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Systems genetics uncovers microbe-lipid-host connections in the murine gut

Q Zhang, V Linke, KA Overmyer, LL Traeger, K Kasahara, IJ Miller, DE Manson, TJ Polaske, RL Kerby, JH Kemis, EA Trujillo, TR Reddy, JD Russell, KL Schueler, DS Stapleton, ME Rabaglia, M Seldin, DM Gatti, GR Keele, DT Pham, JP Gerdt, EI Vivas, AJ Lusis, MP Keller, GA Churchill, HE Blackwell, KW Broman, AD Attie, JJ Coon, FE Rey
doi: https://doi.org/10.1101/2021.11.29.470403
Q Zhang
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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V Linke
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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KA Overmyer
3Department of Biomolecular Chemistry, University of Wisconsin-Madison, Madison, WI, USA
4Morgridge Institute for Research, Madison, WI, USA
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LL Traeger
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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K Kasahara
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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IJ Miller
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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DE Manson
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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TJ Polaske
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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RL Kerby
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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JH Kemis
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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EA Trujillo
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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TR Reddy
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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JD Russell
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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KL Schueler
5Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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DS Stapleton
5Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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ME Rabaglia
5Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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M Seldin
6Departments of Microbiology, Immunology and Molecular Genetics, and Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
7Department of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
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DM Gatti
8The Jackson Laboratory, Bar Harbor, ME, USA
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GR Keele
8The Jackson Laboratory, Bar Harbor, ME, USA
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DT Pham
8The Jackson Laboratory, Bar Harbor, ME, USA
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JP Gerdt
9Department of Chemistry, Indiana University, Bloomington, IN, USA
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EI Vivas
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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AJ Lusis
6Departments of Microbiology, Immunology and Molecular Genetics, and Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
7Department of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
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MP Keller
5Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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GA Churchill
8The Jackson Laboratory, Bar Harbor, ME, USA
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HE Blackwell
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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KW Broman
10Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
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AD Attie
5Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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JJ Coon
2Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
3Department of Biomolecular Chemistry, University of Wisconsin-Madison, Madison, WI, USA
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FE Rey
1Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
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  • For correspondence: ferey@wisc.edu
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Abstract

The molecular bases of how host genetic variation impact gut microbiome remain largely unknown. Here, we used a genetically diverse mouse population and systems genetics strategies to identify interactions between molecular phenotypes, including microbial functions, intestinal transcripts and cecal lipids that influence microbe-host dynamics. Quantitative trait loci (QTL) analysis identified genomic regions associated with variations in bacterial taxa, bacterial functions, including motility, sporulation and lipopolysaccharide production, and levels of bacterial- and host-derived lipids. We found overlapping QTL for the abundance of Akkermansia muciniphila and cecal levels of ornithine lipids (OL). Follow-up studies revealed that A. muciniphila is a major source of these lipids in the gut, provided evidence that OL have immunomodulatory effects and identified intestinal transcripts co-regulated with these traits. Collectively, these results suggest that OL are key players in A. muciniphila-host interactions and support the role of host genetics as a determinant of responses to gut microbes.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Systems genetics uncovers microbe-lipid-host connections in the murine gut
Q Zhang, V Linke, KA Overmyer, LL Traeger, K Kasahara, IJ Miller, DE Manson, TJ Polaske, RL Kerby, JH Kemis, EA Trujillo, TR Reddy, JD Russell, KL Schueler, DS Stapleton, ME Rabaglia, M Seldin, DM Gatti, GR Keele, DT Pham, JP Gerdt, EI Vivas, AJ Lusis, MP Keller, GA Churchill, HE Blackwell, KW Broman, AD Attie, JJ Coon, FE Rey
bioRxiv 2021.11.29.470403; doi: https://doi.org/10.1101/2021.11.29.470403
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Systems genetics uncovers microbe-lipid-host connections in the murine gut
Q Zhang, V Linke, KA Overmyer, LL Traeger, K Kasahara, IJ Miller, DE Manson, TJ Polaske, RL Kerby, JH Kemis, EA Trujillo, TR Reddy, JD Russell, KL Schueler, DS Stapleton, ME Rabaglia, M Seldin, DM Gatti, GR Keele, DT Pham, JP Gerdt, EI Vivas, AJ Lusis, MP Keller, GA Churchill, HE Blackwell, KW Broman, AD Attie, JJ Coon, FE Rey
bioRxiv 2021.11.29.470403; doi: https://doi.org/10.1101/2021.11.29.470403

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