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1.
BMC Microbiol ; 21(1): 191, 2021 06 25.
Artículo en Inglés | MEDLINE | ID: mdl-34172012

RESUMEN

BACKGROUND: The compromised gut microbiome that results from C-section birth has been hypothesized as a risk factor for the development of non-communicable diseases (NCD). In a double-blind randomized controlled study, 153 infants born by elective C-section received an infant formula supplemented with either synbiotic, prebiotics, or unsupplemented from birth until 4 months old. Vaginally born infants were included as a reference group. Stool samples were collected from day 3 till week 22. Multi-omics were deployed to investigate the impact of mode of delivery and nutrition on the development of the infant gut microbiome, and uncover putative biological mechanisms underlying the role of a compromised microbiome as a risk factor for NCD. RESULTS: As early as day 3, infants born vaginally presented a hypoxic and acidic gut environment characterized by an enrichment of strict anaerobes (Bifidobacteriaceae). Infants born by C-section presented the hallmark of a compromised microbiome driven by an enrichment of Enterobacteriaceae. This was associated with meta-omics signatures characteristic of a microbiome adapted to a more oxygen-rich gut environment, enriched with genes associated with reactive oxygen species metabolism and lipopolysaccharide biosynthesis, and depleted in genes involved in the metabolism of milk carbohydrates. The synbiotic formula modulated expression of microbial genes involved in (oligo)saccharide metabolism, which emulates the eco-physiological gut environment observed in vaginally born infants. The resulting hypoxic and acidic milieu prevented the establishment of a compromised microbiome. CONCLUSIONS: This study deciphers the putative functional hallmarks of a compromised microbiome acquired during C-section birth, and the impact of nutrition that may counteract disturbed microbiome development. TRIAL REGISTRATION: The study was registered in the Dutch Trial Register (Number: 2838 ) on 4th April 2011.


Asunto(s)
Bacterias/genética , Cesárea/efectos adversos , Heces/microbiología , Microbioma Gastrointestinal/genética , Metagenoma/genética , Biodiversidad , Método Doble Ciego , Humanos , Lactante , Recién Nacido
2.
Neurobiol Dis ; 135: 104744, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31931139

RESUMEN

Structural and molecular myelination deficits represent early pathological features of Huntington disease (HD). Recent evidence from germ-free (GF) animals suggests a role for microbiota-gut-brain bidirectional communication in the regulation of myelination. In this study, we aimed to investigate the impact of microbiota on myelin plasticity and oligodendroglial population dynamics in the mixed-sex BACHD mouse model of HD. Ultrastructural analysis of myelin in the corpus callosum revealed alterations of myelin thickness in BACHD GF compared to specific-pathogen free (SPF) mice, whereas no differences were observed between wild-type (WT) groups. In contrast, myelin compaction was altered in all groups when compared to WT SPF animals. Levels of myelin-related proteins were generally reduced, and the number of mature oligodendrocytes was decreased in the prefrontal cortex under GF compared to SPF conditions, regardless of genotype. Minor differences in commensal bacteria at the family and genera levels were found in the gut microbiota of BACHD and WT animals housed in standard living conditions. Our findings indicate complex effects of a germ-free status on myelin-related characteristics, and highlight the adaptive properties of myelination as a result of environmental manipulation.


Asunto(s)
Enfermedad de Huntington/microbiología , Proteínas de la Mielina/metabolismo , Vaina de Mielina/patología , Sustancia Blanca/microbiología , Animales , Bacterias/aislamiento & purificación , Cuerpo Calloso/metabolismo , Cuerpo Calloso/microbiología , Modelos Animales de Enfermedad , Enfermedad de Huntington/patología , Ratones Transgénicos , Vaina de Mielina/metabolismo , Plasticidad Neuronal/fisiología , Oligodendroglía/metabolismo , Corteza Prefrontal/metabolismo , Sustancia Blanca/patología
3.
JGH Open ; 3(6): 480-487, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31832548

