Evolution of global regulatory networks during a long‐term experiment with Escherichia coli
Abstract
Evolution has shaped all living organisms on Earth, although many details of this process are shrouded in time. However, it is possible to see, with one's own eyes, evolution as it happens by performing experiments in defined laboratory conditions with microbes that have suitably fast generations. The longest‐running microbial evolution experiment was started in 1988, at which time twelve populations were founded by the same strain of Escherichia coli. Since then, the populations have been serially propagated and have evolved for tens of thousands of generations in the same environment. The populations show numerous parallel phenotypic changes, and such parallelism is a hallmark of adaptive evolution. Many genetic targets of natural selection have been identified, revealing a high level of genetic parallelism as well. Beneficial mutations affect all levels of gene regulation in the cells including individual genes and operons all the way to global regulatory networks. Of particular interest, two highly interconnected networks—governing DNA superhelicity and the stringent response—have been demonstrated to be deeply involved in the phenotypic and genetic adaptation of these experimental populations. BioEssays 29:846–860, 2007. © 2007 Wiley Periodicals, Inc.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
High mutation rates and mutator strains can emerge naturally during laboratory evolution and contribute to the formation of genetic novelty.
“Interestingly, it was shown that high mutation rates and mutator strains can emerge naturally during laboratory evolution and contribute to the formation of genetic novelty [33,73,139-141].”
From Adaptive laboratory evolution—Principles and applications for biotechnology (2013) · cites this paper as [139]
Cites
Escherichia coli and Salmonella :cellular and molecular biology
Neidhardt, F. C. (1996) · ASM Press eBooks · Cited by 8,230 · see citing works
Network biology: understanding the cell's functional organization
Barabási, A.-L., & Oltvai, Z. N. (2004) · Nature Reviews Genetics · doi:10.1038/nrg1272 · Cited by 7,903 · see citing works
Darwin, C. R., Murray, J. J., Sons, W. C. A., & Evans., B. &. (1859) · doi:10.5962/bhl.title.82303 · Cited by 5,610 · see citing works
Mutations of bacteria from virus sensitivity to virus resistance
Luria, S. E., & Delbrück, M. (1943) · Genetics · doi:10.1093/genetics/28.6.491 · Cited by 3,894 · see citing works
DNA Topoisomerases: Structure, Function, and Mechanism
Champoux, J. J. (2001) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.70.1.369 · Cited by 2,748 · see citing works
Initial sequence of the chimpanzee genome and comparison with the human genome
The Chimpanzee Sequencing and Analysis Consortium (2005) · Nature · doi:10.1038/nature04072 · Cited by 2,459 · see citing works
The Major Features of Evolution
Simpson, G. G. (1953) · Columbia University Press eBooks · doi:10.7312/simp93764 · Cited by 2,075 · see citing works
Drake, J. W., Charlesworth, B., Charlesworth, D., & Crow, J. F. (1998) · Genetics · doi:10.1093/genetics/148.4.1667 · Cited by 1,932 · see citing works
Lenski, R. E., Rose, M. R., Simpson, S. C., & Tadler, S. C. (1991) · The American Naturalist · doi:10.1086/285289 · Cited by 1,582 · see citing works
Self-citationEvolution Experiments with Microorganisms: The Dynamics and Genetic Bases of Adaptation
Elena, S. F., & Lenski, R. E. (2003) · Nature Reviews Genetics · doi:10.1038/nrg1088 · Cited by 1,386 · see citing works
Self-citationInteraction network containing conserved and essential protein complexes in Escherichia coli
Butland, G., Peregrín-Alvarez, J. M., Li, J., Yang, W., Yang, X., Canadien, V., Starostine, A., Richards, D., Beattie, B., Krogan, N., et al. (2005) · Nature · doi:10.1038/nature03239 · Cited by 1,201 · see citing works
