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Title: Mutations in global regulators lead to metabolic selection during adaptation to complex environments

Journal Article · · PLoS Genetics
 [1];  [2];  [3];  [3];  [3];  [1];  [1];  [1];  [1];  [4];  [1];  [5];  [3];  [1];  [6]
  1. Rice Univ., Houston, TX (United States)
  2. United States Army Edgewood Chemical Biological Center, Aberdeen Proving Ground, MD (United States); EXCET, Inc., Springfield, VA (United Kingdom)
  3. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  4. Northern Arizona Univ., Flagstaff, AZ (United States)
  5. United States Army Edgewood Chemical Biological Center, Aberdeen Proving Ground, MD (United States)
  6. Univ. Paris Descartes (France)

Adaptation to ecologically complex environments can provide insights into the evolutionary dynamics and functional constraints encountered by organisms during natural selection. Unlike adaptation to a single limiting resource, adaptation to a new environment with abundant and varied resources can be difficult to achieve by small incremental changes since many mutations are required to achieve even modest gains in fitness. Since changing complex environments are quite common in nature, we investigated how such an epistatic bottleneck can be avoided to allow rapid adaptation. We show that adaptive mutations arise repeatedly in independently evolved populations in the context of greatly increased genetic and phenotypic diversity. We go on to show that weak selection requiring substantial metabolic reprogramming can be readily achieved by mutations in the global response regulator arcA and the stress response regulator rpoS. We identified 46 unique single-nucleotide variants of arcA and 18 mutations in rpoS, nine of which resulted in stop codons or large deletions, suggesting that a subtle modulation of ArcA function and knockouts of rpoS are largely responsible for the metabolic shifts leading to adaptation. These mutations allow a higher order “metabolic selection” that eliminates epistatic bottlenecks, which could occur when many changes would be required. Proteomic and carbohydrate analysis of adapting E. coli populations revealed an up-regulation of enzymes associated with the TCA cycle and amino acid metabolism and an increase in the secretion of putrescine. The overall effect of adaptation across populations is to redirect and efficiently utilize uptake and catabolism of abundant amino acids. Concomitantly, there is a pronounced spread of more ecologically limited strains that results from specialization through metabolic erosion. Remarkably, the global regulators arcA and rpoS can provide a “one-step” mechanism of adaptation to a novel environment, which highlights the importance of global resource management as a powerful strategy to adaptation.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1166862
Report Number(s):
PNNL-SA-106551; 400403909
Journal Information:
PLoS Genetics, Vol. 10, Issue 12; ISSN 1553-7404
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 33 works
Citation information provided by
Web of Science

References (90)

