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Boiten KE, Notermans DW, Rentenaar RJ, van Prehn J, Bode LGM, Maat I, van der Zwet W, Jansz A, Siebers TJH, Rossen JWA, de Greeff SC, Hendrickx APA, Kuijper EJ, Veloo ACM. Antimicrobial susceptibility profile of clinically relevant Bacteroides, Phocaeicola, Parabacteroides and Prevotella species, isolated by eight laboratories in the Netherlands. J Antimicrob Chemother 2024; 79:868-874. [PMID: 38394460 PMCID: PMC10984934 DOI: 10.1093/jac/dkae043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
OBJECTIVES Recently, reports on antimicrobial-resistant Bacteroides and Prevotella isolates have increased in the Netherlands. This urged the need for a surveillance study on the antimicrobial susceptibility profile of Bacteroides, Phocaeicola, Parabacteroides and Prevotella isolates consecutively isolated from human clinical specimens at eight different Dutch laboratories. METHODS Each laboratory collected 20-25 Bacteroides (including Phocaeicola and Parabacteroides) and 10-15 Prevotella isolates for 3 months. At the national reference laboratory, the MICs of amoxicillin, amoxicillin/clavulanic acid, piperacillin/tazobactam, meropenem, imipenem, metronidazole, clindamycin, tetracycline and moxifloxacin were determined using agar dilution. Isolates with a high MIC of metronidazole or a carbapenem, or harbouring cfiA, were subjected to WGS. RESULTS Bacteroides thetaiotaomicron/faecis isolates had the highest MIC90 values, whereas Bacteroides fragilis had the lowest MIC90 values for amoxicillin/clavulanic acid, piperacillin/tazobactam, meropenem, imipenem and moxifloxacin. The antimicrobial profiles of the different Prevotella species were similar, except for amoxicillin, for which the MIC50 ranged from 0.125 to 16 mg/L for Prevotella bivia and Prevotella buccae, respectively. Three isolates with high metronidazole MICs were sequenced, of which one Bacteroides thetaiotaomicron isolate harboured a plasmid-located nimE gene and a Prevotella melaninogenica isolate harboured a nimA gene chromosomally.Five Bacteroides isolates harboured a cfiA gene and three had an IS element upstream, resulting in high MICs of carbapenems. The other two isolates harboured no IS element upstream of the cfiA gene and had low MICs of carbapenems. CONCLUSIONS Variations in resistance between species were observed. To combat emerging resistance in anaerobes, monitoring resistance and conducting surveillance are essential.
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Affiliation(s)
- K E Boiten
- University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, University of Groningen, Groningen, The Netherlands
| | - D W Notermans
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Medical Microbiology, Academic Medical Center, Amsterdam, The Netherlands
| | - R J Rentenaar
- Department of Medical Microbiology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - J van Prehn
- Department of Medical Microbiology, Leiden University Center for Infectious Diseases, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - L G M Bode
- Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Center (Erasmus MC), Rotterdam, The Netherlands
| | - I Maat
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - W van der Zwet
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - A Jansz
- PAMM Laboratory of Medical Microbiology, Veldhoven, The Netherlands
| | - T J H Siebers
- University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, University of Groningen, Groningen, The Netherlands
- Department of Medical Microbiology, Certe, Groningen, The Netherlands
| | - J W A Rossen
- University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, University of Groningen, Groningen, The Netherlands
- Laboratory of Medical Microbiology and Infectious Diseases, and Isala Academy, Isala Hospital, Zwolle, The Netherlands
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, USA
| | - S C de Greeff
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - A P A Hendrickx
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - E J Kuijper
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Medical Microbiology, Leiden University Center for Infectious Diseases, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - A C M Veloo
- University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, University of Groningen, Groningen, The Netherlands
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Xiao X, Le HH, Lee MT, Lamm D, Johnson EL, Brito IL. Prevotella copri variants among a single host diverge in sphingolipid production. mBio 2024; 15:e0240923. [PMID: 38236049 PMCID: PMC10865984 DOI: 10.1128/mbio.02409-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/15/2023] [Indexed: 01/19/2024] Open
Abstract
Sphingolipids serve as vital structural and signaling components of the cell membranes in both eukaryotes and prokaryotes. Within the gut microbiome, Bacteroides species have been identified as major producers of sphingolipids, and Bacteroides-produced sphingolipids have been shown to be modulators of host immune and metabolic functions. While Bacteroides species are a prominent feature of the gut microbiomes of populations living in industrialized countries, Prevotella copri, a member of the same phyla, albeit a different family, is the dominant feature across the remainder of the global population, although their sphingolipid-producing capabilities have not been as thoroughly investigated. To fill this gap, we examined the genomes of over 60 diverse isolates of P. copri and identified several key enzymes involved in sphingolipid synthesis in P. copri. Combining bioorthogonal labeling and liquid chromatography-mass spectrometry (LC-MS) based lipidomics, we functionally characterized the first step in P. copri de novo sphingolipid synthesis in addition to profiling the sphingolipidomes of P. copri strains, identifying key enzymes that may play roles in producing a diverse set of P. copri sphingolipids. Given the limited genetic engineering tools amenable for use in P. copri, our approach takes advantage of comparative genomics and phenotypic profiling to explore sphingolipid production in these understudied, yet highly prevalent, organisms.IMPORTANCESphingolipids are important signaling molecules for maintaining metabolic and immune homeostasis in the host. These lipids are also produced by gut commensals, most notably by Bacteroides species. Despite the global prevalence of Prevotella copri in gut microbiomes of individuals, little is known about the types of sphingolipids they produce and whether they are similar in composition and structure to those produced by Bacteroides. Given the varied associations of P. copri with diverse sphingolipid-related health outcomes, such as rheumatoid arthritis and glucose intolerance, it is important to first characterize the specific sphingolipids produced by individual strains of P. copri and to identify the genes involved in their pathways of production. This characterization of P. copri-derived sphingolipids provides further insight into how bacterial sphingolipid production can serve as a mechanism for microbial modulation of host phenotypes.
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Affiliation(s)
- Xieyue Xiao
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
| | - Henry H. Le
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
| | - Min-Ting Lee
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
| | - Daniel Lamm
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
| | - Elizabeth L. Johnson
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Ilana L. Brito
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
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Yuan H, Wu X, Wang X, Zhou JY, Park S. Microbial Dysbiosis Linked to Metabolic Dysfunction-Associated Fatty Liver Disease in Asians: Prevotella copri Promotes Lipopolysaccharide Biosynthesis and Network Instability in the Prevotella Enterotype. Int J Mol Sci 2024; 25:2183. [PMID: 38396863 PMCID: PMC10889285 DOI: 10.3390/ijms25042183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 02/05/2024] [Accepted: 02/09/2024] [Indexed: 02/25/2024] Open
Abstract
Metabolic dysfunction-associated fatty liver disease (MAFLD), formerly known as non-alcoholic fatty liver disease (NAFLD), is characterized by hepatic fat accumulation by metabolic dysfunction. The rising prevalence of MAFLD, especially among Asians, may be associated with changes in gut microbiota. We investigated gut microbiota characteristics and potential mechanisms leading to MAFLD development according to enterotypes. Case-control studies examining the gut microbiota composition between MAFLD and non-MAFLD participants were searched in public databases until July 2023. Gut microbiota was categorized into two enterotypes by principal component analysis. According to the enterotypes, LEfSe, ALDEx2, XGBoost, and DCiPatho were utilized to identify differential abundances and pathogenic microbes in the gut between the MAFLD and non-MAFLD groups. We analyzed microbial community networks with the SprCC module and predicted microbial functions. In the Prevotella enterotype (ET-P), 98.6% of Asians and 65.1% of Caucasians were associated with MAFLD (p = 0.049). MAFLD incidence was correlated with enterotype, age, obesity, and ethnicity (p < 0.05). Asian MAFLD patients exhibited decreased Firmicutes and Akkermansia muciniphila and increased Bacteroidetes and P. copri. The pathogenicity scores were 0.006 for A. muciniphila and 0.868 for P. copri. The Asian MAFLD group showed decreased stability and complexity in the gut microbiota network. Metagenome function analysis revealed higher fructose metabolism and lipopolysaccharide (LPS) biosynthesis and lower animal proteins and α-linolenic acid metabolism in Asians with MAFLD compared with the non-MAFLD group. LPS biosynthesis was positively correlated with P. copri (p < 0.05). In conclusion, P. copri emerged as a potential microbial biomarker for MAFLD. These findings enhance our understanding of the pathological mechanisms of MAFLD mediated through the gut microbiota, providing insights for future interventions.
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Affiliation(s)
- Heng Yuan
- Department of Bioconvergence, Hoseo University, Asan 31499, Republic of Korea
| | - Xuangao Wu
- Department of Bioconvergence, Hoseo University, Asan 31499, Republic of Korea
| | - Xichun Wang
- Department of Computer and Data Analysis, Northern Arizona University, Flagstaff, AZ 86011, USA
| | - Jun-Yu Zhou
- Department of Bioconvergence, Hoseo University, Asan 31499, Republic of Korea
| | - Sunmin Park
- Department of Bioconvergence, Hoseo University, Asan 31499, Republic of Korea
- Department of Food and Nutrition, Obesity/Diabetes Research Center, Hoseo University, Asan 31499, Republic of Korea
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Muzny CA, Elnaggar JH, Sousa LGV, Lima Â, Aaron KJ, Eastlund IC, Graves KJ, Dong C, Van Gerwen OT, Luo M, Tamhane A, Long D, Cerca N, Taylor CM. Microbial interactions among Gardnerella, Prevotella and Fannyhessea prior to incident bacterial vaginosis: protocol for a prospective, observational study. BMJ Open 2024; 14:e083516. [PMID: 38316599 PMCID: PMC10859992 DOI: 10.1136/bmjopen-2023-083516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 01/16/2024] [Indexed: 02/07/2024] Open
Abstract
INTRODUCTION The aetiology of bacterial vaginosis (BV), a biofilm-associated vaginal infection, remains unknown. Epidemiologic data suggest that it is sexually transmitted. BV is characterised by loss of lactic acid-producing lactobacilli and an increase in facultative and strict anaerobic bacteria. Gardnerella spp are present in 95%-100% of cases; Gardnerella vaginalis has been found to be more virulent than other BV-associated bacteria (BVAB) in vitro. However, G. vaginalis is found in women with normal vaginal microbiota and colonisation is not sufficient for BV development. We hypothesise that Gardnerella spp initiate BV biofilm formation, but incident BV (iBV) requires incorporation of other key BVAB (ie, Prevotella bivia, Fannyhessea vaginae) into the biofilm that alter the transcriptome of the polymicrobial consortium. This study will investigate the sequence of microbiologic events preceding iBV. METHODS AND ANALYSIS This study will enrol 150 women aged 18-45 years with normal vaginal microbiota and no sexually transmitted infections at a sexual health research clinic in Birmingham, Alabama. Women will self-collect twice daily vaginal specimens up to 60 days. A combination of 16S rRNA gene sequencing, qPCR for Gardnerella spp, P. bivia and F. vaginae, and broad range 16S rRNA gene qPCR will be performed on twice daily vaginal specimens from women with iBV (Nugent score 7-10 on at least 2 consecutive days) and controls (with comparable age, race, contraceptive method and menstrual cycle days) maintaining normal vaginal microbiota to investigate changes in the vaginal microbiota over time for women with iBV. Participants will complete daily diaries on multiple factors including sexual activity. ETHICS AND DISSEMINATION This protocol is approved by the University of Alabama at Birmingham Institutional Review Board (IRB-300004547) and written informed consent will be obtained from all participants. Findings will be presented at scientific conferences and published in peer-reviewed journals as well as disseminated to providers and patients in communities of interest.
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Affiliation(s)
- Christina A Muzny
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jacob H Elnaggar
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Lúcia G V Sousa
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
| | - Ângela Lima
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
| | - Kristal J Aaron
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Isaac C Eastlund
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Keonte J Graves
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Chaoling Dong
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Olivia T Van Gerwen
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Meng Luo
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
- Microbial Genomics Resource Group, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Ashutosh Tamhane
- Division of Nephrology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Center for Clinical and Translational Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Dustin Long
- Department of Biostatistics, University of Alabama at Birmingham, School of Public Health, Birmingham, Alabama, USA
| | - Nuno Cerca
- Centre of Biological Engineering, Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), University of Minho-Gualtar Campus, Braga, Portugal
- LABBELS-Associate Laboratory, Braga, Guimarães, Portugal
| | - Christopher M Taylor
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
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Tsai CY, Liu PY, Huang MC, Chang CI, Chen HY, Chou YH, Tsai CN, Lin CH. Abundance of Prevotella copri in gut microbiota is inversely related to a healthy diet in patients with type 2 diabetes. J Food Drug Anal 2023; 31:599-608. [PMID: 38526814 PMCID: PMC10962673 DOI: 10.38212/2224-6614.3484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 11/24/2023] [Accepted: 11/13/2023] [Indexed: 03/27/2024] Open
Abstract
While the gut microbiota is known to be influenced by habitual food intake, this relationship is seldom explored in type 2 diabetes patients. This study aims to investigate the relationship between dietary patterns and gut microbial species abundance in 113 type 2 diabetes patients (mean age, 58 years; body mass index, 29.1; glycohemoglobin [HbA1c], 8.1%). We analyzed the gut microbiota using 16S amplicon sequencing, and all patients were categorized into either the Bacteroides enterotype (57.5%, n = 65) or the Prevotella enterotype (42.5%, n = 48) using the partitioning around medoids clustering algorithm, based on the most representative genera. Patients with the Bacteroides enterotype showed better glycemic control with a 2.71 odds of HbA1c ≤ 7.0% compared to the Prevotella enterotype (95% confidence interval, 1.02-7.87; P, 0.034). Dietary habits and the nutrient composition of all patients were assessed using a validated food frequency questionnaire. It was observed that the amounts of dietary fiber consumed were suboptimal, with an average intake of 16 g per day. Additionally, we extracted four dietary patterns through factor analysis: eating-out, high-sugar foods, fish-vegetable, and fermented foods patterns. Patients with the Bacteroides enterotype had higher scores for the fish-vegetable pattern compared to the Prevotella enterotype (0.17 ± 0.13 versus -0.23 ± 0.09; P, 0.010). We further investigated the relationship between the microbiota and the four dietary patterns and found that only the fish-vegetable dietary pattern scores were correlated with principal coordinate values. A lower pattern score was associated with the accumulated abundance of the 31 significant microbial features. Among these features, Prevotella copri was identified as the most significant by using a random forest model, with an area under the receiver operating characteristic of 0.93 (95% confidence interval, 0.88-0.98). To validate these results, we conducted a custom quantitative polymerase chain reaction assay. This assay confirmed the presence of P. copri (sensitivity, 0.96; specificity, 0.97) in our cohort, with a prevalence of 47.8%, and a mean relative abundance of 21.0% in subjects harboring P. copri. In summary, type 2 diabetes patients with the Prevotella enterotype demonstrated poorer glycemic control and deviations from a healthy dietary pattern. The abundance of P. copri, as a major contributing microbial feature, was associated with the severity in the deficiency in dietary fish and vegetables. Emphasis should be placed on promoting a healthy dietary pattern and understanding the microbial correlations.
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Affiliation(s)
- Chih-Yiu Tsai
- Division of Endocrinology and Metabolism, Chang Gung Memorial Hospital, Taoyuan,
Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan,
Taiwan
| | - Po-Yu Liu
- School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung,
Taiwan
| | - Meng-Chuan Huang
- Department of Nutrition and Dietetics, Kaohsiung Medical University Hospital, Kaohsiung,
Taiwan
- Department of Public Health and Environmental Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung,
Taiwan
| | - Chiao-I Chang
- Department of Public Health and Environmental Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung,
Taiwan
| | - Hsin-Yun Chen
- Department of Nutrition Therapy, Chang Gung Memorial Hospital, Taoyuan,
Taiwan
| | - Yu-Hsien Chou
- Division of Endocrinology and Metabolism, Chang Gung Memorial Hospital, Taoyuan,
Taiwan
| | - Chi-Neu Tsai
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan,
Taiwan
- Department of Surgery, New Taipei Municipal Tucheng Hospital, New Taipei City,
Taiwan
| | - Chia-Hung Lin
- Division of Endocrinology and Metabolism, Chang Gung Memorial Hospital, Taoyuan,
Taiwan
- Department of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan,
Taiwan
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Abstract
Prevotella copri is an abundant member of the human gastrointestinal microbiome, whose relative abundance has curiously been associated with positive and negative impacts on diseases, such as Parkinson's disease and rheumatoid arthritis. Yet, the verdict is still out on the definitive role of P. copri in human health, and on the effect of different diets on its relative abundance in the gut microbiome. The puzzling discrepancies among P. copri studies have only recently been attributed to the diversity of its strains, which substantially differ in their encoded metabolic patterns from the commonly used reference strain. However, such strain differences cannot be resolved by common 16S rRNA amplicon profiling methods. Here, we scrutinize P. copri, its versatile metabolic potential, and the hypotheses behind the conflicting observations on its association with diet and human health. We also provide suggestions for designing studies and bioinformatics pipelines to better research P. copri.
