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1.
Proc Natl Acad Sci U S A ; 118(48)2021 11 30.
Artigo em Inglês | MEDLINE | ID: mdl-34810258

RESUMO

Phytoplankton support complex bacterial microbiomes that rely on phytoplankton-derived extracellular compounds and perform functions necessary for algal growth. Recent work has revealed sophisticated interactions and exchanges of molecules between specific phytoplankton-bacteria pairs, but the role of host genotype in regulating those interactions is unknown. Here, we show how phytoplankton microbiomes are shaped by intraspecific genetic variation in the host using global environmental isolates of the model phytoplankton host Thalassiosira rotula and a laboratory common garden experiment. A set of 81 environmental T. rotula genotypes from three ocean basins and eight genetically distinct populations did not reveal a core microbiome. While no single bacterial phylotype was shared across all genotypes, we found strong genotypic influence of T. rotula, with microbiomes associating more strongly with host genetic population than with environmental factors. The microbiome association with host genetic population persisted across different ocean basins, suggesting that microbiomes may be associated with host populations for decades. To isolate the impact of host genotype on microbiomes, a common garden experiment using eight genotypes from three distinct host populations again found that host genotype influenced microbial community composition, suggesting that a process we describe as genotypic filtering, analogous to environmental filtering, shapes phytoplankton microbiomes. In both the environmental and laboratory studies, microbiome variation between genotypes suggests that other factors influenced microbiome composition but did not swamp the dominant signal of host genetic background. The long-term association of microbiomes with specific host genotypes reveals a possible mechanism explaining the evolution and maintenance of complex phytoplankton-bacteria chemical exchanges.


Assuntos
Microbiota/genética , Fitoplâncton/genética , Fitoplâncton/microbiologia , Bactérias/genética , Diatomáceas/genética , Ecossistema , Genética Populacional/métodos , Genótipo , RNA Ribossômico 16S
2.
ACS Omega ; 6(39): 25729-25741, 2021 Oct 05.
Artigo em Inglês | MEDLINE | ID: mdl-34632229

RESUMO

Modification of the lipid A portion of LPS with cationic monosaccharides provides resistance to polymyxins, which are often employed as a last resort to treat multidrug-resistant bacterial infections. Here, we describe the use of fluorescent polyisoprenoids, liquid chromatography-mass spectrometry, and bacterial genetics to probe the activity of membrane-localized proteins that utilize the 55-carbon lipid carrier bactoprenyl phosphate (BP). We have discovered that a substantial background reaction occurs when B-strain E. coli cell membrane fractions are supplemented with exogenous BP. This reaction involves proteins associated with the arn operon, which is necessary for the covalent modification of lipid A with the cationic 4-aminoarabinose (Ara4N). Using a series of arn operon gene deletion mutants, we identified that the modification was dependent on ArnC, which is responsible for forming BP-linked Ara4N, or ArnT, which transfers Ara4N to lipid A. Surprisingly, we found that the majority of the Ara4N-modified isoprenoid was due to the reverse reaction catalyzed by ArnT and demonstrate this using heat-inactivated membrane fractions, isolated lipopolysaccharide fractions, and analyses of a purified ArnT. This work provides methods that will facilitate thorough and rapid investigation of bacterial outer membrane remodeling and the evaluation of polyisoprenoid precursors required for covalent glycan modifications.

3.
ISME J ; 15(1): 19-28, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32887943

RESUMO

Ambient conditions shape microbiome responses to both short- and long-duration environment changes through processes including physiological acclimation, compositional shifts, and evolution. Thus, we predict that microbial communities inhabiting locations with larger diel, episodic, and annual variability in temperature and pH should be less sensitive to shifts in these climate-change factors. To test this hypothesis, we compared responses of surface ocean microbes from more variable (nearshore) and more constant (offshore) sites to short-term factorial warming (+3 °C) and/or acidification (pH -0.3). In all cases, warming alone significantly altered microbial community composition, while acidification had a minor influence. Compared with nearshore microbes, warmed offshore microbiomes exhibited larger changes in community composition, phylotype abundances, respiration rates, and metatranscriptomes, suggesting increased sensitivity of microbes from the less-variable environment. Moreover, while warming increased respiration rates, offshore metatranscriptomes yielded evidence of thermal stress responses in protein synthesis, heat shock proteins, and regulation. Future oceans with warmer waters may enhance overall metabolic and biogeochemical rates, but they will host altered microbial communities, especially in relatively thermally stable regions of the oceans.