Long-Term Dynamics of Adaptation in Asexual Populations journal November 2013
Polyamines in microorganisms. journal January 1985
Purification and phosphorylation of the Arc regulatory components of Escherichia coli. journal September 1992
Efflux pumps of Gram-negative bacteria: what they do, how they do it, with what and how to deal with them journal January 2014
EFFECTS OF TEMPERATURE ON THE FITNESS COST OF RESISTANCE TO BACTERIOPHAGE T4 IN ESCHERICHIA COLI. journal June 2009
Long-term survival during stationary phase: evolution and the GASP phenotype journal February 2006
Synonymous but not the same: the causes and consequences of codon bias journal November 2010
Small changes in enzyme function can lead to surprisingly large fitness effects during adaptive evolution of antibiotic resistance journal December 2012
Long-Term Experimental Evolution in Escherichia coli. I. Adaptation and Divergence During 2,000 Generations journal December 1991
Role of RpoS in Virulence of Pathogens journal November 2009
Adaptation of Enterococcus faecalis to Daptomycin Reveals an Ordered Progression to Resistance journal December 2013
Comparative genomics and transcriptomics analysis of experimentally evolved Escherichia coli  MC1000 in complex environments : Omics of evolved journal August 2013
The Genetic Basis of Thermal Reaction Norm Evolution in Lab and Natural Phage Populations journal June 2006
Short-Chain Fatty Acids and Human Colonic Function: Roles of Resistant Starch and Nonstarch Polysaccharides journal July 2001
Putrescine catabolism is a metabolic response to several stresses in Escherichia coli : Putrescine catabolism and stress journal March 2013
Stress-Induced Mutagenesis in Bacteria journal January 2007
Genome-wide Mutational Diversity in an Evolving Population of Escherichia coli journal January 2009
The RAST Server: Rapid Annotations using Subsystems Technology journal January 2008
Diminishing Returns Epistasis Among Beneficial Mutations Decelerates Adaptation journal June 2011
Spontaneous Mutation Accumulation Studies in Evolutionary Genetics journal December 2009
Clonal Adaptive Radiation in a Constant Environment journal July 2006
Stress-Induced Mutagenesis in Bacteria journal May 2003
Codon preferences in free-living microorganisms. journal January 1990
Partitioning of Resources and the Outcome of Interspecific Competition: A Model and Some General Considerations journal March 1973
Polyamines Are Not Required for Aerobic Growth of Escherichia coli: Preparation of a Strain with Deletions in All of the Genes for Polyamine Biosynthesis journal June 2009
Stress-Induced Mutagenesis in Bacteria book January 2013
The Genetic Basis of Thermal Reaction Norm Evolution in Lab and Natural Phage Populations text January 2006
Global metabolic regulation analysis for Escherichia coli K12 based on protein expression by 2-dimensional electrophoresis and enzyme activity measurement journal January 2003
The effect of population structure on the adaptive radiation of microbial populations evolving in spatially structured environments: Spatial structure and adaptive radiation journal August 2006
The RpoS-Mediated General Stress Response in Escherichia coli journal October 2011
Identity and Function of a Large Gene Network Underlying Mutagenic Repair of DNA Breaks journal December 2012
Pervasive genetic hitchhiking and clonal interference in forty evolving yeast populations journal July 2013
Evidence that putrescine acts as an extracellular signal required for swarming in Proteus mirabilis: Role of putrescine in swarming journal January 2004
Effect of oxygen on theEscherichia coli ArcA and FNR regulation systems and metabolic responses journal January 2005
Structural Analysis and Solution Studies of the Activated Regulatory Domain of the Response Regulator ArcA: A Symmetric Dimer Mediated by the α4-β5-α5 Face journal May 2005
Epistasis and Allele Specificity in the Emergence of a Stable Polymorphism in Escherichia coli journal March 2014
Experimental Evidence for Sympatric Ecological Diversification due to Frequency-Dependent Competition in Escherichia coli journal January 2004
The population genetics of ecological specialization in evolving Escherichia coli populations journal October 2000
A Regulatory Trade-Off as a Source of Strain Variation in the Species Escherichia coli journal August 2004
Parallel Evolutionary Dynamics of Adaptive Diversification in Escherichia coli journal February 2013
Adaptive radiation in a heterogeneous environment journal July 1998
Experimental Evidence for Sympatric Ecological Diversification due to Frequency-Dependent Competition in Escherichia coli journal February 2004
DAnTE: a statistical tool for quantitative analysis of -omics data journal May 2008
Evolution of global regulatory networks during a long-term experiment withEscherichia coli journal January 2007
Contingency and Determinism in Replicated Adaptive Radiations of Island Lizards journal March 1998
Parallel changes in gene expression after 20,000 generations of evolution in Escherichia coli journal January 2003
Characterizing and measuring bias in sequence data journal January 2013
Stress-induced Mutagenesis in Bacteria book November 2011
Nutritional Basis for Colonization Resistance by Human Commensal Escherichia coli Strains HS and Nissle 1917 against E. coli O157:H7 in the Mouse Intestine journal January 2013
The predictability of molecular evolution during functional innovation journal February 2014
Evolution of the mutation rate journal August 2010
Maintaining a healthy SPANC balance through regulatory and mutational adaptation: Stress resistance and metabolic capability journal May 2005
The influence of cellular physiology on the initiation of mutational pathways in Escherichia coli populations
  • Notley–McRobb, Lucinda; Seeto, Shona; Ferenci, Thomas
  • Proceedings of the Royal Society of London. Series B: Biological Sciences, Vol. 270, Issue 1517 https://doi.org/10.1098/rspb.2002.2295
journal April 2003
Whole Genome Sequencing of Mutation Accumulation Lines Reveals a Low Mutation Rate in the Social Amoeba Dictyostelium discoideum journal October 2012
Evolutionary fates within a microbial population highlight an essential role for protein folding during natural selection journal January 2010
Effect ofrpoS gene knockout on the metabolism ofEscherichia coli during exponential growth phase and early stationary phase based on gene expressions, enzyme activities and intracellular metabolite concentrations journal June 2006
Advances in proteomics data analysis and display using an accurate mass and time tag approach journal January 2006
Long‐Term Experimental Evolution in Escherichia coli . VIII. Dynamics of a Balanced Polymorphism journal January 2000
The Bacterial Response Regulator ArcA Uses a Diverse Binding Site Architecture to Regulate Carbon Oxidation Globally journal October 2013
The Molecular Diversity of Adaptive Convergence journal January 2012
Nitrogen Assimilation and Global Regulation in Escherichia coli journal October 2003
Dynamics of adaptation and diversification: a 10,000-generation experiment with bacterial populations. journal July 1994
Identification of Mutations in Laboratory-Evolved Microbes from Next-Generation Sequencing Data Using breseq book January 2014
Negative Epistasis Between Beneficial Mutations in an Evolving Bacterial Population journal June 2011
Growth of Escherichia coli MG1655 on LB medium: monitoring utilization of amino acids, peptides, and nucleotides with transcriptional microarrays journal March 2006
Biogenic ammonia modifies antibiotic resistance at a distance in physically separated bacteria: Ammonia modifies antibiotic resistance at a distance journal June 2011
Evolutionary paths to antibiotic resistance under dynamically sustained drug selection journal December 2011
Natural Selection and Parallel Speciation in Sympatric Sticklebacks journal January 2000
Signal Decay through a Reverse Phosphorelay in the Arc Two-component Signal Transduction System journal December 1998
The Evolution of Ecological Specialization journal November 1988
Evolution experiments with microorganisms: the dynamics and genetic bases of adaptation journal June 2003
The response to selection on major and minor mutations affecting a metrical trait journal February 1983
Metabolic Erosion Primarily Through Mutation Accumulation, and Not Tradeoffs, Drives Limited Evolution of Substrate Specificity in Escherichia coli journal February 2014
Spatial structure leads to ecological breakdown and loss of diversity journal March 2009
An adaptive mutation in adenylate kinase that increases organismal fitness is linked to stability-activity trade-offs journal December 2007
Growth of Escherichia coli MG1655 on LB medium: monitoring utilization of sugars, alcohols, and organic acids with transcriptional microarrays journal April 2006
The SEED: a peer-to-peer environment for genome annotation journal November 2004
Biosynthetic arginine decarboxylase in Escherichia coli is synthesized as a precursor and located in the cell envelope. journal January 1985
Evolution of Escherichia coli During Growth in a Constant Environment journal July 1987
Microbial evolution in a simple unstructured environment: genetic differentiation in Escherichia coli. journal August 1994
Data from: Mutations in global regulators lead to metabolic selection during adaptation to complex environments
  • Saxer, Gerda; Krepps, Michael D.; Merkley, Eric D.
  • Dryad Digital Repository-Supplementary information for journal article at DOI: 10.1371/journal.pgen.1004872, 6 files https://doi.org/10.5061/dryad.3mj3m
dataset December 2014
Something in the air journal August 2011
Adaptation of Enterococcus faecalis to Daptomycin Reveals an Ordered Progression to Resistance journal August 2013
Adaptation and Heterogeneity of Escherichia coli MC1000 Growing in Complex Environments journal November 2012
The Global Regulator ArcA Modulates Expression of Virulence Factors in Vibrio cholerae journal September 2003
Impact of Global Transcriptional Regulation by ArcA, ArcB, Cra, Crp, Cya, Fnr, and Mlc on Glucose Catabolism in Escherichia coli journal April 2005
Polyamines in microorganisms. journal January 1985
Codon preferences in free-living microorganisms journal June 1990
The Repeatability of Adaptive Radiation During Long-Term Experimental Evolution of Escherichia coli in a Multiple Nutrient Environment journal December 2010
Escherichia coli Lacking RpoS Are Rare in Natural Populations of Non-Pathogens journal November 2012

