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1.
Cell Rep Med ; 5(3): 101426, 2024 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-38366600

RESUMEN

The human gut microbiota is influenced by various factors, including health status and environmental conditions, yet considerable inter-individual differences remain unexplained. Previous studies identified that the gut microbiota of men who have sex with men (MSM) is distinct from that of non-MSM. Here, we reveal through species-level microbiota analysis using shotgun metagenomics that the gut microbiota of many MSM with Western origin resembles gut microbial communities of non-Westernized populations. Specifically, MSM gut microbiomes are frequently dominated by members of the Prevotellaceae family, including co-colonization of species from the Segatella copri complex and unknown Prevotellaceae members. Questionnaire-based analysis exploring inter-individual differences in MSM links specific sexual practices to microbiota composition. Moreover, machine learning identifies microbial features associated with sexual activities in MSM. Together, this study shows associations of sexual activities with gut microbiome alterations in MSM, which may have a large impact on population-based microbiota studies.


Asunto(s)
Microbioma Gastrointestinal , Microbiota , Minorías Sexuales y de Género , Masculino , Humanos , Homosexualidad Masculina , Conducta Sexual
2.
BMC Cancer ; 23(1): 1160, 2023 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-38017389

RESUMEN

BACKGROUND: Composition of the intestinal microbiota has been correlated to therapeutic efficacy of immune checkpoint inhibitors (ICI) in various cancer entities including melanoma. Prediction of the outcome of such therapy, however, is still unavailable. This prospective, non-interventional study was conducted in order to achieve an integrated assessment of the connection between a specific intestinal microbiota profile and antitumor immune response to immune checkpoint inhibitor therapy (anti-PD-1 and/or anti-CTLA-4) in melanoma patients. METHODS: We assessed blood and stool samples of 29 cutaneous melanoma patients who received immune checkpoint inhibitor therapy. For functional and phenotypical immune analysis, 12-color flow cytometry and FluoroSpot assays were conducted. Gut microbiome was analyzed with shotgun metagenomics sequencing. To combine clinical, microbiome and immune variables, we applied the Random Forest algorithm. RESULTS: A total of 29 patients was analyzed in this study, among whom 51.7% (n = 15) reached a durable clinical benefit. The Immune receptor TIGIT is significantly upregulated in T cells (p = 0.0139) and CD56high NK cells (p = 0.0037) of responders. Several bacterial taxa were associated with response (e.g. Ruminococcus torques) or failure (e.g. Barnesiella intestinihominis) to immune therapy. A combination of two microbiome features (Barnesiella intestinihominis and the Enterobacteriaceae family) and one immune feature (TIGIT+ CD56high NK cells) was able to predict response to ICI already at baseline (AUC = 0.85; 95% CI: 0.841-0.853). CONCLUSIONS: Our results reconfirm a link between intestinal microbiota and response to ICI therapy in melanoma patients and furthermore point to TIGIT as a promising target for future immunotherapies.


Asunto(s)
Microbioma Gastrointestinal , Melanoma , Neoplasias Cutáneas , Humanos , Melanoma/tratamiento farmacológico , Neoplasias Cutáneas/tratamiento farmacológico , Inhibidores de Puntos de Control Inmunológico/farmacología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Estudios Prospectivos , Células Asesinas Naturales , Receptores Inmunológicos
3.
Cell Host Microbe ; 31(11): 1804-1819.e9, 2023 11 08.
Artículo en Inglés | MEDLINE | ID: mdl-37883976

RESUMEN

The Segatella copri (formerly Prevotella copri) complex (ScC) comprises taxa that are key members of the human gut microbiome. It was previously described to contain four distinct phylogenetic clades. Combining targeted isolation with large-scale metagenomic analysis, we defined 13 distinct Segatella copri-related species, expanding the ScC complex beyond four clades. Complete genome reconstruction of thirteen strains from seven species unveiled the presence of genetically diverse large circular extrachromosomal elements. These elements are consistently present in most ScC species, contributing to intra- and inter-species diversities. The nine species-level clades present in humans display striking differences in prevalence and intra-species genetic makeup across human populations. Based on a meta-analysis, we found reproducible associations between members of ScC and the male sex and positive correlations with lower visceral fat and favorable markers of cardiometabolic health. Our work uncovers genomic diversity within ScC, facilitating a better characterization of the human microbiome.