Assuntos
Microbiota , Água do Mar , Mudança Climática , Concentração de Íons de Hidrogênio , Oceanos e Mares , Temperatura
4.
Biochemistry ; 59(4): 615-626, 2020 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-31876413

RESUMO

The protective surfaces of bacteria are comprised of polysaccharides and are involved in host invasion and colonization, host immune system evasion, and antibacterial resistance. A major barrier to our fundamental understanding of these complex surface polysaccharides lies in the tremendous diversity in glycan composition among bacterial species. The polyisoprenoid bactoprenyl phosphate (or undecaprenyl phosphate) is an essential lipid carrier necessary for early stages of glycopolymer assembly. Because of the ubiquity of bactoprenyl phosphate in these critical processes, molecular probes appended to this lipid carrier simplify identification of enzymatic roles during polysaccharide bioassembly. A limited number of these probes exist in the literature or have been assessed with such pathways, and the limits of their use are not currently known. Herein, we devise an efficient method for producing fluorescently modified bactoprenyl probes. We further expand our previous efforts utilizing 2-nitrileaniline and additionally prepare nitrobenzoxadizol-tagged bactoprenyl phosphate for the first time. We then assess the enzyme promiscuity of these two probes utilizing four well-characterized initiating phosphoglycosyltransferases: CPS2E (Streptococcus pneumoniae), WbaP (Salmonella enterica), WecA (Escherichia coli), and WecP (Aeromonas hydrophilia). Both probes serve as substrates for these enzymes and could be readily used to investigate a wide range of bacterial glycoassembly pathways. Interestingly, we have also identified unique solubility requirements for the nitrobenzoxadizol moiety for efficient enzymatic utilization that was not observed for the 2-nitrileaniline.


Assuntos
Proteínas de Bactérias/química , Fosfatos de Poli-Isoprenil/química , Poliprenois/química , Clonagem Molecular/métodos , Escherichia coli/metabolismo , Salmonella enterica/metabolismo , Streptococcus pneumoniae/metabolismo , Açúcares
5.
Environ Sci Technol ; 53(6): 3268-3276, 2019 03 19.
Artigo em Inglês | MEDLINE | ID: mdl-30776221

RESUMO

Most studies of bacterial exposure to environmental contaminants focus on acute treatments; however, the impacts of single, high-dose exposures on microbial communities may not readily be extended to the more likely scenario of chronic, low-dose contaminant exposures. Here, in a year-long, wetland mesocosm experiment, we compared microbial community responses to pulse (single 450 mg dose of silver) and chronic (weekly 8.7 mg doses of silver for 1 year) silver nanoparticle (Ag0 NP) treatments, as well as a chronic treatment of "aged" sulfidized silver nanoparticles (Ag2S NPs). While mesocosms exposed to Ag2S NPs never differed significantly from the controls, both Ag0 NP treatments exhibited reduced microbial diversity and altered community composition; however, the effects differed in timing, duration, and magnitude. Microbial community-level impacts in the acute Ag0 NP treatment were apparent only within the first weeks and then converged on the control mesocosm composition, while chronic exposure effects were observed several months after exposures began, likely due to interactive effects of nanoparticle toxicity and winter environmental conditions. Notably, there was a high level of overlap in the taxa which exhibited significant declines (>10×) in both treatments, suggesting a conserved toxicity response for both pulse and chronic exposures. Thus, this research suggests that complex, but short-term, acute toxicological studies may provide critical, cost-effective insights into identifying microbial taxa sensitive to long-term chronic exposures to Ag NPs.