RESUMEN

BACKGROUND AND AIM: Perturbance in the composition of human gut microbiota has been associated with metabolic disorders such as obesity, diabetes mellitus, and insulin resistance. The objectives of this study are to examine the effects of ethnicity, central obesity, and recorded dietary components on potentially influencing the human gut microbiome. We hypothesize that these factors have an influence on the composition of the gut microbiome. METHODS: Subjects of Chinese (n = 14), Malay (n = 10), and Indian (n = 11) ancestry, with a median age of 39 years (range: 22-70 years old), provided stool samples for gut microbiome profiling using 16S rRNA sequencing and completed a dietary questionnaire. The serum samples were assayed for a panel of biomarkers (interleukin-6, tumor necrosis factor alpha, adiponectin, cleaved cytokeratin 18, lipopolysaccharide-binding protein, and limulus amebocyte lysate). Central obesity was defined by waist circumference cut-off values for Asians. RESULTS: There were no significant differences in Shannon alpha diversity for ethnicity and central obesity and no associations between levels of inflammatory cytokines and obesity. The relative abundances of Anaerofilum (P = 0.02), Gemellaceae (P = 0.02), Streptococcaceae (P = 0.03), and Rikenellaceae (P = 0.04) were significantly lower in the obese group. From principle coordinate analysis, the effects of the intake of fiber and fat/saturated fat were in contrast with each other, with clustering of obese individuals leaning toward fiber. CONCLUSION: The study demonstrated that there were differences in the gut microbiome in obese individuals. Certain bacterial taxa were present in lower abundance in the group with central obesity. Fiber and fat/saturated fat diets were not the key determinants of central obesity.

5.
NPJ Vaccines ; 4: 27, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31285858

RESUMEN

Neutralizing antibodies (nAbs) are a critical component for protection against dengue virus (DENV) infection, but little is known about the immune mechanisms governing their induction and whether such mechanisms can be harnessed for vaccine development. In this study, we profiled the early immune responses to flaviviruses in human peripheral blood mononuclear cells and screened a panel of toll-like receptor (TLR) agonists that stimulate the same immune signatures. Monocyte/macrophage-driven inflammatory responses and interferon responses were characteristics of flavivirus infection and associated with induction of nAbs in humans immunized with the yellow fever vaccine YF-17D. The signatures were best reproduced by the combination of TLR agonists Pam3CSK4 and PolyI:C (PP). Immunization of both mice and macaques with a poorly immunogenic recombinant DENV-2 envelope domain III (EDIII) induced more consistent nAb and CD4+ T-cell responses with PP compared to alum plus monophosphoryl lipid A. Induction of nAbs by PP required interferon-mediated signals in macrophages in mice. However, EDIII + PP vaccination only provided partial protection against viral challenge. These results provide insights into mechanisms underlying nAb induction and a basis for further improving antigen/adjuvant combinations for dengue vaccine development.

6.
Semin Arthritis Rheum ; 49(3): 411-419, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31208714

RESUMEN

OBJECTIVE: Assess whether treatment with probiotics improve gastrointestinal symptoms in patients with systemic sclerosis (SSc). METHODS: In this double-blind randomized placebo-controlled parallel-group phase II trial, SSc subjects with total score ≥ 0.1 on a validated SSc-specific gastrointestinal tract (GIT) questionnaire were randomized (1:1) to receive 60 days of high dose multi-strain probiotics (Vivomixx® 1800 billion units/day) or identical placebo, followed by an additional 60 days of probiotics in both groups. Between group differences in GIT score change were assessed after 60 days (primary outcome, time-point T1) and 120 days (secondary outcome, time-point, T2) by an intention-to-treat approach. Stool samples at three time-points were subjected to 16S next generation sequencing. RESULTS: Forty subjects were randomized to placebo-probiotics (n = 21) or probiotics-probiotics (n = 19). At T1, no significant improvement was observed between the two groups, reported as mean ± SE for total GIT score (placebo 0.14 ± 0.06 versus probiotics 0.13 ± 0.07; p = 0.85) or its subdomains. At T2, whilst there was no significant improvement in total GIT score (placebo-probiotics -0.05±0.06; probiotics-probiotics -0.18 ± 0.07; p = 0.14), there was significant improvement of GIT-reflux in the probiotic group (-0.22 ± 0.05 versus placebo-probiotics 0.05 ± 0.07; p = 0.004). Subjects on probiotics exhibited increasing stool microbiota alpha diversity compared to the placebo-probiotics group. Adverse events (AEs) were mild, with similar proportion of subjects with AEs and serious AEs in both groups. CONCLUSION: Whilst there was no clear improvement in overall GI symptoms after 60 days, we observed significantly improved GI reflux after 120 days of probiotics. The trial confirmed safety of multi-strain probiotics in SSc patients. TRIAL REGISTRATION: Clinicaltrials.gov; NCT01804959.


