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1.
Microbiol Spectr ; 9(3): e0125521, 2021 12 22.
Article En | MEDLINE | ID: mdl-34937163

Fecal microbial community could not fully represent the intestinal microbial community. However, most studies analyzing diarrhea-dominant irritable bowel syndrome (IBS-D) were mainly based on fecal samples. We aimed to characterize the IBS-D microbial community patterns using samples at multiple intestinal sites. This study recruited 74 IBS-D patients and 20 healthy controls (HC). 22.34%, 8.51%, 14.89%, and 54.26% of them contributed to one, two, three, and four sites: duodenal mucosa (DM), duodenal lumen (DL), rectal mucosa (RM), and rectal lumen (RL) of intestinal samples, respectively. Then 16S rRNA gene analysis was performed on these 283 samples. The result showed that IBS-D microbial communities have specific patterns at each intestinal site differing from that of HC. Across hosts and sites, Bacillus, Burkholderia, and Faecalibacterium were the representative genera in duodenum of IBS-D, duodenum of HC, and rectum of HC, respectively. Samples from mucosa and lumen in rectum were highly distinguishable, regardless of IBS-D and HC. Additionally, IBS-D patients have lower microbial co-abundance network connectivity. Moreover, RM site-specific biomarker: Bacteroides used alone or together with Prevotella and Oscillospira in RM showed outstanding performance in IBS-D diagnosis. Furthermore, Bacteroides and Prevotella in RM were strongly related to the severity of abdominal pain, abdominal discomfort, and bloating in IBS-D patients. In summary, this study also confirmed fecal microbial community could not fully characterize intestinal microbial communities. Among these site-specific microbial communities, RM microbial community would be more applicable in the diagnosis of IBS-D. IMPORTANCE Microbial community varied from one site to another along the gastrointestinal tract, but current studies about intestinal microbial community in IBS-D were mainly based on fecal samples. Based on 283 intestinal samples collected from DM, DL, RM, and RL of HC and IBS-D, we found different intestinal sites had their site-specific microbial patterns in IBS-D. Notably, RM site-specific microbes Bacteroides, Prevotella, and Oscillospira could be used to discriminate IBS-D from HC accurately. Our findings could help clinicians realize the great potential of the intestinal microbial community in RM for better diagnosis of IBS-D patients.


Duodenum/microbiology , Gastrointestinal Microbiome/genetics , Intestinal Mucosa/microbiology , Irritable Bowel Syndrome/microbiology , Rectum/microbiology , Bacillus/classification , Bacillus/genetics , Bacillus/isolation & purification , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Burkholderia/classification , Burkholderia/genetics , Burkholderia/isolation & purification , Diarrhea/microbiology , Diarrhea/pathology , Dysbiosis/microbiology , Faecalibacterium/classification , Faecalibacterium/genetics , Faecalibacterium/isolation & purification , Humans , Intestinal Mucosa/pathology , Irritable Bowel Syndrome/pathology , Prevotella/classification , Prevotella/genetics , Prevotella/isolation & purification , RNA, Ribosomal, 16S/genetics
2.
Anaerobe ; 72: 102447, 2021 Dec.
Article En | MEDLINE | ID: mdl-34560274

OBJECTIVES: To assess the differences in antimicrobial susceptibility of UK Bacteroides species across two distinct cohorts from 2000 to 2016. METHODS: Strain identification was performed using matrix-assisted laser-desorption ionisation time of flight mass spectrometry (MALDI-TOF MS) or by partial 16S rRNA sequencing. Minimum inhibitory concentrations (MICs) were determined using agar dilution, following CLSI guidelines (CLSI, 2012; 2017). RESULTS: 224 isolates were included from 2000 to 168 from 2016. Bacteroides fragilis was the most common species, comprising 68% of the 2000 cohort, and 77% in 2016. For all antimicrobials tested, there was an overall increase in the rates of non-susceptible isolates between the cohorts. CONCLUSIONS: The antibiogram of Bacteroides species in the UK is no longer predictable. Multi-drug resistant isolates although rare, are on the rise, and require testing to guide therapy. The monitoring and surveillance of resistance trends is imperative, as is the development of standardised, robust and accessible antimicrobial susceptibility testing methodology for clinical laboratories.


Bacteroides Infections/epidemiology , Bacteroides Infections/microbiology , Bacteroides/classification , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Bacterial Typing Techniques , Bacteroides/drug effects , Bacteroides/isolation & purification , Bacteroides Infections/drug therapy , Bacteroides Infections/history , Drug Resistance, Bacterial/drug effects , History, 21st Century , Humans , Longitudinal Studies , Microbial Sensitivity Tests , Public Health Surveillance , RNA, Ribosomal, 16S/genetics , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , United Kingdom/epidemiology
3.
Gut Microbes ; 13(1): 1-17, 2021.
Article En | MEDLINE | ID: mdl-34132157