Lenski, R. E., & Travisano, M. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.15.6808 · Cited by 1,019 · see citing works
Self-citationHengge‐Aronis, R. (2002) · Microbiology and Molecular Biology Reviews · doi:10.1128/mmbr.66.3.373-395.2002 · Cited by 931 · see citing works
Modulation of Chemical Composition and Other Parameters of the Cell by Growth Rate
Bremer, H. J. (1999) · Cited by 909 · see citing works
Evolution of high mutation rates in experimental populations of E. coli
Sniegowski, P. D., Gerrish, P. J., & Lenski, R. E. (1997) · Nature · doi:10.1038/42701 · Cited by 879 · see citing works
Self-citationCashel, M. (1996) · Medical Entomology and Zoology · Cited by 819 · see citing works
Interaction between DNA and an Escherichia coli protein ω
Wang, J. C. (1971) · Journal of Molecular Biology · doi:10.1016/0022-2836(71)90334-2 · Cited by 786 · see citing works
Two Compounds implicated in the Function of the RC Gene of Escherichia coli
Cashel, M., & Gallant, J. (1969) · Nature · doi:10.1038/221838a0 · Cited by 769 · see citing works
Optimality and evolutionary tuning of the expression level of a protein
Dekel, E., & Alon, U. (2005) · Nature · doi:10.1038/nature03842 · Cited by 766 · see citing works
Regulation of endospore formation in Bacillus subtilis
Errington, J. (2003) · Nature Reviews Microbiology · doi:10.1038/nrmicro750 · Cited by 712 · see citing works
ppGpp: a global regulator in Escherichia coli
Magnusson, L. U., Farewell, A., & Nyström, T. (2005) · Trends in Microbiology · doi:10.1016/j.tim.2005.03.008 · Cited by 644 · see citing works
The population genetics of ecological specialization in evolving Escherichia coli populations
Cooper, V. S., & Lenski, R. E. (2000) · Nature · doi:10.1038/35037572 · Cited by 519 · cited 6× · see citing works
“To examine this possibility, the growth rate and yield of the evolved populations and the ancestor were quantified on a wide range of substrates, including 64 that were informative.((19)) The resulting data showed numerous significant and parallel declines in the catabolic breadth of the evolved bacteria, indicative o…”
BackgroundResultInfluentialSelf-citationThe Control of Ribonucleic Acid Synthesis in Escherichia coli
Cashel, M. (1969) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)93106-6 · Cited by 449 · see citing works
Cooper, T. F., Rozen, D. E., & Lenski, R. E. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0334340100 · Cited by 440 · see citing works
Self-citationThe Evolution of Developmental Pathways
Gagneux, P. (2002) · Journal of Heredity · doi:10.1093/jhered/93.6.460 · Cited by 414 · see citing works
The Evolution of Developmental Pathways
Wilkins, A. S. (2001) · Cited by 398 · see citing works
The Adaptive Responses of Escherichia coli to a Feast and Famine Existence
Koch, A. L. (1971) · Advances in microbial physiology/Advances in Microbial Physiology · doi:10.1016/s0065-2911(08)60069-7 · Cited by 393 · see citing works
Legionella PneumophilaPathogenesis: A Fateful Journey from Amoebae to Macrophages
Swanson, M. S., & Hammer, B. K. (2000) · Annual Review of Microbiology · doi:10.1146/annurev.micro.54.1.567 · Cited by 383 · see citing works
Diminishing Returns from Mutation Supply Rate in Asexual Populations
G., J. A., de Visser, J. A. G. M., Zeyl, C., Gerrish, P. J., Blanchard, J. L., & Lenski, R. E. (1999) · Science · doi:10.1126/science.283.5400.404 · Cited by 374 · see citing works
Self-citationDNA supercoiling — a global transcriptional regulator for enterobacterial growth?
TRAVERS, A. A., & Muskhelishvili, G. (2005) · Nature Reviews Microbiology · doi:10.1038/nrmicro1088 · Cited by 357 · see citing works
Regulation of ς factor competition by the alarmone ppGppPreprint
Jishage, M., Kvint, K., Shingler, V., & Nyström, T. (2002) · Genes & Development · doi:10.1101/gad.227902 · Cited by 342 · see citing works
Interaction of chlamydiae and host cells in vitro.
