Integrating ecological and engineering concepts of resilience in microbial communities
Abstract
We note that many definitions of resilience have been proffered for natural and engineered ecosystems, but a conceptual consensus on resilience in microbial communities is still lacking. Here, we argue that the disconnect largely results from the wide variance in microbial community complexity, which range from simple synthetic consortia to complex natural communities, and divergence between the typical practical outcomes emphasized by ecologists and engineers. Viewing microbial communities as elasto-plastic systems, we argue that this gap between the engineering and ecological definitions of resilience stems from their respective emphases on elastic and plastic deformation, respectively. We propose that the two concepts may be fundamentally united around the resilience of function rather than state in microbial communities and the regularity in the relationship between environmental variation and a community’s functional response. Furthermore, we posit that functional resilience is an intrinsic property of microbial communities, suggesting that state changes in response to environmental variation may be a key mechanism driving resilience in microbial communities.
- Authors:
-
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Biological Sciences Division
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab.
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1240232
- Report Number(s):
- PNNL-SA-112189
Journal ID: ISSN 1664-302X; KP1601010
- Grant/Contract Number:
- AC05-76RL01830
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Frontiers in Microbiology
- Additional Journal Information:
- Journal Volume: 6; Journal ID: ISSN 1664-302X
- Publisher:
- Frontiers Research Foundation
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; microbial communities; microbial ecology; resilience; resistance; robustness; stability; networks
Citation Formats
Song, Hyun -Seob, Renslow, Ryan S., Fredrickson, Jim K., and Lindemann, Stephen R. Integrating ecological and engineering concepts of resilience in microbial communities. United States: N. p., 2015.
Web. doi:10.3389/fmicb.2015.01298.
Song, Hyun -Seob, Renslow, Ryan S., Fredrickson, Jim K., & Lindemann, Stephen R. Integrating ecological and engineering concepts of resilience in microbial communities. United States. https://doi.org/10.3389/fmicb.2015.01298
Song, Hyun -Seob, Renslow, Ryan S., Fredrickson, Jim K., and Lindemann, Stephen R. Tue .
"Integrating ecological and engineering concepts of resilience in microbial communities". United States. https://doi.org/10.3389/fmicb.2015.01298. https://www.osti.gov/servlets/purl/1240232.
@article{osti_1240232,
title = {Integrating ecological and engineering concepts of resilience in microbial communities},
author = {Song, Hyun -Seob and Renslow, Ryan S. and Fredrickson, Jim K. and Lindemann, Stephen R.},
abstractNote = {We note that many definitions of resilience have been proffered for natural and engineered ecosystems, but a conceptual consensus on resilience in microbial communities is still lacking. Here, we argue that the disconnect largely results from the wide variance in microbial community complexity, which range from simple synthetic consortia to complex natural communities, and divergence between the typical practical outcomes emphasized by ecologists and engineers. Viewing microbial communities as elasto-plastic systems, we argue that this gap between the engineering and ecological definitions of resilience stems from their respective emphases on elastic and plastic deformation, respectively. We propose that the two concepts may be fundamentally united around the resilience of function rather than state in microbial communities and the regularity in the relationship between environmental variation and a community’s functional response. Furthermore, we posit that functional resilience is an intrinsic property of microbial communities, suggesting that state changes in response to environmental variation may be a key mechanism driving resilience in microbial communities.},
doi = {10.3389/fmicb.2015.01298},
journal = {Frontiers in Microbiology},
number = ,
volume = 6,
place = {United States},
year = {Tue Dec 01 00:00:00 EST 2015},
month = {Tue Dec 01 00:00:00 EST 2015}
}
Web of Science
Works referenced in this record:
Lake microbial communities are resilient after a whole-ecosystem disturbance
journal, June 2012
- Shade, Ashley; Read, Jordan S.; Youngblut, Nicholas D.
- The ISME Journal, Vol. 6, Issue 12
Impact of fire on active layer and permafrost microbial communities and metagenomes in an upland Alaskan boreal forest
journal, April 2014
- Taş, Neslihan; Prestat, Emmanuel; McFarland, Jack W.
