Have you tried turning it off and on again? Oscillating selection to enhance fitness-landscape traversal in adaptive laboratory evolution experiments.
Journal
Metabolic engineering communications
ISSN: 2214-0301
Titre abrégé: Metab Eng Commun
Pays: Netherlands
ID NLM: 101642117
Informations de publication
Date de publication:
Dec 2023
Dec 2023
Historique:
received:
25
04
2023
revised:
05
06
2023
accepted:
11
07
2023
medline:
4
8
2023
pubmed:
4
8
2023
entrez:
4
8
2023
Statut:
epublish
Résumé
Adaptive Laboratory Evolution (ALE) is a powerful tool for engineering and understanding microbial physiology. ALE relies on the selection and enrichment of mutations that enable survival or faster growth under a selective condition imposed by the experimental setup. Phenotypic fitness landscapes are often underpinned by complex genotypes involving multiple genes, with combinatorial positive and negative effects on fitness. Such genotype relationships result in mutational fitness landscapes with multiple local fitness maxima and valleys. Traversing local maxima to find a global maximum often requires an individual or sub-population of cells to traverse fitness valleys. Traversing involves gaining mutations that are not adaptive for a given local maximum but are necessary to 'peak shift' to another local maximum, or eventually a global maximum. Despite these relatively well understood evolutionary principles, and the combinatorial genotypes that underlie most metabolic phenotypes, the majority of applied ALE experiments are conducted using constant selection pressures. The use of constant pressure can result in populations becoming trapped within local maxima, and often precludes the attainment of optimum phenotypes associated with global maxima. Here, we argue that oscillating selection pressures is an easily accessible mechanism for traversing fitness landscapes in ALE experiments, and provide theoretical and practical frameworks for implementation.
Identifiants
pubmed: 37538933
doi: 10.1016/j.mec.2023.e00227
pii: S2214-0301(23)00010-X
pmc: PMC10393799
doi:
Types de publication
Journal Article
Review
Langues
eng
Pagination
e00227Informations de copyright
© 2023 The Authors.
Déclaration de conflit d'intérêts
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Both Alexander Carpenter and Thomas Williams have a financial interest in the company Number 8 Bio PTY LTD.
Références
PLoS One. 2011;6(10):e26172
pubmed: 22028828
Cell. 2016 Mar 10;164(6):1185-1197
pubmed: 26967285
Nat Commun. 2020 Nov 6;11(1):5644
pubmed: 33159067
Evolution. 2019 Oct;73(10):2094-2105
pubmed: 31418459
Trends Genet. 2014 May;30(5):192-8
pubmed: 24780086
Genes (Basel). 2018 Jul 26;9(8):
pubmed: 30050028
Nature. 2007 Jan 25;445(7126):383-6
pubmed: 17251971
Appl Environ Microbiol. 2017 Jun 16;83(13):
pubmed: 28455337
Heredity (Edinb). 2017 Jan;118(1):96-109
pubmed: 27901509
Nat Chem Biol. 2019 Nov;15(11):1120-1128
pubmed: 31636435
Metab Eng. 2019 Dec;56:1-16
pubmed: 31401242
ACS Synth Biol. 2021 Jul 16;10(7):1574-1586
pubmed: 34129323
Microb Cell Fact. 2015 Aug 22;14:121
