---
_id: '1908'
abstract:
- lang: eng
  text: In large populations, multiple beneficial mutations may be simultaneously
    spreading. In asexual populations, these mutations must either arise on the same
    background or compete against each other. In sexual populations, recombination
    can bring together beneficial alleles from different backgrounds, but tightly
    linked alleles may still greatly interfere with each other. We show for well-mixed
    populations that when this interference is strong, the genome can be seen as consisting
    of many effectively asexual stretches linked together. The rate at which beneficial
    alleles fix is thus roughly proportional to the rate of recombination and depends
    only logarithmically on the mutation supply and the strength of selection. Our
    scaling arguments also allow us to predict, with reasonable accuracy, the fitness
    distribution of fixed mutations when the mutational effect sizes are broad. We
    focus on the regime in which crossovers occur more frequently than beneficial
    mutations, as is likely to be the case for many natural populations.
author:
- first_name: Daniel
  full_name: Weissman, Daniel
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Oskar
  full_name: Hallatschek, Oskar
  last_name: Hallatschek
citation:
  ama: Weissman D, Hallatschek O. The rate of adaptation in large sexual populations
    with linear chromosomes. <i>Genetics</i>. 2014;196(4):1167-1183. doi:<a href="https://doi.org/10.1534/genetics.113.160705">10.1534/genetics.113.160705</a>
  apa: Weissman, D., &#38; Hallatschek, O. (2014). The rate of adaptation in large
    sexual populations with linear chromosomes. <i>Genetics</i>. Genetics Society
    of America. <a href="https://doi.org/10.1534/genetics.113.160705">https://doi.org/10.1534/genetics.113.160705</a>
  chicago: Weissman, Daniel, and Oskar Hallatschek. “The Rate of Adaptation in Large
    Sexual Populations with Linear Chromosomes.” <i>Genetics</i>. Genetics Society
    of America, 2014. <a href="https://doi.org/10.1534/genetics.113.160705">https://doi.org/10.1534/genetics.113.160705</a>.
  ieee: D. Weissman and O. Hallatschek, “The rate of adaptation in large sexual populations
    with linear chromosomes,” <i>Genetics</i>, vol. 196, no. 4. Genetics Society of
    America, pp. 1167–1183, 2014.
  ista: Weissman D, Hallatschek O. 2014. The rate of adaptation in large sexual populations
    with linear chromosomes. Genetics. 196(4), 1167–1183.
  mla: Weissman, Daniel, and Oskar Hallatschek. “The Rate of Adaptation in Large Sexual
    Populations with Linear Chromosomes.” <i>Genetics</i>, vol. 196, no. 4, Genetics
    Society of America, 2014, pp. 1167–83, doi:<a href="https://doi.org/10.1534/genetics.113.160705">10.1534/genetics.113.160705</a>.
  short: D. Weissman, O. Hallatschek, Genetics 196 (2014) 1167–1183.
date_created: 2018-12-11T11:54:39Z
date_published: 2014-04-01T00:00:00Z
date_updated: 2021-01-12T06:53:59Z
day: '01'
department:
- _id: NiBa
doi: 10.1534/genetics.113.160705
ec_funded: 1
intvolume: '       196'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1307.0737
month: '04'
oa: 1
oa_version: Submitted Version
page: 1167 - 1183
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Genetics
publication_status: published
publisher: Genetics Society of America
publist_id: '5187'
quality_controlled: '1'
scopus_import: 1
status: public
title: The rate of adaptation in large sexual populations with linear chromosomes
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 196
year: '2014'
...
---
_id: '1932'
abstract:
- lang: eng
  text: The existence of complex (multiple-step) genetic adaptations that are &quot;irreducible&quot;
    (i.e., all partial combinations are less fit than the original genotype) is one
    of the longest standing problems in evolutionary biology. In standard genetics
    parlance, these adaptations require the crossing of a wide adaptive valley of
    deleterious intermediate stages. Here, we demonstrate, using a simple model, that
    evolution can cross wide valleys to produce &quot;irreducibly complex&quot; adaptations
    by making use of previously cryptic mutations. When revealed by an evolutionary
    capacitor, previously cryptic mutants have higher initial frequencies than do
    new mutations, bringing them closer to a valley-crossing saddle in allele frequency
    space. Moreover, simple combinatorics implies an enormous number of candidate
    combinations exist within available cryptic genetic variation. We model the dynamics
    of crossing of a wide adaptive valley after a capacitance event using both numerical
    simulations and analytical approximations. Although individual valley crossing
    events become less likely as valleys widen, by taking the combinatorics of genotype
    space into account, we see that revealing cryptic variation can cause the frequent
    evolution of complex adaptations.