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Affiliation(s)
| | - Shaimaa M. Hegazy
- Microbiology and Immunology Research Program, Children’s Cancer Hospital Egypt 57357, Cairo, Egypt
| | - Ramy K. Aziz
- Microbiology and Immunology Research Program, Children’s Cancer Hospital Egypt 57357, Cairo, Egypt
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Cairo, Egypt
- Center for Genome and Microbiome Research, Cairo University, Cairo, Egypt
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Peng Y, Cai X, Li M, Deng L, Wang Y, Qiu Y, Zhao L, Xiao Y, Xu L, Hou Q. The first completed genome of species Prevotella bivia, assembled from a clinically derived strain PLW0727. J Glob Antimicrob Resist 2023; 35:268-270. [PMID: 37866682 DOI: 10.1016/j.jgar.2023.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/14/2023] [Accepted: 10/15/2023] [Indexed: 10/24/2023] Open
Abstract
OBJECTIVES Prevotella bivia is a species that commonly colonizes various human body sites, and it is associated with lots of human infections. However, until now, no complete genome sequence of this species has been published. Here, we assembled the first complete genome of P. bivia from a clinically derived strain PLW0727, to characterize its general genomic features, and to profile the capacity in encoding antibiotic resistance and virulence factors. METHODS Whole-genome sequencing was performed using Illumina and Nanopore platforms. Hybrid assembly was conducted using flye v2.9.1 and Unicycler v0.4.9b. Assembly completeness was assessed using CheckM v1.0.12. Comprehensive genome annotation was performed using eggNOG-mapper v2.1.5 and PATRIC v3.6.10. RESULTS The complete genome of PLW0727 consists of two circular chromosomes, chr1 and chr2, exhibiting a completeness of 99.66%, a G+C content of 39.5%, and a total size of 2.43 Mb. Chr1 and chr2 have lengths of 1 272 652 bp and 1 155 021 bp, harbouring 1 132 CDSs and 1 055 CDSs, respectively. Completion of the genome significantly reduced the proportion of hypothetical CDS annotations compared with the draft genomes. A gene-encoding antibiotic resistance to beta-lactams (i.e., cfxA3) has been annotated in chr2. By providing the genome sequence, strain PLW0727 was identified as a human pathogen with a probability of 0.614 using the PathogenFinder. Furthermore, genes involved in virulence-related functions, including host cell adherence and capsule immune modulation were also annotated. CONCLUSIONS This study assembles the first complete genome for P. bivia, providing valuable genomic insights into its phylogeny, pathogenicity, and antibiotic resistance. These findings have important implications for the clinical management and prevention of P. bivia infections.
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Affiliation(s)
- Yao Peng
- Department of Gastroenterology and Hepatology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Xunchao Cai
- Department of Gastroenterology and Hepatology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Meng Li
- Department of Laboratory Medicine, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Li Deng
- Department of Laboratory Medicine, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Yuhan Wang
- Department of Urology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Yifeng Qiu
- Department of Urology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Longyan Zhao
- Department of Urology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Yue Xiao
- Department of Outpatient, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
| | - Long Xu
- Department of Gastroenterology and Hepatology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China.
| | - Qi Hou
- Department of Urology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China; International Cancer Center, Shenzhen Key Laboratory, Hematology Institution of Shenzhen University, Shenzhen, China.
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Wang Y, Li Q, Zhang J, Liu P, Zheng H, Chen L, Wang Z, Tan C, Zhang M, Zhang H, Miao W, Wang Y, Xuan X, Yi G, Wang P. Ring1a protects against colitis through regulating mucosal immune system and colonic microbial ecology. Gut Microbes 2023; 15:2251646. [PMID: 37655448 PMCID: PMC10478745 DOI: 10.1080/19490976.2023.2251646] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 07/19/2023] [Accepted: 08/21/2023] [Indexed: 09/02/2023] Open
Abstract
Inflammatory bowel disease (IBD) represents a prominent chronic immune-mediated inflammatory disorder, yet its etiology remains poorly comprehended, encompassing intricate interactions between genetics, immunity, and the gut microbiome. This study uncovers a novel colitis-associated risk gene, namely Ring1a, which regulates the mucosal immune response and intestinal microbiota. Ring1a deficiency exacerbates colitis by impairing the immune system. Concomitantly, Ring1a deficiency led to a Prevotella genus-dominated pathogenic microenvironment, which can be horizontally transmitted to co-housed wild type (WT) mice, consequently intensifying dextran sodium sulfate (DSS)-induced colitis. Furthermore, we identified a potential mechanism linking the altered microbiota in Ring1aKO mice to decreased levels of IgA, and we demonstrated that metronidazole administration could ameliorate colitis progression in Ring1aKO mice, likely by reducing the abundance of the Prevotella genus. We also elucidated the immune landscape of DSS colitis and revealed the disruption of intestinal immune homeostasis associated with Ring1a deficiency. Collectively, these findings highlight Ring1a as a prospective candidate risk gene for colitis and suggest metronidazole as a potential therapeutic option for clinically managing Prevotella genus-dominated colitis.
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Affiliation(s)
- Yashu Wang
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Qianru Li
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Jiayu Zhang
- Lab of Pathology, Hebei Medical University, Shijiazhuang, China
| | - Pingping Liu
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Huaixin Zheng
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Lijuan Chen
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Kunpeng Institute of Modern Agriculture at Foshan, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Zhen Wang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Kunpeng Institute of Modern Agriculture at Foshan, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Chen Tan
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Min Zhang
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Hongxia Zhang
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Wenqing Miao
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Yuke Wang
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Xiaoyan Xuan
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
| | - Guoqiang Yi
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Kunpeng Institute of Modern Agriculture at Foshan, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Peng Wang
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
- Infection, Inflammation and Immunity Center, the Academy of Medical Sciences of Zhengzhou University, Zhengzhou, China
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9
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Mohr AE, Ahern MM, Sears DD, Bruening M, Whisner CM. Gut microbiome diversity, variability, and latent community types compared with shifts in body weight during the freshman year of college in dormitory-housed adolescents. Gut Microbes 2023; 15:2250482. [PMID: 37642346 PMCID: PMC10467528 DOI: 10.1080/19490976.2023.2250482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 06/26/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023] Open
Abstract
Significant human gut microbiome changes during adolescence suggest that microbial community evolution occurs throughout important developmental periods including the transition to college, a typical life phase of weight gain. In this observational longitudinal study of 139 college freshmen living in on-campus dormitories, we tracked changes in the gut microbiome via 16S amplicon sequencing and body weight across a single academic year. Participants were grouped by weight change categories of gain (WG), loss (WL), and maintenance (WM). Upon assessment of the community structure, unweighted and weighted UniFrac metrics revealed significant shifts with substantial variation explained by individual effects within weight change categories. Genera that positively contributed to these associations with weight change included Bacteroides, Blautia, and Bifidobacterium in WG participants and Prevotella and Faecalibacterium in WL and WM participants. Moreover, the Prevotella/Bacteroides ratio was significantly different by weight change category, with WL participants displaying an increased ratio. Importantly, these genera did not display co-dominance nor ease of transition between Prevotella- and Bacteroides-dominated states. We further assessed the overall taxonomic variation, noting the increased stability of the WL compared to the WG microbiome. Finally, we found 30 latent community structures within the microbiome with significant associations with waist circumference, sleep, and dietary factors, with alcohol consumption chief among them. Our findings highlight the high level of individual variation and the importance of initial gut microbiome community structure in college students during a period of major lifestyle changes. Further work is needed to confirm these findings and explore mechanistic relationships between gut microbes and weight change in free-living individuals.
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Affiliation(s)
- Alex E. Mohr
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Center for Health Through Microbiomes, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Mary M. Ahern
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Dorothy D. Sears
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Meg Bruening
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Department of Nutritional Sciences, College of Health and Human Development, Pennsylvania State University, University Park, PA, USA
| | - Corrie M. Whisner
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Center for Health Through Microbiomes, Biodesign Institute, Arizona State University, Tempe, AZ, USA
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10
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Ou Y, Rots E, Belzer C, Smidt H, de Weerth C. Gut microbiota and child behavior in early puberty: does child sex play a role? Gut Microbes 2023; 15:2278222. [PMID: 37943628 PMCID: PMC10731618 DOI: 10.1080/19490976.2023.2278222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 10/27/2023] [Indexed: 11/12/2023] Open
Abstract
A growing number of studies have indicated relations between the gut microbiota and mental health. However, to date, there is a scarcity of microbiota studies in community samples in early puberty. The current preregistered study (https://osf.io/wu2vt) investigated gut microbiota composition in relation to sex in low-risk children and explored behavioral associations with gut microbiota composition and metabolites in the same samples, together with the potential role of sex. Fecal microbiota composition was analyzed in 12-year-old children (N = 137) by 16S rRNA gene sequencing and quantitative PCR. Modest sex differences were observed in beta diversity. Generalized linear models showed consistent behavioral relations to both relative and absolute abundances of individual taxa, including positive associations between Parasutterella and mother-reported internalizing behavior, and negative associations between Odoribacter and mother-reported externalizing behavior. Additionally, Prevotella 9 was positively related to mother-reported externalizing behavior, confirming earlier findings on the same cohort at 5 years of age. Sex-related differences were found in behavioral relations to Ruminiclostridium 5, Alistipes, Streptococcus, Ruminiclostridium 9, Ruminococcaceae UCG-5, and Dialister, for relative abundances, as well as to Family XIII AD3011 group and an unidentified bacterium within the Tenericutes, for absolute abundances. Limited behavioral relations were observed regarding alpha diversity and fecal metabolites. Our findings describe links between the gut microbiota and child behavior, together with differences between child sexes in these relations, in low-risk early pubertal children. Importantly, this study confirmed earlier findings in this cohort of positive relations between Prevotella 9 and externalizing behavior at age 10 years. Results also show the merit of including absolute abundances in microbiota studies.
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Affiliation(s)
- Yangwenshan Ou
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Eline Rots
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, The Netherlands
| | - Clara Belzer
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, The Netherlands
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, The Netherlands
| | - Carolina de Weerth
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
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11
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Hammad MI, Conrads G, Abdelbary MMH. Isolation, identification, and significance of salivary Veillonella spp., Prevotella spp., and Prevotella salivae in patients with inflammatory bowel disease. Front Cell Infect Microbiol 2023; 13:1278582. [PMID: 38053528 PMCID: PMC10694262 DOI: 10.3389/fcimb.2023.1278582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 10/30/2023] [Indexed: 12/07/2023] Open
Abstract
The global prevalence of inflammatory bowel disease (IBD) is on the rise, prompting significant attention from researchers worldwide. IBD entails chronic inflammatory disorders of the intestinal tract, characterized by alternating flares and remissions. Through high-throughput sequencing, numerous studies have unveiled a potential microbial signature for IBD patients showing intestinal enrichment of oral-associated bacteria. Simultaneously, the oral microbiome can be perturbed by intestinal inflammation. Our prior investigation, based on 16S rRNA amplicon sequencing, underscored elevated abundance of Veillonella spp. and Prevotella spp. in the salivary microbiomes of IBD patients. Noteworthy, Prevotella salivae emerged as a distinct species significantly associated with IBD. P. salivae is an under-recognized pathogen that was found to play a role in both oral and systemic diseases. In this study, we delve deeper into the salivary microbiomes of both IBD patients and healthy controls. Employing diverse cultivation techniques and real-time quantitative polymerase chain reactions (RT-qPCR), we gauged the prevalence and abundance of Veillonella spp., Prevotella spp., and P. salivae. Our isolation efforts yielded 407 and 168 strains of Veillonella spp., as well as 173 and 90 strains of Prevotella spp., from the saliva samples of IBD patients and healthy controls, respectively. Veillonella-vancomycin agar emerged as the discerning choice for optimal Veillonella spp. cultivation, while Schaedler kanamycin-vancomycin agar proved to be the most suitable medium for cultivating Prevotella spp. strains. Comparing our RT-qPCR findings to the previous 16S rRNA amplicon sequencing data, the results corroborated the higher abundance of Veillonella spp., Prevotella spp., and P. salivae in the saliva of IBD patients compared to healthy controls. However, it's worth noting that in contrast to RT-qPCR, the 16S rRNA amplicon sequencing data revealed greater absolute abundance of all three bacterial groups in both IBD patients and controls.
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Affiliation(s)
- Moshira I. Hammad
- Division of Oral Microbiology and Immunology, Department of Operative Dentistry, Periodontology and Preventive Dentistry, Rheinisch-Westfälische Technische Hochschule University Hospital, Aachen, Germany
| | - Georg Conrads
- Division of Oral Microbiology and Immunology, Department of Operative Dentistry, Periodontology and Preventive Dentistry, Rheinisch-Westfälische Technische Hochschule University Hospital, Aachen, Germany
| | - Mohamed M. H. Abdelbary
- Division of Oral Microbiology and Immunology, Department of Operative Dentistry, Periodontology and Preventive Dentistry, Rheinisch-Westfälische Technische Hochschule University Hospital, Aachen, Germany
- Division of Nosocomial Pathogens and Antibiotic Resistances, Department of Infectious Diseases, Robert Koch Institute, Wernigerode, Germany
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12
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Peng Y, Tun HM. Meet the extended Segatella copri complex. Cell Host Microbe 2023; 31:1766-1769. [PMID: 37944487 DOI: 10.1016/j.chom.2023.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 11/12/2023]
Abstract
The Segatella copri complex contains key members of the human gut microbiome, but their genetic diversity and associations with health are incompletely understood. In this issue of Cell Host & Microbe, Blanco-Míguez et al. expand the S. copri complex to 13 species and reveal species-specific associations with lifestyle and health.
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Affiliation(s)
- Ye Peng
- Microbiota I-Center (MagIC), Hong Kong, China; Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China; System Microbiology and Antimicrobial Resistance (SMART) Lab, Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Hein M Tun
- Microbiota I-Center (MagIC), Hong Kong, China; Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China; System Microbiology and Antimicrobial Resistance (SMART) Lab, Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
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13
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Zhang B, Lingga C, De Groot H, Hackmann TJ. The oxidoreductase activity of Rnf balances redox cofactors during fermentation of glucose to propionate in Prevotella. Sci Rep 2023; 13:16429. [PMID: 37777597 PMCID: PMC10542786 DOI: 10.1038/s41598-023-43282-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/21/2023] [Indexed: 10/02/2023] Open
Abstract
Propionate is a microbial metabolite formed in the gastrointestinal tract, and it affects host physiology as a source of energy and signaling molecule. Despite the importance of propionate, the biochemical pathways responsible for its formation are not clear in all microbes. For the succinate pathway used during fermentation, a key enzyme appears to be missing-one that oxidizes ferredoxin and reduces NAD. Here we show that Rnf [ferredoxin-NAD+ oxidoreductase (Na+-transporting)] is this key enzyme in two abundant bacteria of the rumen (Prevotella brevis and Prevotella ruminicola). We found these bacteria form propionate, succinate, and acetate with the classic succinate pathway. Without ferredoxin:NAD+ oxidoreductase, redox cofactors would be unbalanced; it would produce almost equal excess amounts of reduced ferredoxin and oxidized NAD. By combining growth experiments, genomics, proteomics, and enzyme assays, we point to the possibility that these bacteria solve this problem by oxidizing ferredoxin and reducing NAD with Rnf [ferredoxin-NAD+ oxidoreductase (Na+-transporting)]. Genomic and phenotypic data suggest many bacteria may use Rnf similarly. This work shows the ferredoxin:NAD+ oxidoreductase activity of Rnf is important to propionate formation in Prevotella species and other bacteria from the environment, and it provides fundamental knowledge for manipulating fermentative propionate production.
