Growth dynamics of gut microbiota in health and disease inferred from single metagenomic samples
Author(s) -
Tal Korem,
David Zeevi,
Jotham Suez,
Adina Weinberger,
Tali Avnit-Sagi,
Maya Pompan-Lotan,
Elad Matot,
Ghil Jona,
Alon Harmelin,
Nadav Cohen,
Alexandra SirotaMadi,
Christoph A. Thaiss,
Meirav PevsnerFischer,
Rotem Sorek,
Ramnik J. Xavier,
Eran Elinav,
Eran Segal
Publication year - 2015
Publication title -
science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 12.556
H-Index - 1186
eISSN - 1095-9203
pISSN - 0036-8075
DOI - 10.1126/science.aac4812
Subject(s) - metagenomics , biology , microbiome , snapshot (computer storage) , trough (economics) , gut flora , genome , gut microbiome , computational biology , bacterial genome size , evolutionary biology , genetics , gene , immunology , macroeconomics , computer science , economics , operating system
Metagenomic sequencing increased our understanding of the role of the microbiome in health and disease, yet it only provides a snapshot of a highly dynamic ecosystem. Here, we show that the pattern of metagenomic sequencing read coverage for different microbial genomes contains a single trough and a single peak, the latter coinciding with the bacterial origin of replication. Furthermore, the ratio of sequencing coverage between the peak and trough provides a quantitative measure of a species' growth rate. We demonstrate this in vitro and in vivo, under different growth conditions, and in complex bacterial communities. For several bacterial species, peak-to-trough coverage ratios, but not relative abundances, correlated with the manifestation of inflammatory bowel disease and type II diabetes.
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