Population-level analysis of Blastocystis subtype prevalence and variation in the human gut microbiota

Objective Human gut microbiome studies are mainly bacteria- and archaea-oriented, overlooking the presence of single-cell eukaryotes such as Blastocystis, an enteric stramenopiles with worldwide distribution. Here, we surveyed the prevalence and subtype variation of Blastocystis in faecal samples collected as part of the Flemish Gut Flora Project (FGFP), a Western population cohort. We assessed potential links between Blastocystis subtypes and identified microbiota–host covariates and quantified microbiota differentiation relative to subtype abundances. Design We profiled stool samples from 616 healthy individuals from the FGFP cohort as well as 107 patients with IBD using amplicon sequencing targeting the V4 variable region of the 16S rRNA and 18S rRNA genes. We evaluated associations of Blastocystis, and their subtypes, with host parameters, diversity and composition of bacterial and archaeal communities. Results Blastocystis prevalence in the non-clinical population cohort was 30% compared with 4% among Flemish patients with IBD. Within the FGFP cohort, out of 69 previously identified gut microbiota covariates, only age was associated with Blastocystis subtype carrier status. In contrast, a strong association between microbiota community composition and Blastocystis subtypes was observed, with effect sizes larger than that of host covariates. Microbial richness and diversity were linked to both Blastocystis prevalence and subtype variation. All Blastocystis subtypes detected in this cohort were found to be less prevalent in Bacteroides enterotyped samples. Interestingly, Blastocystis subtypes 3 and 4 were inversely correlated with Akkermansia, suggesting differential associations of subtypes with host health. Conclusions These results emphasise the role of Blastocystis as a common constituent of the healthy gut microbiota. We show its prevalence is reduced in patients with active IBD and demonstrate that subtype characterisation is essential for assessing the relationship between Blastocystis, microbiota profile and host health. These findings have direct clinical applications, especially in donor selection for faecal transplantation.

[1]  Rob Knight,et al.  American Gut: an Open Platform for Citizen Science Microbiome Research , 2018, mSystems.

[2]  Jun Wang,et al.  Quantitative microbiome profiling links gut community variation to microbial load , 2017, Nature.

[3]  Edoardo Pasolli,et al.  Large-scale comparative metagenomics of Blastocystis, a common member of the human gut microbiome , 2017, The ISME Journal.

[4]  C. Böhm,et al.  Evaluation of the Persistent Preventive Efficacy of 2.5 % Moxidectin/10 % Imidacloprid Spot-on (Advocate®, Advantage® Multi) in Dogs Experimentally Infected with Angiostrongylus vasorum , 2017, Parasitology Research.

[5]  A. Rostami,et al.  Erratum to: the role of Blastocystis sp. and Dientamoeba fragilis in irritable bowel syndrome: a systematic review and meta-analysis , 2017, Parasitology Research.

[6]  J. Raes,et al.  Practical considerations for large-scale gut microbiome studies , 2017, FEMS microbiology reviews.

[7]  M. Young,et al.  The Human Gut Phage Community and Its Implications for Health and Disease , 2017, Viruses.

[8]  M. Mirzaei,et al.  Ménage à trois in the human gut: interactions between host, bacteria and phages , 2017, Nature Reviews Microbiology.

[9]  D. Raoult,et al.  Repertoire of human gut microbes. , 2017, Microbial pathogenesis.

[10]  Luis Pedro Coelho,et al.  Functional implications of microbial and viral gut metagenome changes in early stage L-DOPA-naïve Parkinson’s disease patients , 2017, Genome Medicine.

[11]  A. Roger,et al.  Lateral Gene Transfer in the Adaptation of the Anaerobic Parasite Blastocystis to the Gut , 2017, Current Biology.

[12]  E. Kuijper,et al.  Faecal microbiota transplantation in clinical practice , 2017, Gut.

[13]  J. Ramírez,et al.  Blastocystis subtyping and its association with intestinal parasites in children from different geographical regions of Colombia , 2017, PloS one.

[14]  Lisa M Bramer,et al.  Dynamics of the human gut microbiome in Inflammatory Bowel Disease , 2017, Nature Microbiology.

[15]  H. Tilg,et al.  European consensus conference on faecal microbiota transplantation in clinical practice , 2017, Gut.

[16]  J. Raes,et al.  Brief Report: Dialister as a Microbial Marker of Disease Activity in Spondyloarthritis , 2017, Arthritis & rheumatology.

[17]  C. Clark,et al.  Current status of Blastocystis: A personal view. , 2016, Parasitology international.

[18]  W. D. de Vos,et al.  A purified membrane protein from Akkermansia muciniphila or the pasteurized bacterium improves metabolism in obese and diabetic mice , 2016, Nature Medicine.

[19]  C. Clark,et al.  Molecular Identification and Subtype Analysis of Blastocystis. , 2016, Current protocols in microbiology.

[20]  T. R. Licht,et al.  Colonic transit time is related to bacterial metabolism and mucosal turnover in the gut , 2016, Nature Microbiology.

[21]  F. Hildebrand,et al.  Species–function relationships shape ecological properties of the human gut microbiome , 2016, Nature Microbiology.

[22]  K. Krogfelt,et al.  Associations between common intestinal parasites and bacteria in humans as revealed by qPCR , 2016, European Journal of Clinical Microbiology & Infectious Diseases.

[23]  G. Even,et al.  Colonization with the enteric protozoa Blastocystis is associated with increased diversity of human gut bacterial microbiota , 2016, Scientific Reports.