Asunto(s)
Enfermedades Gastrointestinales/tratamiento farmacológico , Probióticos/uso terapéutico , Esclerodermia Sistémica/tratamiento farmacológico , Método Doble Ciego , Femenino , Estudios de Seguimiento , Enfermedades Gastrointestinales/etiología , Microbioma Gastrointestinal , Humanos , Masculino , Persona de Mediana Edad , Esclerodermia Sistémica/complicaciones , Resultado del Tratamiento
7.
PLoS One ; 14(5): e0216330, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31050675

RESUMEN

Androgenetic alopecia is the most common form of hair loss in males. It is a multifactorial condition involving genetic predisposition and hormonal changes. The role of microflora during hair loss remains to be understood. We therefore analyzed the microbiome of hair follicles from hair loss patients and the healthy. Hair follicles were extracted from occipital and vertex region of hair loss patients and healthy volunteers and further dissected into middle and lower compartments. The microbiome was then characterized by 16S rRNA sequencing. Distinct microbial population were found in the middle and lower compartment of hair follicles. Middle hair compartment was predominated by Burkholderia spp. and less diverse; while higher bacterial diversity was observed in the lower hair portion. Occipital and vertex hair follicles did not show significant differences. In hair loss patients, miniaturized vertex hair houses elevated Propionibacterium acnes in the middle and lower compartments while non-miniaturized hair of other regions were comparable to the healthy. Increased abundance of P. acnes in miniaturized hair follicles could be associated to elevated immune response gene expression in the hair follicle.


Asunto(s)
Alopecia/microbiología , Folículo Piloso/microbiología , Microbiota , Burkholderia/aislamiento & purificación , Femenino , Humanos , Inmunidad , Masculino , Propionibacterium/aislamiento & purificación , ARN Ribosómico 16S/análisis
8.
Neurobiol Dis ; 127: 65-75, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-30802499

RESUMEN

Structural and molecular myelination deficits represent early pathological features of Huntington disease (HD). Recent evidence from germ-free (GF) animals suggests a role for microbiota-gut-brain bidirectional communication in the regulation of myelination. In this study, we aimed to investigate the impact of microbiota on myelin plasticity and oligodendroglial population dynamics in the mixed-sex BACHD mouse model of HD. Ultrastructural analysis of myelin in the corpus callosum revealed alterations of myelin thickness in BACHD GF compared to specific-pathogen free (SPF) mice, whereas no differences were observed between wild-type (WT) groups. In contrast, myelin compaction was altered in all groups when compared to WT SPF animals. Levels of myelin-related proteins were generally reduced, and the number of mature oligodendrocytes was decreased in the prefrontal cortex under GF compared to SPF conditions, regardless of genotype. Minor differences in commensal bacteria at the family and genera levels were found in the gut microbiota of BACHD and WT animals housed in standard living conditions. Our findings indicate complex effects of a germ-free status on myelin-related characteristics, and highlight the adaptive properties of myelination as a result of environmental manipulation.


Asunto(s)
Cuerpo Calloso/patología , Microbioma Gastrointestinal/fisiología , Enfermedad de Huntington/microbiología , Vaina de Mielina/patología , Plasticidad Neuronal/fisiología , Sustancia Blanca/patología , Animales , Modelos Animales de Enfermedad , Enfermedad de Huntington/patología , Ratones
9.
PLoS One ; 13(8): e0201768, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30089174

