Culture-enriched metagenomic sequencing enables in-depth profiling of the cystic fibrosis lung microbiota.
Fiona J WhelanBarbara WaddellSaad A SyedShahrokh ShekarrizHarvey R RabinMichael D ParkinsMichael G SurettePublished in: Nature microbiology (2020)
Amplicon sequencing (for example, of the 16S rRNA gene) identifies the presence and relative abundance of microbial community members. However, metagenomic sequencing is needed to identify the genetic content and functional potential of a community. Metagenomics is challenging in samples dominated by host DNA, such as those from the skin, tissue and respiratory tract. Here, we combine advances in amplicon and metagenomic sequencing with culture-enriched molecular profiling to study the human microbiota. Using the cystic fibrosis lung as an example, we cultured an average of 82.13% of the operational taxonomic units representing 99.3% of the relative abundance identified in direct sequencing of sputum samples; importantly, culture enrichment identified 63.3% more operational taxonomic units than direct sequencing. We developed the PLate Coverage Algorithm (PLCA) to determine a representative subset of culture plates on which to conduct culture-enriched metagenomics, resulting in the recovery of greater taxonomic diversity-including of low-abundance taxa-with better metagenome-assembled genomes, longer contigs and better functional annotations when compared to culture-independent methods. The PLCA is also applied as a proof of principle to a previously published gut microbiota dataset. Culture-enriched molecular profiling can be used to better understand the role of the human microbiota in health and disease.
Keyphrases
- single cell
- antibiotic resistance genes
- cystic fibrosis
- microbial community
- endothelial cells
- healthcare
- respiratory tract
- public health
- wastewater treatment
- randomized controlled trial
- machine learning
- single molecule
- mycobacterium tuberculosis
- copy number
- lung function
- deep learning
- social media
- anaerobic digestion
- risk assessment
- wound healing
- chronic obstructive pulmonary disease
- human health
- pluripotent stem cells
- health information
- cell free