Brian Charlesworth’s research while affiliated with University of Edinburgh and other places

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Publications (484)


A model of Hill-Robertson interference caused by purifying selection in a non-recombining genome
  • Preprint
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November 2024

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11 Reads

Hannes Becher

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Brian Charlesworth

A new approach to modeling the effects of Hill-Robertson interference on levels of adaptation and patterns of variability in a non-recombining genome or genomic region is described. The model assumes a set of L diallelic sites subject to reversible mutations between beneficial and deleterious alleles, with the same selection coefficient at each site. The assumption of reversibility allows the system to reach a stable statistical equilibrium with respect to the frequencies of deleterious mutations, in contrast to many previous models that assume irreversible mutations to deleterious alleles. The model is therefore appropriate for understanding the long-term properties of non-recombining genomes such as Y chromosomes, and is applicable to haploid genomes or to diploid genomes when there is intermediate dominance with respect to the effects of mutations on fitness. Approximations are derived for the equilibrium frequencies of deleterious mutations, the effective population size that controls the fixation probabilities of mutations at sites under selection, the nucleotide site diversity at neutral sites located within the non-recombining region, and the site frequency spectrum for segregating neutral variants. The approximations take into account the effects of linkage disequilibrium on the genetic variance at sites under selection. Comparisons with published and new computer simulation results show that the approximations are sufficiently accurate to be useful, and can thus provide insights into a wider range of parameter sets than is accessible by simulation. The relevance of the findings to data on non-recombining genome regions is discussed. Summary We describe a new model to study how Hill-Robertson interference affects adaptation and genetic variation in non-recombining genome regions, such as Y chromosomes. Unlike many previous models that assumed mutations to deleterious alleles were irreversible, this model allows for reversible mutations, enabling the system to stabilize statistically. It provides calculations for several genetic dynamics, including the equilibrium frequencies of detrimental mutations and the effects of genetic linkage on diversity. This model, validated against simulations, offers a practical tool to examine genetic patterns in non-recombining genomic areas, offering insights that extend beyond what can be achieved through simulation alone.

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Making sense of recent models of the "sheltering" hypothesis for recombination arrest between sex chromosomes

October 2024

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3 Reads

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1 Citation

Evolution

In their most extreme form, sex chromosomes exhibit a complete lack of genetic recombination along much of their length in the heterogametic sex. Some recent models explain the evolution of such suppressed recombination by the “sheltering” of deleterious mutations by chromosomal inversions that prevent recombination around a polymorphic locus controlling sex. This sheltering hypothesis is based on the following reasoning. An inversion that is associated with the male-determining allele (with male heterogamety) is present only in the heterozygous state. If such an inversion carries a lower-than-average number of deleterious mutations, it will accrue a selective advantage, and will be sheltered from homozygosity for any mutations that it carries due to the enforced heterozygosity for the inversion itself. It can therefore become fixed among all carriers of the male-determining allele. Recent population genetics models of this process are discussed. It is shown that, except under the unlikely scenario of a high degree of recessivity of most deleterious mutations, inversions of this type that lack any other fitness effects will have at best a modest selective advantage; they will usually accumulate on proto-Y chromosomes at a rate close to, or less than, the neutral expectation. While the existence of deleterious mutations does not necessarily prevent the spread of Y-linked inversions, it is unlikely to provide a significant selective advantage to them.


The fitness consequences of genetic divergence between polymorphic gene arrangements