Assuntos
Nanopartículas Metálicas , Prata , Áreas Alagadas
7.
FEMS Microbiol Ecol ; 93(6)2017 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-28531284

RESUMO

Monitoring of Vibrio vulnificus and V. parahaemolyticus abundance is pertinent due to the ability of these species to cause disease in humans through aquatic vectors. Previously, we performed a multiyear investigation tracking Vibrio spp. levels in five sites along the southeastern North Carolina coast. From February 2013 to October 2015, total V. vulnificus and V. parahaemolyticus abundance was measured in water, oysters and clams. In the current study, pathogenic subpopulations were identified in these isolates using molecular markers, revealing that 5.3% of V. vulnificus isolates possessed the virulence-correlated gene (vcgC), and 1.9% of V. parahaemolyticus isolates harbored one or both of the virulence-associated hemolysin genes (tdh and trh). Total V. parahaemolyticus abundance was not sufficient to predict the abundance of pathogenic subpopulations. Specifically, pathogenic V. parahaemolyticus isolates were more often isolated in cooler waters and were sometimes isolated when no other V. parahaemolyticus strains were detectable. Vibrio vulnificus clinical (C-) genotypes correlated with total V. vulnificus; however, salinity, water depth and total suspended solids influenced C- and E-genotypes differently. Lastly, we documented individual oysters harboring significantly higher V. vulnificus levels for which there was no ecological explanation, a phenomenon that deserves closer attention due to the potentially elevated health hazard associated with these 'hot' shellfish.


Assuntos
Bivalves/microbiologia , Monitoramento Ambiental/métodos , Ostreidae/microbiologia , Frutos do Mar/microbiologia , Vibrio parahaemolyticus/isolamento & purificação , Vibrio vulnificus/isolamento & purificação , Animais , Doenças Transmitidas por Alimentos/microbiologia , Proteínas Hemolisinas/genética , Humanos , North Carolina , Salinidade , Vibrio parahaemolyticus/genética , Vibrio vulnificus/genética , Água , Microbiologia da Água
8.
ISME J ; 11(6): 1412-1422, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28234350

RESUMO

Marine microbes exhibit seasonal cycles in community composition, yet the key drivers of these patterns and microbial population fidelity to specific environmental conditions remain to be determined. To begin addressing these questions, we characterized microbial dynamics weekly for 3 years at a temperate, coastal site with dramatic environmental seasonality. This high-resolution time series reveals that changes in microbial community composition are not continuous; over the duration of the time series, the community instead resolves into distinct summer and winter profiles with rapid spring and fall transitions between these states. Here, we show that these community shifts involve switching between closely related strains that exhibit either summer or winter preferences. Moreover, taxa repeat this process annually in both this and another temperate coastal time series, suggesting that this phenomenon may be widespread in marine ecosystems. To address potential biogeochemical impacts of these community changes, PICRUSt-based metagenomes predict seasonality in transporters, photosynthetic proteins, peptidases and carbohydrate metabolic pathways in spite of closely related summer- and winter-associated taxa. Thus, even small temperature shifts, such as those predicted by climate change models, could affect both the structure and function of marine ecosystems.


Assuntos
Bactérias/classificação , Ecossistema , Estações do Ano , Bactérias/genética , Genoma Bacteriano , Metagenoma
9.
Appl Environ Microbiol ; 81(18): 6158-65, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26116670

RESUMO

The human pathogen Vibrio vulnificus is the leading cause of seafood-related deaths in the United States. Strains are genotyped on the basis of alleles that correlate with isolation source, with clinical (C)-genotype strains being more often implicated in disease and environmental (E)-genotype strains being more frequently isolated from oysters and estuarine waters. Previously, we have shown that the ecologically distinct C- and E-genotype strains of V. vulnificus display different degrees of chitin attachment, with C-genotype strains exhibiting reduced attachment relative to their E-genotype strain counterparts. We identified type IV pili to be part of the molecular basis for this observed genotypic variance, as E-genotype strains exhibit higher levels of expression of these genes than C-genotype strains. Here, we used a C-genotype quorum-sensing (QS) mutant to demonstrate that quorum sensing is a negative regulator of type IV pilus expression, which results in decreased chitin attachment. Furthermore, calcium depletion reduced E-genotype strain attachment to chitin, which suggests that calcium is necessary for proper functioning of the type IV pili in E-genotype strains. We also found that starvation or dormancy can alter the efficiency of chitin attachment, which has significant implications for the environmental persistence of V. vulnificus. With the increasing incidence of wound infections caused by V. vulnificus, we investigated a subset of E-genotype strains isolated from human wound infections and discovered that they attached to chitin in a manner more similar to that of C-genotype strains. This study enhances our understanding of the molecular and physical factors that mediate chitin attachment in V. vulnificus, providing insight into the mechanisms that facilitate the persistence of this pathogen in its native environment.


