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 in | Proceedings of the Royal Society. B, Biological sciences Vol. 287; no. 1937; p. 20201503 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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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 |
AuthorAffiliation_xml | – name: 2 Department of Ecology and Evolutionary Biology, University of Arizona , Tucson, AZ , USA – name: 4 Department of Biology, Indiana University , Bloomington, IN , USA – name: 1 Graduate Interdisciplinary Program in Applied Mathematics, University of Arizona , Tucson, AZ , USA – name: 3 Environmental Resilience Institute, Indiana University , Bloomington, IN , USA |
Author_xml | – sequence: 1 givenname: Kevin orcidid: 0000-0002-6356-0318 surname: Gomez fullname: Gomez, Kevin organization: Graduate Interdisciplinary Program in Applied Mathematics, University of Arizona, Tucson, AZ, USA – sequence: 2 givenname: Jason surname: Bertram fullname: Bertram, Jason organization: Environmental Resilience Institute, Indiana University, Bloomington, IN, USA, Department of Biology, Indiana University, Bloomington, IN, USA – sequence: 3 givenname: Joanna orcidid: 0000-0002-7398-2127 surname: Masel fullname: Masel, Joanna organization: Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 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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