acknowledgement: "Funded by National Institutes of Health. Grant Numbers: R01GM076041,
  R01GM104040         \r\n\r\nSimons Foundation\r\n\r\n"
author:
- first_name: Meredith
  full_name: Trotter, Meredith
  last_name: Trotter
- first_name: Daniel
  full_name: Weissman, Daniel
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Grant
  full_name: Peterson, Grant
  last_name: Peterson
- first_name: Kayla
  full_name: Peck, Kayla
  last_name: Peck
- first_name: Joanna
  full_name: Masel, Joanna
  last_name: Masel
citation:
  ama: Trotter M, Weissman D, Peterson G, Peck K, Masel J. Cryptic genetic variation
    can make &#38;quot;irreducible complexity&#38;quot; a common mode of adaptation
    in sexual populations. <i>Evolution</i>. 2014;68(12):3357-3367. doi:<a href="https://doi.org/10.1111/evo.12517">10.1111/evo.12517</a>
  apa: Trotter, M., Weissman, D., Peterson, G., Peck, K., &#38; Masel, J. (2014).
    Cryptic genetic variation can make &#38;quot;irreducible complexity&#38;quot;
    a common mode of adaptation in sexual populations. <i>Evolution</i>. Wiley-Blackwell.
    <a href="https://doi.org/10.1111/evo.12517">https://doi.org/10.1111/evo.12517</a>
  chicago: Trotter, Meredith, Daniel Weissman, Grant Peterson, Kayla Peck, and Joanna
    Masel. “Cryptic Genetic Variation Can Make &#38;quot;Irreducible Complexity&#38;quot;
    a Common Mode of Adaptation in Sexual Populations.” <i>Evolution</i>. Wiley-Blackwell,
    2014. <a href="https://doi.org/10.1111/evo.12517">https://doi.org/10.1111/evo.12517</a>.
  ieee: M. Trotter, D. Weissman, G. Peterson, K. Peck, and J. Masel, “Cryptic genetic
    variation can make &#38;quot;irreducible complexity&#38;quot; a common mode of
    adaptation in sexual populations,” <i>Evolution</i>, vol. 68, no. 12. Wiley-Blackwell,
    pp. 3357–3367, 2014.
  ista: Trotter M, Weissman D, Peterson G, Peck K, Masel J. 2014. Cryptic genetic
    variation can make &#38;quot;irreducible complexity&#38;quot; a common mode of
    adaptation in sexual populations. Evolution. 68(12), 3357–3367.
  mla: Trotter, Meredith, et al. “Cryptic Genetic Variation Can Make &#38;quot;Irreducible
    Complexity&#38;quot; a Common Mode of Adaptation in Sexual Populations.” <i>Evolution</i>,
    vol. 68, no. 12, Wiley-Blackwell, 2014, pp. 3357–67, doi:<a href="https://doi.org/10.1111/evo.12517">10.1111/evo.12517</a>.
  short: M. Trotter, D. Weissman, G. Peterson, K. Peck, J. Masel, Evolution 68 (2014)
    3357–3367.
date_created: 2018-12-11T11:54:47Z
date_published: 2014-12-01T00:00:00Z
date_updated: 2021-01-12T06:54:10Z
day: '01'
department:
- _id: NiBa
doi: 10.1111/evo.12517
ec_funded: 1
intvolume: '        68'
issue: '12'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1310.6077
month: '12'
oa: 1
oa_version: Submitted Version
page: 3357 - 3367
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Evolution
publication_status: published
publisher: Wiley-Blackwell
publist_id: '5162'
quality_controlled: '1'
scopus_import: 1
status: public
title: Cryptic genetic variation can make &quot;irreducible complexity&quot; a common
  mode of adaptation in sexual populations
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 68
year: '2014'
...