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Affiliation(s)
- Bo Zhang
- Department of Animal Science, University of California, Davis, CA, USA
| | | | - Hannah De Groot
- Department of Animal Science, University of California, Davis, CA, USA
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14
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Li C, Lv C, Yu M, Zhang Y, Ling L, Yue W. A case report of a brain abscess due to prevotella oris and a review of the literature. BMC Infect Dis 2023; 23:633. [PMID: 37759232 PMCID: PMC10523687 DOI: 10.1186/s12879-023-08306-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 05/03/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Brain abscesses caused by Prevotella oris are rarely reported. Here, we described a case of a brain infection caused by Prevotella oris that was detected by metagenomic next-generation sequencing (mNGS). CASE PRESENTATION A 63-year-old man with no medical history reported headache in the right frontotemporal region, fever, and intermittent diplopia. Magnetic resonance imaging (MRI) revealed abnormal signals and enhancement changes in the superior sellar region. mNGS testing showed that cerebrospinal fluid collected from the spine was positive for Prevotella oris. After receiving a combined treatment of antibiotic therapy, the patient recovered well. CONCLUSION We reviewed the relevant literature and summarized the characteristics and prognosis of this type of bacterial infection to provide ideas for clinicians to diagnose and treat this disease.
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Affiliation(s)
- Chenlu Li
- Clinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, China
| | - Chaonan Lv
- Department of Neurology, Tianjin Huanhu Hosipital, 6 Jizhao Rd, Tianjin, 300350, China
| | - Miao Yu
- Department of Neurology, Tianjin Huanhu Hosipital, 6 Jizhao Rd, Tianjin, 300350, China
| | - Yajing Zhang
- Department of Neurology, Tianjin Huanhu Hosipital, 6 Jizhao Rd, Tianjin, 300350, China
| | - Ling Ling
- Department of Neurology, Tianjin Huanhu Hosipital, 6 Jizhao Rd, Tianjin, 300350, China
| | - Wei Yue
- Clinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, China.
- Department of Neurology, Tianjin Huanhu Hosipital, 6 Jizhao Rd, Tianjin, 300350, China.
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15
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Plummer EL, Sfameni AM, Vodstrcil LA, Danielewski JA, Murray GL, Fehler G, Fairley CK, Garland SM, Chow EPF, Hocking JS, Bradshaw CS. Prevotella and Gardnerella Are Associated With Treatment Failure Following First-line Antibiotics for Bacterial Vaginosis. J Infect Dis 2023; 228:646-656. [PMID: 37427495 PMCID: PMC10469350 DOI: 10.1093/infdis/jiad261] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 06/27/2023] [Accepted: 07/06/2023] [Indexed: 07/11/2023] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is a common vaginal dysbiosis that often recurs following first-line antibiotics. We investigated if vaginal microbiota composition was associated with BV recurrence. METHODS We analyzed samples and data from 121 women who participated in 3 published trials evaluating novel interventions for improving BV cure, including concurrent antibiotic treatment of regular sexual partners (RSPs). Women diagnosed with BV received first-line antibiotics and self-collected vaginal swabs pretreatment and the day after finishing antibiotics (immediately posttreatment). 16S rRNA gene sequencing was performed on vaginal samples. Logistic regression explored associations between BV recurrence and features of the vaginal microbiota pre- and posttreatment. RESULTS Sixteen women (13% [95% confidence interval {CI}, 8%-21%]) experienced BV recurrence within 1 month of treatment. Women with an untreated RSP were more likely to experience recurrence than women with no RSP (P = .008) or an RSP who received treatment (P = .011). A higher abundance of Prevotella pretreatment (adjusted odds ratio [AOR], 1.35 [95% CI, 1.05-1.91]) and Gardnerella immediately posttreatment (AOR, 1.23 [95% CI, 1.03-1.49]) were associated with increased odds of BV recurrence. CONCLUSIONS Having specific Prevotella spp prior to recommended treatment and persistence of Gardnerella immediately posttreatment may contribute to the high rates of BV recurrence. Interventions that target these taxa are likely required to achieve sustained BV cure.
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Affiliation(s)
- Erica L Plummer
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
| | - Amelia M Sfameni
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
| | - Lenka A Vodstrcil
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Jennifer A Danielewski
- Molecular Microbiology, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Women's Centre for Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
| | - Gerald L Murray
- Molecular Microbiology, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Women's Centre for Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
| | - Glenda Fehler
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
| | - Suzanne M Garland
- Molecular Microbiology, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Women's Centre for Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
| | - Eric P F Chow
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Jane S Hocking
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Catriona S Bradshaw
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Hospital, Carlton, Victoria, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
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16
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Grabner E, Stare E, Fanedl L, Zorec M, Jones DS, Johnston CD, Avguštin G, Accetto T. Expanding the rumen Prevotella collection: The description of Prevotella communis, sp. nov. of ovine origin. Syst Appl Microbiol 2023; 46:126437. [PMID: 37295348 DOI: 10.1016/j.syapm.2023.126437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 05/05/2023] [Accepted: 05/24/2023] [Indexed: 06/12/2023]
Abstract
27 strains representing eight new Prevotella species were isolated from rumen of a single sheep in eight weeks interval. One of the putative species encompassing the highest number of isolated strains which also exhibited some genetic variability in preliminary data, was then selected for description of a novel species. We examined six strains in genomic and phenotypic detail, two of which may actually be the same strain isolated nearly three weeks apart. Other strains formed clearly diverged intraspecies lineages as evidenced by core genome phylogeny and phenotypic differences. Strains of the proposed new Prevotella species are strictly saccharolytic as is usual for rumen Prevotella, and use plant cell-wall xylans and pectins for growth. However, the range of cell-wall polysaccharides utilised for growth is rather limited compared to rumen generalists such as Prevotella bryantii or Prevotella ruminicola and this extends also to the inability to utilise starch, which is unexpected for the members of the genus Prevotella. Based on the data obtained, we propose Prevotella communis sp. nov. to accommodate strain E1-9T as well as other strains with the similar properties. The proposed species is widespread: two other strains were previously isolated from sheep in Japan and is also common in metagenomic data of cattle and sheep rumen samples from Scotland and New Zealand. It was also found in a collection of metagenome-assembled genomes originating from cattle in Scotland. Thus, it is a ubiquitous bacterium of domesticated ruminants specialising in degradation of a somewhat restricted set of plant cell wall components.
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Affiliation(s)
- Eva Grabner
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia
| | - Eva Stare
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia
| | - Lijana Fanedl
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia
| | - Maša Zorec
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia
| | - Dakota S Jones
- Fred Hutchinson Cancer Research Center, Vaccine and Infectious Disease Division, Office E4-159, Eastlake building, 1100 Fairview Ave N., Seattle, WA 98109-4433, USA
| | - Christopher D Johnston
- Fred Hutchinson Cancer Research Center, Vaccine and Infectious Disease Division, Office E4-159, Eastlake building, 1100 Fairview Ave N., Seattle, WA 98109-4433, USA
| | - Gorazd Avguštin
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia
| | - Tomaž Accetto
- University of Ljubljana, Biotechnical Faculty, Department of Microbiology, Groblje 3, 1230 Domžale, Slovenia.
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17
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Elnaggar JH, Ardizzone CM, Cerca N, Toh E, Łaniewski P, Lillis RA, Herbst-Kralovetz MM, Quayle AJ, Muzny CA, Taylor CM. A novel Gardnerella, Prevotella, and Lactobacillus standard that improves accuracy in quantifying bacterial burden in vaginal microbial communities. Front Cell Infect Microbiol 2023; 13:1198113. [PMID: 37404722 PMCID: PMC10315654 DOI: 10.3389/fcimb.2023.1198113] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/05/2023] [Indexed: 07/06/2023] Open
Abstract
Bacterial vaginosis (BV) is the most common vaginal dysbiosis. In this condition, a polymicrobial biofilm develops on vaginal epithelial cells. Accurately quantifying the bacterial burden of the BV biofilm is necessary to further our understanding of BV pathogenesis. Historically, the standard for calculating total bacterial burden of the BV biofilm has been based on quantifying Escherichia coli 16S rRNA gene copy number. However, E. coli is improper for measuring the bacterial burden of this unique micro-environment. Here, we propose a novel qPCR standard to quantify bacterial burden in vaginal microbial communities, from an optimal state to a mature BV biofilm. These standards consist of different combinations of vaginal bacteria including three common BV-associated bacteria (BVAB) Gardnerella spp. (G), Prevotella spp. (P), and Fannyhessea spp. (F) and commensal Lactobacillus spp. (L) using the 16S rRNA gene (G:P:F:L, G:P:F, G:P:L and 1G:9L). We compared these standards to the traditional E. coli (E) reference standard using known quantities of mock vaginal communities and 16 vaginal samples from women. The E standard significantly underestimated the copy numbers of the mock communities, and this underestimation was significantly greater at lower copy numbers of these communities. The G:P:L standard was the most accurate across all mock communities and when compared to other mixed vaginal standards. Mixed vaginal standards were further validated with vaginal samples. This new G:P:L standard can be used in BV pathogenesis research to enhance reproducibility and reliability in quantitative measurements of BVAB, spanning from the optimal to non-optimal (including BV) vaginal microbiota.
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Affiliation(s)
- Jacob H. Elnaggar
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Caleb M. Ardizzone
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Nuno Cerca
- Laboratory of Research in Biofilms Rosário Oliveira (LIBRO), Centre of Biological Engineering (CEB), University of Minho, Braga, Portugal
| | - Evelyn Toh
- Department of Microbiology & Immunology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Paweł Łaniewski
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, United States
| | - Rebecca A. Lillis
- Division of Infectious Diseases, Department of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Melissa M. Herbst-Kralovetz
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, United States
| | - Alison J. Quayle
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Christina A. Muzny
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Christopher M. Taylor
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
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18
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Nii T, Maeda Y, Motooka D, Naito M, Matsumoto Y, Ogawa T, Oguro-Igashira E, Kishikawa T, Yamashita M, Koizumi S, Kurakawa T, Okumura R, Kayama H, Murakami M, Sakaguchi T, Das B, Nakamura S, Okada Y, Kumanogoh A, Takeda K. Genomic repertoires linked with pathogenic potency of arthritogenic Prevotella copri isolated from the gut of patients with rheumatoid arthritis. Ann Rheum Dis 2023; 82:621-629. [PMID: 36627170 PMCID: PMC10176341 DOI: 10.1136/ard-2022-222881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 12/30/2022] [Indexed: 01/12/2023]
Abstract
OBJECTIVES Prevotella copri is considered to be a contributing factor in rheumatoid arthritis (RA). However, in some non-Westernised countries, healthy individuals also harbour an abundance of P. copri in the intestine. This study investigated the pathogenicity of RA patient-derived P. copri (P. copri RA) compared with healthy control-derived P. copri (P. copri HC). METHODS We obtained 13 P. copri strains from the faeces of patients with RA and healthy controls. Following whole genome sequencing, the sequences of P. copri RA and P. copri HC were compared. To analyse the arthritis-inducing ability of P. copri, we examined two arthritis models (1) a collagen-induced arthritis model harbouring P. copri under specific-pathogen-free conditions and (2) an SKG mouse arthritis model under P. copri-monocolonised conditions. Finally, to evaluate the ability of P. copri to activate innate immune cells, we performed in vitro stimulation of bone marrow-derived dendritic cells (BMDCs) by P. copri RA and P. copri HC. RESULTS Comparative genomic analysis revealed no apparent differences in the core gene contents between P. copri RA and P. copri HC, but pangenome analysis revealed the high genome plasticity of P. copri. We identified a P. copri RA-specific genomic region as a conjugative transposon. In both arthritis models, P. copri RA-induced more severe arthritis than P. copri HC. In vitro BMDC stimulation experiments revealed the upregulation of IL-17 and Th17-related cytokines (IL-6, IL-23) by P. copri RA. CONCLUSION Our findings reveal the genetic diversity of P. copri, and the genomic signatures associated with strong arthritis-inducing ability of P. copri RA. Our study contributes towards elucidation of the complex pathogenesis of RA.
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Affiliation(s)
- Takuro Nii
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Respiratory Medicine, Clinical Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- National Hospital Organization Osaka Toneyama Medical Center, Osaka, Japan
| | - Yuichi Maeda
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Respiratory Medicine, Clinical Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
| | - Daisuke Motooka
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Department of Infection Metagenomics, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Mariko Naito
- Department of Microbiology and Oral Infection, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Yuki Matsumoto
- Department of Infection Metagenomics, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Takao Ogawa
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Respiratory Medicine, Clinical Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Eri Oguro-Igashira
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Respiratory Medicine, Clinical Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Toshihiro Kishikawa
- Department of Statistical Genetics, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Otorhinolaryngology-Head and Neck Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan
| | - Makoto Yamashita
- Research & Innovation Center, Kyowa Hakko Bio Co., Ltd, Ibaraki, Japan
| | - Satoshi Koizumi
- Research & Innovation Center, Kyowa Hakko Bio Co., Ltd, Ibaraki, Japan
| | - Takashi Kurakawa
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Ryu Okumura
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
| | - Hisako Kayama
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Institute for Advanced Co-Creation Studies, Osaka University, Osaka, Japan
| | - Mari Murakami
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
| | - Taiki Sakaguchi
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
| | - Bhabatosh Das
- Molecular Genetics Laboratory, Infection and Immunology Division, Translational Health Science and Technology Institute, Faridabad, India
| | - Shota Nakamura
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Department of Infection Metagenomics, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
- Center for Infectious Disease Education and Research, Osaka University, Osaka, Japan
| | - Yukinori Okada
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Department of Statistical Genetics, Graduate School of Medicine, Osaka University, Osaka, Japan
- Center for Infectious Disease Education and Research, Osaka University, Osaka, Japan
- Department of Genome Informatics, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan
- Laboratory for Systems Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | - Atsushi Kumanogoh
- Department of Respiratory Medicine, Clinical Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Center for Infectious Disease Education and Research, Osaka University, Osaka, Japan
| | - Kiyoshi Takeda
- Laboratory of Immune Regulation, Department of Microbiology and Immunology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan
- Center for Infectious Disease Education and Research, Osaka University, Osaka, Japan
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Chen J, Li Z, Wang X, Fan B, Deng F, D.Yu H, Ze X, Zhu L, Yin Y, Chen Y, Zhao J, Yang Y, Wang X. Isomaltooligosaccharides Sustain the Growth of Prevotella Both In Vitro and in Animal Models. Microbiol Spectr 2022; 10:e0262121. [PMID: 36377936 PMCID: PMC9769830 DOI: 10.1128/spectrum.02621-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 10/25/2022] [Indexed: 11/16/2022] Open
Abstract
The human digestive tract is colonized by trillions of bacterial cells that play important roles in human health and diseases. It is well known that dietary habits are associated with human microbiota enterotypes. However, the factors that determine the enterotype still remain elusive. In this study, it was first examined, via in vitro batch fermentation, how different carbohydrates affect the Bacteroides and Prevotella enterotypes. Among the 11 substrates (fructo-, galacto-, xylo-, manno-, and isomalto-oligosaccharides [IMO] and lactulose, raffinose, starch, inulin [INU], mannitol, and xylitol) tested, IMO, INU, and starch were found to sustain the growth of Prevotella through batch fermentation. The development of the Prevotella and Bacteroides enterotypes was further simulated in chemostats using fecal samples. IMO coupled with faster dilution rates and lower pH were required to sustain the growth of Prevotella copri in the chemostat based on 16S rRNA gene and metagenomic sequencing. Meanwhile, starch with relatively lower dilution rates and higher pH was required to support the development of the Bacteroides enterotype. Amylo-α-1,6-glucosidase, pectin, and xylan lyases were the carbohydrate-active enzymes associated with the Prevotella enterotype. The Bacteroides enterotype was associated with more diversified carbohydrate-active enzymes. Consistently, since honey contains high isomaltose content, mice fed IMO and honey displayed an increased relative abundance of Prevotella in the colon. In conclusion, both in vitro systems and a mouse model were used to demonstrate that IMO maintains the Prevotella enterotype. This result provides insight into the nutritional requirements underlying gut enterotype formation. IMPORTANCE The Prevotella enterotype type is a human traditional enterotype with high dietary fiber intake, which is related to healthy ageing and Parkinson's disease development. Manipulations of the dwelled gut microbes by dietary isomalto-oligosaccharides efficiently sustained Prevotella type enterotypes, indicating that it can be used in the improvement of elderly health by increasing the gut transit time.