Moulder, J. W. (1991) · Microbiological Reviews · doi:10.1128/mmbr.55.1.143-190.1991 · Cited by 330 · see citing works
DksA potentiates direct activation of amino acid promoters by ppGpp
Paul, B. J., Berkmen, M. B., & Gourse, R. L. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0501170102 · Cited by 328 · see citing works
Battesti, A., & Bouveret, E. (2006) · Molecular Microbiology · doi:10.1111/j.1365-2958.2006.05442.x · Cited by 316 · see citing works
Tests of parallel molecular evolution in a long-term experiment with Escherichia coli
Woods, R. J., Schneider, D., Winkworth, C. L., Riley, M. A., & Lenski, R. E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0602917103 · Cited by 316 · see citing works
Self-citationDissection of the Mechanism for the Stringent Factor RelA
Wendrich, T. M., Blaha, G. M., Wilson, D. N., Marahiel, M. A., & Nierhaus, K. H. (2002) · Molecular Cell · doi:10.1016/s1097-2765(02)00656-1 · Cited by 300 · see citing works
Cooper, V. S., Schneider, D., Blot, M., & Lenski, R. E. (2001) · Journal of Bacteriology · doi:10.1128/jb.183.9.2834-2841.2001 · Cited by 277 · see citing works
Self-citationVasi, F., Travisano, M., & Lenski, R. E. (1994) · The American Naturalist · doi:10.1086/285685 · Cited by 253 · see citing works
Self-citationChandler, M., & Mahillon, J. (2007) · Wiley eBooks · doi:10.1128/9781555817954.ch15 · Cited by 246 · see citing works
Regulation of gene expression by histone-like proteins in bacteria
Dorman, C. J., & Deighan, P. (2003) · Current Opinion in Genetics & Development · doi:10.1016/s0959-437x(03)00025-x · Cited by 243 · see citing works
DNA Topology-Mediated Control of Global Gene Expression in Escherichia coli
Hatfield, G. W., & Benham, C. J. (2002) · Annual Review of Genetics · doi:10.1146/annurev.genet.36.032902.111815 · Cited by 235 · see citing works
Genomic evolution during a 10,000-generation experiment with bacteria
Papadopoulos, D., Schneider, D., Meier-Eiss, J., Arber, W., Lenski, R. E., & Blot, M. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.7.3807 · Cited by 234 · see citing works
Self-citationKaiser, D. (2004) · Annual Review of Microbiology · doi:10.1146/annurev.micro.58.030603.123620 · Cited by 222 · see citing works
Zhou, Y. N., & Jin, D. J. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.6.2908 · Cited by 218 · see citing works
Berkmen, M. B., Gaál, T., & Gourse, R. L. (2001) · Journal of Molecular Biology · doi:10.1006/jmbi.2000.4328 · Cited by 216 · see citing works
Promoter Sequence for Stringent Control of Bacterial Ribonucleic Acid Synthesis
TRAVERS, A. A. (1980) · Journal of Bacteriology · doi:10.1128/jb.141.2.973-976.1980 · Cited by 214 · see citing works
Drolet, M. (2005) · Molecular Microbiology · doi:10.1111/j.1365-2958.2005.05006.x · Cited by 213 · see citing works
Promoter Selectivity of Escherichia coli RNA Polymerase Eσ70 and Eσ38 Holoenzymes
Kusano, S., Ding, Q., Fujita, N., et al. (1996) · Journal of Biological Chemistry · doi:10.1074/jbc.271.4.1998 · Cited by 189 · see citing works
Experimental Tests for an Evolutionary Trade-off between Growth Rate and Yield in E. coli
Novak, M., Pfeiffer, T., Lenski, R. E., Sauer, U., & Bonhoeffer, S. (2006) · The American Naturalist · doi:10.1086/506527 · Cited by 184 · see citing works
Self-citationMechold, U., Murphy, H., Brown, L., & Cashel, M. (2002) · Journal of Bacteriology · doi:10.1128/jb.184.11.2878-2888.2002 · Cited by 174 · see citing works
Multiple hok genes on the chromosome of Escherichia coli