---
_id: '1936'
abstract:
- lang: eng
  text: 'The social intelligence hypothesis states that the need to cope with complexities
    of social life has driven the evolution of advanced cognitive abilities. It is
    usually invoked in the context of challenges arising from complex intragroup structures,
    hierarchies, and alliances. However, a fundamental aspect of group living remains
    largely unexplored as a driving force in cognitive evolution: the competition
    between individuals searching for resources (producers) and conspecifics that
    parasitize their findings (scroungers). In populations of social foragers, abilities
    that enable scroungers to steal by outsmarting producers, and those allowing producers
    to prevent theft by outsmarting scroungers, are likely to be beneficial and may
    fuel a cognitive arms race. Using analytical theory and agent-based simulations,
    we present a general model for such a race that is driven by the producer-scrounger
    game and show that the race''s plausibility is dramatically affected by the nature
    of the evolving abilities. If scrounging and scrounging avoidance rely on separate,
    strategy-specific cognitive abilities, arms races are short-lived and have a limited
    effect on cognition. However, general cognitive abilities that facilitate both
    scrounging and scrounging avoidance undergo stable, long-lasting arms races. Thus,
    ubiquitous foraging interactions may lead to the evolution of general cognitive
    abilities in social animals, without the requirement of complex intragroup structures.'
author:
- first_name: Michal
  full_name: Arbilly, Michal
  last_name: Arbilly
- first_name: Daniel
  full_name: Weissman, Daniel
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Marcus
  full_name: Feldman, Marcus
  last_name: Feldman
- first_name: Uri
  full_name: Grodzinski, Uri
  last_name: Grodzinski
citation:
  ama: Arbilly M, Weissman D, Feldman M, Grodzinski U. An arms race between producers
    and scroungers can drive the evolution of social cognition. <i>Behavioral Ecology</i>.
    2014;25(3):487-495. doi:<a href="https://doi.org/10.1093/beheco/aru002">10.1093/beheco/aru002</a>
  apa: Arbilly, M., Weissman, D., Feldman, M., &#38; Grodzinski, U. (2014). An arms
    race between producers and scroungers can drive the evolution of social cognition.
    <i>Behavioral Ecology</i>. Oxford University Press. <a href="https://doi.org/10.1093/beheco/aru002">https://doi.org/10.1093/beheco/aru002</a>
  chicago: Arbilly, Michal, Daniel Weissman, Marcus Feldman, and Uri Grodzinski. “An
    Arms Race between Producers and Scroungers Can Drive the Evolution of Social Cognition.”
    <i>Behavioral Ecology</i>. Oxford University Press, 2014. <a href="https://doi.org/10.1093/beheco/aru002">https://doi.org/10.1093/beheco/aru002</a>.
  ieee: M. Arbilly, D. Weissman, M. Feldman, and U. Grodzinski, “An arms race between
    producers and scroungers can drive the evolution of social cognition,” <i>Behavioral
    Ecology</i>, vol. 25, no. 3. Oxford University Press, pp. 487–495, 2014.
  ista: Arbilly M, Weissman D, Feldman M, Grodzinski U. 2014. An arms race between
    producers and scroungers can drive the evolution of social cognition. Behavioral
    Ecology. 25(3), 487–495.
  mla: Arbilly, Michal, et al. “An Arms Race between Producers and Scroungers Can
    Drive the Evolution of Social Cognition.” <i>Behavioral Ecology</i>, vol. 25,
    no. 3, Oxford University Press, 2014, pp. 487–95, doi:<a href="https://doi.org/10.1093/beheco/aru002">10.1093/beheco/aru002</a>.
  short: M. Arbilly, D. Weissman, M. Feldman, U. Grodzinski, Behavioral Ecology 25
    (2014) 487–495.
date_created: 2018-12-11T11:54:48Z
date_published: 2014-02-13T00:00:00Z
date_updated: 2021-01-12T06:54:11Z
day: '13'
department:
- _id: NiBa
doi: 10.1093/beheco/aru002
ec_funded: 1
intvolume: '        25'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4014306/
month: '02'
oa: 1
oa_version: Submitted Version
page: 487 - 495
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Behavioral Ecology
publication_status: published
publisher: Oxford University Press
publist_id: '5157'
quality_controlled: '1'
scopus_import: 1
status: public
title: An arms race between producers and scroungers can drive the evolution of social
  cognition
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 25
year: '2014'
...