Dysbiosis of gut microbiota has been retrospectively linked to autism spectrum disorders but the temporal association between gut microbiota and early neurodevelopment in healthy infants is largely unknown. We undertook this study to determine associations between gut microbiota at two critical periods during infancy and neurodevelopment in a general population birth cohort.Here, we analyzed data from 405 infants (199 females) from the CHILD (Canadian Healthy Infant Longitudinal Development) Cohort Study. Neurodevelopmental outcomes were objectively assessed using the Bayley Scale of Infant Development (BSID-III) at 1 and 2 years of age. Microbiota profiling with 16S rRNA gene sequencing was conducted on fecal samples obtained at a mean age of 4 and 12 months.Using clustering methods, we identified three groups of infants based on relative abundance of gut microbiota at 12 months: Proteobacteria-dominant cluster (22.4% higher abundance at 12 months), Firmicutes-dominant cluster (46.0% higher abundance at 12 months) and Bacteroidetes-dominant cluster (31.6% higher abundance at 12 months). Relative to the Proteobacteria-dominant cluster, the Bacteroidetes-dominant cluster was associated with higher scores for cognitive (4.8 points; FDRp = .02), language (4.2 points; FDRp≤0.001), and motor (3.1 points; FDRp = .03) development at age 2 in models adjusted for covariates. When stratified by sex, only male infants with a Bacteroidetes-dominant microbiota had more favorable cognitive (5.9 points, FDRp = .06) and language (7.9 points; FDRp≤0.001) development. Genus Bacteroides abundance in gut microbiota was positively correlated with cognitive and language scores at age 2. Fully adjusted linear mixed model analysis revealed a positive association between Bacteroidetes-dominant cluster and change in cognitive and language performance from 1 to 2 years, predominantly among males. No associations were evident between 4-month microbiota clusters and BSID-II scores. Noteworthy is that enhanced sphingolipid synthesis and metabolism, and antagonism or competition between Bacteroides and Streptococcus were characteristic of a Bacteroidetes-dominant gut microbiota.This study found strong evidence of positive associations between Bacteroidetes gut microbiota in late infancy and subsequent neurodevelopment, most prominently among males but not females.


Bacteroides/growth & development , Child Development , Gastrointestinal Microbiome , Nervous System/growth & development , Bacteria/classification , Bacteria/genetics , Bacteria/growth & development , Bacteria/isolation & purification , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Canada , Female , Follow-Up Studies , Humans , Infant , Male , RNA, Ribosomal, 16S/genetics , Retrospective Studies
4.
J Biosci ; 462021.
Article En | MEDLINE | ID: mdl-34148877

Diagnosis and treatment of various diseases in Ayurveda, the Indian system of medicine, relies on 'prakriti' phenotyping of individuals into predominantly three constitutions, kapha, pitta and vata. Recent studies propose that microbiome play an integral role in precision medicine. A study of the relationship between prakriti - the basis of personalized medicine in Ayurveda and that of gut microbiome, and possible biomarker of an individual's health, would vastly improve precision therapy. Towards this, we analyzed bacterial metagenomes from buccal (oral microbiome) and fecal (gut microbiome) samples of 272 healthy individuals of various predominant prakritis. Major bacterial genera from gut microbiome included Prevotella, Bacteroides and Dialister while oral microbiome included Streptococcus, Neisseria, Veilonella, Haemophilus, Porphyromonas and Prevotella. Though the core microbiome was shared across all individuals, we found prakriti specific signatures such as preferential presence of Paraprevotella and Christensenellaceae in vata individuals. A comparison of core gut microbiome of each prakriti with a database of 'healthy' microbes identified microbes unique to each prakriti with functional roles similar to the physiological characteristics of various prakritis as described in Ayurveda. Our findings provide evidence to Ayurvedic interventions based on prakriti phenotyping and possible microbial biomarkers that can stratify the heterogenous population and aid in precision therapy.


Medicine, Ayurvedic/methods , Metagenome , Precision Medicine/methods , Symbiosis/physiology , Adult , Bacterial Typing Techniques , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , DNA, Bacterial/genetics , Feces/microbiology , Female , Gastrointestinal Microbiome/genetics , Haemophilus/classification , Haemophilus/genetics , Haemophilus/isolation & purification , Healthy Volunteers , Humans , Male , Mouth/microbiology , Neisseria/classification , Neisseria/genetics , Neisseria/isolation & purification , Phylogeny , Porphyromonas/classification , Porphyromonas/genetics , Porphyromonas/isolation & purification , Prevotella/classification , Prevotella/genetics , Prevotella/isolation & purification , Streptococcus/classification , Streptococcus/genetics , Streptococcus/isolation & purification , Veillonella/classification , Veillonella/genetics , Veillonella/isolation & purification , Veillonellaceae/classification , Veillonellaceae/genetics , Veillonellaceae/isolation & purification
5.
Genome Biol ; 22(1): 187, 2021 06 23.
Article En | MEDLINE | ID: mdl-34162397