Pedersen, K. B., & Gerdes, K. (1999) · Molecular Microbiology · doi:10.1046/j.1365-2958.1999.01431.x · Cited by 172 · see citing works
Dynamics of insertion sequence elements during experimental evolution of bacteria
Schneider, D., & Lenski, R. E. (2004) · Research in Microbiology · doi:10.1016/j.resmic.2003.12.008 · Cited by 165 · see citing works
Self-citationGentry, D. R., & Cashel, M. (1996) · Molecular Microbiology · doi:10.1111/j.1365-2958.1996.tb02480.x · Cited by 164 · see citing works
A DNA architectural protein couples cellular physiology and DNA topology in Escherichia coli
Schneider, R., TRAVERS, A. A., Kutateladze, T. V., & Muskhelishvili, G. (1999) · Molecular Microbiology · doi:10.1046/j.1365-2958.1999.01656.x · Cited by 164 · see citing works
The evolution of genetic regulatory systems in bacteria
McAdams, H. H., Srinivasan, B. S., & Arkin, A. P. (2004) · Nature Reviews Genetics · doi:10.1038/nrg1292 · Cited by 163 · see citing works
Growth polarity and cell division in Streptomyces
Flärdh, K. (2003) · Current Opinion in Microbiology · doi:10.1016/j.mib.2003.10.011 · Cited by 154 · see citing works
Wout, P. K., Pu, K., Sullivan, S. M., REESE, V., Zhou, S., Lin, B., & Maddock, J. R. (2004) · Journal of Bacteriology · doi:10.1128/jb.186.16.5249-5257.2004 · Cited by 151 · see citing works
Schneider, D., Duperchy, E., Coursange, E., Lenski, R. E., & Blot, M. (2000) · Genetics · doi:10.1093/genetics/156.2.477 · Cited by 138 · see citing works
Self-citationKvint, K., Farewell, A., & Nyström, T. (2000) · Journal of Biological Chemistry · doi:10.1074/jbc.c000128200 · Cited by 135 · see citing works
The Control of Ribonucleic Acid Synthesis during Amino Acid Deprivation in Escherichia coli
Lazzarini, R. A., & Dahĺberg, A. E. (1971) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)62507-4 · Cited by 133 · see citing works
Long-Term Experimental Evolution in Escherichia coli. XII. DNA Topology as a Key Target of Selection
Crozat, E., Philippe, N., Lenski, R. E., Geiselmann, J., & Schneider, D. (2004) · Genetics · doi:10.1534/genetics.104.035717 · Cited by 133 · see citing works
Self-citationLenski, R. E., Winkworth, C. L., & Riley, M. A. (2003) · Journal of Molecular Evolution · doi:10.1007/s00239-002-2423-0 · Cited by 131 · see citing works
Self-citationEscherichia coli response to hydrogen peroxide: a role for DNA supercoiling, Topoisomerase I and Fis
Weinstein‐Fischer, D., Elgrably‐Weiss, M., & Altuvia, S. (2000) · Molecular Microbiology · doi:10.1046/j.1365-2958.2000.01805.x · Cited by 125 · see citing works
The Role of the Alarmone (p)ppGpp in ςN Competition for Core RNA Polymerase
Laurie, A. D., Bernardo, L. M. D., Sze, C. C., et al. (2003) · Journal of Biological Chemistry · doi:10.1074/jbc.m209268200 · Cited by 119 · see citing works
Modulation of RNA polymerase specificity by ppGpp
Travers, A. A. (1976) · Molecular and General Genetics MGG · doi:10.1007/bf00267575 · Cited by 111 · see citing works
Pélosi, L., Kühn, L., Guetta, D., Garin, J., Geiselmann, J., Lenski, R. E., & Schneider, D. (2006) · Genetics · doi:10.1534/genetics.105.049619 · Cited by 110 · see citing works
Self-citationBordes, P., Conter, A., Morales, V., et al. (2003) · Molecular Microbiology · doi:10.1046/j.1365-2958.2003.03461.x · Cited by 92 · see citing works
Role of the spacer between the −35 and −10 regions in σ s promoter selectivity in Escherichia coli
Typas, A., & Hengge, R. (2005) · Molecular Microbiology · doi:10.1111/j.1365-2958.2005.04998.x · Cited by 84 · see citing works