pubmed: 26296345
Proc Natl Acad Sci U S A. 2015 Dec 1;112(48):14906-11
pubmed: 26567153
PLoS Genet. 2016 Oct 14;12(10):e1006372
pubmed: 27741250
Curr Opin Biotechnol. 2018 Apr;50:47-56
pubmed: 29156423
Curr Opin Biotechnol. 2018 Dec;54:33-40
pubmed: 29448095
Cell. 2013 Jun 20;153(7):1579-88
pubmed: 23791184
Genes (Basel). 2018 May 11;9(5):
pubmed: 29751691
Trends Biotechnol. 2016 May;34(5):371-381
pubmed: 26948437
Science. 2014 Oct 3;346(6205):75-8
pubmed: 25278608
Proc Natl Acad Sci U S A. 2007 Aug 21;104(34):13711-6
pubmed: 17698964
Nat Commun. 2018 Apr 17;9(1):1508
pubmed: 29666370
Genomics. 2014 Dec;104(6 Pt A):431-7
pubmed: 25449178
BMC Evol Biol. 2015 Mar 26;15:55
pubmed: 25881244
Nat Rev Mol Cell Biol. 2009 Dec;10(12):866-76
pubmed: 19935669
Genetics. 2004 Mar;166(3):1571-9
pubmed: 15082570
Nat Commun. 2016 May 20;7:11607
pubmed: 27197754
PLoS Genet. 2013 Apr;9(4):e1003426
pubmed: 23593024
Curr Opin Chem Biol. 2009 Feb;13(1):3-9
pubmed: 19249235
PLoS Genet. 2011 Apr;7(4):e1002056
pubmed: 21552329
Nat Commun. 2020 Nov 4;11(1):5564
pubmed: 33149159
Theor Popul Biol. 2003 Feb;63(1):41-51
pubmed: 12464494
Nat Commun. 2018 May 22;9(1):1935
pubmed: 29789594
PLoS Genet. 2011 Feb 10;7(2):e1001294
pubmed: 21347328
Curr Opin Genet Dev. 2013 Dec;23(6):700-7
pubmed: 24290990
Microb Cell Fact. 2013 Jul 01;12:64
pubmed: 23815749
Biotechnol Biofuels. 2019 Apr 23;12:97
pubmed: 31044010
Biotechnol Biofuels. 2017 Jan 3;10:10
pubmed: 28053667
Appl Environ Microbiol. 2017 Mar 31;83(8):
pubmed: 28159796
Theor Popul Biol. 2009 Jun;75(4):286-300
pubmed: 19285994
Nucleic Acids Res. 2014 Jul;42(12):8150-60
pubmed: 24861620
J Theor Biol. 2011 Mar 7;272(1):141-4
pubmed: 21167837
Lab Chip. 2015 Jan 7;15(1):47-51
pubmed: 25352174
Mol Biol Evol. 2021 Sep 27;38(10):4362-4375
pubmed: 34132791
Chembiochem. 2008 Sep 22;9(14):2260-7
pubmed: 18712749
Curr Opin Biotechnol. 2011 Aug;22(4):590-4
pubmed: 21497080
PLoS Genet. 2015 Nov 06;11(11):e1005635
pubmed: 26545090
Science. 2014 Apr 4;344(6179):55-8
pubmed: 24674868
Sci Adv. 2016 Jan 22;2(1):e1500921
pubmed: 26844293
ACS Synth Biol. 2013 Jan 18;2(1):47-58
pubmed: 23656325
Chaos. 2010 Jun;20(2):026105
pubmed: 20590334
Nucleic Acids Res. 2021 Sep 7;49(15):e88
pubmed: 34107026
Nat Ecol Evol. 2017 Aug;1(8):1084-1092
pubmed: 28782044
Proc Natl Acad Sci U S A. 2015 Jun 16;112(24):7345-6
pubmed: 26038574
Evolution. 2001 Dec;55(12):2606-10
pubmed: 11831673
Org Biomol Chem. 2017 Jan 25;15(4):937-946
pubmed: 28054091
Nat Commun. 2013;4:2595
pubmed: 24131951
Rep Prog Phys. 2018 Jan;81(1):012602
pubmed: 29051394
Evolution. 2005 Jun;59(6):1165-74
pubmed: 16050094
Nature. 2009 Aug 13;460(7257):894-898
pubmed: 19633652
Curr Opin Biotechnol. 2014 Apr;26:148-54
pubmed: 24480185
ACS Synth Biol. 2017 May 19;6(5):837-848
pubmed: 28121425
PLoS Comput Biol. 2017 May 15;13(5):e1005541
pubmed: 28505183
BMC Bioinformatics. 2019 Aug 28;20(1):447
pubmed: 31462231
Nat Microbiol. 2016 Feb 01;1:15030
pubmed: 27572163
Evolution. 2021 Jan;75(1):10-24
pubmed: 33206376
Math Biosci. 2008 Jun;213(2):113-8
pubmed: 18472113