---
_id: '3131'
abstract:
- lang: eng
  text: 'In large populations, many beneficial mutations may be simultaneously available
    and may compete with one another, slowing adaptation. By finding the probability
    of fixation of a favorable allele in a simple model of a haploid sexual population,
    we find limits to the rate of adaptive substitution, Λ, that depend on simple
    parameter combinations. When variance in fitness is low and linkage is loose,
    the baseline rate of substitution is Λ 0=2NU〈s〉 is the population size, U is the
    rate of beneficial mutations per genome, and 〈s〉 is their mean selective advantage.
    Heritable variance ν in log fitness due to unlinked loci reduces Λ by e -4ν under
    polygamy and e -8ν under monogamy. With a linear genetic map of length R Morgans,
    interference is yet stronger. We use a scaling argument to show that the density
    of adaptive substitutions depends on s, N, U, and R only through the baseline
    density: Λ/R=F(Λ 0/R). Under the approximation that the interference due to different
    sweeps adds up, we show that Λ/R~(Λ 0/R)/(1+2Λ 0/R), implying that interference
    prevents the rate of adaptive substitution from exceeding one per centimorgan
    per 200 generations. Simulations and numerical calculations confirm the scaling
    argument and confirm the additive approximation for Λ 0/R 1; for higher Λ 0/R,
    the rate of adaptation grows above R/2, but only very slowly. We also consider
    the effect of sweeps on neutral diversity and show that, while even occasional
    sweeps can greatly reduce neutral diversity, this effect saturates as sweeps become
    more common-diversity can be maintained even in populations experiencing very
    strong interference. Our results indicate that for some organisms the rate of
    adaptive substitution may be primarily recombination-limited, depending only weakly
    on the mutation supply and the strength of selection.'
acknowledgement: "The work was funded by ERC grant 250152.\r\nWe thank B. Charlesworth,
  O. Hallatschek, W. G. Hill, R. A. Neher, S. P. Otto, and the anonymous reviewers
  for their helpful suggestions."
article_number: e1002740
author:
- first_name: Daniel
  full_name: Weissman, Daniel
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: Weissman D, Barton NH. Limits to the rate of adaptive substitution in sexual
    populations. <i>PLoS Genetics</i>. 2012;8(6). doi:<a href="https://doi.org/10.1371/journal.pgen.1002740">10.1371/journal.pgen.1002740</a>
  apa: Weissman, D., &#38; Barton, N. H. (2012). Limits to the rate of adaptive substitution
    in sexual populations. <i>PLoS Genetics</i>. Public Library of Science. <a href="https://doi.org/10.1371/journal.pgen.1002740">https://doi.org/10.1371/journal.pgen.1002740</a>
  chicago: Weissman, Daniel, and Nicholas H Barton. “Limits to the Rate of Adaptive
    Substitution in Sexual Populations.” <i>PLoS Genetics</i>. Public Library of Science,
    2012. <a href="https://doi.org/10.1371/journal.pgen.1002740">https://doi.org/10.1371/journal.pgen.1002740</a>.
  ieee: D. Weissman and N. H. Barton, “Limits to the rate of adaptive substitution
    in sexual populations,” <i>PLoS Genetics</i>, vol. 8, no. 6. Public Library of
    Science, 2012.
  ista: Weissman D, Barton NH. 2012. Limits to the rate of adaptive substitution in
    sexual populations. PLoS Genetics. 8(6), e1002740.
  mla: Weissman, Daniel, and Nicholas H. Barton. “Limits to the Rate of Adaptive Substitution
    in Sexual Populations.” <i>PLoS Genetics</i>, vol. 8, no. 6, e1002740, Public
    Library of Science, 2012, doi:<a href="https://doi.org/10.1371/journal.pgen.1002740">10.1371/journal.pgen.1002740</a>.
  short: D. Weissman, N.H. Barton, PLoS Genetics 8 (2012).
date_created: 2018-12-11T12:01:34Z
date_published: 2012-06-07T00:00:00Z
date_updated: 2021-01-12T07:41:17Z
day: '07'
ddc:
- '570'
- '576'
department:
- _id: NiBa
doi: 10.1371/journal.pgen.1002740
ec_funded: 1
file:
- access_level: open_access
  checksum: 729a4becda7d786c4c3db8f9a1f77953
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:08:00Z
  date_updated: 2020-07-14T12:46:01Z
  file_id: '4659'
  file_name: IST-2013-114-v1+1_WeissmanBarton2012.pdf
  file_size: 1284801
  relation: main_file
file_date_updated: 2020-07-14T12:46:01Z
has_accepted_license: '1'
intvolume: '         8'
issue: '6'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: PLoS Genetics
publication_status: published
publisher: Public Library of Science
publist_id: '3566'
pubrep_id: '114'
quality_controlled: '1'
scopus_import: 1
status: public
title: Limits to the rate of adaptive substitution in sexual populations
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2012'
...