- The ISME Journal, Vol. 8, Issue 9
Prokaryotes: The unseen majority
journal, June 1998
- Whitman, W. B.; Coleman, D. C.; Wiebe, W. J.
- Proceedings of the National Academy of Sciences, Vol. 95, Issue 12
Slow Recovery from Perturbations as a Generic Indicator of a Nearby Catastrophic Shift
journal, June 2007
- van Nes, Egbert H.; Scheffer, Marten
- The American Naturalist, Vol. 169, Issue 6
Erratum: Corrigendum: Recovery rates reflect distance to a tipping point in a living system
journal, April 2012
- Veraart, Annelies J.; Faassen, Elisabeth J.; Dakos, Vasilis
- Nature, Vol. 484, Issue 7394
What is microbial community ecology?
journal, August 2009
- Konopka, Allan
- The ISME Journal, Vol. 3, Issue 11
Ecological control analysis: being(s) in control of mass flux and metabolite concentrations in anaerobic degradation processes
journal, February 2007
- Röling, Wilfred F. M.; van Breukelen, Boris M.; Bruggeman, Frank J.
- Environmental Microbiology, Vol. 9, Issue 2
Fundamentals of Microbial Community Resistance and Resilience
journal, January 2012
- Shade, Ashley; Peter, Hannes; Allison, Steven D.
- Frontiers in Microbiology, Vol. 3
Networked buffering: a basic mechanism for distributed robustness in complex adaptive systems
journal, June 2010
- Whitacre, James M.; Bender, Axel
- Theoretical Biology and Medical Modelling, Vol. 7, Issue 1
Direct measurement and characterization of active photosynthesis zones inside wastewater remediating and biofuel producing microalgal biofilms
journal, March 2014
- Bernstein, Hans C.; Kesaano, Maureen; Moll, Karen
- Bioresource Technology, Vol. 156
Marine microbial community dynamics and their ecological interpretation
journal, February 2015
- Fuhrman, Jed A.; Cram, Jacob A.; Needham, David M.
- Nature Reviews Microbiology, Vol. 13, Issue 3
Mathematical Modeling of Microbial Community Dynamics: A Methodological Review
journal, October 2014
- Song, Hyun-Seob; Cannon, William; Beliaev, Alexander
- Processes, Vol. 2, Issue 4
Resistance, resilience, and redundancy in microbial communities
journal, August 2008
- Allison, S. D.; Martiny, J. B. H.
- Proceedings of the National Academy of Sciences, Vol. 105, Issue Supplement 1
Complex Nonlinear Behavior in Metabolic Processes: Global Bifurcation Analysis of Escherichia coli Growth on Multiple Substrates
journal, September 2013
- Song, Hyun-Seob; Ramkrishna, Doraiswami
- Processes, Vol. 1, Issue 3
Microbiome Data Distinguish Patients with Clostridium difficile Infection and Non-C. difficile-Associated Diarrhea from Healthy Controls
journal, May 2014
- Schubert, Alyxandria M.; Rogers, Mary A. M.; Ring, Cathrin
- mBio, Vol. 5, Issue 3
Predicting a Human Gut Microbiota's Response to Diet in Gnotobiotic Mice
journal, May 2011
- Faith, J. J.; McNulty, N. P.; Rey, F. E.
- Science, Vol. 333, Issue 6038
Rising to the challenge of sustaining coral reef resilience
journal, November 2010
- Hughes, Terry P.; Graham, Nicholas A. J.; Jackson, Jeremy B. C.
- Trends in Ecology & Evolution, Vol. 25, Issue 11
Microbial communities from different types of natural wastewater treatment systems: Vertical and horizontal flow constructed wetlands and biofilters
journal, May 2014
- Adrados, B.; Sánchez, O.; Arias, C. A.
- Water Research, Vol. 55
Generic Indicators for Loss of Resilience Before a Tipping Point Leading to Population Collapse
journal, May 2012
- Dai, L.; Vorselen, D.; Korolev, K. S.
- Science, Vol. 336, Issue 6085
Microbiota Dynamics in Patients Treated with Fecal Microbiota Transplantation for Recurrent Clostridium difficile Infection
journal, November 2013
- Song, Yang; Garg, Shashank; Girotra, Mohit
- PLoS ONE, Vol. 8, Issue 11
Wastewater treatment high rate algal ponds for biofuel production
journal, January 2011
- Park, J. B. K.; Craggs, R. J.; Shilton, A. N.
- Bioresource Technology, Vol. 102, Issue 1, p. 35-42
Dynamic changes in short- and long-term bacterial composition following fecal microbiota transplantation for recurrent Clostridium difficile infection
journal, March 2015
- Weingarden, Alexa; González, Antonio; Vázquez-Baeza, Yoshiki
- Microbiome, Vol. 3, Issue 1
Critical slowing down as early warning for the onset of collapse in mutualistic communities
journal, November 2014
- Dakos, Vasilis; Bascompte, Jordi
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 49
Resilience and Stability of Ecological Systems
journal, November 1973
- Holling, C. S.
- Annual Review of Ecology and Systematics, Vol. 4, Issue 1
The epsomitic phototrophic microbial mat of Hot Lake, Washington: community structural responses to seasonal cycling
journal, January 2013
- Lindemann, Stephen R.; Moran, James J.; Stegen, James C.
- Frontiers in Microbiology, Vol. 4
Microbial Ecology of Ocean Biogeochemistry: A Community Perspective
journal, May 2008
- Strom, S. L.
- Science, Vol. 320, Issue 5879
Integrated in silico Analyses of Regulatory and Metabolic Networks of Synechococcus sp. PCC 7002 Reveal Relationships between Gene Centrality and Essentiality
journal, March 2015
- Song, Hyun-Seob; McClure, Ryan; Bernstein, Hans
- Life, Vol. 5, Issue 2
Biological robustness
journal, November 2004
- Kitano, Hiroaki
- Nature Reviews Genetics, Vol. 5, Issue 11
Effects of Biodiversity on Ecosystem Functioning: a Consensus of Current Knowledge
journal, February 2005
- Hooper, D. U.; Chapin, F. S.; Ewel, J. J.
- Ecological Monographs, Vol. 75, Issue 1
Dynamics in microbial communities: unraveling mechanisms to identify principles
journal, December 2014
- Konopka, Allan; Lindemann, Stephen; Fredrickson, Jim
- The ISME Journal, Vol. 9, Issue 7
Multiple High-Throughput Analyses Monitor the Response of E. coli to Perturbations
journal, April 2007
- Ishii, N.; Nakahigashi, K.; Baba, T.
- Science, Vol. 316, Issue 5824
The Theory of Biological Robustness and Its Implication in Cancer
book, January 2007
- Kitano, H.
- Systems Biology
Babel, or the ecological stability discussions: an inventory and analysis of terminology and a guide for avoiding confusion
journal, February 1997
- Grimm, V.; Wissel, Christian
- Oecologia, Vol. 109, Issue 3
Reverse Engineering of Biological Complexity
journal, March 2002
- Csete, M. E.
- Science, Vol. 295, Issue 5560
Long-term monitoring reveals stable and remarkably similar microbial communities in parallel full-scale biogas reactors digesting energy crops
journal, January 2015
- Lucas, Rico; Kuchenbuch, Anne; Fetzer, Ingo
- FEMS Microbiology Ecology, Vol. 91, Issue 3
Individualized medicine and the microbiome in reproductive tract
journal, April 2015
- Braundmeier, Andrea G.; Lenz, Katherine M.; Inman, Kristin S.
- Frontiers in Physiology, Vol. 6
What Is Resilience? A Short Introduction
book, January 2011
- Grimm, Volker; Calabrese, Justin M.
