Challenges and Perspective in Integrated Multi-Omics in Gut Microbiota Studies
- PMID: 33671370
- PMCID: PMC7922017
- DOI: 10.3390/biom11020300
Challenges and Perspective in Integrated Multi-Omics in Gut Microbiota Studies
Abstract
The advent of omic technology has made it possible to identify viable but unculturable micro-organisms in the gut. Therefore, application of multi-omic technologies in gut microbiome studies has become invaluable for unveiling a comprehensive interaction between these commensals in health and disease. Meanwhile, despite the successful identification of many microbial and host-microbial cometabolites that have been reported so far, it remains difficult to clearly identify the origin and function of some proteins and metabolites that are detected in gut samples. However, the application of single omic techniques for studying the gut microbiome comes with its own challenges which may be overcome if a number of different omics techniques are combined. In this review, we discuss our current knowledge about multi-omic techniques, their challenges and future perspective in this field of gut microbiome studies.
Keywords: Microbiome; biomarkers; metagenomics; metatranscriptomics; multi-omics.
Conflict of interest statement
The authors declare no conflict of interest.
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References
-
- Hua Z.-S., Han Y.-J., Chen L.-X., Liu J., Hu M., Li S.-J., Kuang J.-L., Chain P.S.G., Huang L.-N., Shu W.-S. Ecological roles of dominant and rare prokaryotes in acid mine drainage revealed by metagenomics and metatranscriptomics. ISME J. 2015;9:1280–1294. doi: 10.1038/ismej.2014.212. - DOI - PMC - PubMed
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