Asunto(s)
Microbioma Gastrointestinal , Microbiota , Humanos , Masculino , Microbioma Gastrointestinal/genética , Metagenoma , Filogenia , Prevotella , Femenino
4.
Cell Rep ; 42(6): 112549, 2023 06 27.
Artículo en Inglés | MEDLINE | ID: mdl-37245209

RESUMEN

Transfer of the gut microbiota from wild to laboratory mice alters the host's immune status and enhances resistance to infectious and metabolic diseases, but understanding of which microbes and how they promote host fitness is only emerging. Our analysis of metagenomic sequencing data reveals that Helicobacter spp. are enriched in wild compared with specific-pathogen-free (SPF) and conventionally housed mice, with multiple species commonly co-colonizing their hosts. We create laboratory mice harboring three non-SPF Helicobacter spp. to evaluate their effect on mucosal immunity and colonization resistance to the enteropathogen Citrobacter rodentium. Our experiments reveal that Helicobacter spp. interfere with C. rodentium colonization and attenuate C. rodentium-induced gut inflammation in wild-type (WT) mice, even preventing lethal infection in Rag2-/- SPF mice. Further analyses suggest that Helicobacter spp. interfere with tissue attachment of C. rodentium, putatively by reducing the availability of mucus-derived sugars. These results unveil pivotal protective functions of wild mouse microbiota constituents against intestinal infection.


Asunto(s)
Infecciones por Enterobacteriaceae , Microbioma Gastrointestinal , Microbiota , Animales , Ratones , Citrobacter rodentium , Inmunidad Adaptativa , Ratones Endogámicos C57BL
5.
Nat Methods ; 19(4): 429-440, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35396482

RESUMEN

Evaluating metagenomic software is key for optimizing metagenome interpretation and focus of the Initiative for the Critical Assessment of Metagenome Interpretation (CAMI). The CAMI II challenge engaged the community to assess methods on realistic and complex datasets with long- and short-read sequences, created computationally from around 1,700 new and known genomes, as well as 600 new plasmids and viruses. Here we analyze 5,002 results by 76 program versions. Substantial improvements were seen in assembly, some due to long-read data. Related strains still were challenging for assembly and genome recovery through binning, as was assembly quality for the latter. Profilers markedly matured, with taxon profilers and binners excelling at higher bacterial ranks, but underperforming for viruses and Archaea. Clinical pathogen detection results revealed a need to improve reproducibility. Runtime and memory usage analyses identified efficient programs, including top performers with other metrics. The results identify challenges and guide researchers in selecting methods for analyses.


Asunto(s)
Metagenoma , Metagenómica , Archaea/genética , Metagenómica/métodos , Reproducibilidad de los Resultados , Análisis de Secuencia de ADN , Programas Informáticos
7.
Nat Protoc ; 16(4): 1785-1801, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33649565

RESUMEN

Computational methods are key in microbiome research, and obtaining a quantitative and unbiased performance estimate is important for method developers and applied researchers. For meaningful comparisons between methods, to identify best practices and common use cases, and to reduce overhead in benchmarking, it is necessary to have standardized datasets, procedures and metrics for evaluation. In this tutorial, we describe emerging standards in computational meta-omics benchmarking derived and agreed upon by a larger community of researchers. Specifically, we outline recent efforts by the Critical Assessment of Metagenome Interpretation (CAMI) initiative, which supplies method developers and applied researchers with exhaustive quantitative data about software performance in realistic scenarios and organizes community-driven benchmarking challenges. We explain the most relevant evaluation metrics for assessing metagenome assembly, binning and profiling results, and provide step-by-step instructions on how to generate them. The instructions use simulated mouse gut metagenome data released in preparation for the second round of CAMI challenges and showcase the use of a repository of tool results for CAMI datasets. This tutorial will serve as a reference for the community and facilitate informative and reproducible benchmarking in microbiome research.