---
_id: '3303'
abstract:
- lang: eng
  text: 'Biological traits result in part from interactions between different genetic
    loci. This can lead to sign epistasis, in which a beneficial adaptation involves
    a combination of individually deleterious or neutral mutations; in this case,
    a population must cross a “fitness valley” to adapt. Recombination can assist
    this process by combining mutations from different individuals or retard it by
    breaking up the adaptive combination. Here, we analyze the simplest fitness valley,
    in which an adaptation requires one mutation at each of two loci to provide a
    fitness benefit. We present a theoretical analysis of the effect of recombination
    on the valley-crossing process across the full spectrum of possible parameter
    regimes. We find that low recombination rates can speed up valley crossing relative
    to the asexual case, while higher recombination rates slow down valley crossing,
    with the transition between the two regimes occurring when the recombination rate
    between the loci is approximately equal to the selective advantage provided by
    the adaptation. In large populations, if the recombination rate is high and selection
    against single mutants is substantial, the time to cross the valley grows exponentially
    with population size, effectively meaning that the population cannot acquire the
    adaptation. Recombination at the optimal (low) rate can reduce the valley-crossing
    time by up to several orders of magnitude relative to that in an asexual population. '
acknowledgement: "This work was supported in part by a Robert N. Noyce Stanford Graduate
  Fellowship and European Research Council grant 250152 (to D.B.W.) and by National
  Institutes of Health grant GM 28016 (to M.W.F.).\r\nWe thank Michael Desai for many
  ideas and discussions and are grateful to Joanna Masel and an anonymous reviewer
  for their helpful suggestions. "
author:
- first_name: Daniel
  full_name: Weissman, Daniel
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Marcus
  full_name: Feldman, Marcus
  last_name: Feldman
- first_name: Daniel
  full_name: Fisher, Daniel
  last_name: Fisher
citation:
  ama: Weissman D, Feldman M, Fisher D. The rate of fitness-valley crossing in sexual
    populations. <i>Genetics</i>. 2010;186(4):1389-1410. doi:<a href="https://doi.org/10.1534/genetics.110.123240">10.1534/genetics.110.123240</a>
  apa: Weissman, D., Feldman, M., &#38; Fisher, D. (2010). The rate of fitness-valley
    crossing in sexual populations. <i>Genetics</i>. Genetics Society of America.
    <a href="https://doi.org/10.1534/genetics.110.123240">https://doi.org/10.1534/genetics.110.123240</a>
  chicago: Weissman, Daniel, Marcus Feldman, and Daniel Fisher. “The Rate of Fitness-Valley
    Crossing in Sexual Populations.” <i>Genetics</i>. Genetics Society of America,
    2010. <a href="https://doi.org/10.1534/genetics.110.123240">https://doi.org/10.1534/genetics.110.123240</a>.
  ieee: D. Weissman, M. Feldman, and D. Fisher, “The rate of fitness-valley crossing
    in sexual populations,” <i>Genetics</i>, vol. 186, no. 4. Genetics Society of
    America, pp. 1389–1410, 2010.
  ista: Weissman D, Feldman M, Fisher D. 2010. The rate of fitness-valley crossing
    in sexual populations. Genetics. 186(4), 1389–1410.
  mla: Weissman, Daniel, et al. “The Rate of Fitness-Valley Crossing in Sexual Populations.”