RESUMEN

BACKGROUND: While the aetiology of age-related macular degeneration (AMD)-a major blinding disease-remains unknown, the disease is strongly associated with variants in the complement factor H (CFH) gene. CFH variants also confer susceptibility to invasive infection with several bacterial colonizers of the nasopharyngeal mucosa. This shared susceptibility locus implicates complement deregulation as a common disease mechanism, and suggests the possibility that microbial interactions with host complement may trigger AMD. In this study, we address this possibility by testing the hypothesis that AMD is associated with specific microbial colonization of the human nasopharynx. RESULTS: High-throughput Illumina sequencing of the V3-V6 region of the microbial 16S ribosomal RNA gene was used to comprehensively and accurately describe the human pharyngeal microbiome, at genus level, in 245 AMD patients and 386 controls. Based on mean and differential microbial abundance analyses, we determined an overview of the pharyngeal microbiota, as well as candidate genera (Prevotella and Gemella) suggesting an association towards AMD health and disease conditions. CONCLUSIONS: Utilizing an extensive study population from Singapore, our results provided an accurate description of the pharyngeal microbiota profiles in AMD health and disease conditions. Through identification of candidate genera that are different between conditions, we provide preliminary evidence for the existence of microbial triggers for AMD. Ethical approval for this study was obtained through the Singapore Health Clinical Institutional Review Board, reference numbers R799/63/2010 and 2010/585/A.


Asunto(s)
Degeneración Macular/microbiología , Microbiota , Faringe/microbiología , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Humanos , Masculino , Microbiota/genética , Persona de Mediana Edad , Cavidad Nasal/microbiología , ARN Bacteriano , ARN Ribosómico 16S , Singapur
10.
Infect Control Hosp Epidemiol ; 39(7): 852-860, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29739475

RESUMEN

OBJECTIVEWe report the utility of whole-genome sequencing (WGS) conducted in a clinically relevant time frame (ie, sufficient for guiding management decision), in managing a Streptococcus pyogenes outbreak, and present a comparison of its performance with emm typing.SETTINGA 2,000-bed tertiary-care psychiatric hospital.METHODSActive surveillance was conducted to identify new cases of S. pyogenes. WGS guided targeted epidemiological investigations, and infection control measures were implemented. Single-nucleotide polymorphism (SNP)-based genome phylogeny, emm typing, and multilocus sequence typing (MLST) were performed. We compared the ability of WGS and emm typing to correctly identify person-to-person transmission and to guide the management of the outbreak.RESULTSThe study included 204 patients and 152 staff. We identified 35 patients and 2 staff members with S. pyogenes. WGS revealed polyclonal S. pyogenes infections with 3 genetically distinct phylogenetic clusters (C1-C3). Cluster C1 isolates were all emm type 4, sequence type 915 and had pairwise SNP differences of 0-5, which suggested recent person-to-person transmissions. Epidemiological investigation revealed that cluster C1 was mediated by dermal colonization and transmission of S. pyogenes in a male residential ward. Clusters C2 and C3 were genomically diverse, with pairwise SNP differences of 21-45 and 26-58, and emm 11 and mostly emm120, respectively. Clusters C2 and C3, which may have been considered person-to-person transmissions by emm typing, were shown by WGS to be unlikely by integrating pairwise SNP differences with epidemiology.CONCLUSIONSWGS had higher resolution than emm typing in identifying clusters with recent and ongoing person-to-person transmissions, which allowed implementation of targeted intervention to control the outbreak.Infect Control Hosp Epidemiol 2018;852-860.


Asunto(s)
Infección Hospitalaria/microbiología , Infección Hospitalaria/transmisión , Infecciones Estreptocócicas/diagnóstico , Infecciones Estreptocócicas/transmisión , Streptococcus pyogenes/genética , Bases de Datos de Ácidos Nucleicos , Brotes de Enfermedades , Genotipo , Hospitales Psiquiátricos , Humanos , Funciones de Verosimilitud , Epidemiología Molecular , Tipificación de Secuencias Multilocus , Polimorfismo de Nucleótido Simple , Vigilancia de Guardia , Singapur/epidemiología , Piel/microbiología , Infecciones Estreptocócicas/genética , Streptococcus pyogenes/aislamiento & purificación , Secuenciación Completa del Genoma
11.
J Biomed Inform ; 81: 16-30, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29496631