BACKGROUND: The human microbiome plays an important role in cancer. Accumulating evidence indicates that commensal microbiome-derived DNA may be represented in minute quantities in the cell-free DNA of human blood and could possibly be harnessed as a new cancer biomarker. However, there has been limited use of rigorous experimental controls to account for contamination, which invariably affects low-biomass microbiome studies. RESULTS: We apply a combination of 16S-rRNA-gene sequencing and droplet digital PCR to determine if the specific detection of cell-free microbial DNA (cfmDNA) is possible in metastatic melanoma patients. Compared to matched stool and saliva samples, the absolute concentration of cfmDNA is low but significantly above the levels detected from negative controls. The microbial community of plasma is strongly influenced by laboratory and reagent contaminants introduced during the DNA extraction and sequencing processes. Through the application of an in silico decontamination strategy including the filtering of amplicon sequence variants (ASVs) with batch dependent abundances and those with a higher prevalence in negative controls, we identify known gut commensal bacteria, such as Faecalibacterium, Bacteroides and Ruminococcus, and also other uncharacterised ASVs. We analyse additional plasma samples, highlighting the potential of this framework to identify differences in cfmDNA between healthy and cancer patients. CONCLUSIONS: Together, these observations indicate that plasma can harbour a low yet detectable level of cfmDNA. The results highlight the importance of accounting for contamination and provide an analytical decontamination framework to allow the accurate detection of cfmDNA for future biomarker studies in cancer and other diseases.


Cell-Free Nucleic Acids/genetics , DNA, Bacterial/genetics , Melanoma/microbiology , Microbiota/genetics , Skin Neoplasms/microbiology , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Cell-Free Nucleic Acids/blood , DNA Contamination , DNA, Bacterial/blood , Faecalibacterium/classification , Faecalibacterium/genetics , Faecalibacterium/isolation & purification , Feces/microbiology , Humans , Melanoma/diagnosis , Melanoma/pathology , Neoplasm Metastasis , Neoplasm Staging , Polymerase Chain Reaction/methods , RNA, Ribosomal, 16S/genetics , Ruminococcus/classification , Ruminococcus/genetics , Ruminococcus/isolation & purification , Saliva/microbiology , Skin Neoplasms/diagnosis , Skin Neoplasms/pathology , Symbiosis/physiology
6.
Nat Commun ; 12(1): 3294, 2021 06 02.
Article En | MEDLINE | ID: mdl-34078892

Experimental manipulation of gut microbes in animal models alters fear behavior and relevant neurocircuitry. In humans, the first year of life is a key period for brain development, the emergence of fearfulness, and the establishment of the gut microbiome. Variation in the infant gut microbiome has previously been linked to cognitive development, but its relationship with fear behavior and neurocircuitry is unknown. In this pilot study of 34 infants, we find that 1-year gut microbiome composition (Weighted Unifrac; lower abundance of Bacteroides, increased abundance of Veillonella, Dialister, and Clostridiales) is significantly associated with increased fear behavior during a non-social fear paradigm. Infants with increased richness and reduced evenness of the 1-month microbiome also display increased non-social fear. This study indicates associations of the human infant gut microbiome with fear behavior and possible relationships with fear-related brain structures on the basis of a small cohort. As such, it represents an important step in understanding the role of the gut microbiome in the development of human fear behaviors, but requires further validation with a larger number of participants.


Bacteroides/genetics , Clostridiales/genetics , Fear/psychology , Gastrointestinal Microbiome/genetics , Veillonella/genetics , Veillonellaceae/genetics , Adult , Bacteroides/classification , Bacteroides/isolation & purification , Brain/physiology , Breast Feeding , Clostridiales/classification , Clostridiales/isolation & purification , Feces/microbiology , Female , Humans , Infant , Infant Formula , Longitudinal Studies , Male , Pilot Projects , RNA, Ribosomal, 16S/genetics , Veillonella/classification , Veillonella/isolation & purification , Veillonellaceae/classification , Veillonellaceae/isolation & purification
7.
Med Microbiol Immunol ; 210(2-3): 157-163, 2021 Jun.
Article En | MEDLINE | ID: mdl-33934237

The aim of the study was to evaluate the pathogenic potential of Bacteroides pyogenes, rarely identified in clinical laboratories anaerobic bacteria. To increase the knowledge about this poorly understood anaerobic microorganism, the study also includes cases of infections described so far in the literature. Only the use of 16S rRNA sequencing and mass spectrometry technique allowed the identification of B. pyogenes from clinical specimens. We reported 13 severe human infections caused by B. pyogenes. Bacteria were cultured from the wound after biting by animals, chronic infections within the oral cavity, from patients with histologically or radiological proven osteomyelitis, surgical site infection, and from urine sample collected after a urological procedure. Most (9/13) of the patients required hospitalization. Almost 70% of them needed urgent admission via the emergency room. Two inpatients due to a life-threatening condition were admitted to the intensive care unit. Almost 50% of isolates were resistant to penicillin. All resistant to penicillin strains were isolated from skin and mucous membrane infections.


