acid bacteria and higher proportions of strictly anaerobic organisms, indicating that a potential key ecological function, the production of lactic acid, seems to be conserved in all communities. The proportions of each community group varied among the four ethnic groups, and these differences were statistically significant [χ(2)(10) = 36.8, P < 0.0001]. Moreover, the vaginal pH of women in different ethnic groups also differed and was higher in Hispanic (pH 5.0 ± 0.59) and black (pH 4.7 ± 1.04) women as compared with Asian (pH 4.4 ± 0.59) and white (pH 4.2 ± 0.3) women. Phylotypes with correlated relative abundances were found in all communities, and these patterns were associated with either high or low Nugent scores, which are used as a factor for the diagnosis of bacterial vaginosis. The inherent differences within and between women in different ethnic groups strongly argues for a more refined definition of the kinds of bacterial communities normally found in healthy women and the need to appreciate differences between individuals so they can be taken into account in risk assessment and disease diagnosis.


Assuntos
Metagenoma/genética , Vagina/microbiologia , Adolescente , Adulto , Negro ou Afro-Americano , Asiático , Sequência de Bases , Código de Barras de DNA Taxonômico , Primers do DNA/genética , Feminino , Hispânico ou Latino , Humanos , Concentração de Íons de Hidrogênio , Maryland , Dados de Sequência Molecular , Análise de Componente Principal , RNA Ribossômico 16S/genética , Análise de Sequência de DNA , Especificidade da Espécie , População Branca
16.
bioRxiv ; 2024 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-38464272

RESUMO

The interplay of stochastic and ecological processes that govern the establishment and persistence of host-associated microbial communities is not well understood. Here we illustrate the conceptual and practical advantages of fitting stochastic population dynamics models to multi-species bacterial time series data. We show how the stability properties, fluctuation regimes and persistence probabilities of human vaginal microbial communities can be better understood by explicitly accommodating three sources of variability in ecological stochastic models of multi-species abundances: 1) stochastic biotic and abiotic forces, 2) ecological feedback and 3) sampling error. Rooting our modeling tool in stochastic population dynamics modeling theory was key to apply standardized measures of a community's reaction to environmental variation that ultimately depends on the nature and intensity of the intra-specific and inter-specific interaction strengths. Using estimates of model parameters, we developed a Risk Prediction Monitoring (RPM) tool that estimates temporal changes in persistence probabilities for any bacterial group of interest. This method mirrors approaches that are often used in conservation biology in which a measure of extinction risks is periodically updated with any change in a population or community. Additionally, we show how to use estimates of interaction strengths and persistence probabilities to formulate hypotheses regarding the molecular mechanisms and genetic composition that underpin different types of interactions. Instead of seeking a definition of "dysbiosis" we propose to translate concepts of theoretical ecology and conservation biology methods into practical approaches for the management of human-associated bacterial communities.

17.
BMC Evol Biol ; 13: 22, 2013 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-23356665

RESUMO

BACKGROUND: Explanations for bacterial biofilm persistence during antibiotic treatment typically depend on non-genetic mechanisms, and rarely consider the contribution of evolutionary processes. RESULTS: Using Escherichia coli biofilms, we demonstrate that heritable variation for broad-spectrum antibiotic resistance can arise and accumulate rapidly during biofilm development, even in the absence of antibiotic selection. CONCLUSIONS: Our results demonstrate the rapid de novo evolution of heritable variation in antibiotic sensitivity and resistance during E. coli biofilm development. We suggest that evolutionary processes, whether genetic drift or natural selection, should be considered as a factor to explain the elevated tolerance to antibiotics typically observed in bacterial biofilms. This could be an under-appreciated mechanism that accounts why biofilm populations are, in general, highly resistant to antibiotic treatment.


Assuntos
Biofilmes/crescimento & desenvolvimento , Farmacorresistência Bacteriana Múltipla/genética , Escherichia coli/genética , Evolução Molecular , Antibacterianos/farmacologia , Biofilmes/efeitos dos fármacos , Escherichia coli/efeitos dos fármacos , Testes de Sensibilidade Microbiana , Fenótipo
18.
Bioinformatics ; 28(16): 2198-9, 2012 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-22692220

RESUMO

UNLABELLED: Microbial communities have an important role in natural ecosystems and have an impact on animal and human health. Intuitive graphic and analytical tools that can facilitate the study of these communities are in short supply. This article introduces Microbial Community Analysis GUI, a graphical user interface (GUI) for the R-programming language (R Development Core Team, 2010). With this application, researchers can input aligned and clustered sequence data to create custom abundance tables and perform analyses specific to their needs. This GUI provides a flexible modular platform, expandable to include other statistical tools for microbial community analysis in the future. AVAILABILITY: The mcaGUI package and source are freely available as part of Bionconductor at http://www.bioconductor.org/packages/release/bioc/html/mcaGUI.html


Assuntos
Gráficos por Computador , Metagenoma , Software , Interface Usuário-Computador , Biodiversidade , Análise por Conglomerados , Análise Multivariada , Análise de Componente Principal , Análise de Sequência/métodos
19.
mSystems ; 8(4): e0035723, 2023 08 31.
Artigo em Inglês | MEDLINE | ID: mdl-37534938