Asunto(s)
Benchmarking , Metagenómica/métodos , Programas Informáticos , Animales , Simulación por Computador , Bases de Datos Genéticas , Microbioma Gastrointestinal/genética , Metagenoma , Ratones , Filogenia , Estándares de Referencia , Reproducibilidad de los Resultados
8.
Nat Commun ; 12(1): 1970, 2021 03 30.
Artículo en Inglés | MEDLINE | ID: mdl-33785752

RESUMEN

Periods of fasting and refeeding may reduce cardiometabolic risk elevated by Western diet. Here we show in the substudy of NCT02099968, investigating the clinical parameters, the immunome and gut microbiome exploratory endpoints, that in hypertensive metabolic syndrome patients, a 5-day fast followed by a modified Dietary Approach to Stop Hypertension diet reduces systolic blood pressure, need for antihypertensive medications, body-mass index at three months post intervention compared to a modified Dietary Approach to Stop Hypertension diet alone. Fasting alters the gut microbiome, impacting bacterial taxa and gene modules associated with short-chain fatty acid production. Cross-system analyses reveal a positive correlation of circulating mucosa-associated invariant T cells, non-classical monocytes and CD4+ effector T cells with systolic blood pressure. Furthermore, regulatory T cells positively correlate with body-mass index and weight. Machine learning analysis of baseline immunome or microbiome data predicts sustained systolic blood pressure response within the fasting group, identifying CD8+ effector T cells, Th17 cells and regulatory T cells or Desulfovibrionaceae, Hydrogenoanaerobacterium, Akkermansia, and Ruminococcaceae as important contributors to the model. Here we report that the high-resolution multi-omics data highlight fasting as a promising non-pharmacological intervention for the treatment of high blood pressure in metabolic syndrome patients.


Asunto(s)
Presión Sanguínea/fisiología , Peso Corporal/fisiología , Ayuno/fisiología , Microbioma Gastrointestinal/fisiología , Síndrome Metabólico/fisiopatología , Anciano , Akkermansia/fisiología , Índice de Masa Corporal , Desulfovibrionaceae/fisiología , Dieta , Heces/microbiología , Femenino , Humanos , Hipertensión/complicaciones , Hipertensión/microbiología , Hipertensión/fisiopatología , Masculino , Síndrome Metabólico/complicaciones , Síndrome Metabólico/microbiología , Persona de Mediana Edad , Ruminococcus/fisiología , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/fisiología
11.
Lancet Rheumatol ; 2(7): e418-e427, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33345197

RESUMEN

BACKGROUND: Rheumatoid arthritis is a chronic inflammatory autoimmune disease that is associated with reduced life expectancy. The disease is heritable and an extensive repertoire of genetic variants have been identified. The gut microbiota might represent an environmental risk factor for rheumatoid arthritis. We aimed to assess whether known rheumatoid arthritis risk alleles were associated with the gut microbiota in a large population who do not have rheumatoid arthritis. METHODS: In this cross-sectional study done in the UK and Switzerland, we used genotyping and microbiota data from previous studies of the TwinsUK cohort, excluding participants who had ever had a diagnosis of rheumatoid arthritis, as well as their unaffected co-twins. We used blood samples for genotyping and stool samples for the assessment of the gut microbiota. We generated a polygenic risk score (PRS) for rheumatoid arthritis in 1650 TwinsUK participants without the disease, based on 233 GWAS-identified single nucleotide polymorphisms associated with rheumatoid arthritis. We validated the PRS using logistic regression against rheumatoid arthritis diagnosis in 2686 UK Biobank individuals with a confirmed diagnosis of rheumatoid arthritis. Amplicon sequence variants (ASVs) were generated from 16S rRNA gene sequencing of stool samples and assessed for association with the PRS for rheumatoid arthritis. We validated the findings in an independent sample comprised of first-degree relatives of patients with rheumatoid arthritis from the SCREEN-RA cohort. Differential abundance of ASVs present in more than 5% of samples, grouped by ASV taxon annotation, against the rheumatoid arthritis PRS as a continuous variable was assessed using fixed-effects covariates. To account for multiple testing, the false discovery rate calculation was applied to all p values to generate q values, with a significance threshold of 0·05 determined a priori. FINDINGS: We found that presence of Prevotella spp were positively associated with the rheumatoid arthritis PRS in TwinsUK participants (q<1 × 10-7). This finding was validated in SCREEN-RA participants (n=133) carrying established shared epitope risk alleles (q=0·0011). We also found an association between Prevotella spp and presence of preclinical rheumatoid arthritis phases (q=0·021). INTERPRETATION: Prevotella spp in the gut microbiota are associated with the rheumatoid arthritis genotype in the absence of rheumatoid arthritis, including in individuals at high risk of developing rheumatoid arthritis. Our findings suggest that host genotype is associated with microbiota profile before disease onset. FUNDING: Versus Arthritis.