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Affiliation(s)
- Junkui Chen
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, People’s Republic of China
| | - Zhengpeng Li
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing, People’s Republic of China
| | - Xiaofan Wang
- Department of Animal Science, Division of Agriculture, University of Arkansas, Fayetteville, Arkansas, USA
| | - Bin Fan
- Department of Critical Care Medicine, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, People’s Republic of China
| | - Feilong Deng
- Department of Animal Science, Division of Agriculture, University of Arkansas, Fayetteville, Arkansas, USA
| | - Hongwei D.Yu
- Department of Biomedical Sciences, Marshall University, Huntington, West Virginia, USA
| | - Xiaolei Ze
- BYHEALTH CO., Ltd., Guangzhou, People’s Republic of China
| | - Liying Zhu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, People’s Republic of China
| | - Yeshi Yin
- Hunan University of Science and Engineering, Yongzhou, Hunan, People’s Republic of China
| | - Yanhong Chen
- Laboratory Animal Center of Zhejiang University, Hangzhou, People’s Republic of China
| | - Jiangchao Zhao
- Department of Animal Science, Division of Agriculture, University of Arkansas, Fayetteville, Arkansas, USA
| | - Yunsheng Yang
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing, People’s Republic of China
| | - Xin Wang
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, People’s Republic of China
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20
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Huh JW, Kim MJ, Kim J, Lee HG, Ryoo SB, Ku JL, Jeong SY, Park KJ, Kim D, Kim JF, Park JW. Enterotypical Prevotella and three novel bacterial biomarkers in preoperative stool predict the clinical outcome of colorectal cancer. Microbiome 2022; 10:203. [PMID: 36443754 PMCID: PMC9703702 DOI: 10.1186/s40168-022-01388-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 10/10/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND A significant proportion of colorectal cancer (CRC) patients suffer from early recurrence and progression after surgical treatment. Although the gut microbiota is considered as a key player in the initiation and progression of CRC, most prospective studies have been focused on a particular pathobionts such as Fusobacterium nucleatum. Here, we aimed to identify novel prognostic bacteria for CRC by examining the preoperative gut microbiota through 16S ribosomal RNA gene sequencing. RESULTS We collected stool samples from 333 patients with primary CRC within 2 weeks before surgery and followed up the patients for a median of 27.6 months for progression and 43.6 months for survival. The sequence and prognosis data were assessed using the log-rank test and multivariate Cox proportional hazard analysis. The gut microbiota was associated with the clinical outcomes of CRC patients (Pprogress = 0.011, Pdecease = 0.007). In particular, the high abundance of Prevotella, a representative genus of human enterotypes, indicated lower risks of CRC progression (P = 0.026) and decease (P = 0.0056), while the occurrence of Alistipes assigned to Bacteroides sp., Pyramidobacter piscolens, Dialister invisus, and Fusobacterium nucleatum indicated a high risk of progression. A microbiota-derived hazard score considering the five prognostic bacteria accurately predicted CRC progression in 1000 random subsamples; it outperformed widely accepted clinical biomarkers such as carcinoembryonic antigen and lymphatic invasion, after adjustment for the clinicopathological stage (adjusted HR 2.07 [95% CI, 1.61-2.64], P = 7.8e-9, C-index = 0.78). PICRUSt2 suggested that microbial pathways pertaining to thiamine salvage and L-histidine degradation underlie the different prognoses. CONCLUSIONS The enterotypical genus Prevotella was demonstrated to be useful in improving CRC prognosis, and combined with the four pathobionts, our hazard score based on the gut microbiota should provide an important asset in predicting medical outcomes for CRC patients. Video Abstract.
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Affiliation(s)
- Ji-Won Huh
- Department of Systems Biology, Division of Life Sciences, and Institute for Life Science and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Min Jung Kim
- Division of Colorectal Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Jaesik Kim
- Department of Computer Engineering, Ajou University, Suwon, Republic of Korea
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Hyeon Gwon Lee
- Department of Systems Biology, Division of Life Sciences, and Institute for Life Science and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Seung-Bum Ryoo
- Division of Colorectal Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ja-Lok Ku
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seung-Yong Jeong
- Division of Colorectal Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Kyu Joo Park
- Division of Colorectal Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Dokyoon Kim
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, USA
| | - Jihyun F Kim
- Department of Systems Biology, Division of Life Sciences, and Institute for Life Science and Biotechnology, Yonsei University, Seoul, Republic of Korea.
- Microbiome Initiative, Yonsei University, Seoul, Republic of Korea.
| | - Ji Won Park
- Division of Colorectal Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea.
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Cobo F, Lara-Oya A, Correa I, Rodríguez-Guerrero E, Pérez-Carrasco V, García-Salcedo JA, Navarro-Marí JM. Two rare cases of pleural infection due to Prevotella species. Rev Esp Quimioter 2022; 35:503-505. [PMID: 35822416 PMCID: PMC9548070 DOI: 10.37201/req/046.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- F Cobo
- Fernando Cobo, Department of Microbiology, Hospital Virgen de las Nieves, Avda Fuerzas Armadas, 2 18014 Granada, Spain.
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22
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Huang X, Chen X, Gong X, Xu Y, Xu Z, Gao X. Characteristics of salivary microbiota in children with obstructive sleep apnea: A prospective study with polysomnography. Front Cell Infect Microbiol 2022; 12:945284. [PMID: 36105146 PMCID: PMC9465092 DOI: 10.3389/fcimb.2022.945284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectivesThe present study aimed to investigate the characteristics of salivary microbiota of children with obstructive sleep apnea (OSA) and to assess longitudinal alterations in salivary microbiota before and after adenotonsillectomy.MethodsA set of cross-sectional samples consisted of 36 OSA children (17 boys and 19 girls, 7.47 ± 2.24 years old) and 22 controls (9 boys and 13 girls, 7.55 ± 2.48 years old) were included in the study, among which eight OSA children (five boys and three girls, 8.8 ± 2.0 years old) who underwent treatment of adenotonsillectomy were followed up after 1 year. Saliva samples were collected, and microbial profiles were analyzed by bioinformatics analysis based on 16S rRNA sequencing.ResultsIn cross-sectional samples, the OSA group had higher α-diversity as estimated by Chao1, Shannon, Simpson, Pielou_e, and observed species as compared with the control group (p < 0.05). β-Diversity based on the Bray–Curtis dissimilarities (p = 0.004) and Jaccard distances (p = 0.001) revealed a significant separation between the OSA group and control group. Nested cross-validated random forest classifier identified the 10 most important genera (Lactobacillus, Escherichia, Bifidobacterium, Capnocytophaga, Bacteroidetes_[G-7], Parvimonas, Bacteroides, Klebsiella, Lautropia, and Prevotella) that could differentiate OSA children from controls with an area under the curve (AUC) of 0.94. Linear discriminant analysis effect size (LEfSe) analysis revealed a significantly higher abundance of genera such as Prevotella (p = 0.027), Actinomyces (p = 0.015), Bifidobacterium (p < 0.001), Escherichia (p < 0.001), and Lactobacillus (p < 0.001) in the OSA group, among which Prevotella was further corroborated in longitudinal samples. Prevotella sp_HMT_396 was found to be significantly enriched in the OSA group (p = 0.02) with significantly higher levels as OSA severity increased (p = 0.014), and it had a lower abundance in the post-treatment group (p = 0.003) with a decline in each OSA child 1 year after adenotonsillectomy.ConclusionsA significantly higher microbial diversity and a significant difference in microbial composition and abundance were identified in salivary microbiota of OSA children compared with controls. Meanwhile, some characteristic genera (Prevotella, Actinomyces, Lactobacillus, Escherichia, and Bifidobacterium) were found in OSA children, among which the relationship between Prevotella spp. and OSA is worth further studies.
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Affiliation(s)
- Xin Huang
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, China
| | - Xuehui Chen
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, China
| | - Xu Gong
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, China
| | - Ying Xu
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, China
| | - Zhifei Xu
- Department of Respiratory Medicine, Beijing Children’s Hospital, Capital Medical University, National Center for Children’s Health, Beijing, China
- *Correspondence: Xuemei Gao,
| | - Xuemei Gao
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, China
- *Correspondence: Xuemei Gao,
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Maaloum M, Afouda P, Lo CI, Dubourg G, Nguyen TT, Levasseur A, Saile R, Raoult D, Fournier PE. Prevotella merdae sp. nov., a new bacterial species isolated from human faeces. FEMS Microbiol Lett 2022; 369:6677973. [PMID: 36029281 DOI: 10.1093/femsle/fnac066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 06/13/2022] [Accepted: 08/25/2022] [Indexed: 11/12/2022] Open
Abstract
Strain Marseille-P4119T was isolated from a faecal sample of a healthy 32-year-old faecal transplant donor. The bacterium was anaerobic, Gram-negative, rod-shaped, non-motile and did not produce spores. We studied its phenotypic characteristics and sequenced its whole genome. The major fatty acids were C15:0 anteiso and C15:0 iso. The final genome assembly was 3912 650 bp long with a 44.4 mol% G + C content, 3094 protein-coding genes and 74 RNA genes. Strain Marseille-P4119T exhibited a 97.10% 16S rRNA sequence identity and a 29.0% dDDH with Prevotella stercorea CB35T, OrthoANI values ranged from 68.5% with Prevotella enoeca to 77.4% with Prevotella stercorea, the phylogenetically closest bacterial species with standing in nomenclature. Based on the phylogenetic, phenotypic and genomic analyses, we propose the creation of the novel species Prevotella merdae sp. nov. The type strain is Marseille-P4119T ( = CSUR P4119T = CECT 9566T).
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Affiliation(s)
- Mossaab Maaloum
- IRD, AP-HM, SSA, VITROME, Aix-Marseille University, Marseille 13005, France
- Faculty of Sciences Ben M'sik, Laboratory of Biology and Health, Hassan II university of Casablanca, Morocco 20670, Morocco
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Pamela Afouda
- IRD, APHM, MEPHI, IHU-Méditerranée Infection, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Cheikh Ibrahima Lo
- IRD, AP-HM, SSA, VITROME, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Gregory Dubourg
- IRD, APHM, MEPHI, IHU-Méditerranée Infection, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Thi Tien Nguyen
- IRD, APHM, MEPHI, IHU-Méditerranée Infection, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Anthony Levasseur
- IRD, APHM, MEPHI, IHU-Méditerranée Infection, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Rachid Saile
- Faculty of Sciences Ben M'sik, Laboratory of Biology and Health, Hassan II university of Casablanca, Morocco 20670, Morocco
| | - Didier Raoult
- IRD, APHM, MEPHI, IHU-Méditerranée Infection, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
| | - Pierre-Edouard Fournier
- IRD, AP-HM, SSA, VITROME, Aix-Marseille University, Marseille 13005, France
- IHU-Méditerranée Infection, Marseille 13005, France
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Severgnini M, Morselli S, Camboni T, Ceccarani C, Laghi L, Zagonari S, Patuelli G, Pedna MF, Sambri V, Foschi C, Consolandi C, Marangoni A. A Deep Look at the Vaginal Environment During Pregnancy and Puerperium. Front Cell Infect Microbiol 2022; 12:838405. [PMID: 35656029 PMCID: PMC9152327 DOI: 10.3389/fcimb.2022.838405] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 04/21/2022] [Indexed: 11/13/2022] Open
Abstract
A deep comprehension of the vaginal ecosystem may hold promise for unraveling the pathophysiology of pregnancy and may provide novel biomarkers to identify subjects at risk of maternal-fetal complications. In this prospective study, we assessed the characteristics of the vaginal environment in a cohort of pregnant women throughout their different gestational ages and puerperium. Both the vaginal bacterial composition and the vaginal metabolic profiles were analyzed. A total of 63 Caucasian women with a successful pregnancy and 9 subjects who had a first trimester miscarriage were enrolled. For the study, obstetric examinations were scheduled along the three trimester phases (9-13, 20-24, 32-34 gestation weeks) and puerperium (40-55 days after delivery). Two vaginal swabs were collected at each time point, to assess the vaginal microbiome profiling (by Nugent score and 16S rRNA gene sequencing) and the vaginal metabolic composition (1H-NMR spectroscopy). During pregnancy, the vaginal microbiome underwent marked changes, with a significant decrease in overall diversity, and increased stability. Over time, we found a significant increase of Lactobacillus and a decrease of several genera related to bacterial vaginosis (BV), such as Prevotella, Atopobium and Sneathia. It is worth noting that the levels of Bifidobacterium spp. tended to decrease at the end of pregnancy. At the puerperium, a significantly lower content of Lactobacillus and higher levels of Gardnerella, Prevotella, Atopobium, and Streptococcus were observed. Women receiving an intrapartum antibiotic prophylaxis for Group B Streptococcus (GBS) were characterized by a vaginal abundance of Prevotella compared to untreated women. Analysis of bacterial relative abundances highlighted an increased abundance of Fusobacterium in women suffering a first trimester abortion, at all taxonomic levels. Lactobacillus abundance was strongly correlated with higher levels of lactate, sarcosine, and many amino acids (i.e., isoleucine, leucine, phenylalanine, valine, threonine, tryptophan). Conversely, BV-associated genera, such as Gardnerella, Atopobium, and Sneathia, were related to amines (e.g., putrescine, methylamine), formate, acetate, alcohols, and short-chain fatty-acids (i.e., butyrate, propionate).
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Affiliation(s)
- Marco Severgnini
- Institute of Biomedical Technologies – National Research Council, Milan, Italy
| | - Sara Morselli
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Tania Camboni
- Institute of Biomedical Technologies – National Research Council, Milan, Italy
| | - Camilla Ceccarani
- Institute of Biomedical Technologies – National Research Council, Milan, Italy
| | - Luca Laghi
- Department of Agricultural and Food Sciences, University of Bologna, Cesena, Italy
| | | | | | | | - Vittorio Sambri
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
- Unit of Microbiology, Greater Romagna Hub Laboratory, Cesena, Italy
| | - Claudio Foschi
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Clarissa Consolandi
- Institute of Biomedical Technologies – National Research Council, Milan, Italy
| | - Antonella Marangoni
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
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Li F, Feng Y, Liu H, Kong D, Hsueh CY, Shi X, Wu Q, Li W, Wang J, Zhang Y, Dai C. Gut Microbiome and Metabolome Changes in Mice With Acute Vestibular Deficit. Front Cell Infect Microbiol 2022; 12:821780. [PMID: 35444956 PMCID: PMC9013912 DOI: 10.3389/fcimb.2022.821780] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 02/18/2022] [Indexed: 11/13/2022] Open
Abstract
Vestibular deficit is a very common disorder in clinical practice and is characterized by vertigo, spontaneous nystagmus, and autonomic nervous symptoms, including nausea, vomiting, and sweating. In addition, the comorbidity of vestibular deficit and anxiety has long been an integral component of the medical literature. Previous studies have suggested that the mechanisms underlying this comorbidity involved overlap of vestibular and cerebellar networks. Emerging evidence has shown that the microbiota–gut–brain axis plays a key role in the regulation of affective disorders. Thus, we hypothesized that the gut microbiota may be involved in the comorbidity of vestibular deficit and anxiety. To verify this, we constructed a unilateral labyrinthectomy mouse model to simulate vestibular deficit. Then, 16S rRNA gene sequencing and liquid chromatography–mass spectrometry (LC-MS) were used to analyze the microbiome and metabolome of the cecal samples collected from mice in the unilateral labyrinthectomy, sham surgery, and control groups. Notably, unilateral labyrinthectomy shaped the composition of the mouse gut microbiome, resulting in increased abundance of Lachnospiraceae NK4A136 group, Odoribacter and Roseburia and decreased abundance of Prevotella and Parasutterella at the genus level. Tax4Fun functional prediction indicated a decrease in tryptophan metabolism in mice in the unilateral labyrinthectomy group. Moreover, functional correlation of changes in gut microbes and metabolites between different groups showed that the oleamide level was negatively correlated with Odoribacter abundance (r = -0.89, p = 0.0002). The butyric acid level was positively correlated with Parasutterella abundance (r = 0.85, p = 0.0010). The propanoate level was negatively correlated with Prevotella abundance (r = -0.81, p = 0.0020). The 20-HETE level was positively correlated with Parasutterella abundance (r = 0.84, p = 0.0013). The altered microbes and metabolites were closely related to the pathogenesis of affective disorders. Our results not only offer novel insights into the vestibular deficit comorbid with anxiety but also build an important basis for future research on this etiology.
