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Speare L, Zhao L, Pavelsky MN, Jackson A, Smith S, Tyagi B, Sharpe GC, Woo M, Satkowiak L, Bolton T, Gifford SM, Septer AN. Flagella are required to coordinately activate competition and host colonization factors in response to a mechanical signal. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.31.573711. [PMID: 38260499 PMCID: PMC10802311 DOI: 10.1101/2023.12.31.573711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Bacteria employ antagonistic strategies to eliminate competitors of an ecological niche. Contact-dependent mechanisms, such as the type VI secretion system (T6SS), are prevalent in host-associated bacteria, yet we know relatively little about how T6SS+ strains make contact with competitors in highly viscous environments, such as host mucus. To better understand how cells respond to and contact one another in such environments, we performed a genome-wide transposon mutant screen of the T6SS-wielding beneficial bacterial symbiont, Vibrio fischeri, and identified two sets of genes that are conditionally required for killing. LPS/capsule and flagellar-associated genes do not affect T6SS directly and are therefore not required for interbacterial killing when cell contact is forced yet are necessary for killing in high-viscosity liquid (hydrogel) where cell-cell contact must be biologically mediated. Quantitative transcriptomics revealed that V. fischeri significantly increases expression of both T6SS genes and cell surface modification factors upon transition from low- to high-viscosity media. Consistent with coincubation and fluorescence microscopy data, flagella are not required for T6SS expression in hydrogel. However, flagella play a key role in responding to the physical environment by promoting expression of the surface modification genes identified in our screen, as well as additional functional pathways important for host colonization including uptake of host-relevant iron and carbon sources, and nitric oxide detoxification enzymes. Our findings suggest that flagella may act as a mechanosensor for V. fischeri to coordinately activate competitive strategies and host colonization factors, underscoring the significance of the physical environment in directing complex bacterial behaviors.
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Affiliation(s)
- Lauren Speare
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
- Department of Microbiology, Oregon State University, Corvallis, OR
| | - Liang Zhao
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Morgan N. Pavelsky
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Aundre Jackson
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Stephanie Smith
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Bhavyaa Tyagi
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Garrett C. Sharpe
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Madison Woo
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Lizzie Satkowiak
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Trinity Bolton
- Department of Chemistry, Morgan State University, Baltimore, MD
| | - Scott M. Gifford
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
| | - Alecia N. Septer
- Department of Earth, Marine & Environmental Sciences, University of North Carolina, Chapel Hill, NC
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Weaver RJ, McDonald AE. Mitochondrial alternative oxidase across the tree of life: Presence, absence, and putative cases of lateral gene transfer. BIOCHIMICA ET BIOPHYSICA ACTA. BIOENERGETICS 2023; 1864:149003. [PMID: 37557975 DOI: 10.1016/j.bbabio.2023.149003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/27/2023] [Accepted: 08/02/2023] [Indexed: 08/11/2023]
Abstract
The alternative oxidase (AOX) is a terminal oxidase in the electron transport system that plays a role in mitochondrial bioenergetics. The past 20 years of research shows AOX has a wide yet patchy distribution across the tree of life. AOX has been suggested to have a role in stress tolerance, growth, and development in plants, but less is known about its function in other groups, including animals. In this study, we analyzed the taxonomic distribution of AOX across >2800 species representatives from prokaryotes and eukaryotes and developed a standardized workflow for finding and verifying the authenticity of AOX sequences. We found that AOX is limited to proteobacteria among prokaryotes, but is widely distributed in eukaryotes, with the highest prevalence in plants, fungi, and protists. AOX is present in many invertebrates, but is absent in others including most arthropods, and is absent from vertebrates. We found aberrant AOX sequences associated with some animal groups. Some of these aberrant AOXs were contaminants, but we also found putative cases of lateral gene transfer of AOX from fungi and protists to nematodes, springtails, fungus gnats, and rotifers. Our findings provide a robust and detailed analysis of the distribution of AOX and a method for identifying and verifying putative AOX sequences, which will be useful as more sequence data becomes available on public repositories.
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Affiliation(s)
- Ryan J Weaver
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA, USA.
| | - Allison E McDonald
- Department of Biology, Wilfrid Laurier University, Waterloo, Ontario, Canada.
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von Kamp A, Klamt S. Balancing biomass reaction stoichiometry and measured fluxes in flux balance analysis. Bioinformatics 2023; 39:btad600. [PMID: 37758251 PMCID: PMC10568370 DOI: 10.1093/bioinformatics/btad600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/20/2023] [Accepted: 09/26/2023] [Indexed: 10/03/2023] Open
Abstract
MOTIVATION Flux balance analysis (FBA) is widely recognized as an important method for studying metabolic networks. When incorporating flux measurements of certain reactions into an FBA problem, it is possible that the underlying linear program may become infeasible, e.g. due to measurement or modeling inaccuracies. Furthermore, while the biomass reaction is of central importance in FBA models, its stoichiometry is often a rough estimate and a source of high uncertainty. RESULTS In this work, we present a method that allows modifications to the biomass reaction stoichiometry as a means to (i) render the FBA problem feasible and (ii) improve the accuracy of the model by corrections in the biomass composition. Optionally, the adjustment of the biomass composition can be used in conjunction with a previously introduced approach for balancing inconsistent fluxes to obtain a feasible FBA system. We demonstrate the value of our approach by analyzing realistic flux measurements of E.coli. In particular, we find that the growth-associated maintenance (GAM) demand of ATP, which is typically integrated with the biomass reaction, is likely overestimated in recent genome-scale models, at least for certain growth conditions. In light of these findings, we discuss issues related to the determination and inclusion of GAM values in constraint-based models. Overall, our method can uncover potential errors and suggest adjustments in the assumed biomass composition in FBA models based on inconsistencies between the model and measured fluxes. AVAILABILITY AND IMPLEMENTATION The developed method has been implemented in our software tool CNApy available from https://github.com/cnapy-org/CNApy.
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Affiliation(s)
- Axel von Kamp
- Analysis and Redesign of Biological Networks, Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg 39106, Germany
| | - Steffen Klamt
- Analysis and Redesign of Biological Networks, Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg 39106, Germany
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