12.
Cell Host Microbe ; 28(6): 838-852.e6, 2020 12 09.
Artículo en Inglés | MEDLINE | ID: mdl-33113351

RESUMEN

Prevotella spp. are a dominant bacterial genus within the human gut. Multiple Prevotella spp. co-exist in some individuals, particularly those consuming plant-based diets. Additionally, Prevotella spp. exhibit variability in the utilization of diverse complex carbohydrates. To investigate the relationship between Prevotella competition and diet, we isolated Prevotella species from the mouse gut, analyzed their genomes and transcriptomes in vivo, and performed competition experiments between species in mice. Diverse dominant Prevotella species compete for similar metabolic niches in vivo, which is linked to the upregulation of specific polysaccharide utilization loci (PULs). Complex plant-derived polysaccharides are required for Prevotella spp. expansion, with arabinoxylans having a prominent impact on species abundance. The most dominant Prevotella species encodes a specific tandem-repeat trsusC/D PUL that enables arabinoxylan utilization and is conserved in human Prevotella copri strains, particularly among those consuming a vegan diet. These findings suggest that efficient (arabino)xylan-utilization is a factor contributing to Prevotella dominance.


Asunto(s)
Microbioma Gastrointestinal , Polisacáridos/metabolismo , Prevotella/crecimiento & desarrollo , Xilanos/metabolismo , Animales , ADN Bacteriano , Sitios Genéticos , Genoma Bacteriano , Glicósido Hidrolasas/genética , Glicosiltransferasas/genética , Humanos , Metagenómica , Ratones , Ratones Endogámicos C57BL , Filogenia , Prevotella/clasificación , Prevotella/aislamiento & purificación , ARN Ribosómico 16S , Transcriptoma , Veganos , Secuenciación Completa del Genoma
13.
PLoS Pathog ; 16(3): e1008448, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-32208465

RESUMEN

The composition of the intestinal microbiota influences the outcome of enteric infections in human and mice. However, the role of specific members and their metabolites contributing to disease severity is largely unknown. Using isogenic mouse lines harboring distinct microbiota communities, we observed highly variable disease kinetics of enteric Citrobacter rodentium colonization after infection. Transfer of communities from susceptible and resistant mice into germ-free mice verified that the varying susceptibilities are determined by microbiota composition. The strongest differences in colonization were observed in the cecum and could be maintained in vitro by coculturing cecal bacteria with C. rodentium. Cohousing of animals as well as the transfer of cultivable bacteria from resistant to susceptible mice led to variable outcomes in the recipient mice. Microbiome analysis revealed that a higher abundance of butyrate-producing bacteria was associated with the resistant phenotype. Quantification of short-chain fatty acid (SCFA) levels before and after infection revealed increased concentrations of acetate, butyrate and propionate in mice with delayed colonization. Addition of physiological concentrations of butyrate, but not of acetate and/or propionate strongly impaired growth of C. rodentium in vitro. In vivo supplementation of susceptible, antibiotic-treated and germ-free mice with butyrate led to the same level of protection, notably only when cecal butyrate concentration reached a concentration higher than 50 nmol/mg indicating a critical threshold for protection. In the recent years, commensal-derived primary and secondary bacterial metabolites emerged as potent modulators of hosts susceptibility to infection. Our results provide evidence that variations in SCFA production in mice fed fibre-rich chow-based diets modulate susceptibility to colonization with Enterobacteriaceae not only in antibiotic-disturbed ecosystems but even in undisturbed microbial communities. These findings emphasise the need for microbiota normalization across laboratory mouse lines for infection experiments with the model-pathogen C. rodentium independent of investigations of diet and antibiotic usage.