Assuntos
Aderência Bacteriana , Quitina/metabolismo , Vibrio vulnificus/fisiologia , Animais , Cálcio/metabolismo , Fímbrias Bacterianas/genética , Fímbrias Bacterianas/metabolismo , Regulação Bacteriana da Expressão Gênica , Humanos , Ostreidae , Percepção de Quorum , Estados Unidos , Vibrioses/microbiologia , Vibrio vulnificus/genética , Vibrio vulnificus/isolamento & purificação , Vibrio vulnificus/metabolismo , Infecção dos Ferimentos/microbiologia
10.
Trends Microbiol ; 23(1): 7-13, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25449050

RESUMO

Microbial dormancy is a widespread phenomenon employed by bacteria to evade environmental threats including antibiotics. This intrinsic mechanism of antibiotic tolerance has drawn special attention to the role of dormancy in human disease, particularly in regards to recurrent infections. Two dormancy states, the viable but non-culturable state and bacterial persistence, both produce antibiotic-tolerant populations capable of withstanding prolonged lethal treatment. Currently described as two distinct forms of dormancy, they are rarely discussed in the same context. We argue here that these two dormant states are closely related phenomena which are part of a shared 'dormancy continuum'. This discussion is intended to stimulate discourse about these seemingly different but very similar dormant states.


Assuntos
Bactérias/efeitos dos fármacos , Viabilidade Microbiana/efeitos dos fármacos , Antibacterianos/farmacologia , Bactérias/genética , Biofilmes/efeitos dos fármacos , Relação Dose-Resposta a Droga , Farmacorresistência Bacteriana Múltipla , Meio Ambiente , Viabilidade Microbiana/genética , Fenótipo , Estresse Fisiológico
11.
Pathogens ; 3(4): 822-32, 2014 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-25436506

RESUMO

Virulence of the human pathogen, V. vulnificus, is associated with encapsulation, serum complement resistance, and genotype. The C-genotype of this bacterium is correlated (>90%) with virulence and with isolation source (clinical settings). E-genotype strains are highly correlated with environmental isolation (93%) but appear less virulent. In this study, we characterized the importance of genotype, encapsulation, serum complement, and in situ exposure to estuarine water on the survival of the two genotypes in human serum. Results confirmed the superior ability of C-genotype strains to survive exposure to human serum, as well as the significance of complement, and revealed that lack of capsule allowed serum killing of both C- and E-genotypes. Cells incubated in situ responded similarly to cells incubated in vitro with the exception of E-environmental strains. Interestingly, our studies found that those cells of the E-genotype, typically considered non-pathogenic, which were isolated from wound infections demonstrated serum survival similar to that of virulent, C-genotype, strains.

12.
PLoS One ; 9(12): e114376, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25489854

RESUMO

Vibrio vulnificus is a natural inhabitant of estuarine waters worldwide and is of medical relevance due to its ability to cause grievous wound infections and/or fatal septicemia. Genetic polymorphisms within the virulence-correlated gene (vcg) serve as a primary feature to distinguish clinical (C-) genotypes from environmental (E-) genotypes. C-genotypes demonstrate superior survival in human serum relative to E-genotypes, and genome comparisons have allowed for the identification of several putative virulence factors that could potentially aid C-genotypes in disease progression. We used RNA sequencing to analyze the transcriptome of C-genotypes exposed to human serum relative to seawater, which revealed two divergent genetic programs under these two conditions. In human serum, cells displayed a distinct "virulence profile" in which a number of putative virulence factors were upregulated, including genes involved in intracellular signaling, substrate binding and transport, toxin and exoenzyme production, and the heat shock response. Conversely, the "environmental profile" exhibited by cells in seawater revealed upregulation of transcription factors such as rpoS, rpoN, and iscR, as well as genes involved in intracellular signaling, chemotaxis, adherence, and biofilm formation. This dichotomous genetic switch appears to be largely governed by cyclic-di-GMP signaling, and remarkably resembles the dual life-style of V. cholerae as it transitions from host to environment. Furthermore, we found a "general stress response" module, known as the stressosome, to be upregulated in seawater. This signaling system has been well characterized in Gram-positive bacteria, however its role in V. vulnificus is not clear. We examined temporal gene expression patterns of the stressosome and found it to be upregulated in natural estuarine waters indicating that this system plays a role in sensing and responding to the environment. This study advances our understanding of gene regulation in V. vulnificus, and brings to the forefront a number of previously overlooked genetic networks.