RESUMEN

INTRODUCTION: Accurate and timely prediction for endemic infectious diseases is vital for public health agencies to plan and carry out any control methods at an early stage of disease outbreaks. Climatic variables has been identified as important predictors in models for infectious disease forecasts. Various approaches have been proposed in the literature to produce accurate and timely predictions and potentially improve public health response. METHODS: We assessed how the machine learning LASSO method may be useful in providing useful forecasts for different pathogens in countries with different climates. Separate LASSO models were constructed for different disease/country/forecast window with different model complexity by including different sets of predictors to assess the importance of different predictors under various conditions. RESULTS: There was a more apparent cyclicity for both climatic variables and incidence in regions further away from the equator. For most diseases, predictions made beyond 4 weeks ahead were increasingly discrepant from the actual scenario. Prediction models were more accurate in capturing the outbreak but less sensitive to predict the outbreak size. In different situations, climatic variables have different levels of importance in prediction accuracy. CONCLUSIONS: For LASSO models used for prediction, including different sets of predictors has varying effect in different situations. Short term predictions generally perform better than longer term predictions, suggesting public health agencies may need the capacity to respond at short-notice to early warnings.


Asunto(s)
Enfermedades Transmisibles/epidemiología , Brotes de Enfermedades , Aprendizaje Automático , Algoritmos , Varicela/epidemiología , Clima , Control de Enfermedades Transmisibles , Dengue/epidemiología , Predicción , Enfermedad de Boca, Mano y Pie/epidemiología , Humanos , Incidencia , Infectología/métodos , Japón , Malaria/epidemiología , Modelos Estadísticos , Salud Pública , Reproducibilidad de los Resultados , Singapur , Taiwán , Tailandia , Análisis de Ondículas
12.
Nat Commun ; 9(1): 917, 2018 03 02.
Artículo en Inglés | MEDLINE | ID: mdl-29500445

RESUMEN

Polymyxins remain the last line treatment for multidrug-resistant (MDR) infections. As polymyxins resistance emerges, there is an urgent need to develop effective antimicrobial agents capable of mitigating MDR. Here, we report biodegradable guanidinium-functionalized polycarbonates with a distinctive mechanism that does not induce drug resistance. Unlike conventional antibiotics, repeated use of the polymers does not lead to drug resistance. Transcriptomic analysis of bacteria further supports development of resistance to antibiotics but not to the macromolecules after 30 treatments. Importantly, high in vivo treatment efficacy of the macromolecules is achieved in MDR A. baumannii-, E. coli-, K. pneumoniae-, methicillin-resistant S. aureus-, cecal ligation and puncture-induced polymicrobial peritonitis, and P. aeruginosa lung infection mouse models while remaining non-toxic (e.g., therapeutic index-ED50/LD50: 1473 for A. baumannii infection). These biodegradable synthetic macromolecules have been demonstrated to have broad spectrum in vivo antimicrobial activity, and have excellent potential as systemic antimicrobials against MDR infections.


Asunto(s)
Infecciones Bacterianas/tratamiento farmacológico , Infecciones Bacterianas/microbiología , Farmacorresistencia Bacteriana Múltiple , Sustancias Macromoleculares/uso terapéutico , Animales , Antiinfecciosos/farmacología , Bacterias/efectos de los fármacos , Bacterias/aislamiento & purificación , Ciego/cirugía , Modelos Animales de Enfermedad , Farmacorresistencia Bacteriana Múltiple/efectos de los fármacos , Femenino , Hemólisis/efectos de los fármacos , Cinética , Ligadura , Sustancias Macromoleculares/farmacocinética , Masculino , Ratones Endogámicos C57BL , Ratones Endogámicos ICR , Pruebas de Sensibilidad Microbiana , Polímeros/síntesis química , Polímeros/química , Polímeros/farmacocinética , Polímeros/uso terapéutico , Punciones , Análisis de Secuencia de ARN , Distribución Tisular/efectos de los fármacos
13.
J Allergy Clin Immunol ; 142(1): 86-95, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29452199