Asunto(s)
Citrobacter rodentium/crecimiento & desarrollo , Infecciones por Enterobacteriaceae/metabolismo , Ácidos Grasos/metabolismo , Microbioma Gastrointestinal , Animales , Ratones
14.
Ann Rheum Dis ; 78(5): 590-593, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30760471

RESUMEN

OBJECTIVES: Rheumatoid arthritis (RA) has been associated with a relative expansion of faecal Prevotellaceae. To determine the microbiome composition and prevalence of Prevotella spp. in a group of individuals at increased risk for RA, but prior to the development of the disease. METHODS: In an ongoing cohort study of first-degree relatives (FDRs) of patients with RA, we identified 'FDR controls', asymptomatic and without autoantibodies, and individuals in pre-clinical RA stages, who had either developed anticitrullinated peptide antibodies or rheumatoid factor positivity and/or symptoms and signs associated with possible RA. Stool sampling and culture-independent microbiota analyses were performed followed by descriptive statistics and statistical analyses of community structures. RESULTS: A total of 133 participants were included, of which 50 were categorised as 'FDR controls' and 83 in 'pre-clinical RA stages'. The microbiota of individuals in 'pre-clinical RA stages' was significantly altered compared with FDR controls. We found a significant enrichment of the bacterial family Prevotellaceae, particularly Prevotella spp., in the 'pre-clinical RA' group (p=0.04). CONCLUSIONS: Prevotella spp. enrichment in individuals in pre-clinical stages of RA, before the onset of RA, suggests a role of intestinal dysbiosis in the development of RA.


Asunto(s)
Artritis Reumatoide/microbiología , Heces/microbiología , Microbioma Gastrointestinal/inmunología , Prevotella/inmunología , Anciano , Artritis Reumatoide/genética , Artritis Reumatoide/inmunología , Autoanticuerpos/sangre , Autoanticuerpos/inmunología , Estudios de Casos y Controles , Disbiosis/sangre , Disbiosis/inmunología , Disbiosis/microbiología , Femenino , Predisposición Genética a la Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Linaje , Factor Reumatoide/sangre , Factores de Riesgo
15.
Microbiome ; 6(1): 134, 2018 08 02.
Artículo en Inglés | MEDLINE | ID: mdl-30071904

RESUMEN

BACKGROUND: As the gut microbiota contributes to metabolic health, it is important to determine specific diet-microbiota interactions that influence host metabolism. Bile acids and dietary fat source can alter phenotypes of diet-induced obesity, but the interplay with intestinal microorganisms is unclear. Here, we investigated metabolic consequences of diets enriched in primary bile acids with or without addition of lard or palm oil, and studied gut microbiota structure and functions in mice. RESULTS: In combination with bile acids, dietary lard fed to male C57BL/6N mice for a period of 8 weeks enhanced fat mass accumulation in colonized, but not in germ-free mice when compared to palm oil. This was associated with impaired glucose tolerance, lower fasting insulin levels, lower counts of enteroendocrine cells, fatty liver, and elevated amounts of hepatic triglycerides, cholesteryl esters, and monounsaturated fatty acids. Lard- and bile acid-fed mice were characterized by shifts in dominant gut bacterial communities, including decreased relative abundances of Lachnospiraceae and increased occurrence of Desulfovibrionaceae and the species Clostridium lactatifermentans and Flintibacter butyricus. Metatranscriptomic analysis revealed shifts in microbial functions, including lipid and amino acid metabolism. CONCLUSIONS: Caution is required when interpreting data from diet-induced obesity models due to varying effects of dietary fat source. Detrimental metabolic consequences of a diet enriched with lard and primary bile acids were dependent on microbial colonization of the host and were linked to hepatic lipid rearrangements and to alterations of dominant bacterial communities in the cecum.


