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Assessing Comparative Microbiome Performance in Plant Cell Wall Deconstruction Using Multi-‘omics-Informed Network Analysis

Lauren M. Tom, Martina Aulitto, Yu-Wei Wu, Kai Deng, Yu Gao, Naijia Xiao, Beatrice Garcia Rodriguez, Clifford Louime, Trent R. Northen, Aymerick Eudes, Jenny C. Mortimer, Paul Adams, Henrik Scheller, Blake A. Simmons, Javier A. Ceja-Navarro, Steven W. Singer
doi: https://doi.org/10.1101/2022.01.07.475446
Lauren M. Tom
1Joint BioEnergy Institute, Emeryville, CA 94608
2Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Martina Aulitto
1Joint BioEnergy Institute, Emeryville, CA 94608
2Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Yu-Wei Wu
3Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan
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Kai Deng
1Joint BioEnergy Institute, Emeryville, CA 94608
4Biotechnology and Bioengineering Department, Sandia National Laboratories, Livermore, CA 94551
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Yu Gao
1Joint BioEnergy Institute, Emeryville, CA 94608
5Environmental Systems and Genome Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Naijia Xiao
6Institute of Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019
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Beatrice Garcia Rodriguez
7College of Natural Sciences, University of Puerto Rico-Rio Piedras, PR
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Clifford Louime
7College of Natural Sciences, University of Puerto Rico-Rio Piedras, PR
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Trent R. Northen
1Joint BioEnergy Institute, Emeryville, CA 94608
5Environmental Systems and Genome Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Aymerick Eudes
1Joint BioEnergy Institute, Emeryville, CA 94608
5Environmental Systems and Genome Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Jenny C. Mortimer
1Joint BioEnergy Institute, Emeryville, CA 94608
5Environmental Systems and Genome Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
8School of Agriculture, Food and Wine, & Waite Research Institute, University of Adelaide, Glen Osmond, SA, 5064, Australia
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Paul Adams
1Joint BioEnergy Institute, Emeryville, CA 94608
9Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
10Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720
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Henrik Scheller
1Joint BioEnergy Institute, Emeryville, CA 94608
5Environmental Systems and Genome Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Blake A. Simmons
1Joint BioEnergy Institute, Emeryville, CA 94608
2Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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Javier A. Ceja-Navarro
1Joint BioEnergy Institute, Emeryville, CA 94608
2Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
11Institute for Biodiversity Science and Sustainability, California Academy of Sciences, San Francisco, California, USA
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  • For correspondence: SWSinger@lbl.gov JCNavarro@lbl.gov
Steven W. Singer
1Joint BioEnergy Institute, Emeryville, CA 94608
2Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
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  • For correspondence: SWSinger@lbl.gov JCNavarro@lbl.gov
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Abstract

Plant cell walls are interwoven structures recalcitrant to degradation. Both native and adapted microbiomes are particularly effective at plant cell wall deconstruction. Studying these deconstructive microbiomes provides an opportunity to assess microbiome performance and relate it to specific microbial populations and enzymes. To establish a system assessing comparative microbiome performance, parallel microbiomes were cultivated on sorghum (Sorghum bicolor L. Moench) from compost inocula. Biomass loss and biochemical assays indicated that these microbiomes diverged in their ability to deconstruct biomass. Network reconstructions from time-dependent gene expression identified key deconstructive groups within the adapted sorghum-degrading communities, including Actinotalea, Filomicrobium, and Gemmanimonadetes populations. Functional analysis of gene expression demonstrated that the microbiomes proceeded through successional stages that are linked to enzymes that deconstruct plant cell wall polymers. This combination of network and functional analysis highlighted the importance of celluloseactive Actinobacteria in differentiating the performance of these microbiomes.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://genome.jgi.doe.gov/portal/Altofmconsortia/Altofmconsortia.info.html

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 4.0 International license.
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Posted January 10, 2022.
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Assessing Comparative Microbiome Performance in Plant Cell Wall Deconstruction Using Multi-‘omics-Informed Network Analysis
Lauren M. Tom, Martina Aulitto, Yu-Wei Wu, Kai Deng, Yu Gao, Naijia Xiao, Beatrice Garcia Rodriguez, Clifford Louime, Trent R. Northen, Aymerick Eudes, Jenny C. Mortimer, Paul Adams, Henrik Scheller, Blake A. Simmons, Javier A. Ceja-Navarro, Steven W. Singer
bioRxiv 2022.01.07.475446; doi: https://doi.org/10.1101/2022.01.07.475446
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Assessing Comparative Microbiome Performance in Plant Cell Wall Deconstruction Using Multi-‘omics-Informed Network Analysis
Lauren M. Tom, Martina Aulitto, Yu-Wei Wu, Kai Deng, Yu Gao, Naijia Xiao, Beatrice Garcia Rodriguez, Clifford Louime, Trent R. Northen, Aymerick Eudes, Jenny C. Mortimer, Paul Adams, Henrik Scheller, Blake A. Simmons, Javier A. Ceja-Navarro, Steven W. Singer
bioRxiv 2022.01.07.475446; doi: https://doi.org/10.1101/2022.01.07.475446

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