- Understanding Complex Systems
From Metaphor to Measurement: Resilience of What to What?
journal, December 2001
- Carpenter, Steve; Walker, Brian; Anderies, J. Marty
- Ecosystems, Vol. 4, Issue 8
Global Resilience of Tropical Forest and Savanna to Critical Transitions
journal, October 2011
- Hirota, M.; Holmgren, M.; Van Nes, E. H.
- Science, Vol. 334, Issue 6053
Exacting predictions by cybernetic model confirmed experimentally: Steady state multiplicity in the chemostat
journal, July 2012
- Kim, Jin Il; Song, Hyun-Seob; Sunkara, Sunil R.
- Biotechnology Progress, Vol. 28, Issue 5
Prediction of Metabolic Flux Distribution from Gene Expression Data Based on the Flux Minimization Principle
journal, November 2014
- Song, Hyun-Seob; Reifman, Jaques; Wallqvist, Anders
- PLoS ONE, Vol. 9, Issue 11
Slower recovery in space before collapse of connected populations
journal, April 2013
- Dai, Lei; Korolev, Kirill S.; Gore, Jeff
- Nature, Vol. 496, Issue 7445
Invariability of central metabolic flux distribution in Shewanella oneidensis MR-1 under environmental or genetic perturbations
journal, July 2009
- Tang, Yinjie J.; Martin, Hector Garcia; Deutschbauer, Adam
- Biotechnology Progress, Vol. 25, Issue 5
Highly optimized tolerance: A mechanism for power laws in designed systems
journal, August 1999
- Carlson, J. M.; Doyle, John
- Physical Review E, Vol. 60, Issue 2
Insights into the resistance and resilience of the soil microbial community
journal, March 2013
- Griffiths, Bryan S.; Philippot, Laurent
- FEMS Microbiology Reviews, Vol. 37, Issue 2
The Microbial Engines That Drive Earth's Biogeochemical Cycles
journal, May 2008
- Falkowski, P. G.; Fenchel, T.; Delong, E. F.
- Science, Vol. 320, Issue 5879
No Vacancy: How Beneficial Microbes Cooperate with Immunity To Provide Colonization Resistance to Pathogens
journal, April 2015
- Sassone-Corsi, Martina; Raffatellu, Manuela
- The Journal of Immunology, Vol. 194, Issue 9
Resilience, Robustness, and Marine Ecosystem-based Management
journal, January 2008
- Levin, Simon A.; Lubchenco, Jane
- BioScience, Vol. 58, Issue 1
Staphylococcus aureus Induces Hypoxia and Cellular Damage in Porcine Dermal Explants
journal, April 2015
- Lone, Abdul G.; Atci, Erhan; Renslow, Ryan
- Infection and Immunity, Vol. 83, Issue 6
Evidence of Microbial Regulation of Biogeochemical Cycles from a Study on Methane Flux and Land Use Change
journal, April 2013
- Nazaries, Loïc; Pan, Yao; Bodrossy, Levente
- Applied and Environmental Microbiology, Vol. 79, Issue 13
Generic Indicators for Loss of Resilience Before a Tipping Point Leading to Population Collapse
journal, March 2013
- Dai, L.; Vorselen, D.; Korolev, K. S.
- Journal Club for Condensed Matter Physics
Biological Robustness
text, January 2018
- Unknown, (:Unkn)
- Apollo - University of Cambridge Repository
Effects of biodiversity on ecosystem functioning: a consensus of current knowledge
text, January 2005
- Hooper, D. U.; S., Chapin III, F.; Ewel, J. J.
- Ecological Society of America
Invariability of central metabolic flux distribution in Shewanella oneidensis MR-1 under environmental or genetic perturbations
journal, July 2009
- Tang, Yinjie J.; Martin, Hector Garcia; Deutschbauer, Adam
- Biotechnology Progress, Vol. 25, Issue 5
The Theory of Biological Robustness and Its Implication in Cancer
book, January 2007
- Kitano, H.