Regulation of NAD Synthesis by the Trifunctional NadR Protein of Salmonella enterica
Grose, J. H., Bergthorsson, U., & Roth, J. R. (2005) · Journal of Bacteriology · doi:10.1128/jb.187.8.2774-2782.2005 · Cited by 74 · see citing works
Parallel molecular evolution of deletions and nonsense mutations in bacteriophage T7
Cunningham, C., Jeng, K., Husti, J., Badgett, M. R., Molineux, I. J., Hillis, D. M., & Bull, J. J. (1997) · Molecular Biology and Evolution · doi:10.1093/oxfordjournals.molbev.a025697 · Cited by 74 · see citing works
Pemberton, I. K., Muskhelishvili, G., TRAVERS, A. A., & Buckle, M. (2000) · Journal of Molecular Biology · doi:10.1006/jmbi.2000.3780 · Cited by 66 · see citing works
Differential regulation of Escherichia coli topoisomerase I by Fis
Weinstein‐Fischer, D., & Altuvia, S. (2006) · Molecular Microbiology · doi:10.1111/j.1365-2958.2006.05569.x · Cited by 64 · see citing works
Frur mediates catabolite activation of pyruvate kinase (pykF) gene expression in Escherichia coli
Bledig, S. A., Ramseier, T. M., & Saier, M. H. (1996) · Journal of Bacteriology · doi:10.1128/jb.178.1.280-283.1996 · Cited by 62 · see citing works
FIS and RNA polymerase holoenzyme form a specific nucleoprotein complex at a stable RNA promoter.
Muskhelishvili, G., TRAVERS, A. A., Heumann, H., & Kahmann, R. (1995) · The EMBO Journal · doi:10.1002/j.1460-2075.1995.tb07131.x · Cited by 58 · see citing works
Mallik, P., Pratt, T. S., Beach, M. B., Bradley, M. D., Undamatla, J., & Osuna, R. (2003) · Journal of Bacteriology · doi:10.1128/jb.186.1.122-135.2004 · Cited by 58 · see citing works
Division Planes Alternate in Spherical Cells of Escherichia coli
Begg, K. J., & Donachie, W. D. (1998) · Journal of Bacteriology · doi:10.1128/jb.180.9.2564-2567.1998 · Cited by 55 · see citing works
NAD-Dependent DNA-Binding Activity of the Bifunctional NadR Regulator of Salmonella typhimurium
Penfound, T., & Foster, J. W. (1999) · Journal of Bacteriology · doi:10.1128/jb.181.2.648-655.1999 · Cited by 55 · see citing works
Supercoiling response of a bacterial tRNA gene.
Lamond, A. I. (1985) · The EMBO Journal · doi:10.1002/j.1460-2075.1985.tb03656.x · Cited by 53 · see citing works
Shaver, A. C., & Sniegowski, P. (2003) · Journal of Bacteriology · doi:10.1128/jb.185.20.6076-6082.2003 · Cited by 46 · see citing works
Reyes-Domínguez, Y., Contreras-Ferrat, G., Ramírez‐Santos, J., Membrillo‐Hernández, J., & Gómez‐Eichelmann, M. C. (2003) · Journal of Bacteriology · doi:10.1128/jb.185.3.1097-1100.2003 · Cited by 42 · see citing works
Experimental Tests for an Evolutionary Trade-off between Growth Rate and Yield in E. coli
Novak, Pfeiffer, T., Lenski, et al. (2006) · The American Naturalist · doi:10.2307/3844729 · Cited by 37 · see citing works
Danot, O. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.98.2.435 · Cited by 34 · see citing works
Cell Size, Shape, and Fitness in Evolving Populations of Bacteria
Lenski, R. E., & Mongold, J. A. (2000) · doi:10.1093/oso/9780195131413.003.0012 · Cited by 30 · see citing works
Self-citationEdwards, R. J., Sockett, R. E., & Brookfield, J. F. Y. (2002) · Current Biology · doi:10.1016/s0960-9822(02)00837-0 · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Adaptive laboratory evolution—Principles and applications for biotechnology
Dragosits, M., & Mattanovich, D. (2013) · Microbial Cell Factories · doi:10.1186/1475-2859-12-64 · Cited by 827 · see citing works
Gresham, D., Desai, M. M., Tucker, C. M., Jenq, H. T., Pai, D. A., Ward, A., DeSevo, C. G., Botstein, D., & Dunham, M. J. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000303 · Cited by 482 · see citing works