RESUMO

The cervicovaginal microbiota is influenced by host physiology, immunology, lifestyle, and ethnicity. We hypothesized that there would be differences in the cervicovaginal microbiota among pregnant, nonpregnant, and menopausal women living in Puerto Rico (PR) with and without human papillomavirus (HPV) infection and cervical cancer. We specifically wanted to determine if the microbiota is associated with variations in cervical cytology. A total of 294 women, including reproductive-age nonpregnant (N = 196), pregnant (N = 37), and menopausal (N = 61) women, were enrolled. The cervicovaginal bacteria were characterized by 16S rRNA amplicon sequencing, the HPV was genotyped with SPF10-LiPA, and cervical cytology was quantified. High-risk HPV (HR-HPV, 67.3%) was prevalent, including genotypes not covered by the 9vt HPV vaccine. Cervical lesions (34%) were also common. The cervical microbiota was dominated by Lactobacillus iners. Pregnant women in the second and third trimesters exhibited a decrease in diversity and abundance of microbes associated with bacterial vaginosis. Women in menopause had greater alpha diversity, a greater proportion of facultative and strictly anaerobic bacteria, and higher cervicovaginal pH than premenopausal women. Cervical lesions were associated with greater alpha diversity. However, no significant associations between the microbiota and HPV infection (HR or LR-HPV types) were found. The cervicovaginal microbiota of women living in Puerto Rican were either dominated by L. iners or diverse microbial communities regardless of a woman's physiological stage. We postulate that the microbiota and the high prevalence of HR-HPV increase the risk of cervical lesions among women living in PR. IMPORTANCE In the enclosed manuscript, we provide the first in-depth characterization of the cervicovaginal microbiota of Hispanic women living in Puerto Rico (PR), using a 16S rRNA approach, and include women of different physiological stages. Surprisingly we found that high-risk HPV was ubiquitous with a prevalence of 67.3%, including types not covered by the 9vt HPV vaccine. We also found highly diverse microbial communities across women groups-with a reduction in pregnant women, but dominated by nonoptimal Lactobacillus iners. Additionally, we found vaginosis-associated bacteria as Dialister spp., Gardnerella spp., Clostridium, or Prevotella among most women. We believe this is a relevant and timely article expanding knowledge on the cervicovaginal microbiome of PR women, where we postulate that these highly diverse communities are conducive to cervical disease.


Assuntos
Colo do Útero , Microbiota , Infecções por Papillomavirus , Feminino , Humanos , Gravidez , Bactérias/genética , Hispânico ou Latino , Microbiota/genética , Infecções por Papillomavirus/epidemiologia , Porto Rico/epidemiologia , RNA Ribossômico 16S/genética , Colo do Útero/microbiologia
20.
Sex Transm Dis ; 39(10): 807-12, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23007708

RESUMO

OBJECTIVES: Some vaginal bacterial communities are thought to prevent infection by sexually transmitted organisms. Prior work demonstrated that the vaginal microbiota of reproductive-age women cluster into 5 types of bacterial communities; 4 dominated by Lactobacillus species (L. iners, L. crispatus, L. gasseri, L. jensenii) and 1 (termed community state type (CST) IV) lacking significant numbers of lactobacilli and characterized by higher proportions of Atopobium, Prevotella, Parvimonas, Sneathia, Gardnerella, Mobiluncus, and other taxa. We sought to evaluate the relationship between vaginal bacterial composition and Trichomonas vaginalis. METHODS: Self-collected vaginal swabs were obtained cross-sectionally from 394 women equally representing 4 ethnic/racial groups. T. vaginalis screening was performed using PCR targeting the 18S rRNA and ß-tubulin genes. Vaginal bacterial composition was characterized by pyrosequencing of barcoded 16S rRNA genes. A panel of 11 microsatellite markers was used to genotype T. vaginalis. The association between vaginal microbiota and T. vaginalis was evaluated by exact logistic regression. RESULTS: T. vaginalis was detected in 2.8% of participants (11/394). Of the 11 T. vaginalis-positive cases, 8 (72%) were categorized as CST-IV, 2 (18%) as communities dominated by L. iners, and 1 (9%) as L. crispatus-dominated (P = 0.05). CST-IV microbiota were associated with an 8-fold increased odds of detecting T. vaginalis compared with women in the L. crispatus-dominated state (OR: 8.26, 95% CI: 1.07-372.65). Seven of the 11 T. vaginalis isolates were assigned to 2 genotypes. CONCLUSION: T. vaginalis was associated with vaginal microbiota consisting of low proportions of lactobacilli and high proportions of Mycoplasma, Parvimonas, Sneathia, and other anaerobes.


Assuntos
Metagenoma/genética , RNA Ribossômico 16S/genética , Vaginite por Trichomonas/genética , Vagina/microbiologia , Adolescente , Adulto , Negro ou Afro-Americano/estatística & dados numéricos , Asiático/estatística & dados numéricos , Técnicas de Tipagem Bacteriana , Análise por Conglomerados , Feminino , Hispânico ou Latino/estatística & dados numéricos , Humanos , Lactobacillus/genética , Pessoa de Meia-Idade , Especificidade da Espécie , Vaginite por Trichomonas/etnologia , Trichomonas vaginalis/isolamento & purificação , Estados Unidos/epidemiologia , População Branca/estatística & dados numéricos , Adulto Jovem
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