[24]  J. Raes,et al.  Population-level analysis of gut microbiome variation , 2016, Science.

[25]  Sudhir Kumar,et al.  MEGA7: Molecular Evolutionary Genetics Analysis Version 7.0 for Bigger Datasets. , 2016, Molecular biology and evolution.

[26]  R. Gomis,et al.  Akkermansia muciniphila inversely correlates with the onset of inflammation, altered adipose tissue metabolism and metabolic disorders during obesity in mice , 2015, Scientific Reports.

[27]  J. Lukeš,et al.  Are Human Intestinal Eukaryotes Beneficial or Commensals? , 2015, PLoS pathogens.

[28]  H. Nielsen,et al.  A retrospective metagenomics approach to studying Blastocystis. , 2015, FEMS microbiology ecology.

[29]  F. Levenez,et al.  Akkermansia muciniphila and improved metabolic health during a dietary intervention in obesity: relationship with gut microbiome richness and ecology , 2015, Gut.

[30]  Jeroen Raes,et al.  Stool consistency is strongly associated with gut microbiota richness and composition, enterotypes and bacterial growth rates , 2015, Gut.

[31]  Angela C. Poole,et al.  Human Genetics Shape the Gut Microbiome , 2014, Cell.

[32]  W. D. de Vos,et al.  The microbial eukaryote Blastocystis is a prevalent and diverse member of the healthy human gut microbiota. , 2014, FEMS microbiology ecology.

[33]  P. Bork,et al.  LotuS: an efficient and user-friendly OTU processing pipeline , 2014, Microbiome.

[34]  C. Texier,et al.  Blastocystis, an unrecognized parasite: an overview of pathogenesis and diagnosis , 2013, Therapeutic advances in infectious disease.

[35]  P. Bork,et al.  Richness of human gut microbiome correlates with metabolic markers , 2013, Nature.

[36]  Robert C. Edgar,et al.  UPARSE: highly accurate OTU sequences from microbial amplicon reads , 2013, Nature Methods.

[37]  Lucie Geurts,et al.  Cross-talk between Akkermansia muciniphila and intestinal epithelium controls diet-induced obesity , 2013, Proceedings of the National Academy of Sciences.

[38]  Susan Holmes,et al.  phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data , 2013, PloS one.

[39]  C. R. Stensvold Blastocystis: Genetic diversity and molecular methods for diagnosis and epidemiology , 2013, Tropical parasitology.

[40]  Stéphane Audic,et al.  The Protist Ribosomal Reference database (PR2): a catalog of unicellular eukaryote Small Sub-Unit rRNA sequences with curated taxonomy , 2012, Nucleic Acids Res..

[41]  F. Delbac,et al.  New Insights into Blastocystis spp.: A Potential Link with Irritable Bowel Syndrome , 2012, PLoS pathogens.

[42]  C. R. Stensvold,et al.  Blastocystis sp. subtype 4 is common in Danish Blastocystis-positive patients presenting with acute diarrhea. , 2011, The American journal of tropical medicine and hygiene.

[43]  Christian L. Lauber,et al.  PrimerProspector: de novo design and taxonomic analysis of barcoded polymerase chain reaction primers , 2011, Bioinform..

[44]  V. Livrelli,et al.  Development and Evaluation of a Real-Time PCR Assay for Detection and Quantification of Blastocystis Parasites in Human Stool Samples: Prospective Study of Patients with Hematological Malignancies , 2010, Journal of Clinical Microbiology.

[45]  P. Bork,et al.  A human gut microbial gene catalogue established by metagenomic sequencing , 2010, Nature.

[46]  C. Muñoz,et al.  High prevalence of subtype 4 among isolates of Blastocystis hominis from symptomatic patients of a health district of Valencia (Spain) , 2009, Parasitology Research.

[47]  Adam P. Arkin,et al.  FastTree: Computing Large Minimum Evolution Trees with Profiles instead of a Distance Matrix , 2009, Molecular biology and evolution.

[48]  J. Marchesi,et al.  Micro-eukaryotic diversity of the human distal gut microbiota: qualitative assessment using culture-dependent and -independent analysis of faeces , 2008, The ISME Journal.

[49]  J. Tiedje,et al.  Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy , 2007, Applied and Environmental Microbiology.

[50]  T. Tatusova,et al.  NCBI reference sequences (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins , 2006, Nucleic Acids Research.

[51]  C. Clark,et al.  DNA barcoding of blastocystis. , 2006, Protist.

[52]  Morton B. Brown 400: A Method for Combining Non-Independent, One-Sided Tests of Significance , 1975 .

[53]  A. Rostami,et al.  The role of Blastocystis sp. and Dientamoeba fragilis in irritable bowel syndrome: a systematic review and meta-analysis , 2017, Parasitology Research.

[54]  Karoline Faust,et al.  CoNet app: inference of biological association networks using Cytoscape , 2016, F1000Research.

[55]  A. Wichels,et al.  Bacterial communities associated with four ctenophore genera from the German Bight (North Sea). , 2015, FEMS microbiology ecology.

[56]  E. Young,et al.  Invasive dreissenid mussels and benthic algae in Lake Michigan: characterizing effects on sediment bacterial communities. , 2015, FEMS microbiology ecology.

[57]  L. Weiss,et al.  Blastocystis: to treat or not to treat... , 2012, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[58]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .