Mutation bias can shape adaptation in large asexual populations experiencing clonal interference

The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simult...

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Published inProceedings of the Royal Society. B, Biological sciences Vol. 287; no. 1937; p. 20201503
Main Authors Gomez, Kevin, Bertram, Jason, Masel, Joanna
Format Journal Article
LanguageEnglish
Published England The Royal Society 28.10.2020
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Abstract The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simultaneously adapting traits, one with larger mutation rate U , the other with larger selection coefficient s , using asexual travelling wave models. We find that adaptation is dominated by whichever trait has the faster rate of adaptation v in isolation, with the other trait subject to evolutionary stalling. Reviewing empirical claims for mutation-biased adaptation, we find that not all occur in the ‘origin-fixation’ regime of population genetics where v is only twice as sensitive to s as to U . In some cases, differences in U are at least ten to twelve times larger than differences in s , as needed to cause mutation-biased adaptation even in the ‘multiple mutations’ regime. Surprisingly, when U > s in the ‘diffusive-mutation’ regime, the required sensitivity ratio is also only two, despite pervasive clonal interference. Given two traits with identical v , the benefit of having higher s is surprisingly small, occurring largely when one trait is at the boundary between the origin-fixation and multiple mutations regimes.
AbstractList The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simultaneously adapting traits, one with larger mutation rate U , the other with larger selection coefficient s , using asexual travelling wave models. We find that adaptation is dominated by whichever trait has the faster rate of adaptation v in isolation, with the other trait subject to evolutionary stalling. Reviewing empirical claims for mutation-biased adaptation, we find that not all occur in the ‘origin-fixation’ regime of population genetics where v is only twice as sensitive to s as to U . In some cases, differences in U are at least ten to twelve times larger than differences in s , as needed to cause mutation-biased adaptation even in the ‘multiple mutations’ regime. Surprisingly, when U > s in the ‘diffusive-mutation’ regime, the required sensitivity ratio is also only two, despite pervasive clonal interference. Given two traits with identical v , the benefit of having higher s is surprisingly small, occurring largely when one trait is at the boundary between the origin-fixation and multiple mutations regimes.
The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simultaneously adapting traits, one with larger mutation rate , the other with larger selection coefficient , using asexual travelling wave models. We find that adaptation is dominated by whichever trait has the faster rate of adaptation in isolation, with the other trait subject to evolutionary stalling. Reviewing empirical claims for mutation-biased adaptation, we find that not all occur in the 'origin-fixation' regime of population genetics where is only twice as sensitive to as to . In some cases, differences in are at least ten to twelve times larger than differences in , as needed to cause mutation-biased adaptation even in the 'multiple mutations' regime. Surprisingly, when > in the 'diffusive-mutation' regime, the required sensitivity ratio is also only two, despite pervasive clonal interference. Given two traits with identical , the benefit of having higher is surprisingly small, occurring largely when one trait is at the boundary between the origin-fixation and multiple mutations regimes.
The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simultaneously adapting traits, one with larger mutation rate U, the other with larger selection coefficient s, using asexual travelling wave models. We find that adaptation is dominated by whichever trait has the faster rate of adaptation v in isolation, with the other trait subject to evolutionary stalling. Reviewing empirical claims for mutation-biased adaptation, we find that not all occur in the 'origin-fixation' regime of population genetics where v is only twice as sensitive to s as to U. In some cases, differences in U are at least ten to twelve times larger than differences in s, as needed to cause mutation-biased adaptation even in the 'multiple mutations' regime. Surprisingly, when U > s in the 'diffusive-mutation' regime, the required sensitivity ratio is also only two, despite pervasive clonal interference. Given two traits with identical v, the benefit of having higher s is surprisingly small, occurring largely when one trait is at the boundary between the origin-fixation and multiple mutations regimes.The extended evolutionary synthesis invokes a role for development in shaping adaptive evolution, which in population genetics terms corresponds to mutation-biased adaptation. Critics have claimed that clonal interference makes mutation-biased adaptation rare. We consider the behaviour of two simultaneously adapting traits, one with larger mutation rate U, the other with larger selection coefficient s, using asexual travelling wave models. We find that adaptation is dominated by whichever trait has the faster rate of adaptation v in isolation, with the other trait subject to evolutionary stalling. Reviewing empirical claims for mutation-biased adaptation, we find that not all occur in the 'origin-fixation' regime of population genetics where v is only twice as sensitive to s as to U. In some cases, differences in U are at least ten to twelve times larger than differences in s, as needed to cause mutation-biased adaptation even in the 'multiple mutations' regime. Surprisingly, when U > s in the 'diffusive-mutation' regime, the required sensitivity ratio is also only two, despite pervasive clonal interference. Given two traits with identical v, the benefit of having higher s is surprisingly small, occurring largely when one trait is at the boundary between the origin-fixation and multiple mutations regimes.
Author Bertram, Jason
Masel, Joanna
Gomez, Kevin
AuthorAffiliation 3 Environmental Resilience Institute, Indiana University , Bloomington, IN , USA
2 Department of Ecology and Evolutionary Biology, University of Arizona , Tucson, AZ , USA
1 Graduate Interdisciplinary Program in Applied Mathematics, University of Arizona , Tucson, AZ , USA
4 Department of Biology, Indiana University , Bloomington, IN , USA
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Cites_doi 10.1038/nature24287
10.1073/pnas.1013529108
10.1534/genetics.106.067678
10.1073/pnas.242719299
10.1016/j.celrep.2019.05.030
10.1371/journal.pbio.3000265
10.1086/677571
10.1023/A:1017067816551
10.1111/evo.13116
10.1093/molbev/msx257
10.1016/j.tpb.2017.11.005
10.1098/rstb.2018.0238
10.1098/rspb.2015.1019
10.1038/514161a
10.1139/m93-133
10.1046/j.1525-142x.2001.003002073.x
10.1534/genetics.118.301249
10.7554/eLife.50509
10.1534/genetics.111.132027
10.1016/j.tree.2019.01.015
10.1093/biosci/biu062
10.1534/genetics.110.123083
10.1073/pnas.1119910109
10.1103/PhysRevLett.76.4440
10.1088/1742-5468/2013/01/P01011
10.1534/genetics.111.127746
10.1534/genetics.114.170233
10.1534/genetics.110.121400
10.1073/pnas.0501865102
10.1038/ng1535
10.1073/pnas.86.14.5345
10.5962/bhl.title.27468
10.1007/s10955-009-9915-x
10.1093/molbev/msx180
10.1098/rspb.2014.2698
10.1534/genetics.112.147157
10.1534/genetics.114.172460
10.1126/science.1122469
10.1073/pnas.1921881117
10.3389/fgene.2015.00099
10.1093/molbev/msz155
10.1038/nature14279
10.1017/S0305004100015644
10.1534/genetics.118.301685
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Keywords developmental bias
mutation-driven adaptation
modern synthesis
standard evolutionary theory
parallel adaptation
elasticity
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References e_1_3_6_30_2
e_1_3_6_51_2
Poulton EB (e_1_3_6_2_2) 1908
e_1_3_6_53_2
e_1_3_6_19_2
Huxley Jn (e_1_3_6_3_2) 1943
e_1_3_6_13_2
e_1_3_6_38_2
e_1_3_6_11_2
e_1_3_6_17_2
e_1_3_6_15_2
e_1_3_6_36_2
e_1_3_6_40_2
e_1_3_6_21_2
e_1_3_6_42_2
e_1_3_6_4_2
e_1_3_6_8_2
e_1_3_6_6_2
e_1_3_6_27_2
e_1_3_6_48_2
e_1_3_6_29_2
e_1_3_6_23_2
e_1_3_6_44_2
e_1_3_6_25_2
e_1_3_6_46_2
e_1_3_6_52_2
e_1_3_6_10_2
e_1_3_6_50_2
Crow JF (e_1_3_6_32_2) 1970
e_1_3_6_14_2
e_1_3_6_37_2
e_1_3_6_12_2
e_1_3_6_39_2
e_1_3_6_18_2
e_1_3_6_33_2
e_1_3_6_16_2
e_1_3_6_35_2
e_1_3_6_41_2
e_1_3_6_20_2
e_1_3_6_43_2
e_1_3_6_5_2
e_1_3_6_9_2
e_1_3_6_7_2
Kushner H (e_1_3_6_34_2) 2003
Haldane JBS (e_1_3_6_31_2) 1932
e_1_3_6_26_2
e_1_3_6_49_2
e_1_3_6_28_2
e_1_3_6_22_2
e_1_3_6_45_2
e_1_3_6_24_2
e_1_3_6_47_2
References_xml – ident: e_1_3_6_44_2
  doi: 10.1038/nature24287
– ident: e_1_3_6_26_2
  doi: 10.1073/pnas.1013529108
– ident: e_1_3_6_24_2
  doi: 10.1534/genetics.106.067678
– volume-title: The causes of evolution
  year: 1932
  ident: e_1_3_6_31_2
– ident: e_1_3_6_23_2
  doi: 10.1073/pnas.242719299
– ident: e_1_3_6_38_2
  doi: 10.1016/j.celrep.2019.05.030