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Affiliation(s)
- Feitian Li
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Yisi Feng
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Hongyan Liu
- Department of Otolaryngology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Dedi Kong
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Chi-Yao Hsueh
- Department of Head and Neck Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Xunbei Shi
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Qianru Wu
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Wei Li
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Jing Wang
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Yibo Zhang
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Chunfu Dai
- Department of Otology and Skull Base Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- Key Laboratory of Hearing Medicine, Ministry of Health, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- *Correspondence: Chunfu Dai,
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de Goffau MC, Jallow AT, Sanyang C, Prentice AM, Meagher N, Price DJ, Revill PA, Parkhill J, Pereira DIA, Wagner J. Gut microbiomes from Gambian infants reveal the development of a non-industrialized Prevotella-based trophic network. Nat Microbiol 2022; 7:132-144. [PMID: 34972822 PMCID: PMC8727306 DOI: 10.1038/s41564-021-01023-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 11/11/2021] [Indexed: 02/07/2023]
Abstract
Distinct bacterial trophic networks exist in the gut microbiota of individuals in industrialized and non-industrialized countries. In particular, non-industrialized gut microbiomes tend to be enriched with Prevotella species. To study the development of these Prevotella-rich compositions, we investigated the gut microbiota of children aged between 7 and 37 months living in rural Gambia (616 children, 1,389 stool samples, stratified by 3-month age groups). These infants, who typically eat a high-fibre, low-protein diet, were part of a double-blind, randomized iron intervention trial (NCT02941081) and here we report the secondary outcome. We found that child age was the largest discriminating factor between samples and that anthropometric indices (collection time points, season, geographic collection site, and iron supplementation) did not significantly influence the gut microbiome. Prevotella copri, Faecalibacterium prausnitzii and Prevotella stercorea were, on average, the most abundant species in these 1,389 samples (35%, 11% and 7%, respectively). Distinct bacterial trophic network clusters were identified, centred around either P. stercorea or F. prausnitzii and were found to develop steadily with age, whereas P. copri, independently of other species, rapidly became dominant after weaning. This dataset, set within a critical gut microbial developmental time frame, provides insights into the development of Prevotella-rich gut microbiomes, which are typically understudied and are underrepresented in western populations.
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Affiliation(s)
- Marcus C de Goffau
- Parasites and Microbes, Wellcome Sanger Institute, Cambridge, UK
- Department of Vascular Medicine, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Amadou T Jallow
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Chilel Sanyang
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Andrew M Prentice
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Niamh Meagher
- Department of Infectious Diseases at the Doherty Institute for Infection & Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
- Centre for Epidemiology & Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, Australia
| | - David J Price
- Department of Infectious Diseases at the Doherty Institute for Infection & Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
- Centre for Epidemiology & Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, Australia
| | - Peter A Revill
- Victorian Infectious Disease Reference Laboratory, the Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia
| | - Julian Parkhill
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Dora I A Pereira
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Banjul, The Gambia
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Josef Wagner
- Parasites and Microbes, Wellcome Sanger Institute, Cambridge, UK.
- Victorian Infectious Disease Reference Laboratory, the Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia.
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Prasoodanan P K V, Sharma AK, Mahajan S, Dhakan DB, Maji A, Scaria J, Sharma VK. Western and non-western gut microbiomes reveal new roles of Prevotella in carbohydrate metabolism and mouth-gut axis. NPJ Biofilms Microbiomes 2021; 7:77. [PMID: 34620880 PMCID: PMC8497558 DOI: 10.1038/s41522-021-00248-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 09/09/2021] [Indexed: 01/22/2023] Open
Abstract
The abundance and diversity of host-associated Prevotella species have a profound impact on human health. To investigate the composition, diversity, and functional roles of Prevotella in the human gut, a population-wide analysis was carried out on 586 healthy samples from western and non-western populations including the largest Indian cohort comprising of 200 samples, and 189 Inflammatory Bowel Disease samples from western populations. A higher abundance and diversity of Prevotella copri species enriched in complex plant polysaccharides metabolizing enzymes, particularly pullulanase containing polysaccharide-utilization-loci (PUL), were found in Indian and non-western populations. A higher diversity of oral inflammations-associated Prevotella species and an enrichment of virulence factors and antibiotic resistance genes in the gut microbiome of western populations speculates an existence of a mouth-gut axis. The study revealed the landscape of Prevotella composition in the human gut microbiome and its impact on health in western and non-western populations.
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Affiliation(s)
- Vishnu Prasoodanan P K
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Ashok K Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
- Department of Animal Science, Department of Food Science and Nutrition, University of Minnesota, Saint Paul, MN, 55455, USA
| | - Shruti Mahajan
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Darshan B Dhakan
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
- Behaviour and Metabolism Laboratory, Champalimaud Research, Champalimaud Centre for the Unknown, Lisbon, 1400-038, Lisboa, Portugal
| | - Abhijit Maji
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
- Animal Disease Research & Diagnostic Laboratory, South Dakota State University, Brookings, SD, 57007, USA
| | - Joy Scaria
- Animal Disease Research & Diagnostic Laboratory, South Dakota State University, Brookings, SD, 57007, USA
| | - Vineet K Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India.
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Zhao Z, Woloszynek S, Agbavor F, Mell JC, Sokhansanj BA, Rosen GL. Learning, visualizing and exploring 16S rRNA structure using an attention-based deep neural network. PLoS Comput Biol 2021; 17:e1009345. [PMID: 34550967 PMCID: PMC8496832 DOI: 10.1371/journal.pcbi.1009345] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/07/2021] [Accepted: 08/12/2021] [Indexed: 01/04/2023] Open
Abstract
Recurrent neural networks with memory and attention mechanisms are widely used in natural language processing because they can capture short and long term sequential information for diverse tasks. We propose an integrated deep learning model for microbial DNA sequence data, which exploits convolutional neural networks, recurrent neural networks, and attention mechanisms to predict taxonomic classifications and sample-associated attributes, such as the relationship between the microbiome and host phenotype, on the read/sequence level. In this paper, we develop this novel deep learning approach and evaluate its application to amplicon sequences. We apply our approach to short DNA reads and full sequences of 16S ribosomal RNA (rRNA) marker genes, which identify the heterogeneity of a microbial community sample. We demonstrate that our implementation of a novel attention-based deep network architecture, Read2Pheno, achieves read-level phenotypic prediction. Training Read2Pheno models will encode sequences (reads) into dense, meaningful representations: learned embedded vectors output from the intermediate layer of the network model, which can provide biological insight when visualized. The attention layer of Read2Pheno models can also automatically identify nucleotide regions in reads/sequences which are particularly informative for classification. As such, this novel approach can avoid pre/post-processing and manual interpretation required with conventional approaches to microbiome sequence classification. We further show, as proof-of-concept, that aggregating read-level information can robustly predict microbial community properties, host phenotype, and taxonomic classification, with performance at least comparable to conventional approaches. An implementation of the attention-based deep learning network is available at https://github.com/EESI/sequence_attention (a python package) and https://github.com/EESI/seq2att (a command line tool).
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Affiliation(s)
- Zhengqiao Zhao
- Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Department of Electrical and Computer Engineering, College of Engineering, Drexel University, Philadelphia, Pennsylvania, United States of America
| | - Stephen Woloszynek
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Felix Agbavor
- School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, Pennsylvania, United States of America
| | - Joshua Chang Mell
- College of Medicine, Drexel University, Philadelphia, Pennsylvania, United States of America
| | - Bahrad A. Sokhansanj
- Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Department of Electrical and Computer Engineering, College of Engineering, Drexel University, Philadelphia, Pennsylvania, United States of America
| | - Gail L. Rosen
- Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Department of Electrical and Computer Engineering, College of Engineering, Drexel University, Philadelphia, Pennsylvania, United States of America
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Chen C, Fang S, Wei H, He M, Fu H, Xiong X, Zhou Y, Wu J, Gao J, Yang H, Huang L. Prevotella copri increases fat accumulation in pigs fed with formula diets. Microbiome 2021; 9:175. [PMID: 34419147 PMCID: PMC8380364 DOI: 10.1186/s40168-021-01110-0] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 06/03/2021] [Indexed: 05/04/2023]
Abstract
BACKGROUND Excessive fat accumulation of pigs is undesirable, as it severely affects economic returns in the modern pig industry. Studies in humans and mice have examined the role of the gut microbiome in host energy metabolism. Commercial Duroc pigs are often fed formula diets with high energy and protein contents. Whether and how the gut microbiome under this type of diet regulates swine fat accumulation is largely unknown. RESULTS In the present study, we systematically investigated the correlation of gut microbiome with pig lean meat percentage (LMP) in 698 commercial Duroc pigs and found that Prevotella copri was significantly associated with fat accumulation of pigs. Fat pigs had significantly higher abundance of P. copri in the gut. High abundance of P. copri was correlated with increased concentrations of serum metabolites associated with obesity, e.g., lipopolysaccharides, branched chain amino acids, aromatic amino acids, and the metabolites of arachidonic acid. Host intestinal barrier permeability and chronic inflammation response were increased. A gavage experiment using germ-free mice confirmed that the P. copri isolated from experimental pigs was a causal species increasing host fat accumulation and altering serum metabolites. Colon, adipose tissue, and muscle transcriptomes in P. copri-gavaged mice indicated that P. copri colonization activated host chronic inflammatory responses through the TLR4 and mTOR signaling pathways and significantly upregulated the expression of the genes related to lipogenesis and fat accumulation, but attenuated the genes associated with lipolysis, lipid transport, and muscle growth. CONCLUSIONS Taken together, the results proposed that P. copri in the gut microbial communities of pigs fed with commercial formula diets activates host chronic inflammatory responses by the metabolites through the TLR4 and mTOR signaling pathways, and increases host fat deposition significantly. The results provide fundamental knowledge for reducing fat accumulation in pigs through regulating the gut microbial composition. Video Abstract.
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Affiliation(s)
- Congying Chen
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Shaoming Fang
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Hong Wei
- State Key Laboratory of Agricultural Microbiology, College of Animal Sciences and Technology, Huazhong Agricultural University, Wuhan, 430070 China
| | - Maozhang He
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Hao Fu
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Xinwei Xiong
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Yunyan Zhou
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Jinyuan Wu
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Jun Gao
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Hui Yang
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
| | - Lusheng Huang
- State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045 People’s Republic of China
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Huang F, Sardari RRR, Jasilionis A, Böök O, Öste R, Rascón A, Heyman‐Lindén L, Holst O, Karlsson EN. Cultivation of the gut bacterium Prevotella copri DSM 18205 T using glucose and xylose as carbon sources. Microbiologyopen 2021; 10:e1213. [PMID: 34180602 PMCID: PMC8236902 DOI: 10.1002/mbo3.1213] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 05/28/2021] [Accepted: 06/01/2021] [Indexed: 12/15/2022] Open
Abstract
Prevotella copri DSM18205T is a human gut bacterium, suggested as a next-generation probiotic. To utilize it as such, it is, however, necessary to grow the species in a reproducible manner. Prevotella copri has previously been reported to be highly sensitive to oxygen, and hence difficult to isolate and cultivate. This study presents successful batch cultivation strategies for viable strain inoculations and growth in both serum bottles and a stirred tank bioreactor (STR), without the use of an anaerobic chamber, as long as the cells were kept in the exponential growth phase. A low headspace volume in the STR was important to reach high cell density. P. copri utilized xylose cultivated in Peptone Yeast Xylose medium (PYX medium), resulting in a comparable growth rate and metabolite production as in Peptone Yeast Glucose medium (PYG medium) in batch cultivations at pH 7.2.Up to 5 g/L of the carbon source was consumed, leading to the production of succinic acid, acetic acid, and formic acid, and cell densities (OD620 nm ) in the range 6-7.5. The highest yield of produced succinic acid was 0.63 ± 0.05 g/g glucose in PYG medium cultivations and 0.88 ± 0.06 g/g xylose in PYX medium cultivations.
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Affiliation(s)
- Fang Huang
- Division of BiotechnologyDepartment of ChemistryLund UniversityLundSweden
- Aventure ABLundSweden
| | - Roya R. R. Sardari
- Division of BiotechnologyDepartment of ChemistryLund UniversityLundSweden
| | - Andrius Jasilionis
- Division of BiotechnologyDepartment of ChemistryLund UniversityLundSweden
| | | | | | - Ana Rascón
- Department of Food Technology, Engineering and NutritionLund UniversityLundSweden
| | | | - Olle Holst
- Division of BiotechnologyDepartment of ChemistryLund UniversityLundSweden
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López-García A, Benítez R, Núñez Y, Gómez-Izquierdo E, de Mercado E, García-Casco JM, González-Recio Ó, López-Bote C, Estellé J, Óvilo C. Influence of genetic background and dietary oleic acid on gut microbiota composition in Duroc and Iberian pigs. PLoS One 2021; 16:e0251804. [PMID: 34014992 PMCID: PMC8136687 DOI: 10.1371/journal.pone.0251804] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 05/03/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Phenotypic variability for productive and meat quality traits has been largely studied in Iberian pigs, especially in genetic selection and nutritional experiments. Complex interactions among genetic background, diet composition and gut microbiota hinder the correct assessment of each factor's contribution on phenotypes. In order to disentangle these interactions, we evaluated changes in gut microbiota composition comparing 48 Iberian and Duroc pigs fed diets with different energy source (standard diet with carbohydrates vs sunflower oil-enriched diet with high oleic acid content). RESULTS A higher richness was observed for Iberian pigs (p < 0.05) and compositional analysis was applied for beta-diversity, differential abundance and pairwise log-ratio analyses. We found significant differences in overall microbiota composition between breeds, and also between diets inside breeds, to a lesser extent. Differential abundance analysis revealed that Duroc animals have more proportion of Actinobacteria and Prevotella, while Iberian replace those microorganisms with other more variable taxa. According to dietary differences, high-oleic fed animals were richer in Prevotella. We also found microbial ratios capable of separating animals by breeds and diets, mostly related to Actinobacteria. CONCLUSION This study reveals that both genetic background and diet composition might have a relevant impact in gut microbiota composition. The application of compositional data analysis has facilitated the identification of microorganisms and ratios as possibly related to metabolic changes due to genetic background and, to a lower extent, to dietary changes. This may lead to a relevant progress in the knowledge of interactions between pig genetics, environment and gut microbiota.
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Affiliation(s)
| | - Rita Benítez
- Department of Animal Breeding, INIA, Madrid, Spain
| | | | | | | | | | | | | | - Jordi Estellé
- GABI, INRAE, AgroParisTech, Université Paris-Saclay, Jouy-en-Josas, France
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Shalin TV, Jnana A, Sriranjin SJ, Tanwar AS, Brand A, Murali TS, Satyamoorthy K, Gangadharan GG. Exploring the signature gut and oral microbiome in individuals of specific Ayurveda prakriti. J Biosci 2021; 46:54. [PMID: 34148877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
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.