Assuntos
Meio Ambiente , Estuários , Perfilação da Expressão Gênica , Análise de Sequência de RNA , Vibrio vulnificus/genética , Vibrio vulnificus/patogenicidade , Aderência Bacteriana/genética , Biofilmes/crescimento & desenvolvimento , Quimiotaxia/genética , Genótipo , Humanos , Espaço Intracelular/metabolismo , Água do Mar/microbiologia , Transdução de Sinais/genética , Fatores de Transcrição/genética , Vibrio vulnificus/citologia , Vibrio vulnificus/isolamento & purificação , Virulência/genética
13.
Appl Environ Microbiol ; 80(8): 2478-83, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24509922

RESUMO

Entry and exit from dormancy are essential survival mechanisms utilized by microorganisms to cope with harsh environments. Many bacteria, including the opportunistic human pathogen Vibrio vulnificus, enter a form of dormancy known as the viable but nonculturable (VBNC) state. VBNC cells can resuscitate when suitable conditions arise, yet the molecular mechanisms facilitating resuscitation in most bacteria are not well understood. We discovered that bacterial cell-free supernatants (CFS) can awaken preexisting dormant vibrio populations within oysters and seawater, while CFS from a quorum sensing mutant was unable to produce the same resuscitative effect. Furthermore, the quorum sensing autoinducer AI-2 could induce resuscitation of VBNC V. vulnificus in vitro, and VBNC cells of a mutant unable to produce AI-2 were unable to resuscitate unless the cultures were supplemented with exogenous AI-2. The quorum sensing inhibitor cinnamaldehyde delayed the resuscitation of wild-type VBNC cells, confirming the importance of quorum sensing in resuscitation. By monitoring AI-2 production by VBNC cultures over time, we found quorum sensing signaling to be critical for the natural resuscitation process. This study provides new insights into the molecular mechanisms stimulating VBNC cell exit from dormancy, which has significant implications for microbial ecology and public health.


Assuntos
Homosserina/análogos & derivados , Lactonas/metabolismo , Viabilidade Microbiana/efeitos dos fármacos , Percepção de Quorum , Vibrio vulnificus/efeitos dos fármacos , Vibrio vulnificus/fisiologia , Animais , Homosserina/metabolismo , Ostreidae/microbiologia , Água do Mar/microbiologia , Vibrio vulnificus/crescimento & desenvolvimento
14.
Appl Environ Microbiol ; 80(5): 1580-7, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24362430

RESUMO

Vibrio vulnificus naturally inhabits a variety of aquatic organisms, including oysters, and is the leading cause of seafood-related death in the United States. Strains of this bacterium are genetically classified into environmental (E) and clinical (C) genotypes, which correlate with source of isolation. E-genotype strains integrate into marine aggregates more efficiently than do C-genotype strains, leading to a greater uptake of strains of this genotype by oysters feeding on these aggregates. The causes of this increased integration of E-type strains into marine "snow" have not been demonstrated. Here, we further investigate the physiological and genetic causalities for this genotypic heterogeneity by examining the ability of strains of each genotype to attach to chitin, a major constituent of marine snow. We found that E-genotype strains attach to chitin with significantly greater efficiency than do C-genotype strains when incubated at 20°C. Type IV pili were implicated in chitin adherence, and even in the absence of chitin, the expression level of type IV pilin genes (pilA, pilD, and mshA) was found to be inherently higher by E genotypes than by C genotypes. In contrast, the level of expression of N-acetylglucosamine binding protein A (gbpA) was significantly higher in C-genotype strains. Interestingly, incubation at a clinically relevant temperature (37°C) resulted in a significant increase in C-genotype attachment to chitin, which subsequently provided a protective effect against exposure to acid or bile, thus offering a clue into their increased incidence in human infections. This study suggests that C- and E-genotype strains have intrinsically divergent physiological programs, which may help explain the observed differences in the ecology and pathogenic potential between these two genotypes.