Bacteroides Infections/microbiology , Bacteroides/classification , Bacteroides/pathogenicity , Adult , Aged , Aged, 80 and over , Anti-Bacterial Agents/pharmacology , Bacteroides/drug effects , Bacteroides/genetics , Bacteroides Infections/diagnosis , Bacteroides Infections/drug therapy , Drug Resistance, Bacterial , Female , Humans , Male , Microbial Sensitivity Tests , Middle Aged , RNA, Ribosomal, 16S , Retrospective Studies , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Virulence
8.
PLoS Genet ; 17(4): e1009541, 2021 04.
Article En | MEDLINE | ID: mdl-33901198

The human gut microbiota is a dense microbial ecosystem with extensive opportunities for bacterial contact-dependent processes such as conjugation and Type VI secretion system (T6SS)-dependent antagonism. In the gut Bacteroidales, two distinct genetic architectures of T6SS loci, GA1 and GA2, are contained on Integrative and Conjugative Elements (ICE). Despite intense interest in the T6SSs of the gut Bacteroidales, there is only a superficial understanding of their evolutionary patterns, and of their dissemination among Bacteroidales species in human gut communities. Here, we combine extensive genomic and metagenomic analyses to better understand their ecological and evolutionary dynamics. We identify new genetic subtypes, document extensive intrapersonal transfer of these ICE to Bacteroidales species within human gut microbiomes, and most importantly, reveal frequent population fixation of these newly armed strains in multiple species within a person. We further show the distribution of each of the distinct T6SSs in human populations and show there is geographical clustering. We reveal that the GA1 T6SS ICE integrates at a minimal recombination site leading to their integration throughout genomes and their frequent interruption of genes, whereas the GA2 T6SS ICE integrate at one of three different tRNA genes. The exclusion of concurrent GA1 and GA2 T6SSs in individual strains is associated with intact T6SS loci and with an ICE-encoded gene. By performing a comprehensive analysis of mobile genetic elements (MGE) in co-resident Bacteroidales species in numerous human gut communities, we identify 74 MGE that transferred to multiple Bacteroidales species within individual gut microbiomes. We further show that only three other MGE demonstrate multi-species spread in human gut microbiomes to the degree demonstrated by the GA1 and GA2 ICE. These data underscore the ubiquity and dissemination of mobile T6SS loci within Bacteroidales communities and across human populations.


Bacteroides/genetics , Genome, Bacterial/genetics , Interspersed Repetitive Sequences/genetics , Type VI Secretion Systems/genetics , Bacteroides/classification , Cluster Analysis , Ecosystem , Gastrointestinal Microbiome/genetics , Genomics , Geography , Humans , Microbiota/genetics , Type VI Secretion Systems/classification
9.
Article En | MEDLINE | ID: mdl-33881983

Four unknown strains, characterized as Gram-stain-negative, strictly anaerobic, non-motile and rod-shaped, were isolated from fresh faeces of healthy humans in PR China. Pairwise sequence comparisons of the 16S rRNA genes showed that these isolates were separated into two clusters. Cluster I (strains HF-5141T and HF-106) was most closely related to Bacteroides xylanisolvens XB1AT (98.0-98.3 % similarity) and Bacteroides ovatus ATCC 8483T (97.3-97.5 %), whereas cluster II (strains HF-5287T and HF-5300) exhibited a similarity range of 96.8-97.0 % to Bacteroides finegoldii JCM 13345T, 96.7-96.9 % to Bacteroides faecis MAJ27T and 96.4-96.5 % to Bacteroides xylanisolvens XB1AT. The DNA G+C contents of type strains HF-5141T and HF-5287T were 41.5 and 42.6 mol%, respectively. These strains had anteiso-C15 : 0 as the major cellular fatty acid, MK-9 and MK-11 as the predominant respiratory quinones, and phosphatidylethanolamine, aminophospholipids and phospholipids as major polar lipids, which is typical for members of the genus Bacteroides. However, the average nucleotide identity and digital DNA-DNA hybridization values, accompanied by different phenotypic and biochemical characteristics, distinguished them from their corresponding closest relatives as well as from other recognized members of the genus Bacteroides. Therefore, strains HF-5141T and HF-5287T represent two novel species in the genus Bacteroides, for which the names Bacteroides luhongzhouii sp. nov. and Bacteroides zhangwenhongii sp. nov. are proposed, with HF-5141T (=CGMCC 1.16787T=GDMCC 1.1591T=JCM 33480T) and HF-5287T (=CGMCC 1.16724T=GDMCC 1.1590T=JCM 33481T) as type strains.


Bacteroides/classification , Feces/microbiology , Phylogeny , Bacterial Typing Techniques , Bacteroides/isolation & purification , Base Composition , China , DNA, Bacterial/genetics , Fatty Acids/chemistry , Humans , Nucleic Acid Hybridization , Phospholipids/chemistry , RNA, Ribosomal, 16S/genetics , Sequence Analysis, DNA , Vitamin K 2/chemistry
10.
Lett Appl Microbiol ; 72(2): 167-177, 2021 Feb.
Article En | MEDLINE | ID: mdl-33025621

One of the main impacts of urban sprawl in rapidly growing countries has been contamination of coastal environments by waterborne pathogens, posing a critical risk to ecosystem and human health. Microbial source tracking (MST) has been a robust tool to identify the origin of these pathogens globally. This study compared the occurrence of a human-associated Bacteroides marker (BT-α) with faecal indicator bacteria (FIB) in an urban estuary (Golden Horn, Istanbul, Turkey). Faecal coliform (culture method), enterococci (both culture and qPCR method) concentrations and physicochemical variables were compared with the BT-α concentrations in monthly collected samples for a year (n = 108). Enterococci concentrations detected by culture and qPCR were positively correlated (r = 0·86, P < 0·01) suggesting that qPCR can be an alternative method for monitoring. BT-α marker was positive for 30% of the samples and positively correlated with enterococci (r = 0·61 and r = 0·64 for culture and qPCR methods respectively, P < 0·01). Rainfall had a moderate positive correlation with all faecal/MST indicators suggesting combined sewer overflows also severely impacted estuarine water quality. The high FIB and BT-α concentrations at upper estuary suggested that faecal pollution mainly originated from the peri-urban settlements around two creeks entering the estuary.