    <i>Genetics</i>, vol. 186, no. 4, Genetics Society of America, 2010, pp. 1389–410,
    doi:<a href="https://doi.org/10.1534/genetics.110.123240">10.1534/genetics.110.123240</a>.
  short: D. Weissman, M. Feldman, D. Fisher, Genetics 186 (2010) 1389–1410.
date_created: 2018-12-11T12:02:33Z
date_published: 2010-12-01T00:00:00Z
date_updated: 2021-01-12T07:42:31Z
day: '01'
department:
- _id: NiBa
doi: 10.1534/genetics.110.123240
ec_funded: 1
intvolume: '       186'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2998319/
month: '12'
oa: 1
oa_version: Submitted Version
page: 1389 - 1410
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Genetics
publication_status: published
publisher: Genetics Society of America
publist_id: '3337'
quality_controlled: '1'
scopus_import: 1
status: public
title: The rate of fitness-valley crossing in sexual populations
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 186
year: '2010'
...
---
_id: '3304'
abstract:
- lang: eng
  text: Complex traits often involve interactions between different genetic loci.
    This can lead to sign epistasis, whereby mutations that are individually deleterious
    or neutral combine to confer a fitness benefit. In order to acquire the beneficial
    genotype, an asexual population must cross a fitness valley or plateau by first
    acquiring the deleterious or neutral intermediates. Here, we present a complete,
    intuitive theoretical description of the valley-crossing process across the full
    spectrum of possible parameter regimes. We calculate the rate at which a population
    crosses a fitness valley or plateau of arbitrary width, as a function of the mutation
    rates, the population size, and the fitnesses of the intermediates. We find that
    when intermediates are close to neutral, a large population can cross even wide
    fitness valleys remarkably quickly, so that valley-crossing dynamics may be common
    even when mutations that directly increase fitness are also possible. Thus the
    evolutionary dynamics of large populations can be sensitive to the structure of
    an extended region of the fitness landscape — the population may not take directly
    uphill paths in favor of paths across valleys and plateaus that lead eventually
    to fitter genotypes. In smaller populations, we find that below a threshold size,
    which depends on the width of the fitness valley and the strength of selection
    against intermediate genotypes, valley-crossing is much less likely and hence
    the evolutionary dynamics are less influenced by distant regions of the fitness
    landscape.
author:
- first_name: Daniel
  full_name: Daniel Weissman
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Michael
  full_name: Desai, Michael M
  last_name: Desai
- first_name: Daniel
  full_name: Fisher, Daniel S
  last_name: Fisher
- first_name: Marcus
  full_name: Feldman, Marcus W
  last_name: Feldman
citation:
  ama: Weissman D, Desai M, Fisher D, Feldman M. The rate at which asexual populations
    cross fitness valleys. <i>Theoretical Population Biology</i>. 2009;75(4):286-300.
    doi:<a href="https://doi.org/10.1016/j.tpb.2009.02.006">10.1016/j.tpb.2009.02.006</a>
  apa: Weissman, D., Desai, M., Fisher, D., &#38; Feldman, M. (2009). The rate at
    which asexual populations cross fitness valleys. <i>Theoretical Population Biology</i>.
    Academic Press. <a href="https://doi.org/10.1016/j.tpb.2009.02.006">https://doi.org/10.1016/j.tpb.2009.02.006</a>
  chicago: Weissman, Daniel, Michael Desai, Daniel Fisher, and Marcus Feldman. “The
    Rate at Which Asexual Populations Cross Fitness Valleys.” <i>Theoretical Population
    Biology</i>. Academic Press, 2009. <a href="https://doi.org/10.1016/j.tpb.2009.02.006">https://doi.org/10.1016/j.tpb.2009.02.006</a>.
  ieee: D. Weissman, M. Desai, D. Fisher, and M. Feldman, “The rate at which asexual
    populations cross fitness valleys,” <i>Theoretical Population Biology</i>, vol.
    75, no. 4. Academic Press, pp. 286–300, 2009.
  ista: Weissman D, Desai M, Fisher D, Feldman M. 2009. The rate at which asexual
    populations cross fitness valleys. Theoretical Population Biology. 75(4), 286–300.
  mla: Weissman, Daniel, et al. “The Rate at Which Asexual Populations Cross Fitness
    Valleys.” <i>Theoretical Population Biology</i>, vol. 75, no. 4, Academic Press,
    2009, pp. 286–300, doi:<a href="https://doi.org/10.1016/j.tpb.2009.02.006">10.1016/j.tpb.2009.02.006</a>.
