Historical Contingency in Microbial Resilience to Hydrologic Perturbations
Development of reliable biogeochemical models requires a mechanistic consideration of microbial interactions with hydrology. Microbial response to and its recovery after hydrologic perturbations (i.e., resilience) is a critical component to understand in this regard, but generally difficult to predi...
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doaj-5702d426685c4137b6d2eec498ecb0cd2021-04-02T20:31:38ZengFrontiers Media S.A.Frontiers in Water2624-93752021-02-01310.3389/frwa.2021.590378590378Historical Contingency in Microbial Resilience to Hydrologic PerturbationsHyun-Seob Song0Hyun-Seob Song1Hyun-Seob Song2James C. Stegen3Emily B. Graham4Emily B. Graham5Timothy D. Scheibe6Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United StatesDepartment of Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, United StatesDepartment of Food Science and Technology, Nebraska Food for Health Center, University of Nebraska-Lincoln, Lincoln, NE, United StatesEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United StatesEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United StatesSchool of Biological Sciences, Washington State University, Pullman, WA, United StatesEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United StatesDevelopment of reliable biogeochemical models requires a mechanistic consideration of microbial interactions with hydrology. Microbial response to and its recovery after hydrologic perturbations (i.e., resilience) is a critical component to understand in this regard, but generally difficult to predict because the impacts of future events can be dependent on the history of perturbations (i.e., historical contingency). Fundamental issues underlying this phenomenon include how microbial resilience to hydrologic perturbations is influenced by historical contingency and how their relationships vary depending on the characteristics of microbial functions. To answer these questions, we considered a simple microbial community composed of two species that redundantly consume a common substrate but specialize in producing distinct products and developed a continuous flow reactor model where the two species grow with trade-offs along the flow rate. Simulations of this model revealed that (1) the history of hydrologic perturbations can lead to the shifts in microbial populations, which consequently affect the community's functional dynamics, and (2) while historical contingency in resilience was consistently predicted for all microbial functions, it was more pronounced for specialized functions, compared to the redundant function. As a signature of historical contingency, our model also predicted the emergence of hysteresis in the transitions across conditions, a critical aspect that can affect transient formation of intermediate compounds in biogeochemistry. This work presents microbial growth traits and their functional redundancy or specialization as fundamental factors that control historical contingencies in resilience.https://www.frontiersin.org/articles/10.3389/frwa.2021.590378/fullmicrobial communitieshysteresistrade-offstrait-based modelingco-existencebiogeochemistry |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hyun-Seob Song Hyun-Seob Song Hyun-Seob Song James C. Stegen Emily B. Graham Emily B. Graham Timothy D. Scheibe |
spellingShingle |
Hyun-Seob Song Hyun-Seob Song Hyun-Seob Song James C. Stegen Emily B. Graham Emily B. Graham Timothy D. Scheibe Historical Contingency in Microbial Resilience to Hydrologic Perturbations Frontiers in Water microbial communities hysteresis trade-offs trait-based modeling co-existence biogeochemistry |
author_facet |
Hyun-Seob Song Hyun-Seob Song Hyun-Seob Song James C. Stegen Emily B. Graham Emily B. Graham Timothy D. Scheibe |
author_sort |
Hyun-Seob Song |
title |
Historical Contingency in Microbial Resilience to Hydrologic Perturbations |
title_short |
Historical Contingency in Microbial Resilience to Hydrologic Perturbations |
title_full |
Historical Contingency in Microbial Resilience to Hydrologic Perturbations |
title_fullStr |
Historical Contingency in Microbial Resilience to Hydrologic Perturbations |
title_full_unstemmed |
Historical Contingency in Microbial Resilience to Hydrologic Perturbations |
title_sort |
historical contingency in microbial resilience to hydrologic perturbations |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Water |
issn |
2624-9375 |
publishDate |
2021-02-01 |
description |
Development of reliable biogeochemical models requires a mechanistic consideration of microbial interactions with hydrology. Microbial response to and its recovery after hydrologic perturbations (i.e., resilience) is a critical component to understand in this regard, but generally difficult to predict because the impacts of future events can be dependent on the history of perturbations (i.e., historical contingency). Fundamental issues underlying this phenomenon include how microbial resilience to hydrologic perturbations is influenced by historical contingency and how their relationships vary depending on the characteristics of microbial functions. To answer these questions, we considered a simple microbial community composed of two species that redundantly consume a common substrate but specialize in producing distinct products and developed a continuous flow reactor model where the two species grow with trade-offs along the flow rate. Simulations of this model revealed that (1) the history of hydrologic perturbations can lead to the shifts in microbial populations, which consequently affect the community's functional dynamics, and (2) while historical contingency in resilience was consistently predicted for all microbial functions, it was more pronounced for specialized functions, compared to the redundant function. As a signature of historical contingency, our model also predicted the emergence of hysteresis in the transitions across conditions, a critical aspect that can affect transient formation of intermediate compounds in biogeochemistry. This work presents microbial growth traits and their functional redundancy or specialization as fundamental factors that control historical contingencies in resilience. |
topic |
microbial communities hysteresis trade-offs trait-based modeling co-existence biogeochemistry |
url |
https://www.frontiersin.org/articles/10.3389/frwa.2021.590378/full |
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