Assuntos
Aderência Bacteriana , Quitina/metabolismo , Água do Mar/microbiologia , Vibrio vulnificus/fisiologia , Animais , Fímbrias Bacterianas/fisiologia , Genótipo , Ostreidae/microbiologia , Temperatura , Vibrio vulnificus/classificação , Vibrio vulnificus/genética
15.
J Microbiol Methods ; 93(3): 277-83, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23566825

RESUMO

Vibrio vulnificus is an opportunistic human pathogen responsible for 95% of seafood related deaths in the US. Monitoring the presence of this bacterium in estuarine waters and shellfish is of medical and economic importance due to its ability to cause severe wound infections and fulminant septicemia. Current methods for isolating V. vulnificus from environmental samples typically employ an initial selective medium which requires subsequent molecular confirmation of presumptive V. vulnificus isolates. Although culture-based methods are accessible and inexpensive, they lack the specificity needed to definitively identify V. vulnificus. The goal of this study was to develop a more accurate, culture-based method for the initial detection of V. vulnificus, thereby decreasing or eliminating the requirement for confirmatory molecular tests. Colony color characteristics of a variety of Vibrio species were determined on three commonly employed media to identify those which present as false-positive isolates for V. vulnificus. We subsequently developed a triple-plating method which utilizes three media in combination to greatly decrease the number of false positive isolates. The number of isolates positively identified as V. vulnificus using the triple-plating method were compared to a typical single-plating method and revealed over a 2-fold increase in ability to accurately predict V. vulnificus isolates. We suggest that this new method will enhance the predictive power of culture-based methods, reduce the cost and time spent on additional detection methods, and may be a valuable alternative when molecular methods are not available or unaffordable.


Assuntos
Técnicas Bacteriológicas/métodos , Microbiologia Ambiental , Vibrio vulnificus/isolamento & purificação , Técnicas Bacteriológicas/economia , Meios de Cultura/química , Valor Preditivo dos Testes , Fatores de Tempo , Vibrio vulnificus/crescimento & desenvolvimento
16.
Appl Environ Microbiol ; 78(11): 3885-9, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22447591

RESUMO

Despite years of successful isolation of Vibrio vulnificus from estuarine waters, beginning in 2007, it was extremely difficult to culture V. vulnificus from either North Carolina estuarine water or oyster samples. After employing culture-based methods as well as PCR and quantitative PCR for the detection of V. vulnificus, always with negative results, we concluded that this pathogen had become nearly undetectable in the North Carolina estuarine ecosystem. We ensured that the techniques were sound by seeding North Carolina oysters with V. vulnificus and performing the same tests as those previously conducted on unadulterated oysters. V. vulnificus was readily detected in the seeded oysters using both classes of methods. Furthermore, oysters were obtained from the Gulf of Mexico, and V. vulnificus was easily isolated, confirming that the methodology was sound but that the oysters and waters of North Carolina were lacking the V. vulnificus population studied for decades. Strikingly, the apparent loss of detectable V. vulnificus coincided with the most severe drought in the history of North Carolina. The drought continued until the end of 2009, with an elevated water column salinity being observed throughout this period and with V. vulnificus being nearly nonexistent. When salinities returned to normal after the drought abated in 2010, we were again able to routinely isolate V. vulnificus from the water column, although we were still unable to culture it from oysters. We suggest that the oysters were colonized with a more salt-tolerant bacterium during the drought, which displaced V. vulnificus and may be preventing recolonization.


Assuntos
Secas , Ostreidae/microbiologia , Salinidade , Vibrio vulnificus/isolamento & purificação , Animais , Contagem de Colônia Microbiana , North Carolina , Reação em Cadeia da Polimerase/métodos , Estações do Ano , Microbiologia da Água
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