Abstract

The expanded Human Oral Microbiome Database (eHOMD) is a comprehensive microbiome database for sites along the human aerodigestive tract that revealed new insights into the nostril microbiome. The eHOMD provides well-curated 16S rRNA gene reference sequences linked to available genomes and enables assignment of species-level taxonomy to most next-generation sequences derived from diverse aerodigestive tract sites, including the nasal passages, sinuses, throat, esophagus, and mouth. Using minimum entropy decomposition coupled with the RDP Classifier and our eHOMD V1-V3 training set, we reanalyzed 16S rRNA V1-V3 sequences from the nostrils of 210 Human Microbiome Project participants at the species level, revealing four key insights. First, we discovered that Lawsonella clevelandensis, a recently named bacterium, and Neisseriaceae [G-1] HMT-174, a previously unrecognized bacterium, are common in adult nostrils. Second, just 19 species accounted for 90% of the total sequences from all participants. Third, 1 of these 19 species belonged to a currently uncultivated genus. Fourth, for 94% of the participants, 2 to 10 species constituted 90% of their sequences, indicating that the nostril microbiome may be represented by limited consortia. These insights highlight the strengths of the nostril microbiome as a model system for studying interspecies interactions and microbiome function. Also, in this cohort, three common nasal species (Dolosigranulum pigrum and two Corynebacterium species) showed positive differential abundance when the pathobiont Staphylococcus aureus was absent, generating hypotheses regarding colonization resistance. By facilitating species-level taxonomic assignment to microbes from the human aerodigestive tract, the eHOMD is a vital resource enhancing clinical relevance of microbiome studies. IMPORTANCE The eHOMD (http://www.ehomd.org) is a valuable resource for researchers, from basic to clinical, who study the microbiomes and the individual microbes in body sites in the human aerodigestive tract, which includes the nasal passages, sinuses, throat, esophagus, and mouth, and the lower respiratory tract, in health and disease. The eHOMD is an actively curated, web-based, open-access resource. eHOMD provides the following: (i) species-level taxonomy based on grouping 16S rRNA gene sequences at 98.5% identity, (ii) a systematic naming scheme for unnamed and/or uncultivated microbial taxa, (iii) reference genomes to facilitate metagenomic, metatranscriptomic, and proteomic studies and (iv) convenient cross-links to other databases (e.g., PubMed and Entrez). By facilitating the assignment of species names to sequences, the eHOMD is a vital resource for enhancing the clinical relevance of 16S rRNA gene-based microbiome studies, as well as metagenomic studies.

Highlights

  • The expanded Human Oral Microbiome Database is a comprehensive microbiome database for sites along the human aerodigestive tract that revealed new insights into the nostril microbiome

  • We describe the generation of eHOMDv15.1, which performed as well or better than four other commonly used 16S rRNA gene databases (SILVA128, RDP16, NCBI 16S, and Greengenes GOLD) in assigning species-level taxonomy via blastn to sequences in a data set of nostril-derived 16S rRNA gene clones (Table 1) and short-read fragments (Table 2)

  • An initial analysis showed that the oral-microbiome-focused HOMDv14.5 enabled species-level taxonomic assignment of only 50.2% of the 44,374 16S rRNA gene clones from nostril samples generated by Julie Segre, Heidi Kong, and colleagues (Table 1) [11,12,13,14,15,16]

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Summary

Introduction

The expanded Human Oral Microbiome Database (eHOMD) is a comprehensive microbiome database for sites along the human aerodigestive tract that revealed new insights into the nostril microbiome. The eHOMD (http://www.ehomd.org) is a comprehensive web-based resource enabling the broad community of researchers studying the nasal passages, sinuses, throat, esophagus, and mouth to leverage newer high-resolution approaches to study the microbiome of aerodigestive tract body sites in human in health and disease. Each high-resolution taxon in eHOMD, as defined by 98.5% sequence identity across close-to-full-length 16S rRNA gene sequences, is assigned a unique human microbial taxon (HMT) number that can be used to search and retrieve that sequence-based taxon from any data set or database This stable provisional taxonomic scheme for unnamed and uncultivated taxa is one of the strengths of eHOMD, since taxon numbers stay the same even when names change

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