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Data from: Mutations in global regulators lead to metabolic selection during adaptation to complex environments
  • Saxer, Gerda; Krepps, Michael D.; Merkley, Eric D.
  • Dryad Digital Repository-Supplementary information for journal article at DOI: 10.1371/journal.pgen.1004872, 6 files https://doi.org/10.5061/dryad.3mj3m
dataset December 2014
Genetic Adaptation to Growth Under Laboratory Conditions in Escherichia coli and Salmonella enterica journal April 2018
Disadvantages and benefits of evolved unicellularity versus multicellularity in budding yeast journal July 2019
Pathogenic Nocardia cyriacigeorgica and Nocardia nova Evolve To Resist Trimethoprim-Sulfamethoxazole by both Expected and Unexpected Pathways journal April 2018
Horizontal transfer of a pathway for coumarate catabolism unexpectedly inhibits purine nucleotide biosynthesis journal October 2019
Evolution of a global regulator: Lrp in four orders of γ-Proteobacteria journal May 2016
Natural Escherichia coli isolates rapidly acquire genetic changes upon laboratory domestication journal January 2017
Piggybacking on Niche Adaptation Improves the Maintenance of Multidrug-Resistance Plasmids journal March 2021
Acinetobacter baumannii Repeatedly Evolves a Hypermutator Phenotype in Response to Tigecycline That Effectively Surveys Evolutionary Trajectories to Resistance journal October 2015
Investigation of Yersinia pestis Laboratory Adaptation through a Combined Genomics and Proteomics Approach journal November 2015
The Bacterial Two-Hybrid System Uncovers the Involvement of Acetylation in Regulating of Lrp Activity in Salmonella Typhimurium journal November 2016


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