- Systems Biology
Babel, or the ecological stability discussions: an inventory and analysis of terminology and a guide for avoiding confusion
journal, February 1997
- Grimm, V.; Wissel, Christian
- Oecologia, Vol. 109, Issue 3
From Metaphor to Measurement: Resilience of What to What?
journal, December 2001
- Carpenter, Steve; Walker, Brian; Anderies, J. Marty
- Ecosystems, Vol. 4, Issue 8
Role of apoptosis repressor with caspase recruitment domain (ARC) in cell death and cardiovascular disease
journal, February 2021
- Zhang, Jing; Zheng, Xianxin; Wang, Peiyan
- Apoptosis, Vol. 26, Issue 1-2
First principles of terrestrial life: exemplars for potential extra-terrestrial biology
journal, July 2022
- von Hegner, Ian
- Theory in Biosciences, Vol. 141, Issue 3
Wastewater treatment high rate algal ponds for biofuel production
journal, January 2011
- Park, J. B. K.; Craggs, R. J.; Shilton, A. N.
- Bioresource Technology, Vol. 102, Issue 1, p. 35-42
Direct measurement and characterization of active photosynthesis zones inside wastewater remediating and biofuel producing microalgal biofilms
journal, March 2014
- Bernstein, Hans C.; Kesaano, Maureen; Moll, Karen
- Bioresource Technology, Vol. 156
Rising to the challenge of sustaining coral reef resilience
journal, November 2010
- Hughes, Terry P.; Graham, Nicholas A. J.; Jackson, Jeremy B. C.
- Trends in Ecology & Evolution, Vol. 25, Issue 11
Microbial communities from different types of natural wastewater treatment systems: Vertical and horizontal flow constructed wetlands and biofilters
journal, May 2014
- Adrados, B.; Sánchez, O.; Arias, C. A.
- Water Research, Vol. 55
Lake microbial communities are resilient after a whole-ecosystem disturbance
journal, June 2012
- Shade, Ashley; Read, Jordan S.; Youngblut, Nicholas D.
- The ISME Journal, Vol. 6, Issue 12
Dynamics in microbial communities: unraveling mechanisms to identify principles
journal, December 2014
- Konopka, Allan; Lindemann, Stephen; Fredrickson, Jim
- The ISME Journal, Vol. 9, Issue 7
Impact of fire on active layer and permafrost microbial communities and metagenomes in an upland Alaskan boreal forest
journal, April 2014
- Taş, Neslihan; Prestat, Emmanuel; McFarland, Jack W.
- The ISME Journal, Vol. 8, Issue 9
Erratum: Corrigendum: Recovery rates reflect distance to a tipping point in a living system
journal, April 2012
- Veraart, Annelies J.; Faassen, Elisabeth J.; Dakos, Vasilis
- Nature, Vol. 484, Issue 7394
Marine microbial community dynamics and their ecological interpretation
journal, February 2015
- Fuhrman, Jed A.; Cram, Jacob A.; Needham, David M.
- Nature Reviews Microbiology, Vol. 13, Issue 3
Critical slowing down as early warning for the onset of collapse in mutualistic communities
journal, November 2014
- Dakos, Vasilis; Bascompte, Jordi
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 49
Slow Recovery from Perturbations as a Generic Indicator of a Nearby Catastrophic Shift
journal, June 2007
- van Nes, Egbert H.; Scheffer, Marten
- The American Naturalist, Vol. 169, Issue 6
Highly optimized tolerance: A mechanism for power laws in designed systems
journal, August 1999
- Carlson, J. M.; Doyle, John
- Physical Review E, Vol. 60, Issue 2
Ecological control analysis: being(s) in control of mass flux and metabolite concentrations in anaerobic degradation processes
journal, February 2007
- Röling, Wilfred F. M.; van Breukelen, Boris M.; Bruggeman, Frank J.
- Environmental Microbiology, Vol. 9, Issue 2
Multiple High-Throughput Analyses Monitor the Response of E. coli to Perturbations
journal, April 2007
- Ishii, N.; Nakahigashi, K.; Baba, T.