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Copeland JK, Chao G, Vanderhout S, Acton E, Wang PW, Benchimol EI, El-Sohemy A, Croitoru K, Gommerman JL, Guttman DS. The Impact of Migration on the Gut Metagenome of South Asian Canadians. Gut Microbes 2021; 13:1-29. [PMID: 33794735 PMCID: PMC8023248 DOI: 10.1080/19490976.2021.1902705] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 03/01/2021] [Accepted: 03/04/2021] [Indexed: 02/04/2023] Open
Abstract
South Asian (SA) Canadian immigrants have a higher risk of developing certain immune-mediated inflammatory diseases compared to non-migrant SAs. We sought to investigate the effect of migration on the gut metagenome and to identify microbiological associations between migration and conditions that may influence the development of immune-mediated inflammatory diseases. Metagenomic analysis of 58 first-generation (GEN1) SA immigrants and 38 unrelated Canadian born children-of-immigrants (GEN2) determined that the time lived in Canada was associated with continued changes in gut microbial communities. Migration of GEN1 to Canada early in life results in a gut community with similarities to GEN2 SA Canadians and non-SA North Americans. Conversely, GEN1 immigrants who arrived recently to Canada exhibited pronounced differences from GEN2, while displaying microbial similarities to a non-migrating SA cohort. Multivariate analysis identified that community composition was primarily influenced by high abundance taxa. Prevotella copri dominated in GEN1 and non-migrant SAs. Clostridia and functionally related Bacteroidia spp. replaced P. copri dominance over generations in Canada. Mutually exclusive Dialister species occurred at differing relative abundances over time and generations in Canada. This shift in species composition is accompanied by a change in genes associated with carbohydrate utilization and short-chain fatty acid production. Total energy derived from carbohydrates compared to protein consumption was significantly higher for GEN1 recent immigrants, which may influence the functional requirements of the gut community. This study demonstrates the associations between migration and the gut microbiome, which may be further associated with the altered risk of immune-mediated inflammatory diseases observed for SA Canadians.
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Affiliation(s)
- Julia K. Copeland
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, CA, Canada
| | - Gary Chao
- Department of Immunology, University of Toronto, Toronto, CA, Canada
| | - Shelley Vanderhout
- Nutrigenomix, Department of Nutritional Sciences, University of Toronto, Toronto, CA, Canada
| | - Erica Acton
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, CA, Canada
| | - Pauline W. Wang
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, CA, Canada
- Department of Cell and Systems Biology, University of Toronto, Toronto, CA, Canada
| | - Eric I. Benchimol
- Department of Pediatrics, and School of Epidemiology and Public Health, University of Ottawa, Ottawa, CA, Canada
| | - Ahmed El-Sohemy
- Department of Nutritional Sciences, University of Toronto, Toronto, CA, Canada
| | - Ken Croitoru
- Department of Medicine, University of Toronto and Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, CA, Canada
| | | | - David S. Guttman
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, CA, Canada
- Department of Cell and Systems Biology, University of Toronto, Toronto, CA, Canada
| | - the GEMINI Research Team
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, CA, Canada
- Department of Immunology, University of Toronto, Toronto, CA, Canada
- Nutrigenomix, Department of Nutritional Sciences, University of Toronto, Toronto, CA, Canada
- Department of Cell and Systems Biology, University of Toronto, Toronto, CA, Canada
- Department of Pediatrics, and School of Epidemiology and Public Health, University of Ottawa, Ottawa, CA, Canada
- Department of Nutritional Sciences, University of Toronto, Toronto, CA, Canada
- Department of Medicine, University of Toronto and Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, CA, Canada
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Abstract
With increasing attention being paid to improving emotional well-being, recent evidence points to gut microbiota as a key player in regulating mental and physical health via bidirectional communication between the brain and gut. Here, we examine the association between emotional well-being and gut microbiome profiles (i.e., gut microbiome composition, diversity, and the moderating role of the enterotypes) among healthy Korean adults (n = 83, mean age = 48.9, SD = 13.2). The research was performed using high-throughput 16S rRNA gene sequencing to obtain gut microbiome profiles, as well as a self-report survey that included the Positive Affect Negative Affect Schedule (PANAS). The cluster-based analysis identified two enterotypes dominated by the genera Bacteroides (n = 49) and Prevotella (n = 34). Generalized linear regression analysis reveals significant associations between positive emotion and gut microbiome diversity (Shannon Index) among participants in the Prevotella dominant group, whereas no such relationship emerged among participants in the Bacteroides group. Moreover, a novel genus from the family Lachnospiraceae is associated with emotional well-being scores, both positive and negative. Together, the current findings highlight the enterotype-specific links between the gut microbiota community and emotion in healthy adults and suggest the possible roles of the gut microbiome in promoting mental health.
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Affiliation(s)
- Sung-Ha Lee
- Center for Happiness Studies, Seoul National University, Seoul, Republic of Korea
| | | | | | - Namil Kim
- ChunLab, Inc., Seoul, Republic of Korea
| | - Uigi Min
- ChunLab, Inc., Seoul, Republic of Korea
| | - Jongsik Chun
- ChunLab, Inc., Seoul, Republic of Korea.
- School of Biological Sciences, Institute of Molecular Biology and Genetics, Seoul National University, Seoul, Republic of Korea.
| | - Incheol Choi
- Center for Happiness Studies, Seoul National University, Seoul, Republic of Korea.
- Department of Psychology, Seoul National University, Seoul, Republic of Korea.
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Wei PL, Hung CS, Kao YW, Lin YC, Lee CY, Chang TH, Shia BC, Lin JC. Classification of Changes in the Fecal Microbiota Associated with Colonic Adenomatous Polyps Using a Long-Read Sequencing Platform. Genes (Basel) 2020; 11:genes11111374. [PMID: 33233735 PMCID: PMC7699842 DOI: 10.3390/genes11111374] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/14/2020] [Accepted: 11/17/2020] [Indexed: 12/16/2022] Open
Abstract
The microbiota is the community of microorganisms that colonizes the oral cavity, respiratory tract, and gut of multicellular organisms. The microbiota exerts manifold physiological and pathological impacts on the organism it inhabits. A growing body of attention is being paid to host–microbiota interplay, which is highly relevant to the development of carcinogenesis. Adenomatous polyps are considered a common hallmark of colorectal cancer, the second leading cause of carcinogenesis-mediated death worldwide. In this study, we examined the relevance between targeted operational taxonomic units and colonic polyps using short- and long-read sequencing platforms. The gut microbiota was assessed in 132 clinical subjects, including 53 healthy participants, 36 patients with occult blood in the gut, and 43 cases with adenomatous polyps. An elevation in the relative abundance of Klebsiella pneumonia, Fusobacterium varium, and Fusobacterium mortiferum was identified in patients with adenomatous polyps compared with the other groups using long-read sequencing workflow. In contrast, the relatively high abundances of Blautia luti, Bacteroides plebeius, and Prevotella copri were characterized in the healthy groups. The diversities in gut microbiota communities were similar in all recruited samples. These results indicated that alterations in gut microbiota were characteristic of participants with adenomatous polyps, which might be relevant to the further development of CRC. These findings provide a potential contribution to the early prediction and interception of CRC occurrence.
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Affiliation(s)
- Po-Li Wei
- Division of Colorectal Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei Medical University, Taipei 110, Taiwan;
- Cancer Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei 110, Taiwan
- Translational Laboratory, Department of Medical Research, Taipei Medical University Hospital, Taipei Medical University, Taipei 110, Taiwan
- Department of Surgery, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Graduate Institute of Cancer Biology and Drug Discovery, Taipei Medical University, Taipei 110, Taiwan
| | - Ching-Sheng Hung
- College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan;
- Department of Laboratory Medicine, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
| | - Yi-Wei Kao
- Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, New Taipei City 242062, Taiwan;
| | - Ying-Chin Lin
- Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan;
- Department of Family Medicine, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
| | - Cheng-Yang Lee
- Office of Information Technology, Taipei Medical University, Taipei 106, Taiwan;
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 106, Taiwan;
| | - Tzu-Hao Chang
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 106, Taiwan;
| | - Ben-Chang Shia
- Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, New Taipei City 242062, Taiwan;
- Correspondence: (B.-C.S.); (J.-C.L.); Tel.: +886-2-2736-1661 (ext. 3330) (J.-C.L.)
| | - Jung-Chun Lin
- College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan;
- School of Medical Laboratory Science and Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan
- Pulmonary Research Center, Wan Fang Hospital, Taipei Medical University, Taipei 106, Taiwan
- Correspondence: (B.-C.S.); (J.-C.L.); Tel.: +886-2-2736-1661 (ext. 3330) (J.-C.L.)
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Ilhan ZE, Łaniewski P, Tonachio A, Herbst-Kralovetz MM. Members of Prevotella Genus Distinctively Modulate Innate Immune and Barrier Functions in a Human Three-Dimensional Endometrial Epithelial Cell Model. J Infect Dis 2020; 222:2082-2092. [PMID: 32515473 PMCID: PMC7661762 DOI: 10.1093/infdis/jiaa324] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 06/05/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Prevotella species are commonly isolated from the reproductive tract of women with obstetric/gynecologic health complications. However, contributions of this genus to changes in local microenvironment are not well characterized. Our objective was to evaluate species-specific effects of Prevotella on the human endometrial epithelium. METHODS Thirteen Prevotella strains, originally isolated from the human oral cavity, amniotic fluid, endometrium, or vagina (including women with bacterial vaginosis), were obtained from BEI and ATCC resources. Bacteria were evaluated in silico and in vitro using human endometrial epithelial cells (EEC) grown as monolayers or a 3-dimensional (3D) model. RESULTS Genomic characterization illustrated metabolic and phylogenetic diversity of Prevotella genus. Among tested species, P. disiens exhibited cytotoxicity. Scanning electron microscopy analysis of the 3D EEC model revealed species-specific colonization patterns and alterations of ultracellular structures. Infection with sialidase-producing P. timonensis resulted in elongated microvilli, and increased MUC3 and MUC4 expression. Infections with Prevotella species, including P. bivia, did not result in significant proinflammatory activation of EEC. CONCLUSIONS Collectively, findings indicate that Prevotella species are metabolically diverse and overall not cytotoxic or overtly inflammatory in EEC; however, these bacteria can form biofilms, alter barrier properties of the endometrial epithelium, and ultimately impact colonization of secondary colonizers.
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Affiliation(s)
- Zehra Esra Ilhan
- Department of Obstetrics and Gynecology, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Paweł Łaniewski
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Adriana Tonachio
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Melissa M Herbst-Kralovetz
- Department of Obstetrics and Gynecology, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
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Gong G, Zhou S, Luo R, Gesang Z, Suolang S. Metagenomic insights into the diversity of carbohydrate-degrading enzymes in the yak fecal microbial community. BMC Microbiol 2020; 20:302. [PMID: 33036549 PMCID: PMC7547465 DOI: 10.1186/s12866-020-01993-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 10/01/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Yaks are able to utilize the gastrointestinal microbiota to digest plant materials. Although the cellulolytic bacteria in the yak rumen have been reported, there is still limited information on the diversity of the major microorganisms and putative carbohydrate-metabolizing enzymes for the degradation of complex lignocellulosic biomass in its gut ecosystem. RESULTS Here, this study aimed to decode biomass-degrading genes and genomes in the yak fecal microbiota using deep metagenome sequencing. A comprehensive catalog comprising 4.5 million microbial genes from the yak feces were established based on metagenomic assemblies from 92 Gb sequencing data. We identified a full spectrum of genes encoding carbohydrate-active enzymes, three-quarters of which were assigned to highly diversified enzyme families involved in the breakdown of complex dietary carbohydrates, including 120 families of glycoside hydrolases, 25 families of polysaccharide lyases, and 15 families of carbohydrate esterases. Inference of taxonomic assignments to the carbohydrate-degrading genes revealed the major microbial contributors were Bacteroidaceae, Ruminococcaceae, Rikenellaceae, Clostridiaceae, and Prevotellaceae. Furthermore, 68 prokaryotic genomes were reconstructed and the genes encoding glycoside hydrolases involved in plant-derived polysaccharide degradation were identified in these uncultured genomes, many of which were novel species with lignocellulolytic capability. CONCLUSIONS Our findings shed light on a great diversity of carbohydrate-degrading enzymes in the yak gut microbial community and uncultured species, which provides a useful genetic resource for future studies on the discovery of novel enzymes for industrial applications.
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Affiliation(s)
- Ga Gong
- Department of Animal Science, Tibet Agricultural and Animal Husbandry College, Linzhi, Tibet, China
| | - Saisai Zhou
- Department of Animal Science, Tibet Agricultural and Animal Husbandry College, Linzhi, Tibet, China
| | - Runbo Luo
- Department of Animal Science, Tibet Agricultural and Animal Husbandry College, Linzhi, Tibet, China
| | - Zhuoma Gesang
- Animal Epidemic Prevention and Control Center of Tibet Autonomous Region, Lasa, Tibet, China
| | - Sizhu Suolang
- Department of Animal Science, Tibet Agricultural and Animal Husbandry College, Linzhi, Tibet, China.
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Alzate JF, Toro-Londoño M, Cabarcas F, Garcia-Montoya G, Galvan-Diaz A. Contrasting microbiota profiles observed in children carrying either Blastocystis spp. or the commensal amoebas Entamoeba coli or Endolimax nana. Sci Rep 2020; 10:15354. [PMID: 32948808 PMCID: PMC7501860 DOI: 10.1038/s41598-020-72286-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 08/19/2020] [Indexed: 12/12/2022] Open
Abstract
Recent studies have shown how intestinal parasites can modulate gut microbiota. This observation is not surprising since the human intestinal lumen, like any other niche, is a battlefield of microbial competition, and Eukaryotes can affect bacterial populations. Intestinal pathogenic protist has been associated with reshaping the microbial community structure; however, the interactions between the colonic bacterial communities and parasites like Blastocystis spp., Entamoeba coli, and Endolimax nana have been poorly studied. In this work, we studied the distal intestinal bacterial microbiota of 49 children attending 7 public daycare centers in Medellin, Colombia, and compared the bacterial microbiota structure in the presence or absence of the protists Blastocystis spp., E. coli, and E. nana. Parasite colonization was associated with an increase in bacterial richness. Moreover, Blastocystis spp. presented a positive relationship with Prevotella, since this bacterium was selectively enriched in children carrying it. Remarkably, the E. coli colonized children showed a microbial profile that was closer to uninfected controls, although some bacterial taxa displayed to be enriched. This is the case for Akkermansia, which showed to be favored in E. coli colonized individuals, while notably reduced in the Blastocystis spp. parasitized group.
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Affiliation(s)
- Juan F Alzate
- Departamento de Microbiología Y Parasitología, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
- Facultad de Medicina, Centro Nacional de Secuenciación genómica - CNSG, Sede de Investigación Universitaria - SIU, Universidad de Antioquia, Medellín, Colombia.
| | - Miguel Toro-Londoño
- Facultad de Medicina, Centro Nacional de Secuenciación genómica - CNSG, Sede de Investigación Universitaria - SIU, Universidad de Antioquia, Medellín, Colombia
| | - Felipe Cabarcas
- Facultad de Medicina, Centro Nacional de Secuenciación genómica - CNSG, Sede de Investigación Universitaria - SIU, Universidad de Antioquia, Medellín, Colombia
- Facultad de Ingeniería, Grupo Sistemic, Universidad de Antioquia, Medellín, Colombia
| | - Gisela Garcia-Montoya
- Departamento de Microbiología Y Parasitología, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Ana Galvan-Diaz
- Grupo de Microbiología Ambiental, Escuela de Microbiología, Universidad de Antioquia, Medellín, Colombia
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Zhang YB, Liu SJ, Hu ZD, Zhou JX, Wang YZ, Fang B, Wong KW, Xia F. Increased Th17 activation and gut microbiota diversity are associated with pembrolizumab-triggered tuberculosis. Cancer Immunol Immunother 2020; 69:2665-2671. [PMID: 32761425 DOI: 10.1007/s00262-020-02687-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 07/30/2020] [Indexed: 02/06/2023]
Abstract
INTRODUCTION A hypersensitivity response akin to immune reconstitution inflammatory syndrome (IRIS) has been proposed as a mechanism responsible for anti-PD-1 therapy-induced tuberculosis. IRIS is associated with enhanced activation of IL-17A-expressing CD4 + T cells (Th17). Gut microbiota is thought to be linked to pulmonary inflammation through the gut-lung axis. MATERIALS AND METHODS We used ImmuCellAI to investigate the T cell population in lung cancer and tuberculosis samples. Then, we applied flow cytometry to monitor the expression levels of the Th17 cell activation marker CD38 in the peripheral blood of a patient experiencing adverse events, including tuberculosis, in response to pembrolizumab. The gut microbiome was examined by 16S rRNA sequencing to examine the alterations caused by pembrolizumab. RESULTS The percentage of Th17 cells was increased in both lung cancer and tuberculosis. FACS analysis showed that pembrolizumab induced substantial CD38 expression in Th17 cells. The patient's fecal samples showed that the diversity of the gut microbiota was significantly increased in response to the pembrolizumab cycle. One enriched genus was Prevotella, which has previously been linked to lung inflammation and Th17 immune activation. DISCUSSION The observed Th17 activation in our patient was consistent with a role of Th17-mediated IRIS in pembrolizumab-triggered tuberculosis. Pembrolizumab might trigger airway inflammation with a Th17 phenotype through microbiota interactions in the gut-lung axis.