Bacteroides/isolation & purification , Enterococcus/isolation & purification , Environmental Monitoring/methods , Estuaries , Feces/microbiology , Water Pollution/analysis , Bacteroides/classification , Ecosystem , Enterococcus/classification , Humans , Turkey , Urbanization , Water Microbiology , Water Quality
11.
Acta Biochim Pol ; 67(4): 571-578, 2020 Dec 16.
Article En | MEDLINE | ID: mdl-33326198

Overweight and obese individuals may have leaky intestinal barrier and microbiome dysbiosis. The aim of this study was to determine whether body mass reduction with diet and synbiotics in an adult person with excess body mass has an influence on the gut microbiota and zonulin concentration. The study was a single blinded trial. 60 persons with excess body mass were examined. Based on randomization, patients were qualified either to the intervention group (Synbiotic group) or to the control group (Placebo group). Anthropometric measurements, microbiological assessment of faecal samples and zonulin concentration in the stool were performed before and after observation. After 3-months, an increase in the variety of intestinal bacteria (increase in the Shannon-Weaver index and the Simpson index) and a decrease in concentration of zonulin in faecal samples were observed in the Synbiotic group. Also, statistically significant correlation between zonulin and Bifidobacterium spp. (Spearman test, R=-0.51; p=0.0040) was noticed. There were no significant relationships between the body mass, BMI and changes in the intestinal microbiota or zonulin concentrations. The use of diet and synbiotics improved the condition of the microbiota and intestinal barrier in patients in the Synbiotic group.


Gastrointestinal Microbiome/physiology , Obesity/diet therapy , Synbiotics/administration & dosage , Adult , Bacteroides/classification , Bacteroides/isolation & purification , Bacteroides/physiology , Bifidobacterium/classification , Bifidobacterium/isolation & purification , Bifidobacterium/physiology , Body Mass Index , Clostridium/classification , Clostridium/isolation & purification , Clostridium/physiology , Diet/methods , Enterococcus/classification , Enterococcus/isolation & purification , Enterococcus/physiology , Escherichia coli/classification , Escherichia coli/isolation & purification , Escherichia coli/physiology , Feces/microbiology , Female , Haptoglobins/metabolism , Humans , Intestines/microbiology , Lactobacillus/classification , Lactobacillus/isolation & purification , Lactobacillus/physiology , Male , Middle Aged , Obesity/microbiology , Permeability , Prospective Studies , Protein Precursors/metabolism , Proteus/classification , Proteus/isolation & purification , Proteus/physiology , Pseudomonas/classification , Pseudomonas/isolation & purification , Pseudomonas/physiology
12.
Gut Microbes ; 12(1): 1847627, 2020 11 09.
Article En | MEDLINE | ID: mdl-33319645

Recent studies indicate that microbial enterotypes may influence the beneficial effects of wholegrain enriched diets including bodyweight regulation. In a 4-week intervention trial, overweight subjects were randomized to consume either arabinoxylan-oligosaccharides (AXOS) (10.4 g/d) from wheat bran or polyunsaturated fatty acids (PUFA) (3.6 g/d). In the present study, we have stratified the subjects participating in the intervention (n = 29) according to the baseline Prevotella-to-Bacteroides (P/B) ratios through a post-hoc analysis and applied a linear mixed model analysis to identify the influence of this P/B ratio on the differences in weight changes in the intervention arms. Following AXOS consumption (n = 15), the high P/B group showed no bodyweight changes [-0.14 kg (95% CI: -0.67; 0.38, p = .59)], while the low P/B group gained 0.65 kg (95% CI: 0.16; 1.14, p = .009). Consequently, a difference of -0.79 kg was found between P/B groups (95% CI: -1.51; -0.08, p = .030). No differences were found between P/B groups following PUFA consumption (0.61 kg, 95% CI: -0.13; 1.35, p = .10). Among the Bacteroides species, B. cellulosilyticus relative abundance exhibited the highest positive rank correlation (Kendall's tau = 0.51, FDR p = .070) with 4-week weight change on AXOS, and such association was further supported by using supervised classification methods (Random Forest). We outlined several carbohydrate-active enzyme (CAZy) genes involved in xylan-binding and degradation to be enriched in B. cellulosilyticus genomes, as well as multiple accessory genes, suggesting a supreme AXOS-derived glycan scavenging role of such species. This post-hoc analysis, ensuring species and strain demarcation at the human gut microbiota, permitted to uncover the predictive role of Bacteroides species over P/B enterotype in weight gain during a fiber-based intervention. The results of this pilot trial pave the way for future assessments on fiber fermentation outputs from Bacteroides species affecting lipid metabolism in the host and with direct impact on adiposity, thus helping to design personalized interventions.