- Science, Vol. 316, Issue 5824
The Microbial Engines That Drive Earth's Biogeochemical Cycles
journal, May 2008
- Falkowski, P. G.; Fenchel, T.; Delong, E. F.
- Science, Vol. 320, Issue 5879
Microbial Ecology of Ocean Biogeochemistry: A Community Perspective
journal, May 2008
- Strom, S. L.
- Science, Vol. 320, Issue 5879
Predicting a Human Gut Microbiota's Response to Diet in Gnotobiotic Mice
journal, May 2011
- Faith, J. J.; McNulty, N. P.; Rey, F. E.
- Science, Vol. 333, Issue 6038
Global Resilience of Tropical Forest and Savanna to Critical Transitions
journal, October 2011
- Hirota, M.; Holmgren, M.; Van Nes, E. H.
- Science, Vol. 334, Issue 6053
Generic Indicators for Loss of Resilience Before a Tipping Point Leading to Population Collapse
journal, May 2012
- Dai, L.; Vorselen, D.; Korolev, K. S.
- Science, Vol. 336, Issue 6085
Microbiome Data Distinguish Patients with Clostridium difficile Infection and Non-C. difficile-Associated Diarrhea from Healthy Controls
journal, May 2014
- Schubert, Alyxandria M.; Rogers, Mary A. M.; Ring, Cathrin
- mBio, Vol. 5, Issue 3
Resilience and Stability of Ecological Systems
journal, November 1973
- Holling, C. S.
- Annual Review of Ecology and Systematics, Vol. 4, Issue 1
Networked buffering: a basic mechanism for distributed robustness in complex adaptive systems
journal, June 2010
- Whitacre, James M.; Bender, Axel
- Theoretical Biology and Medical Modelling, Vol. 7, Issue 1
Dynamic changes in short- and long-term bacterial composition following fecal microbiota transplantation for recurrent Clostridium difficile infection
journal, March 2015
- Weingarden, Alexa; González, Antonio; Vázquez-Baeza, Yoshiki
- Microbiome, Vol. 3, Issue 1
Microbiota Dynamics in Patients Treated with Fecal Microbiota Transplantation for Recurrent Clostridium difficile Infection
journal, November 2013
- Song, Yang; Garg, Shashank; Girotra, Mohit
- PLoS ONE, Vol. 8, Issue 11
Prediction of Metabolic Flux Distribution from Gene Expression Data Based on the Flux Minimization Principle
journal, November 2014
- Song, Hyun-Seob; Reifman, Jaques; Wallqvist, Anders
- PLoS ONE, Vol. 9, Issue 11
Effects of Biodiversity on Ecosystem Functioning: a Consensus of Current Knowledge
journal, February 2005
- Hooper, D. U.; Chapin, F. S.; Ewel, J. J.
- Ecological Monographs, Vol. 75, Issue 1
The epsomitic phototrophic microbial mat of Hot Lake, Washington: community structural responses to seasonal cycling
journal, January 2013
- Lindemann, Stephen R.; Moran, James J.; Stegen, James C.
- Frontiers in Microbiology, Vol. 4
Individualized medicine and the microbiome in reproductive tract
journal, April 2015
- Braundmeier, Andrea G.; Lenz, Katherine M.; Inman, Kristin S.
- Frontiers in Physiology, Vol. 6
Integrated in silico Analyses of Regulatory and Metabolic Networks of Synechococcus sp. PCC 7002 Reveal Relationships between Gene Centrality and Essentiality
journal, March 2015
- Song, Hyun-Seob; McClure, Ryan; Bernstein, Hans
- Life, Vol. 5, Issue 2
Mathematical Modeling of Microbial Community Dynamics: A Methodological Review
journal, October 2014
- Song, Hyun-Seob; Cannon, William; Beliaev, Alexander
- Processes, Vol. 2, Issue 4
No Vacancy: How Beneficial Microbes Cooperate with Immunity To Provide Colonization Resistance to Pathogens
journal, April 2015
- Sassone-Corsi, Martina; Raffatellu, Manuela
- The Journal of Immunology, Vol. 194, Issue 9
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journal, February 2019
- Clarke, Gerard; Sandhu, Kiran V.; Griffin, Brendan T.