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Affiliation(s)
- Yun-Bin Zhang
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Shi-Jia Liu
- Department of Pulmonary Disease, PLA 905 Hospital, 9585 Humin Road, Shanghai, 200235, China
| | - Zhi-Dong Hu
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Ji-Xue Zhou
- Department of Pulmonary Disease, PLA 905 Hospital, 9585 Humin Road, Shanghai, 200235, China
| | - Yin-Zhen Wang
- Department of Pulmonary Disease, PLA 905 Hospital, 9585 Humin Road, Shanghai, 200235, China
| | - Bing Fang
- Department of Pulmonary Disease, PLA 905 Hospital, 9585 Humin Road, Shanghai, 200235, China
| | - Ka-Wing Wong
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Fudan University, Shanghai, China.
| | - Fan Xia
- Department of Pulmonary Disease, PLA 905 Hospital, 9585 Humin Road, Shanghai, 200235, China.
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Tng PYL, Carabajal Paladino L, Verkuijl SAN, Purcell J, Merits A, Leftwich PT, Fragkoudis R, Noad R, Alphey L. Cas13b-dependent and Cas13b-independent RNA knockdown of viral sequences in mosquito cells following guide RNA expression. Commun Biol 2020; 3:413. [PMID: 32737398 PMCID: PMC7395101 DOI: 10.1038/s42003-020-01142-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 07/09/2020] [Indexed: 12/26/2022] Open
Abstract
Aedes aegypti and Aedes albopictus mosquitoes are vectors of the RNA viruses chikungunya (CHIKV) and dengue that currently have no specific therapeutic treatments. The development of new methods to generate virus-refractory mosquitoes would be beneficial. Cas13b is an enzyme that uses RNA guides to target and cleave RNA molecules and has been reported to suppress RNA viruses in mammalian and plant cells. We investigated the potential use of the Prevotella sp. P5-125 Cas13b system to provide viral refractoriness in mosquito cells, using a virus-derived reporter and a CHIKV split replication system. Cas13b in combination with suitable guide RNAs could induce strong suppression of virus-derived reporter RNAs in insect cells. Surprisingly, the RNA guides alone (without Cas13b) also gave substantial suppression. Our study provides support for the potential use of Cas13b in mosquitoes, but also caution in interpreting CRISPR/Cas data as we show that guide RNAs can have Cas-independent effects.
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Affiliation(s)
- Priscilla Ying Lei Tng
- Arthropod Genetics, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK
- Pathobiology and Population Sciences, The Royal Veterinary College, Hawkshead Lane, Hertfordshire, AL9 7TA, UK
| | | | - Sebald Alexander Nkosana Verkuijl
- Arthropod Genetics, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK
- Department of Zoology, University of Oxford, 11a Mansfield Road, Oxford, OX1 3SZ, UK
| | - Jessica Purcell
- Arthropod Genetics, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK
- Vector Biology Department, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Andres Merits
- Institute of Technology, University of Tartu, Nooruse 1, Tartu, 50411, Estonia
| | - Philip Thomas Leftwich
- Arthropod Genetics, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| | - Rennos Fragkoudis
- Arbovirus Pathogenesis, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK
- The University of Nottingham, School of Veterinary Medicine and Science, Sutton Bonington, Loughborough, LE12 5RD, UK
| | - Rob Noad
- Pathobiology and Population Sciences, The Royal Veterinary College, Hawkshead Lane, Hertfordshire, AL9 7TA, UK
| | - Luke Alphey
- Arthropod Genetics, The Pirbright Institute, Ash Road, Pirbright, GU24 0NF, UK.
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Zhang L, Sun T, Zhu P, Sun Z, Li S, Li F, Zhang Y, Tan K, Lu J, Yuan R, Chen Z, Guo D, Guo Q, Teng F, Yang F. Quantitative Analysis of Salivary Oral Bacteria Associated with Severe Early Childhood Caries and Construction of Caries Assessment Model. Sci Rep 2020; 10:6365. [PMID: 32286402 PMCID: PMC7156402 DOI: 10.1038/s41598-020-63222-1] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 03/27/2020] [Indexed: 01/14/2023] Open
Abstract
To construct a saliva-based caries risk assessment model, saliva samples from 176 severe early childhood caries (S-ECC) children and 178 healthy (H) children were screened by real-time PCR-based quantification of the selected species, including Streptococcus mutans, Prevotella pallens, Prevotella denticola and Lactobacillus fermentum. Host factors including caries status, dmft indices, age, gender, and geographic origin were assessed in their influence on abundance of the targeted species, which revealed host caries status as the dominant factor, followed by dmft indices (both P < 0.01). Moreover, levels of S. mutans and P. denticola in the S-ECC group were significantly higher than those in the healthy group (P < 0.001 for S. mutans and P < 0.01 for P. denticola). Interestingly, the co-occurrence network of these targeted species in the S-ECC group differed from that from the healthy group. Finally, based on the combined change pattern of S. mutans and P. pallens, we constructed an S-ECC diagnosis model with an accuracy of 72%. This saliva-based caries diagnosis model is of potential value for circumstances where sampling dental plague is difficult.
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Affiliation(s)
- Lijuan Zhang
- School of Stomatology, Qingdao University, Qingdao, Shandong, 266003, China
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Tongzheng Sun
- Department of Stomatology, the Ninth People's Hospital of Qingdao, Qingdao, Shandong, 266071, China
| | - Pengfei Zhu
- Single-Cell Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong, 266101, China
| | - Zheng Sun
- Single-Cell Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong, 266101, China
| | - Shanshan Li
- School of Stomatology, Qingdao University, Qingdao, Shandong, 266003, China
| | - Fan Li
- School of Stomatology, Qingdao University, Qingdao, Shandong, 266003, China
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Ying Zhang
- School of Stomatology, Qingdao University, Qingdao, Shandong, 266003, China
| | - Kaixuan Tan
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Jie Lu
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Rongtao Yuan
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Zhenggang Chen
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Dawei Guo
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Qingyuan Guo
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China
| | - Fei Teng
- Single-Cell Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong, 266101, China.
| | - Fang Yang
- School of Stomatology, Qingdao University, Qingdao, Shandong, 266003, China.
- Stomatology Center, Qingdao Municipal Hospital, Qingdao, Shandong, 266071, China.
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Zhao X, Zhang Y, Guo R, Yu W, Zhang F, Wu F, Shang J. The Alteration in Composition and Function of Gut Microbiome in Patients with Type 2 Diabetes. J Diabetes Res 2020; 2020:8842651. [PMID: 33224990 PMCID: PMC7673948 DOI: 10.1155/2020/8842651] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 10/21/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Diabetes mellitus (DM) has become one of the most common chronic metabolic diseases worldwide. Due to the increasing prevalence and various complications, diabetes brings about a huge financial burden to DM patients. Nowadays, more and more studies reveal the relationship between diseases and gut microbial community. We aimed to explore the alteration in composition and function of the gut microbiome in T2DM patients. METHODS A total of 137 patients with diabetes and 179 age- and gender-matched healthy controls selected from the healthy people sample center in the First Affiliated Hospital of Zhengzhou University were divided into the DM group and the Con group, respectively. We collected their venous blood for laboratory tests and stool samples for 16S rRNA sequencing. The comparison between the two groups including both composition and function of the gut microbiome is presented. RESULTS We found that the α-diversity of bacterial taxa in the DM group had an evident decrease compared to that in the Con group. At the phylum level, the DM group had an obvious decrease of Bacteroidetes and a marked increase of Proteobacteria, Actinobacteria, and Verrucomicrobia. At the genus level, Bacteroides and Prevotella decreased the most while Escherichia-Shigella, Lachnospiraceae_incertae_sedis, Subdoligranulum, Enterococcus, and Klebsiella had different degrees of expansion in the DM group. The ROC based on 246 optimum OTUs had very high test efficiency with an AUC of 92.25% in the training set and 90.48% in the test set. As for prediction of metabolic function, the gut microbiome of DM patients was predicted to be more active in environmental information processing and human diseases but less in metabolism. CONCLUSION We observed alteration of composition and function of the gut microbiome in the DM group. These changes may provide a new treatment strategy for DM patients and new research targets.
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Affiliation(s)
- Xue Zhao
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
- Department of Nephrology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jingwuweiqi 324, Huaiyin District, Jinan, Shandong, China
| | - Yiding Zhang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
| | - Ruixue Guo
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
| | - Wei Yu
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
| | - Fanliang Zhang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
| | - Feng Wu
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
| | - Jin Shang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, No. 1 of East Jianshe Road, Zhengzhou, Henan, China 450052
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Sun J, Du L, Li X, Zhong H, Ding Y, Liu Z, Ge L. Identification of the core bacteria in rectums of diarrheic and non-diarrheic piglets. Sci Rep 2019; 9:18675. [PMID: 31822779 PMCID: PMC6904459 DOI: 10.1038/s41598-019-55328-y] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 11/26/2019] [Indexed: 02/06/2023] Open
Abstract
Porcine diarrhea is a global problem that leads to large economic losses of the porcine industry. There are numerous factors related to piglet diarrhea, and compelling evidence suggests that gut microbiota is vital to host health. However, the key bacterial differences between non-diarrheic and diarrheic piglets are not well understood. In the present study, a total of 85 commercial piglets at three pig farms in Sichuan Province and Chongqing Municipality, China were investigated. To accomplish this, anal swab samples were collected from piglets during the lactation (0-19 days old in this study), weaning (20-21 days old), and post-weaning periods (22-40 days), and fecal microbiota were assessed by 16S rRNA gene V4 region sequencing using the Illumina Miseq platform. We found age-related biomarker microbes in the fecal microbiota of diarrheic piglets. Specifically, the family Enterobacteriaceae was a biomarker of diarrheic piglets during lactation (cluster A, 7-12 days old), whereas the Bacteroidales family S24-7 group was found to be a biomarker of diarrheic pigs during weaning (cluster B, 20-21 days old). Co-correlation network analysis revealed that the genus Escherichia-Shigella was the core component of diarrheic microbiota, while the genus Prevotellacea UCG-003 was the key bacterium in non-diarrheic microbiota of piglets in Southwest China. Furthermore, changes in bacterial metabolic function between diarrheic piglets and non-diarrheic piglets were estimated by PICRUSt analysis, which revealed that the dominant functions of fecal microbes were membrane transport, carbohydrate metabolism, amino acid metabolism, and energy metabolism. Remarkably, genes related to transporters, DNA repair and recombination proteins, purine metabolism, ribosome, secretion systems, transcription factors, and pyrimidine metabolism were decreased in diarrheic piglets, but no significant biomarkers were found between groups using LEfSe analysis.
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Affiliation(s)
- Jing Sun
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China.
- Key Laboratory of Pig Industry Sciences, Ministry of Agriculture, Chongqing, 402460, China.
- Chongqing Key Laboratory of Pig Industry Sciences, Chongqing, 402460, China.
| | - Lei Du
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China
| | - XiaoLei Li
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu, 611130, China
| | - Hang Zhong
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China
| | - Yuchun Ding
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China
- Key Laboratory of Pig Industry Sciences, Ministry of Agriculture, Chongqing, 402460, China
- Chongqing Key Laboratory of Pig Industry Sciences, Chongqing, 402460, China
| | - Zuohua Liu
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China
- Key Laboratory of Pig Industry Sciences, Ministry of Agriculture, Chongqing, 402460, China
- Chongqing Key Laboratory of Pig Industry Sciences, Chongqing, 402460, China
| | - Liangpeng Ge
- Chongqing Academy of Animal Sciences, Chongqing, 402460, China.
- Key Laboratory of Pig Industry Sciences, Ministry of Agriculture, Chongqing, 402460, China.
- Chongqing Key Laboratory of Pig Industry Sciences, Chongqing, 402460, China.
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Tett A, Huang KD, Asnicar F, Fehlner-Peach H, Pasolli E, Karcher N, Armanini F, Manghi P, Bonham K, Zolfo M, De Filippis F, Magnabosco C, Bonneau R, Lusingu J, Amuasi J, Reinhard K, Rattei T, Boulund F, Engstrand L, Zink A, Collado MC, Littman DR, Eibach D, Ercolini D, Rota-Stabelli O, Huttenhower C, Maixner F, Segata N. The Prevotella copri Complex Comprises Four Distinct Clades Underrepresented in Westernized Populations. Cell Host Microbe 2019; 26:666-679.e7. [PMID: 31607556 PMCID: PMC6854460 DOI: 10.1016/j.chom.2019.08.018] [Citation(s) in RCA: 219] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/05/2019] [Accepted: 08/28/2019] [Indexed: 12/29/2022]
Abstract
Prevotella copri is a common human gut microbe that has been both positively and negatively associated with host health. In a cross-continent meta-analysis exploiting >6,500 metagenomes, we obtained >1,000 genomes and explored the genetic and population structure of P. copri. P. copri encompasses four distinct clades (>10% inter-clade genetic divergence) that we propose constitute the P. copri complex, and all clades were confirmed by isolate sequencing. These clades are nearly ubiquitous and co-present in non-Westernized populations. Genomic analysis showed substantial functional diversity in the complex with notable differences in carbohydrate metabolism, suggesting that multi-generational dietary modifications may be driving reduced prevalence in Westernized populations. Analysis of ancient metagenomes highlighted patterns of P. copri presence consistent with modern non-Westernized populations and a clade delineation time pre-dating human migratory waves out of Africa. These findings reveal that P. copri exhibits a high diversity that is underrepresented in Western-lifestyle populations.
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Affiliation(s)
- Adrian Tett
- CIBIO Department, University of Trento, 38123 Trento, Italy.
| | - Kun D Huang
- CIBIO Department, University of Trento, 38123 Trento, Italy; Department of Sustainable Agro-Ecosystems and Bioresources, Fondazione Edmund Mach, 1 38010 S, San Michele all'Adige, Italy
| | | | - Hannah Fehlner-Peach
- Kimmel Center for Biology and Medicine of the Skirball Institute, New York University School of Medicine, New York, NY 10016, USA
| | | | | | | | - Paolo Manghi
- CIBIO Department, University of Trento, 38123 Trento, Italy
| | - Kevin Bonham
- The Broad Institute of MIT and Harvard, Cambridge, MA 02115, USA; Department of Agricultural Sciences, University of Naples "Federico II", Portici, Italy
| | - Moreno Zolfo
- CIBIO Department, University of Trento, 38123 Trento, Italy
| | - Francesca De Filippis
- Department of Agricultural Sciences, University of Naples "Federico II", Portici, Italy; Task Force on Microbiome Studies, University of Naples "Federico II", Naples, Italy
| | - Cara Magnabosco
- Center for Computational Biology, Flatiron Institute, New York, NY 10010, USA
| | - Richard Bonneau
- Center for Computational Biology, Flatiron Institute, New York, NY 10010, USA; Departments of Biology and Computer Science, New York University, New York, NY 10003, USA
| | - John Lusingu
- National Institute for Medical Research, Tanga Centre, Tanzania
| | - John Amuasi
- Kumasi Centre for Collaborative Research in Tropical Medicine, Kwame Nkrumah University of Science and Technology, Ghana
| | - Karl Reinhard
- Hardin Hall, School of Natural Resources, University of Nebraska, Lincoln, NE 68583-0987, USA
| | - Thomas Rattei
- CUBE - Division of Computational Systems Biology, Department of Microbiology and Ecosystem Science, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria
| | - Fredrik Boulund
- Centre for Translational Microbiome Research, Department of Microbiology Tumor and Cell Biology, Karolinska Institutet, 171 65 Solna, Stockholm, Sweden
| | - Lars Engstrand
- Institute for Mummy Studies, EURAC Research, Viale Druso 1, 39100 Bolzano, Italy
| | - Albert Zink
- Institute for Mummy Studies, EURAC Research, Viale Druso 1, 39100 Bolzano, Italy
| | - Maria Carmen Collado
- Institute of Agrochemistry and Food Technology, National Research Council (IATA-CSIC), 46980 Paterna, Valencia, Spain
| | - Dan R Littman
- Kimmel Center for Biology and Medicine of the Skirball Institute, New York University School of Medicine, New York, NY 10016, USA
| | - Daniel Eibach
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine, 20359 Hamburg, Germany; German Center for Infection Research, Hamburg-Borstel-Lübeck-Riems, 20359 Hamburg, Germany
| | - Danilo Ercolini
- Department of Agricultural Sciences, University of Naples "Federico II", Portici, Italy; Task Force on Microbiome Studies, University of Naples "Federico II", Naples, Italy
| | - Omar Rota-Stabelli
- Department of Sustainable Agro-Ecosystems and Bioresources, Fondazione Edmund Mach, 1 38010 S, San Michele all'Adige, Italy
| | - Curtis Huttenhower
- The Broad Institute of MIT and Harvard, Cambridge, MA 02115, USA; Biostatistics Department, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Frank Maixner
- Institute for Mummy Studies, EURAC Research, Viale Druso 1, 39100 Bolzano, Italy
| | - Nicola Segata
- CIBIO Department, University of Trento, 38123 Trento, Italy.
