TY - JOUR
T1 - Mammalian gut metabolomes mirror microbiome composition and host phylogeny
AU - Gregor, Rachel
AU - Probst, Maraike
AU - Eyal, Stav
AU - Aksenov, Alexander
AU - Sasson, Goor
AU - Horovitz, Igal
AU - Dorrestein, Pieter C.
AU - Meijler, Michael M.
AU - Mizrahi, Itzhak
N1 - Funding Information:
We are grateful to our collaborators at The Zoological Center Tel Aviv-Ramat Gan, especially to Rami Tam, Doron Tam, and Shlomit Sharon. We would like to acknowledge the contributions of Ruthie Golomb and Ishay Netzer in collecting the samples, and of Ruthie Golomb and Anna Gershevich in the amplicon sequencing efforts (all Ben-Gurion University of the Negev). We thank Elie Jami (Agricultural Research Organization, Volcani Center) for help in designing the sample collection protocol and for conceptual input. We are deeply grateful to the staff at the Ilse Katz Institute for Nanoscale Science and Technology mass spectrometry core facility: Elena Doubijanski, Mark Karpasas, and Igor Mokmanov (all Ben-Gurion University of the Negev); to Yariv Brotman (Ben-Gurion University of the Negev) for guidance on designing the LC–MS/MS experiments; and to Aaron Fait and Noga Sikron (both Ben-Gurion University of the Negev) as well as Igal Bar-Ilan (Bioforum) for much-appreciated guidance on the GC–MS analysis. RG would also like to thank members of the STAMPS 2018 course (Marine Biological Laboratory), especially Jill Hagey (Centers for Disease Control and Prevention) and Daniel Muratore (Georgia Institute of Technology), for their helpful input. Silhouettes of mammalian host species were obtained from PhyloPic (http://phylopic.org), and the color palette used to differentiate the mammalian orders is the Okabe Ito scale (https://jfly.uni-koeln.de/ color/). RG is grateful to the Azrieli Foundation for the support of an Azrieli Fellowship. MMM acknowledges support from the European Research Council (Starting Grant 240356) and the Germany-Israel Project Grant (DIP ME4476/2). IM acknowledges support from the European Research Council under the European Union’s Horizon 2020 research and innovation program (grant no. 640384) and the Israel Science Foundation (grant no. 1947/19). PCD acknowledges support from the Gordon Betty Moore Foundation and NIH P41 GM103484–06A1 and GMS10RR029121 that made this work possible.
Funding Information:
We are grateful to our collaborators at The Zoological Center Tel Aviv-Ramat Gan, especially to Rami Tam, Doron Tam, and Shlomit Sharon. We would like to acknowledge the contributions of Ruthie Golomb and Ishay Netzer in collecting the samples, and of Ruthie Golomb and Anna Gershevich in the amplicon sequencing efforts (all Ben-Gurion University of the Negev). We thank Elie Jami (Agricultural Research Organization, Volcani Center) for help in designing the sample collection protocol and for conceptual input. We are deeply grateful to the staff at the Ilse Katz Institute for Nanoscale Science and Technology mass spectrometry core facility: Elena Doubijanski, Mark Karpasas, and Igor Mokmanov (all Ben-Gurion University of the Negev); to Yariv Brotman (Ben-Gurion University of the Negev) for guidance on designing the LC?MS/MS experiments; and to Aaron Fait and Noga Sikron (both Ben-Gurion University of the Negev) as well as Igal Bar-Ilan (Bioforum) for much-appreciated guidance on the GC?MS analysis. RG would also like to thank members of the STAMPS 2018 course (Marine Biological Laboratory), especially Jill Hagey (Centers for Disease Control and Prevention) and Daniel Muratore (Georgia Institute of Technology), for their helpful input. Silhouettes of mammalian host species were obtained from PhyloPic (http://phylopic.org), and the color palette used to differentiate the mammalian orders is the Okabe Ito scale (https://jfly.uni-koeln.de/color/). RG is grateful to the Azrieli Foundation for the support of an Azrieli Fellowship. MMM acknowledges support from the European Research Council (Starting Grant 240356) and the Germany-Israel Project Grant (DIP ME4476/2). IM acknowledges support from the European Research Council under the European Union?s Horizon 2020 research and innovation program (grant no. 640384) and the Israel Science Foundation (grant no. 1947/19). PCD acknowledges support from the Gordon Betty Moore Foundation and NIH P41 GM103484?06A1 and GMS10RR029121 that made this work possible.
Publisher Copyright:
© 2021, The Author(s).
PY - 2022/5/1
Y1 - 2022/5/1
N2 - In the past decade, studies on the mammalian gut microbiome have revealed that different animal species have distinct gut microbial compositions. The functional ramifications of this variation in microbial composition remain unclear: do these taxonomic differences indicate microbial adaptations to host-specific functionality, or are these diverse microbial communities essentially functionally redundant, as has been indicated by previous metagenomics studies? Here, we examine the metabolic content of mammalian gut microbiomes as a direct window into ecosystem function, using an untargeted metabolomics platform to analyze 101 fecal samples from a range of 25 exotic mammalian species in collaboration with a zoological center. We find that mammalian metabolomes are chemically diverse and strongly linked to microbiome composition, and that metabolome composition is further correlated to the phylogeny of the mammalian host. Specific metabolites enriched in different animal species included modified and degraded host and dietary compounds such as bile acids and triterpenoids, as well as fermentation products such as lactate and short-chain fatty acids. Our results suggest that differences in microbial taxonomic composition are indeed translated to host-specific metabolism, indicating that taxonomically distant microbiomes are more functionally diverse than redundant.
AB - In the past decade, studies on the mammalian gut microbiome have revealed that different animal species have distinct gut microbial compositions. The functional ramifications of this variation in microbial composition remain unclear: do these taxonomic differences indicate microbial adaptations to host-specific functionality, or are these diverse microbial communities essentially functionally redundant, as has been indicated by previous metagenomics studies? Here, we examine the metabolic content of mammalian gut microbiomes as a direct window into ecosystem function, using an untargeted metabolomics platform to analyze 101 fecal samples from a range of 25 exotic mammalian species in collaboration with a zoological center. We find that mammalian metabolomes are chemically diverse and strongly linked to microbiome composition, and that metabolome composition is further correlated to the phylogeny of the mammalian host. Specific metabolites enriched in different animal species included modified and degraded host and dietary compounds such as bile acids and triterpenoids, as well as fermentation products such as lactate and short-chain fatty acids. Our results suggest that differences in microbial taxonomic composition are indeed translated to host-specific metabolism, indicating that taxonomically distant microbiomes are more functionally diverse than redundant.
UR - http://www.scopus.com/inward/record.url?scp=85121055825&partnerID=8YFLogxK
U2 - 10.1038/s41396-021-01152-0
DO - 10.1038/s41396-021-01152-0
M3 - Article
C2 - 34903850
AN - SCOPUS:85121055825
SN - 1751-7362
VL - 16
SP - 1262
EP - 1274
JO - ISME Journal
JF - ISME Journal
IS - 5
ER -