- Pharmacological Reviews, Vol. 71, Issue 2
Disentangling the Influence of Environment, Host Specificity and Thallus Differentiation on Bacterial Communities in Siphonous Green Seaweeds
journal, April 2019
- Morrissey, Kathryn Lee; Çavaş, Levent; Willems, Anne
- Frontiers in Microbiology, Vol. 10
Antibiotic resilience: a necessary concept to complement antibiotic resistance?
journal, December 2019
- Carvalho, Gabriel; Forestier, Christiane; Mathias, Jean-Denis
- Proceedings of the Royal Society B: Biological Sciences, Vol. 286, Issue 1916
Community recovery dynamics in yellow perch microbiome after gradual and constant metallic perturbations
journal, February 2020
- Cheaib, Bachar; Seghouani, Hamza; Ijaz, Umer Zeeshan
- Microbiome, Vol. 8, Issue 1
Engineering microbial consortia for controllable outputs
journal, March 2016
- Lindemann, Stephen R.; Bernstein, Hans C.; Song, Hyun-Seob
- The ISME Journal, Vol. 10, Issue 9
Microbial Communities Are Well Adapted to Disturbances in Energy Input
journal, October 2016
- Fernandez-Gonzalez, Nuria; Huber, Julie A.; Vallino, Joseph J.
- mSystems, Vol. 1, Issue 5
Synthetic photosynthetic consortia define interactions leading to robustness and photoproduction
journal, January 2017
- Hays, Stephanie G.; Yan, Leo L. W.; Silver, Pamela A.
- Journal of Biological Engineering, Vol. 11, Issue 1
Potential and active functions in the gut microbiota of a healthy human cohort
journal, July 2017
- Tanca, Alessandro; Abbondio, Marcello; Palomba, Antonio
- Microbiome, Vol. 5, Issue 1
A Generalized Spatial Measure for Resilience of Microbial Systems
journal, April 2016
- Renslow, Ryan S.; Lindemann, Stephen R.; Song, Hyun-Seob
- Frontiers in Microbiology, Vol. 7
Regulation-Structured Dynamic Metabolic Model Provides a Potential Mechanism for Delayed Enzyme Response in Denitrification Process
journal, September 2017
- Song, Hyun-Seob; Thomas, Dennis G.; Stegen, James C.
- Frontiers in Microbiology, Vol. 8
Vancomycin and/or Multidrug-Resistant Citrobacter Freundii Altered the Metabolic Pattern of Soil Microbial Community
journal, May 2018
- Cycoń, Mariusz; Orlewska, Kamila; Markowicz, Anna
- Frontiers in Microbiology, Vol. 9
Use of the PCR-DGGE Method for the Analysis of the Bacterial Community Structure in Soil Treated With the Cephalosporin Antibiotic Cefuroxime and/or Inoculated With a Multidrug-Resistant Pseudomonas putida Strain MC1
journal, June 2018
- Orlewska, Kamila; Piotrowska-Seget, Zofia; Cycoń, Mariusz
- Frontiers in Microbiology, Vol. 9
Application of Erythromycin and/or Raoultella sp. Strain MC3 Alters the Metabolic Activity of Soil Microbial Communities as Revealed by the Community Level Physiological Profiling Approach
journal, November 2020
- Cycoń, Mariusz; Markowicz, Anna; Wąsik, Tomasz J.
- Microorganisms, Vol. 8, Issue 12
Functional Diversity of Soil Microbial Communities in Response to the Application of Cefuroxime and/or Antibiotic-Resistant Pseudomonas putida Strain MC1
journal, October 2018
- Orlewska, Kamila; Markowicz, Anna; Piotrowska-Seget, Zofia
- Sustainability, Vol. 10, Issue 10