Second-Order Selection for Evolvability in a Large <i>Escherichia coli</i> Population
Woods, R. J., Barrick, J. E., Cooper, T. F., Shrestha, U., Kauth, M. R., & Lenski, R. E. (2011) · Science · doi:10.1126/science.1198914 · Cited by 328 · see citing works
Self-citationEvolution of Evolvability in Gene Regulatory Networks
Crombach, A., & Hogeweg, P. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000112 · Cited by 256 · see citing works
Conrad, T. M., Frazier, M., Joyce, A. R., Cho, B.-K., Knight, E. M., Lewis, N. E., Landick, R., & Palsson, B. Ø. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0911253107 · Cited by 241 · see citing works
Minty, J. J., Lesnefsky, A. A., Lin, F., Chen, Y., Zaroff, T. A., Veloso, A. B., Xie, B., McConnell, C. A., Ward, R. J., Schwartz, D. R., et al. (2011) · Microbial Cell Factories · doi:10.1186/1475-2859-10-18 · Cited by 185 · see citing works
Evolutionary insight from whole‐genome sequencing of experimentally evolved microbes
DETTMAN, J. R., RODRIGUE, N., MELNYK, A. H., WONG, A., BAILEY, S. F., & KASSEN, R. (2012) · Molecular Ecology · doi:10.1111/j.1365-294x.2012.05484.x · Cited by 160 · see citing works
Ryall, B., Eydallin, G., & Ferenci, T. (2012) · Microbiology and Molecular Biology Reviews · doi:10.1128/mmbr.05028-11 · Cited by 160 · see citing works
Wang, L., Spira, B., Zhou, Z., Feng, L., Maharjan, R. P., Li, X., Li, F., McKenzie, C., Reeves, P. R., & Ferenci, T. (2010) · Genome Biology and Evolution · doi:10.1093/gbe/evq035 · Cited by 114 · see citing works
Deatherage, D. E., Traverse, C. C., Wolf, L. N., & Barrick, J. E. (2015) · Frontiers in Genetics · doi:10.3389/fgene.2014.00468 · Cited by 93 · see citing works
Crozat, E., Winkworth, C., Gaffe, J., Hallin, P. F., Riley, M. A., Lenski, R. E., & Schneider, D. (2010) · Molecular Biology and Evolution · doi:10.1093/molbev/msq099 · Cited by 62 · see citing works
Self-citationSummers, Z. M., Ueki, T., Ismail, W., Haveman, S. A., & Lovley, D. R. (2012) · The ISME Journal · doi:10.1038/ismej.2011.166 · Cited by 39 · see citing works
- Authors
- Philippe, N., Crozat, E., Lenski, R. E., & Schneider, D.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Michigan State University (US)
- Corresponding author
- Schneider, Dominique
- Venue
- BioEssays
- Publisher
- Wiley
- Published
- 2007-08-09
- Volume
- 29
- Issue
- 9
- Pages
- 846-860
- ISSN
- 0265-9247 (ISSN-L)
- 1521-1878
- OpenAlex
- W2051116946
- Cited by
- 145
- References
- 84
- Citations by year
- 2025: 4 · 2024: 2 · 2023: 9 · 2022: 6 · 2021: 4 · 2020: 6 · 2019: 10 · 2018: 5 · 2017: 9 · 2016: 4 · 2015: 8 · 2014: 8 · 2013: 6 · 2012: 18
- FWCI
- 1.19
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- BioEssays (publishedVersion)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Funders
- Centre National de la Recherche Scientifique
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Bacterial Genetics and Biotechnology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gene Regulatory Network Analysis
- Keywords
- Escherichia coli, gene expression regulation, parallel evolution, adaptive evolution, DNA superhelicity, stringent response, operon, serial propagation, beneficial mutations, natural selection
- MeSH terms
- Adaptation, Biological, Escherichia coli, Biological Evolution, Genotype, Mutation, Phenotype, Phylogeny, Research, Selection, Genetic, Genetic Variation, Escherichia coli Proteins
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review