Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/136222
Author(s): Pereira-Marques, J
Hout, A
Ferreira, RM
Weber, M
Pinto-Ribeiro, I
Van, Doorn, L
Knetsch, C
Figueiredo, C
Title: Impact of host DNA and sequencing depth on the taxonomic resolution of whole metagenome sequencing for microbiome analysis
Publisher: Frontiers Media
Issue Date: 2019
Abstract: The amount of host DNA poses a major challenge to metagenome analysis. However, there is no guidance on the levels of host DNA, nor on the depth of sequencing needed to acquire meaningful information from whole metagenome sequencing (WMS). Here, we evaluated the impact of a wide range of amounts of host DNA and sequencing depths on microbiome taxonomic profiling using WMS. Synthetic samples with increasing levels of host DNA were created by spiking DNA of a mock bacterial community, with DNA from a mouse-derived cell line. Taxonomic analysis revealed that increasing proportions of host DNA led to decreased sensitivity in detecting very low and low abundant species. Reduction of sequencing depth had major impact on the sensitivity of WMS for profiling samples with 90% host DNA, increasing the number of undetected species. Finally, analysis of simulated datasets with fixed depth of 10 million reads confirmed that microbiome profiling becomes more inaccurate as the level of host DNA increases in a sample. In conclusion, samples with high amounts of host DNA coupled with reduced sequencing depths, decrease WMS coverage for characterization of the microbiome. This study highlights the importance of carefully considering these aspects in the design of WMS experiments to maximize microbiome analyses.
Subject: Metagenomics
Microbiome analysis
Mock community
Sample complexity
Sequencing depth
DOI: 10.3389/fmicb.2019.01277
URI: https://hdl.handle.net/10216/136222
Source: Frontiers in Microbiology, vol.10:1277
Document Type: Artigo em Revista Científica Internacional
Rights: openAccess
License: https://creativecommons.org/licenses/by/4.0/
Appears in Collections:I3S - Artigo em Revista Científica Internacional

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