RESUMEN

BACKGROUND: Dynamic establishment of the nasal microbiota in early life influences local mucosal immune responses and susceptibility to childhood respiratory disorders. OBJECTIVE: The aim of this case-control study was to monitor, evaluate, and compare development of the nasal microbiota of infants with rhinitis and wheeze in the first 18 months of life with those of healthy control subjects. METHODS: Anterior nasal swabs of 122 subjects belonging to the Growing Up in Singapore Towards Healthy Outcomes (GUSTO) birth cohort were collected longitudinally over 7 time points in the first 18 months of life. Nasal microbiota signatures were analyzed by using 16S rRNA multiplexed pair-end sequencing from 3 clinical groups: (1) patients with rhinitis alone (n = 28), (2) patients with rhinitis with concomitant wheeze (n = 34), and (3) healthy control subjects (n = 60). RESULTS: Maturation of the nasal microbiome followed distinctive patterns in infants from both rhinitis groups compared with control subjects. Bacterial diversity increased over the period of 18 months of life in control infants, whereas infants with rhinitis showed a decreasing trend (P < .05). An increase in abundance of the Oxalobacteraceae family (Proteobacteria phylum) and Aerococcaceae family (Firmicutes phylum) was associated with rhinitis and concomitant wheeze (adjusted P < .01), whereas the Corynebacteriaceae family (Actinobacteria phylum) and early colonization with the Staphylococcaceae family (Firmicutes phylum; 3 weeks until 9 months) were associated with control subjects (adjusted P < .05). The only difference between the rhinitis and control groups was a reduced abundance of the Corynebacteriaceae family (adjusted P < .05). Determinants of nasal microbiota succession included sex, mode of delivery, presence of siblings, and infant care attendance. CONCLUSION: Our results support the hypothesis that the nasal microbiome is involved in development of early-onset rhinitis and wheeze in infants.


Asunto(s)
Microbiota , Mucosa Nasal/microbiología , Ruidos Respiratorios , Rinitis/microbiología , Estudios de Casos y Controles , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Mucosa Nasal/inmunología , Ruidos Respiratorios/inmunología , Rinitis/inmunología , Singapur
14.
Gut Microbes ; 9(1): 38-54, 2018 01 02.
Artículo en Inglés | MEDLINE | ID: mdl-28767339

RESUMEN

Diarrheal diseases remain the second most common cause of mortality in young children in developing countries. Efforts have been made to explore the impact of diarrhea on bacterial communities in the human gut, but a thorough understanding has been impeded by inadequate resolution in bacterial identification and the examination of only few etiological agents. Here, by profiling an extended region of the 16S rRNA gene in the fecal microbiome, we aimed to elucidate the nature of gut microbiome perturbations during the early phase of infectious diarrhea caused by various etiological agents in Vietnamese children. Fecal samples from 145 diarrheal cases with a confirmed infectious etiology before antimicrobial therapy and 54 control subjects were analyzed. We found that the diarrheal fecal microbiota could be robustly categorized into 4 microbial configurations that either generally resembled or were highly divergent from a healthy state. Factors such as age, nutritional status, breastfeeding, and the etiology of the infection were significantly associated with these microbial community structures. We observed a consistent elevation of Fusobacterium mortiferum, Escherichia, and oral microorganisms in all diarrheal fecal microbiome configurations, proposing similar mechanistic interactions, even in the absence of global dysbiosis. We additionally found that Bifidobacterium pseudocatenulatum was significantly depleted during dysenteric diarrhea regardless of the etiological agent, suggesting that further investigations into the use of this species as a dysentery-orientated probiotic therapy are warranted. Our findings contribute to the understanding of the complex influence of infectious diarrhea on gut microbiome and identify new opportunities for therapeutic interventions.


Asunto(s)
Fenómenos Fisiológicos Bacterianos , Diarrea Infantil/microbiología , Microbioma Gastrointestinal , Tracto Gastrointestinal/microbiología , Bacterias/clasificación , Bacterias/genética , Biodiversidad , Análisis por Conglomerados , Diarrea Infantil/virología , Disbiosis/microbiología , Disentería/microbiología , Disentería/virología , Heces/microbiología , Heces/virología , Femenino , Tracto Gastrointestinal/virología , Humanos , Lactante , Masculino , ARN Ribosómico 16S/genética , Factores de Riesgo , Vietnam
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