Back to Search Start Over

Choice of DNA extraction method affects stool microbiome recovery and subsequent phenotypic association analyses

Authors :
Asier Fernández-Pato
Trishla Sinha
Ranko Gacesa
Sergio Andreu-Sánchez
Milla F. Brandao Gois
Jody Gelderloos-Arends
Dianne B. H. Jansen
Marloes Kruk
Martin Jaeger
Leo A. B. Joosten
Mihai G. Netea
Rinse K. Weersma
Cisca Wijmenga
Hermie J. M. Harmsen
Jingyuan Fu
Alexandra Zhernakova
Alexander Kurilshikov
Source :
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

Abstract The lack of standardization in the methods of DNA extraction from fecal samples represents the major source of experimental variation in the microbiome research field. In this study, we aimed to compare the metagenomic profiles and microbiome–phenotype associations obtained by applying two commercially available DNA extraction kits: the AllPrep DNA/RNA Mini Kit (APK) and the QIAamp Fast DNA Stool Mini Kit (FSK). Using metagenomic sequencing data available from 745 paired fecal samples from two independent population cohorts, Lifelines-DEEP (LLD, n = 292) and the 500 Functional Genomics project (500FG, n = 453), we confirmed significant differences in DNA yield and the recovered microbial communities between protocols, with the APK method resulting in a higher DNA concentration and microbial diversity. Further, we observed a massive difference in bacterial relative abundances at species-level between the APK and the FSK protocols, with > 75% of species differentially abundant between protocols in both cohorts. Specifically, comparison with a standard mock community revealed that the APK method provided higher accuracy in the recovery of microbial relative abundances, with the absence of a bead-beating step in the FSK protocol causing an underrepresentation of gram-positive bacteria. This heterogeneity in the recovered microbial composition led to remarkable differences in the association with anthropometric and lifestyle phenotypes. The results of this study further reinforce that the choice of DNA extraction method impacts the metagenomic profile of human gut microbiota and highlight the importance of harmonizing protocols in microbiome studies.

Details

Language :
English
ISSN :
20452322
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
edsdoj.52385fca2f7241a7beafe6bc3f4fd066
Document Type :
article
Full Text :
https://doi.org/10.1038/s41598-024-54353-w