Bacteroides/growth & development , Gastrointestinal Microbiome , Oligosaccharides/metabolism , Overweight/diet therapy , Overweight/microbiology , Xylans/metabolism , Adolescent , Adult , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Biomarkers/metabolism , Body Weight , Feces/microbiology , Female , Humans , Male , Middle Aged , Overweight/physiopathology , Young Adult
13.
Int J Mol Sci ; 21(22)2020 Nov 19.
Article En | MEDLINE | ID: mdl-33227982

Several studies in recent times have linked gut microbiome (GM) diversity to the pathogenesis of cancer and its role in disease progression through immune response, inflammation and metabolism modulation. This study focused on the use of network analysis and weighted gene co-expression network analysis (WGCNA) to identify the biological interaction between the gut ecosystem and its metabolites that could impact the immunotherapy response in non-small cell lung cancer (NSCLC) patients undergoing second-line treatment with anti-PD1. Metabolomic data were merged with operational taxonomic units (OTUs) from 16S RNA-targeted metagenomics and classified by chemometric models. The traits considered for the analyses were: (i) condition: disease or control (CTRLs), and (ii) treatment: responder (R) or non-responder (NR). Network analysis indicated that indole and its derivatives, aldehydes and alcohols could play a signaling role in GM functionality. WGCNA generated, instead, strong correlations between short-chain fatty acids (SCFAs) and a healthy GM. Furthermore, commensal bacteria such as Akkermansia muciniphila, Rikenellaceae, Bacteroides, Peptostreptococcaceae, Mogibacteriaceae and Clostridiaceae were found to be more abundant in CTRLs than in NSCLC patients. Our preliminary study demonstrates that the discovery of microbiota-linked biomarkers could provide an indication on the road towards personalized management of NSCLC patients.


Carcinoma, Non-Small-Cell Lung/genetics , Gastrointestinal Microbiome/immunology , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Lung Neoplasms/genetics , Metabolome/immunology , Akkermansia/classification , Akkermansia/genetics , Akkermansia/isolation & purification , Alcohols/metabolism , Aldehydes/metabolism , Antineoplastic Agents, Immunological/therapeutic use , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/microbiology , Clostridiaceae/classification , Clostridiaceae/genetics , Clostridiaceae/isolation & purification , Databases, Genetic , Disease Progression , Drug Monitoring/methods , Fatty Acids, Volatile/metabolism , Gastrointestinal Microbiome/genetics , Humans , Immunotherapy/methods , Indoles/metabolism , Lung Neoplasms/drug therapy , Lung Neoplasms/immunology , Lung Neoplasms/microbiology , Metabolome/genetics , Metagenomics/methods , Peptostreptococcus/classification , Peptostreptococcus/genetics , Peptostreptococcus/isolation & purification , Precision Medicine/methods , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/immunology , RNA, Ribosomal, 16S/genetics , Signal Transduction
14.
Int J Mol Sci ; 21(22)2020 Nov 19.
Article En | MEDLINE | ID: mdl-33228011

The aims of this study were to explore intestinal microbial composition and functionality in primary Sjögren's syndrome (pSS) and to relate these findings to inflammation, permeability and the transcription factor Forkhead box protein P3 (FOXP3) gene expression in peripheral blood. The study included 19 pSS patients and 19 healthy controls matched for age, sex, and body mass index. Fecal bacterial DNA was extracted and analyzed by 16S rRNA sequencing using an Ion S5 platform followed by a bioinformatics analysis using Quantitative Insights into Microbial Ecology (QIIME II) and Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt). Our data suggest that the gut microbiota of pSS patients differs at both the taxonomic and functional levels with respect to healthy controls. The gut microbiota profile of our pSS patients was characterized by a lower diversity and richness and with Bacteroidetes dominating at the phylum level. The pSS patients had less beneficial or commensal butyrate-producing bacteria and a higher proportion of opportunistic pathogens with proinflammatory activity, which may impair intestinal barrier function and therefore contribute to inflammatory processes associated with pSS by increasing the production of proinflammatory cytokines and decreasing the release of the anti-inflammatory cytokine IL-10 and the peripheral FOXP3 mRNA expression, implicated in the development and function of regulatory T cells (Treg) cells. Further studies are needed to better understand the real impact of dysbiosis on the course of pSS and to conceive preventive or therapeutic strategies to counteract microbiome-driven inflammation.


Dysbiosis/microbiology , Forkhead Transcription Factors/immunology , Gastrointestinal Microbiome/immunology , Intestines/microbiology , Sjogren's Syndrome/microbiology , Actinobacteria/classification , Actinobacteria/genetics , Actinobacteria/isolation & purification , Adolescent , Adult , Aged , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Body Mass Index , Case-Control Studies , Dysbiosis/genetics , Dysbiosis/immunology , Dysbiosis/pathology , Feces/microbiology , Female , Firmicutes/classification , Firmicutes/genetics , Firmicutes/isolation & purification , Forkhead Transcription Factors/genetics , Genetic Variation , Humans , Inflammation , Interleukin-10/genetics , Interleukin-10/immunology , Intestines/immunology , Middle Aged , Permeability , Proteobacteria/classification , Proteobacteria/genetics , Proteobacteria/isolation & purification , RNA, Ribosomal, 16S/genetics , Sjogren's Syndrome/genetics , Sjogren's Syndrome/immunology , Sjogren's Syndrome/pathology , T-Lymphocytes, Regulatory/microbiology
15.
Sci Rep ; 10(1): 17351, 2020 10 15.
Article En | MEDLINE | ID: mdl-33060635