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Gilbert NM, Lewis WG, Li G, Sojka DK, Lubin JB, Lewis AL. Gardnerella vaginalis and Prevotella bivia Trigger Distinct and Overlapping Phenotypes in a Mouse Model of Bacterial Vaginosis. J Infect Dis 2019; 220:1099-1108. [PMID: 30715405 PMCID: PMC6736442 DOI: 10.1093/infdis/jiy704] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 01/14/2019] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is a common imbalance of the vaginal microbiota characterized by overgrowth of diverse Actinobacteria, Firmicutes, and Gram-negative anaerobes. Women with BV are at increased risk of secondary reproductive tract infections and adverse pregnancy outcomes. However, which specific bacteria cause clinical features of BV is unclear. METHODS We previously demonstrated that Gardnerella vaginalis could elicit many BV features in mice. In this study, we established a BV model in which we coinfected mice with G. vaginalis and another species commonly found in women with BV: Prevotella bivia. RESULTS This coinfection model recapitulates several aspects of human BV, including vaginal sialidase activity (a diagnostic BV feature independently associated with adverse outcomes), epithelial exfoliation, and ascending infection. It is notable that G. vaginalis facilitated uterine infection by P. bivia. CONCLUSIONS Taken together, our model provides a framework for advancing our understanding of the role of individual or combinations of BV-associated bacteria in BV pathogenesis.
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Affiliation(s)
- Nicole M Gilbert
- Department of Obstetrics and Gynecology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center or Reproductive Health Sciences, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center for Women’s Infectious Disease Research, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
| | - Warren G Lewis
- Department of Molecular Microbiology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center for Women’s Infectious Disease Research, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
| | - Guocai Li
- Department of Molecular Microbiology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center for Women’s Infectious Disease Research, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Yangzhou University College of Medicine, Yangzhou, Jiangsu, People’s Republic of China
| | - Dorothy K Sojka
- Department of Medicine, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
| | - Jean Bernard Lubin
- Department of Molecular Microbiology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center for Women’s Infectious Disease Research, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Department of Biological Sciences, University of Delaware, Newark
| | - Amanda L Lewis
- Department of Obstetrics and Gynecology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Department of Molecular Microbiology, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
- Center for Women’s Infectious Disease Research, Rheumatology Division, Washington University School of Medicine, St. Louis, Missouri
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Rusthen S, Kristoffersen AK, Young A, Galtung HK, Petrovski BÉ, Palm Ø, Enersen M, Jensen JL. Dysbiotic salivary microbiota in dry mouth and primary Sjögren's syndrome patients. PLoS One 2019; 14:e0218319. [PMID: 31211815 PMCID: PMC6581286 DOI: 10.1371/journal.pone.0218319] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 05/31/2019] [Indexed: 12/20/2022] Open
Abstract
Objectives Primary Sjögren’s syndrome (pSS) is an autoimmune disease characterized by reduced lacrimal and salivary secretion. Sicca symptoms together with fatigue and musculoskeletal pain can significantly reduce the patients’ quality of life. Furthermore, low salivary secretion may disrupt the oral microbial homeostasis. The aim of this study was to compare the salivary microbiota from pSS patients with patients with sicca symptoms not fulfilling the classification criteria for pSS (non-SS), and with healthy controls without sicca complaints. Methods Pellets from centrifuged chewing-stimulated whole saliva from pSS patients (n = 15), non-SS sicca patients (n = 15) and healthy controls (n = 15) were prepared. DNA was extracted and analyzed by 16S rRNA gene sequencing. The acquired sequencing data were performed using the human oral microbiome database (HOMD). Results We detected 42, 45, and 34 bacterial genera in saliva samples from pSS patients, non-SS sicca patients, and healthy controls, respectively. The most abundant genera in all samples were Prevotella, Veillonella, Streptococcus, and Haemophilus. At species level Streptococcus intermedius, Prevotella intermedia, Fusobacterium nucleatum subsp. vincentii, Porphyromonas endodontalis, Prevotella nancensis, Tannerella spp., and Treponema spp. were detected in the samples from pSS and non-SS only, while Porphyromonas pasteri was mostly found among the healthy controls. Conclusion Our study indicated dysbiosis in the salivary microbiota from pSS and non-SS patients compared to healthy controls. Additionally, the results showed that the salivary microbiome in the pSS group differed significantly from the non-SS group.
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Affiliation(s)
- S. Rusthen
- Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - A. K. Kristoffersen
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - A. Young
- Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - H. K. Galtung
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - B. É. Petrovski
- Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Ø. Palm
- Department of Rheumatology, Oslo University Hospital, Oslo, Norway
| | - M. Enersen
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - J. L. Jensen
- Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Oslo, Norway
- * E-mail:
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Deshpande NP, Riordan SM, Castaño-Rodríguez N, Wilkins MR, Kaakoush NO. Signatures within the esophageal microbiome are associated with host genetics, age, and disease. Microbiome 2018; 6:227. [PMID: 30558669 PMCID: PMC6297961 DOI: 10.1186/s40168-018-0611-4] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 11/29/2018] [Indexed: 05/11/2023]
Abstract
BACKGROUND The esophageal microbiome has been proposed to be involved in a range of diseases including the esophageal adenocarcinoma cascade; however, little is currently known about its function and relationship to the host. Here, the esophageal microbiomes of 106 prospectively recruited patients were assessed using 16S rRNA and 18S rRNA amplicon sequencing as well as shotgun sequencing, and associations with age, gender, proton pump inhibitor use, host genetics, and disease were tested. RESULTS The esophageal microbiome was found to cluster into functionally distinct community types (esotypes) defined by the relative abundances of Streptococcus and Prevotella. While age was found to be a significant factor driving microbiome composition, bacterial signatures and functions such as enrichment with Gram-negative oral-associated bacteria and microbial lactic acid production were associated with the early stages of the esophageal adenocarcinoma cascade. Non-bacterial microbes such as archaea, Candida spp., and bacteriophages were also identified in low abundance in the esophageal microbiome. Specific host SNPs in NOTCH2, STEAP2-AS1, and NREP were associated with the composition of the esophageal microbiome in our cohort. CONCLUSIONS This study provides the most comprehensive assessment of the esophageal microbiome to date and identifies novel signatures and host markers that can be investigated further in the context of esophageal adenocarcinoma development.
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Affiliation(s)
- Nandan P Deshpande
- Systems Biology Initiative, School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, NSW, 2052, Australia
| | - Stephen M Riordan
- Gastrointestinal and Liver Unit, The Prince of Wales Hospital, Randwick, NSW, 2031, Australia
| | | | - Marc R Wilkins
- Systems Biology Initiative, School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, NSW, 2052, Australia
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, NSW, 2052, Australia
- Ramaciotti Centre for Gene Function Analysis, UNSW Sydney, Sydney, NSW, 2052, Australia
| | - Nadeem O Kaakoush
- School of Medical Sciences, UNSW Sydney, Kensington, Sydney, NSW, 2052, Australia.
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Willis JR, González-Torres P, Pittis AA, Bejarano LA, Cozzuto L, Andreu-Somavilla N, Alloza-Trabado M, Valentín A, Ksiezopolska E, Company C, Onywera H, Montfort M, Hermoso A, Iraola-Guzmán S, Saus E, Labeeuw A, Carolis C, Hecht J, Ponomarenko J, Gabaldón T. Citizen science charts two major "stomatotypes" in the oral microbiome of adolescents and reveals links with habits and drinking water composition. Microbiome 2018; 6:218. [PMID: 30522523 PMCID: PMC6284318 DOI: 10.1186/s40168-018-0592-3] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 11/06/2018] [Indexed: 05/08/2023]
Abstract
BACKGROUND The oral cavity comprises a rich and diverse microbiome, which plays important roles in health and disease. Previous studies have mostly focused on adult populations or in very young children, whereas the adolescent oral microbiome remains poorly studied. Here, we used a citizen science approach and 16S profiling to assess the oral microbiome of 1500 adolescents around Spain and its relationships with lifestyle, diet, hygiene, and socioeconomic and environmental parameters. RESULTS Our results provide a detailed snapshot of the adolescent oral microbiome and how it varies with lifestyle and other factors. In addition to hygiene and dietary habits, we found that the composition of tap water was related to important changes in the abundance of several bacterial genera. This points to an important role of drinking water in shaping the oral microbiota, which has been so far poorly explored. Overall, the microbiome samples of our study can be clustered into two broad compositional patterns (stomatotypes), driven mostly by Neisseria and Prevotella, respectively. These patterns show striking similarities with those found in unrelated populations. CONCLUSIONS We hypothesize that these stomatotypes represent two possible global optimal equilibria in the oral microbiome that reflect underlying constraints of the human oral niche. As such, they should be found across a variety of geographical regions, lifestyles, and ages.
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Affiliation(s)
- Jesse R Willis
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Pedro González-Torres
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Alexandros A Pittis
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Luis A Bejarano
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Luca Cozzuto
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Nuria Andreu-Somavilla
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Miriam Alloza-Trabado
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Antonia Valentín
- ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain
| | - Ewa Ksiezopolska
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Carlos Company
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Harris Onywera
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town (UCT), Anzio Road, Observatory, Cape Town, 7925, South Africa
| | - Magda Montfort
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Antonio Hermoso
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Susana Iraola-Guzmán
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Ester Saus
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Annick Labeeuw
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Carlo Carolis
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Jochen Hecht
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Julia Ponomarenko
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Toni Gabaldón
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona, 08003, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Pg. Lluís Companys 23, 08010, Barcelona, Spain.
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Ulger Toprak N, Alida C M V, Urban E, Wybo I, Justesen US, Jean-Pierre H, Morris T, Akgul O, Kulekci G, Soyletir G, Nagy E. Performance of mass spectrometric identification of clinical Prevotella species using the VITEK MS system: A prospective multi-center study. Anaerobe 2018; 54:205-209. [PMID: 29880448 DOI: 10.1016/j.anaerobe.2018.05.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Revised: 05/15/2018] [Accepted: 05/29/2018] [Indexed: 12/12/2022]
Abstract
Prevotella species, members of the human microbiota, can cause opportunistic infections. Rapid and accurate identification of Prevotella isolates plays a critical role in successful treatment, especially since the antibiotic susceptibility profile differs between species. Studies, mostly carried out using the Matrix Assisted Laser Desorption Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) Biotyper system, showed that MALDI-TOF MS is an accurate, rapid and satisfactory method for the identification of clinically important anaerobes. In this multi-center study, we assessed the performance of the MALDI-TOF MS VITEK MS system for the identification of clinical Prevotella isolates. A total of 508 Prevotella isolates, representing 19 different species, collected from 11 European countries, Kuwait and Turkey between January 2014 and April 2016, were identified using VITEK MS (v3.0). The reliability of the identification was assessed by 16S rRNA gene sequencing. Using VITEK MS, 422 (83.1%) of the 508 isolates were identified on the species level, 459 (90.4%) on the genus level. A total of 49 (9.6%) isolates were not identified correctly. 16S rRNA gene sequencing results showed that this was partly due to the fact that several species were not represented in the database. However, some species that were represented in the database were also not identified. Five Prevotella strains were misidentified at the genus level, 2 of these strains belonged to a species not represented in the database. In general, the VITEK MS offers a reliable and rapid identification of Prevotella species, however the databases needs to be expanded.
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Affiliation(s)
- Nurver Ulger Toprak
- Marmara University School of Medicine, Department of Microbiology, Istanbul, Turkey.
| | - Veloo Alida C M
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, the Netherlands
| | - Edit Urban
- Institute of Clinical Microbiology, University of Szeged, Szeged, Hungary
| | - Ingrid Wybo
- Department of Microbiology and Infection Control, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Ulrik S Justesen
- Department of Clinical Microbiology, Odense University Hospital, Odense, Denmark
| | - Helene Jean-Pierre
- Centre Hospitalier Universitaire de Montpellier, Laboratoire de Bactériologie, Hôpital Arnaud de Villeneuve, Montpellier, France
| | - Trefor Morris
- UK Anaerobe Reference Unit, Public Health Wales Microbiology, Cardiff, UK
| | - Oncu Akgul
- Marmara University School of Medicine, Department of Microbiology, Istanbul, Turkey
| | - Guven Kulekci
- Istanbul University, Faculty of Dentistry, Department of Microbiology, Istanbul, Turkey
| | - Guner Soyletir
- Marmara University School of Medicine, Department of Microbiology, Istanbul, Turkey
| | - Elisabeth Nagy
- Institute of Clinical Microbiology, University of Szeged, Szeged, Hungary
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50
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Jin W, Li Y, Cheng Y, Mao S, Zhu W. The bacterial and archaeal community structures and methanogenic potential of the cecal microbiota of goats fed with hay and high-grain diets. Antonie Van Leeuwenhoek 2018; 111:2037-2049. [PMID: 29774508 DOI: 10.1007/s10482-018-1096-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 05/08/2018] [Indexed: 11/26/2022]
Abstract
The cecum plays an important role in the feed fermentation of ruminants. However, information is very limited regarding the cecal microbiota and their methane production. In the present study, the cecal content from twelve local Chinese goats, fed with either a hay diet (0% grain) or a high-grain diet (71.5% grain), were used to investigate the bacterial and archaeal community and their methanogenic potential. Microbial community analysis was determined using high-throughput sequencing of 16S rRNA genes and real-time PCR, and the methanogenesis potential was assessed by in vitro fermentation with ground corn or hay as substrates. Compared with the hay group, the high-grain diet significantly increased the length and weight of the cecum, the proportions of starch and crude protein, the concentrations of volatile fatty acids and ammonia nitrogen, but decreased the pH values (P < 0.05). The high-grain diet significantly increased the abundances of bacteria and archaea (P < 0.05) and altered their community. For the bacterial community, the genera Bifidobacterium, Prevotella, and Treponema were significantly increased in the high-grain group (P < 0.05), while Akkermansia, Oscillospira, and Coprococcus were significantly decreased (P < 0.05). For the archaeal community, Methanosphaera stadtmanae was significantly increased in the high-grain group (P < 0.05), while Methanosphaera sp. ISO3-F5 was significantly decreased (P < 0.05). In the in vitro fermentation with grain as substrate, the cecal microorganisms from the high-grain group produced a significantly higher amount of methane and volatile fatty acids (P < 0.05), and produced significantly lower amount of lactate (P < 0.05). Conclusively, high-grain diet led to more fermentable substrates flowing into the hindgut of goats, resulting in an enhancement of microbial fermentation and methane production in the cecum.
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Affiliation(s)
- Wei Jin
- Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yin Li
- Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yanfen Cheng
- Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, China.
| | - Shengyong Mao
- Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, China
| | - Weiyun Zhu
- Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, China
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