Asunto(s)
Bacterias/clasificación , Ácidos y Sales Biliares/análisis , Dieta Alta en Grasa/efectos adversos , Microbioma Gastrointestinal/efectos de los fármacos , Obesidad/inducido químicamente , Aminoácidos/metabolismo , Animales , Bacterias/efectos de los fármacos , Bacterias/genética , ADN Bacteriano/genética , ADN Ribosómico/genética , Grasas de la Dieta/efectos adversos , Perfilación de la Expresión Génica , Metabolismo de los Lípidos , Masculino , Ratones , Ratones Endogámicos C57BL , Obesidad/metabolismo , Aceite de Palma/efectos adversos , Filogenia , ARN Ribosómico 16S/genética
16.
Cell Rep ; 21(4): 994-1008, 2017 Oct 24.
Artículo en Inglés | MEDLINE | ID: mdl-29069606

RESUMEN

Inflammatory bowel disease comprises a group of heterogeneous diseases characterized by chronic and relapsing mucosal inflammation. Alterations in microbiota composition have been proposed to contribute to disease development, but no uniform signatures have yet been identified. Here, we compare the ability of a diverse set of microbial communities to exacerbate intestinal inflammation after chemical damage to the intestinal barrier. Strikingly, genetically identical wild-type mice differing only in their microbiota composition varied strongly in their colitis susceptibility. Transfer of distinct colitogenic communities in gene-deficient mice revealed that they triggered disease via opposing pathways either independent or dependent on adaptive immunity, specifically requiring antigen-specific CD4+ T cells. Our data provide evidence for the concept that microbial communities may alter disease susceptibility via different immune pathways despite eventually resulting in similar host pathology. This suggests a potential benefit for personalizing IBD therapies according to patient-specific microbiota signatures.


Asunto(s)
Inmunidad Adaptativa , Colitis Ulcerosa/microbiología , Microbioma Gastrointestinal , Inmunidad Innata , Animales , Linfocitos T CD4-Positivos/inmunología , Colitis Ulcerosa/inmunología , Femenino , Mucosa Intestinal/inmunología , Mucosa Intestinal/microbiología , Masculino , Ratones , Ratones Endogámicos C57BL
17.
Cell Host Microbe ; 21(6): 682-694.e5, 2017 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-28618267

RESUMEN

The microbiota contributes to colonization resistance against invading pathogens by competing for metabolites, producing inhibitory substances, and priming protective immune responses. However, the specific commensal bacteria that promote host resistance and immune-mediated protection remain largely elusive. Using isogenic mouse lines with distinct microbiota profiles, we demonstrate that severity of disease induced by enteric Salmonella Typhimurium infection is strongly modulated by microbiota composition in individual lines. Transferring a restricted community of cultivable intestinal commensals from protected into susceptible mice decreases S. Typhimurium tissue colonization and consequently disease severity. This reduced tissue colonization, along with ameliorated weight loss and prolonged survival, depends on microbiota-enhanced IFNγ production, as IFNγ-deficient mice do not exhibit protective effects. Innate cells and CD4+ T cells increase in number and show high levels of IFNγ after transfer of the commensal community. Thus, distinct microbiota members prevent intestinal Salmonella infection by enhancing antibacterial IFNγ responses.


Asunto(s)
Microbioma Gastrointestinal/inmunología , Interferón gamma/inmunología , Salmonelosis Animal/inmunología , Salmonella typhimurium/inmunología , Simbiosis/inmunología , Animales , Carga Bacteriana , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD4-Positivos/microbiología , ADN Bacteriano/análisis , Heces/microbiología , Femenino , Microbioma Gastrointestinal/fisiología , Inmunidad Innata , Interferón gamma/farmacología , Intestinos/inmunología , Intestinos/microbiología , Masculino , Ratones , Ratones Endogámicos C57BL , ARN Ribosómico 16S/genética , Salmonelosis Animal/microbiología , Salmonella typhimurium/efectos de los fármacos , Salmonella typhimurium/crecimiento & desarrollo , Salmonella typhimurium/patogenicidad
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