Yeast mannan (YM) is an indigestible water-soluble polysaccharide of the yeast cell wall, with a notable prebiotic effect on the intestinal microbiota. We previously reported that YM increased Bacteroides thetaiotaomicron abundance in in vitro rat faeces fermentation, concluding that its effects on human colonic microbiota should be investigated. In this study, we show the effects of YM on human colonic microbiota and its metabolites using an in vitro human faeces fermentation system. Bacterial 16S rRNA gene sequence analysis showed that YM administration did not change the microbial diversity or composition. Quantitative real-time PCR analysis revealed that YM administration significantly increased the relative abundance of Bacteroides ovatus and B. thetaiotaomicron. Moreover, a positive correlation was observed between the relative ratio (with or without YM administration) of B. thetaiotaomicron and B. ovatus (r = 0.92), suggesting that these bacteria utilise YM in a coordinated manner. In addition, YM administration increased the production of acetate, propionate, and total short-chain fatty acids. These results demonstrate the potential of YM as a novel prebiotic that selectively increases B. thetaiotaomicron and B. ovatus and improves the intestinal environment. The findings also provide insights that might be useful for the development of novel functional foods.


Bacteroides/growth & development , Colon/microbiology , Gastrointestinal Microbiome , Mannans/pharmacology , Prebiotics , Yeasts/metabolism , Bacteroides/classification , Functional Food , Humans , Species Specificity
16.
Sci Rep ; 10(1): 14977, 2020 09 11.
Article En | MEDLINE | ID: mdl-32917913

Gut mucosal microbes evolved closest to the host, developing specialized local communities. There is, however, insufficient knowledge of these communities as most studies have employed sequencing technologies to investigate faecal microbiota only. This work used shotgun metagenomics of mucosal biopsies to explore the microbial communities' compositions of terminal ileum and large intestine in 5 healthy individuals. Functional annotations and genome-scale metabolic modelling of selected species were then employed to identify local functional enrichments. While faecal metagenomics provided a good approximation of the average gut mucosal microbiome composition, mucosal biopsies allowed detecting the subtle variations of local microbial communities. Given their significant enrichment in the mucosal microbiota, we highlight the roles of Bacteroides species and describe the antimicrobial resistance biogeography along the intestine. We also detail which species, at which locations, are involved with the tryptophan/indole pathway, whose malfunctioning has been linked to pathologies including inflammatory bowel disease. Our study thus provides invaluable resources for investigating mechanisms connecting gut microbiota and host pathophysiology.


Bacteroides , Feces/microbiology , Gastrointestinal Microbiome , Ileum/microbiology , Intestinal Mucosa/microbiology , Intestine, Large/microbiology , Bacteroides/classification , Bacteroides/genetics , Bacteroides/metabolism , Female , Humans , Male
17.
BMC Microbiol ; 20(1): 293, 2020 09 29.
Article En | MEDLINE | ID: mdl-32993514

BACKGROUND: Dental implants have become well-established in oral rehabilitation for fully or partially edentulous patients. However, peri-implantitis often leads to the failure of dental implants. The aim of this study was to understand the core microbiome associated with peri-implantitis and evaluate potential peri-implantitis pathogens based on canine peri-implantitis model. RESULTS: In this study, three beagle dogs were used to build peri-implantitis models with ligature-induced strategy. The peri-implant sulcular fluids were collected at four different phases based on disease severity during the peri-implantitis development. Microbial compositions during peri-implantitis development were monitored and evaluated. The microbes were presented with operational taxonomic unit (OTU) classified at 97% identity of the high-throughput 16S rRNA gene fragments. Microbial diversity and richness varied during peri-implantitis. At the phylum-level, Firmicutes decreased and Bacteroides increased during peri-implantitis development. At the genus-level, Peptostreptococcus decreased and Porphyromonas increased, suggesting peri-implantitis pathogens might be assigned to these two genera. Further species-level and co-occurrence network analyses identified several potential keystone species during peri-implantitis development, and some OTUs were potential peri-implantitis pathogens. CONCLUSION: In summary, canine peri-implantitis models help to identify several potential keystone peri-implantitis associated species. The canine model can give insight into human peri-implantitis associated microbiota.