  short: D. Weissman, M. Desai, D. Fisher, M. Feldman, Theoretical Population Biology
    75 (2009) 286–300.
date_created: 2018-12-11T12:02:34Z
date_published: 2009-06-01T00:00:00Z
date_updated: 2021-01-12T07:42:31Z
day: '01'
doi: 10.1016/j.tpb.2009.02.006
extern: 1
intvolume: '        75'
issue: '4'
month: '06'
page: 286 - 300
publication: Theoretical Population Biology
publication_status: published
publisher: Academic Press
publist_id: '3336'
quality_controlled: 0
status: public
title: The rate at which asexual populations cross fitness valleys
type: journal_article
volume: 75
year: '2009'
...
---
_id: '3305'
abstract:
- lang: eng
  text: The accumulation of deleterious mutations plays a major role in evolution,
    and key to this are the interactions between their fitness effects, known as epistasis.
    Whether mutations tend to interact synergistically (with multiple mutations being
    more deleterious than would be expected from their individual fitness effects)
    or antagonistically is important for a variety of evolutionary questions, particularly
    the evolution of sex. Unfortunately, the experimental evidence on the prevalence
    and strength of epistasis is mixed and inconclusive. Here we study theoretically
    whether synergistic or antagonistic epistasis is likely to be favored by evolution
    and by how much. We find that in the presence of recombination, evolution favors
    less synergistic or more antagonistic epistasis whenever mutations that change
    the epistasis in this direction are possible. This is because evolution favors
    increased buffering against the effects of deleterious mutations. This suggests
    that we should not expect synergistic epistasis to be widespread in nature and
    hence that the mutational deterministic hypothesis for the advantage of sex may
    not apply widely.
author:
- first_name: Michael
  full_name: Desai, Michael M
  last_name: Desai
- first_name: Daniel
  full_name: Daniel Weissman
  id: 2D0CE020-F248-11E8-B48F-1D18A9856A87
  last_name: Weissman
- first_name: Marcus
  full_name: Feldman, Marcus W
  last_name: Feldman
citation:
  ama: Desai M, Weissman D, Feldman M. Evolution can favor antagonistic epistasis.
    <i>Genetics</i>. 2007;177(2):1001-1010. doi:<a href="https://doi.org/10.1534/genetics.107.075812">10.1534/genetics.107.075812</a>
  apa: Desai, M., Weissman, D., &#38; Feldman, M. (2007). Evolution can favor antagonistic
    epistasis. <i>Genetics</i>. Genetics Society of America. <a href="https://doi.org/10.1534/genetics.107.075812">https://doi.org/10.1534/genetics.107.075812</a>
  chicago: Desai, Michael, Daniel Weissman, and Marcus Feldman. “Evolution Can Favor
    Antagonistic Epistasis.” <i>Genetics</i>. Genetics Society of America, 2007. <a
    href="https://doi.org/10.1534/genetics.107.075812">https://doi.org/10.1534/genetics.107.075812</a>.
  ieee: M. Desai, D. Weissman, and M. Feldman, “Evolution can favor antagonistic epistasis,”
    <i>Genetics</i>, vol. 177, no. 2. Genetics Society of America, pp. 1001–10, 2007.
  ista: Desai M, Weissman D, Feldman M. 2007. Evolution can favor antagonistic epistasis.
    Genetics. 177(2), 1001–10.
  mla: Desai, Michael, et al. “Evolution Can Favor Antagonistic Epistasis.” <i>Genetics</i>,
    vol. 177, no. 2, Genetics Society of America, 2007, pp. 1001–10, doi:<a href="https://doi.org/10.1534/genetics.107.075812">10.1534/genetics.107.075812</a>.
  short: M. Desai, D. Weissman, M. Feldman, Genetics 177 (2007) 1001–10.
date_created: 2018-12-11T12:02:34Z
date_published: 2007-01-01T00:00:00Z
date_updated: 2021-01-12T07:42:32Z
day: '01'
doi: 10.1534/genetics.107.075812
extern: 1
intvolume: '       177'
issue: '2'
month: '01'
page: 1001 - 10
publication: Genetics
publication_status: published
publisher: Genetics Society of America
publist_id: '3335'
quality_controlled: 0
status: public
title: Evolution can favor antagonistic epistasis
type: journal_article
volume: 177
year: '2007'
...
