Multi-Omic Understanding of the Evolution of Xenobiotic Tolerance in Bacterial Isolates and Communities
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Washington University in St. Louis Washington University Open Scholarship Arts & Sciences Electronic Theses and Dissertations Arts & Sciences Summer 8-15-2019 Multi-omic Understanding of the Evolution of Xenobiotic Tolerance in Bacterial Isolates and Communities Tayte Paul Campbell Washington University in St. Louis Follow this and additional works at: https://openscholarship.wustl.edu/art_sci_etds Part of the Bioinformatics Commons, Biology Commons, and the Microbiology Commons Recommended Citation Campbell, Tayte Paul, "Multi-omic Understanding of the Evolution of Xenobiotic Tolerance in Bacterial Isolates and Communities" (2019). Arts & Sciences Electronic Theses and Dissertations. 1888. https://openscholarship.wustl.edu/art_sci_etds/1888 This Dissertation is brought to you for free and open access by the Arts & Sciences at Washington University Open Scholarship. It has been accepted for inclusion in Arts & Sciences Electronic Theses and Dissertations by an authorized administrator of Washington University Open Scholarship. For more information, please contact [email protected]. WASHINGTON UNIVERSITY IN ST. LOUIS Division of Biology and Biomedical Sciences Plant and Microbial Biosciences Dissertation Examination Committee: Gautam Dantas, Chair Arpita Bose Andrew Kau Audrey Odom-John Himadri Pakrasi Fuzhong Zhang Multi-omic Understanding of the Evolution of Xenobiotic Tolerance in Bacterial Isolates and Communities by Tayte P. Campbell A dissertation presented to The Graduate School of Washington University in partial fulfillment of the requirements for the degree of Doctor of Philosophy August 2019 St. Louis, Missouri © 2019, Tayte P. Campbell Table of Contents List of Figures ................................................................................................................................ iv List of Tables ................................................................................................................................. iv Acknowledgments......................................................................................................................... vii Abstract .......................................................................................................................................... ix Chapter 1: Introduction ................................................................................................................... 1 1.1 Xenobiotics ........................................................................................................................... 1 1.2 Mechanisms of Xenobiotic Toxicity ..................................................................................... 2 1.3 Xenobiotic Tolerance ............................................................................................................ 3 1.4 Lignocellulose Degradation for Biofuel Production ............................................................. 4 1.5 Antibiotic Resistance in Gut Microbial Communities .......................................................... 6 Chapter 2: Multi-omic elucidation of aromatic catabolism in adaptively evolved Rhodococcus opacus ..................................................................................................... 7 2.1 Abstract ................................................................................................................................. 7 2.2 Introduction ........................................................................................................................... 8 2.3 Results ................................................................................................................................. 12 2.3.1 Adaptive evolution and characterization of adapted strains ........................................ 12 2.3.2 Comparative genomics of adapted strains ................................................................... 14 2.3.3 Characterization of adapted strains on lignin model compound mixtures ................... 16 2.3.4 Aromatic consumption in a lignin model compound mixture by PVHG6 .................. 17 2.3.5 Consumption of individual aromatic compounds by PVHG6 ..................................... 19 2.3.6 Transcriptomic analysis of WT and PVHG6 using lignin model compounds............. 19 2.3.7 Lipid production using lignin model compounds ........................................................ 29 2.4 Discussion ........................................................................................................................... 30 2.5 Materials and Methods ........................................................................................................ 33 2.5.1 Chemicals and strains .................................................................................................. 33 2.5.2 Adaptive evolution and growth assays of adapted strains ........................................... 34 2.5.3 R. opacus cultures for targeted metabolomics and transcriptomics ............................. 36 2.5.4 DNA extraction and sequencing library preparation ................................................... 37 2.5.5 Genome sequencing and SNP analysis ........................................................................ 37 2.5.6 RNA extraction and rRNA depletion ........................................................................... 38 2.5.7 Transcriptomic analysis ............................................................................................... 39 2.5.8 Aromatic consumption profiling .................................................................................. 39 2.5.9 Lipid assay ................................................................................................................... 40 2.5.10 Generation of R. opacus knockout mutants ............................................................... 41 2.5.10 Data Availability ........................................................................................................ 41 2.6 Supplemental Figures.......................................................................................................... 42 2.7 Acknowledgments............................................................................................................... 77 Chapter 3 ....................................................................................................................................... 78 ii 3.1 Abstract ............................................................................................................................... 78 3.2 Introduction ......................................................................................................................... 79 3.3 Results & Discussion .......................................................................................................... 82 3.3.1 Taxonomic composition of the gut microbiome was predominantly influenced by lifestyle .................................................................................................. 82 3.3.2 Functional pathways in the microbiome are relatively robust to changes in individual taxa.......................................................................................................... 86 3.3.3 Microbial resistome is primarily influenced by host lifestyle ..................................... 88 3.3.4 Functional metagenomic selections identified novel antibiotic resistance genes ........ 91 3.3.5 Captive ape microbiomes and resistomes cluster closely with non-Westernized humans ......................................................................................................................... 93 3.4 Materials and Methods ........................................................................................................ 98 3.4.1 Sample Collection ........................................................................................................ 98 3.4.2 DNA Extraction and Library Preparation .................................................................... 98 3.4.3 16S and shotgun metagenomics bioinformatics analysis............................................. 99 3.4.4 Functional metagenomics and analysis ...................................................................... 100 3.4.5 Microbiome and resistome comparisons to published cohorts .................................. 101 3.4.6 Colistin resistance analysis ........................................................................................ 102 3.4.7 Data availability ......................................................................................................... 102 3.5 Supplemental Figures........................................................................................................ 104 3.6 Acknowledgements ........................................................................................................... 111 Chapter 4 ..................................................................................................................................... 112 4.1 Lignocellulose degradation by R. opacus ......................................................................... 112 4.2 Antibiotic resistance in human and ape microbiomes ...................................................... 114 4.3 General Conclusion ........................................................................................................... 115 References ................................................................................................................................... 117 iii List