Bone-Implant Interface/microbiology , Dental Implants/microbiology , Microbiota/genetics , Peri-Implantitis/microbiology , Animals , Bacterial Typing Techniques , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Bone-Implant Interface/pathology , Disease Models, Animal , Dogs , Firmicutes/classification , Firmicutes/genetics , Firmicutes/isolation & purification , Genetic Variation , Humans , Ligation/adverse effects , Male , Peptostreptococcus/classification , Peptostreptococcus/genetics , Peptostreptococcus/isolation & purification , Peri-Implantitis/etiology , Peri-Implantitis/pathology , Phylogeny , Porphyromonas/classification , Porphyromonas/genetics , Porphyromonas/isolation & purification , RNA, Ribosomal, 16S/genetics , Spirochaeta/classification , Spirochaeta/genetics , Spirochaeta/isolation & purification
18.
Proc Natl Acad Sci U S A ; 117(39): 24484-24493, 2020 09 29.
Article En | MEDLINE | ID: mdl-32938803

Mechanistic studies of anaerobic gut bacteria have been hindered by the lack of a fluorescent protein system to track and visualize proteins and dynamic cellular processes in actively growing bacteria. Although underappreciated, many gut "anaerobes" are able to respire using oxygen as the terminal electron acceptor. The oxygen continually released from gut epithelial cells creates an oxygen gradient from the mucus layer to the anaerobic lumen [L. Albenberg et al., Gastroenterology 147, 1055-1063.e8 (2014)], with oxygen available to bacteria growing at the mucus layer. Here, we show that Bacteroides species are metabolically and energetically robust and do not mount stress responses in the presence of 0.10 to 0.14% oxygen, defined as nanaerobic conditions [A. D. Baughn, M. H. Malamy, Nature 427, 441-444 (2004)]. Taking advantage of this metabolic capability, we show that nanaerobic growth provides sufficient oxygen for the maturation of oxygen-requiring fluorescent proteins in Bacteroides species. Type strains of four different Bacteroides species show bright GFP fluorescence when grown nanaerobically versus anaerobically. We compared four different red fluorescent proteins and found that mKate2 yields the highest red fluorescence intensity in our assay. We show that GFP-tagged proteins can be localized in nanaerobically growing bacteria. In addition, we used time-lapse fluorescence microscopy to image dynamic type VI secretion system processes in metabolically active Bacteroides fragilis The ability to visualize fluorescently labeled Bacteroides and fluorescently linked proteins in actively growing nanaerobic gut symbionts ushers in an age of imaging analyses not previously possible in these bacteria.


Bacteroides/metabolism , Gastrointestinal Microbiome , Aerobiosis , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bacteroides/classification , Bacteroides/genetics , Bacteroides/growth & development , Humans , Oxygen/metabolism , Type VI Secretion Systems/genetics , Type VI Secretion Systems/metabolism
19.
BMC Bioinformatics ; 21(1): 301, 2020 Jul 13.
Article En | MEDLINE | ID: mdl-32660471

BACKGROUND: Understanding the relation between the human microbiome and modulating factors, such as diet, may help researchers design intervention strategies that promote and maintain healthy microbial communities. Numerous analytical tools are available to help identify these relations, oftentimes via automated variable selection methods. However, available tools frequently ignore evolutionary relations among microbial taxa, potential relations between modulating factors, as well as model selection uncertainty. RESULTS: We present MicroBVS, an R package for Dirichlet-tree multinomial models with Bayesian variable selection, for the identification of covariates associated with microbial taxa abundance data. The underlying Bayesian model accommodates phylogenetic structure in the abundance data and various parameterizations of covariates' prior probabilities of inclusion. CONCLUSION: While developed to study the human microbiome, our software can be employed in various research applications, where the aim is to generate insights into the relations between a set of covariates and compositional data with or without a known tree-like structure.


Bayes Theorem , Software , Algorithms , Bacteroides/classification , Diet , Humans , Microbiota , Phylogeny , Prevotella/classification
20.
Nature ; 582(7813): 592-596, 2020 06.
Article En | MEDLINE | ID: mdl-32555458

Proteins carry out the vast majority of functions in all biological domains, but for technological reasons their large-scale investigation has lagged behind the study of genomes. Since the first essentially complete eukaryotic proteome was reported1, advances in mass-spectrometry-based proteomics2 have enabled increasingly comprehensive identification and quantification of the human proteome3-6. However, there have been few comparisons across species7,8, in stark contrast with genomics initiatives9. Here we use an advanced proteomics workflow-in which the peptide separation step is performed by a microstructured and extremely reproducible chromatographic system-for the in-depth study of 100 taxonomically diverse organisms. With two million peptide and 340,000 stringent protein identifications obtained in a standardized manner, we double the number of proteins with solid experimental evidence known to the scientific community. The data also provide a large-scale case study for sequence-based machine learning, as we demonstrate by experimentally confirming the predicted properties of peptides from Bacteroides uniformis. Our results offer a comparative view of the functional organization of organisms across the entire evolutionary range. A remarkably high fraction of the total proteome mass in all kingdoms is dedicated to protein homeostasis and folding, highlighting the biological challenge of maintaining protein structure in all branches of life. Likewise, a universally high fraction is involved in supplying energy resources, although these pathways range from photosynthesis through iron sulfur metabolism to carbohydrate metabolism. Generally, however, proteins and proteomes are remarkably diverse between organisms, and they can readily be explored and functionally compared at www.proteomesoflife.org.


Classification , Deep Learning , Peptides/chemistry , Peptides/isolation & purification , Proteome/chemistry , Proteome/isolation & purification , Proteomics/methods , Animals , Bacteroides/chemistry , Bacteroides/classification , Carbohydrate Metabolism , Chromatography , Glycolysis , Homeostasis , Ion Transport , Iron-Sulfur Proteins/metabolism , Oxidation-Reduction , Photosynthesis , Protein Biosynthesis , Protein Folding , Proteolysis , Species Specificity
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