– ident: e_1_3_6_10_2
  doi: 10.1371/journal.pbio.3000265
– ident: e_1_3_6_9_2
  doi: 10.1086/677571
– ident: e_1_3_6_21_2
  doi: 10.1023/A:1017067816551
– ident: e_1_3_6_37_2
  doi: 10.1111/evo.13116
– ident: e_1_3_6_13_2
  doi: 10.1093/molbev/msx257
– ident: e_1_3_6_11_2
– ident: e_1_3_6_33_2
  doi: 10.1016/j.tpb.2017.11.005
– ident: e_1_3_6_17_2
  doi: 10.1098/rstb.2018.0238
– ident: e_1_3_6_7_2
  doi: 10.1098/rspb.2015.1019
– ident: e_1_3_6_6_2
  doi: 10.1038/514161a
– ident: e_1_3_6_47_2
  doi: 10.1139/m93-133
– ident: e_1_3_6_18_2
  doi: 10.1046/j.1525-142x.2001.003002073.x
– ident: e_1_3_6_40_2
  doi: 10.1534/genetics.118.301249
– volume-title: Essays on evolution 1889–1907
  year: 1908
  ident: e_1_3_6_2_2
– ident: e_1_3_6_39_2
  doi: 10.7554/eLife.50509
– ident: e_1_3_6_50_2
  doi: 10.1534/genetics.111.132027
– volume-title: Evolution: the modern synthesis
  year: 1943
  ident: e_1_3_6_3_2
– ident: e_1_3_6_8_2
  doi: 10.1038/514161a
– ident: e_1_3_6_4_2
  doi: 10.1016/j.tree.2019.01.015
– ident: e_1_3_6_5_2
  doi: 10.1093/biosci/biu062
– ident: e_1_3_6_15_2
  doi: 10.1534/genetics.110.123083
– volume-title: Stochastic approximation and recursive algorithms and applications
  year: 2003
  ident: e_1_3_6_34_2
– ident: e_1_3_6_20_2
– volume-title: An introduction to population genetics theory
  year: 1970
  ident: e_1_3_6_32_2
– ident: e_1_3_6_51_2
  doi: 10.1073/pnas.1119910109
– ident: e_1_3_6_48_2
  doi: 10.1103/PhysRevLett.76.4440
– ident: e_1_3_6_52_2
  doi: 10.1088/1742-5468/2013/01/P01011
– ident: e_1_3_6_46_2
  doi: 10.1534/genetics.111.127746
– ident: e_1_3_6_53_2
  doi: 10.1534/genetics.114.170233
– ident: e_1_3_6_22_2
  doi: 10.1534/genetics.110.121400
– ident: e_1_3_6_28_2
  doi: 10.1073/pnas.0501865102
– ident: e_1_3_6_12_2
  doi: 10.1038/ng1535
– ident: e_1_3_6_45_2
  doi: 10.1073/pnas.86.14.5345
– ident: e_1_3_6_30_2
  doi: 10.5962/bhl.title.27468
– ident: e_1_3_6_25_2
  doi: 10.1007/s10955-009-9915-x
– ident: e_1_3_6_16_2
  doi: 10.1093/molbev/msx180
– ident: e_1_3_6_14_2
  doi: 10.1098/rspb.2014.2698
– ident: e_1_3_6_29_2
  doi: 10.1534/genetics.112.147157
– ident: e_1_3_6_43_2
  doi: 10.1534/genetics.114.172460
– ident: e_1_3_6_49_2
  doi: 10.1126/science.1122469
– ident: e_1_3_6_35_2
  doi: 10.1073/pnas.1921881117
– ident: e_1_3_6_36_2
  doi: 10.3389/fgene.2015.00099
– ident: e_1_3_6_41_2
  doi: 10.1093/molbev/msz155
– ident: e_1_3_6_42_2
  doi: 10.1038/nature14279
– ident: e_1_3_6_19_2
  doi: 10.1017/S0305004100015644
– ident: e_1_3_6_27_2
  doi: 10.1534/genetics.118.301685
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SubjectTerms Adaptation, Physiological - genetics
Evolution
Genetics, Population
Mutation
Mutation Rate
Reproduction, Asexual - genetics
Title Mutation bias can shape adaptation in large asexual populations experiencing clonal interference
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