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Household paired design reduces variance and increases power in multi-city gut microbiome study in multiple sclerosis

Authors :
James Landefeld
Patrick Barba
Rob Knight
Zongqi Xia
Patrizia Casaccia
Stephen L. Hauser
Siddharthan Chandran
Stacy J. Caillier
Xiaoming Jia
Elizabeth Crabtree
Ilana Katz Sand
Amit Bar-Or
Scott S. Zamvil
Reinhard Hohlfeld
David Otaegui
Sergio E. Baranzini
Bruce A.C. Cree
Adam Santaniello
Jorge Correale
Jorge R. Oksenberg
Sneha Singh
Laura Negrotto
Jeffery Gelfand
Mauricio F. Farez
Anne-Katrin Pröbstel
Peter Connick
Gail Ackermann
Greg Humphrey
Howard L. Weiner
Michael R. Wilson
Ryan Baumann
Jennifer Graves
Tanuja Chitnis
Tamara Castillo-Triviño
Xiaoyuan Zhou
Source :
Mult Scler
Publication Year :
2020
Publisher :
SAGE Publications, 2020.

Abstract

Background: Evidence for a role of human gut microbiota in multiple sclerosis (MS) risk is mounting, yet large variability is seen across studies. This is, in part, due to the lack of standardization of study protocols, sample collection methods, and sequencing approaches. Objective: This study aims to address the effect of a household experimental design, sample collection, and sequencing approaches in a gut microbiome study in MS subjects from a multi-city study population. Methods: We analyzed 128 MS patient and cohabiting healthy control pairs from the International MS Microbiome Study (iMSMS). A total of 1005 snap-frozen or desiccated Q-tip stool samples were collected and evaluated using 16S and shallow whole-metagenome shotgun sequencing. Results: The intra-individual variance observed by different collection strategies was dramatically lower than inter-individual variance. Shallow shotgun highly correlated with 16S sequencing. Participant house and recruitment site accounted for the two largest sources of microbial variance, while higher microbial similarity was seen in household-matched participants as hypothesized. A significant proportion of the variance in dietary intake was also dominated by geographic distance. Conclusion: A household pair study largely overcomes common inherent limitations and increases statistical power in population-based microbiome studies.

Details

ISSN :
14770970 and 13524585
Volume :
27
Database :
OpenAIRE
Journal :
Multiple Sclerosis Journal
Accession number :
edsair.doi.dedup.....d7703ea980288ff198a7f7372ee4f579