December 2023

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17 Reads

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2 Citations

Genetics

Inversions restrict recombination when heterozygous with standard arrangements, but often have few noticeable phenotypic effects. Nevertheless, there are several examples of inversions that can be maintained polymorphic by strong selection under laboratory conditions. A long-standing model for the source of such selection is divergence between arrangements with respect to recessive or partially recessive deleterious mutations, resulting in a selective advantage to heterokaryotypic individuals over homokaryotypes. This paper uses a combination of analytical and numerical methods to investigate this model, for the simple case of an autosomal inversion with multiple independent nucleotide sites subject to mildly deleterious mutations. A complete lack of recombination in heterokaryotypes is assumed, as well as constancy of the frequency of the inversion over space and time. It is shown that a significantly higher mutational load will develop for the less frequent arrangement. A selective advantage to heterokaryotypes is only expected when the two alternative arrangements are nearly equal in frequency, so that their mutational loads are very similar in size. The effects of some Drosophila pseudoobscura polymorphic inversions on fitness traits seem to be too large to be explained by this process, although it may contribute to some of the observed effects. Several population genomic statistics can provide evidence for signatures of a reduced efficacy of selection associated with the rarer of two arrangements, but there is currently little published data that are relevant to the theoretical predictions.


Fig 1. Corrected presentation of Fig 3c from Jay et al. [6]. We have included the data for neutral mutations (where s = 0.0), and modified the y-axis label and main figure title to accurately reflect the correct interpretation of the data. Specifically, the figure displays the frequency among 10,000 replicate simulations where independent single-copy inversion mutations go to fixation conditioned on those inversions surviving longer than 20 generations, and initially capturing at least one mutation. Left-hand panels show results for autosomal inversions, while right-hand panels show results for inversions expanding the sex-linked region on a proto-Y chromosome. Results are shown for a population size of N = 1, 000, dominance coefficients varying between completely recessive to additive fitness effects (h = {0.0, 0.01, 0.1, 0.2, 0.3, 0.4, 0.5}), selection coefficients ranging from quite weak to extremely strong selection (s = {0.0, 0.001, 0.01, 0.1, 0.25, 0.5}), and two per-base-pair mutation rates (µ = {10 −9 , 10 −8 }).
Do deleterious mutations promote the evolution of recombination suppression between X and Y chromosomes?

November 2023

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40 Reads

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2 Citations

An interesting new model has recently been proposed for the evolution of suppressed recombination between newly evolving X and Y chromosomes, where males are heterozygous for a locus determining sex and females are homozygous (the same principles apply to systems with female heterogamety, with the role of the two sexes reversed). The model appeals to the selective advantage that accrues to a recombination suppressor (e.g., an inversion), which arises on a male-determining haplotype that carries a smaller number of deleterious mutations than average and remains completely associated with the sex determining locus. The underlying logic of the model rests on the idea that, because such an inversion cannot become homozygous, it is "sheltered" from selection against any deleterious recessive mutations it may carry, in contrast to an autosomal inversion. It has been claimed that computer simulations of this process show that the probability that a new inversion becomes fixed within the population of Y chromosomes is substantially higher than expected under selective neutrality, and higher than that for a comparable autosomal inversion. However, analytical population genetic models of some special cases cast doubt on the magnitude of the selective advantage claimed for Y-linked inversions under this process, demanding re-evaluation of the simulation results. The published estimates of fixation probabilities of Y-linked inversions were in fact calculated after excluding inversions that were lost in the first 20 generations. This generates a substantial bias towards high fixation probabilities and obscures comparisons with neutrality. If all simulation runs are included, most parameter sets yield estimates of fixation probabilities that are close to neutral expectation, unless deleterious mutations are close to being completely recessive. The proposed sheltering mechanism is unlikely to provide a robust selective advantage to inversions suppressing recombination between evolving X and Y (or Z and W) chromosomes.


How chromosomal inversions reorient the evolutionary process

November 2023

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287 Reads

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36 Citations

Journal of Evolutionary Biology

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Nicholas H Barton

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[...]

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Inversions are structural mutations that reverse the sequence of a chromosome segment and reduce the effective rate of recombination in the heterozygous state. They play a major role in adaptation, as well as in other evolutionary processes such as speciation. Although inversions have been studied since the 1920s, they remain difficult to investigate because the reduced recombination conferred by them strengthens the effects of drift and hitchhiking, which in turn can obscure signatures of selection. Nonetheless, numerous inversions have been found to be under selection. Given recent advances in population genetic theory and empirical study, here we review how different mechanisms of selection affect the evolution of inversions. A key difference between inversions and other mutations, such as single nucleotide variants, is that the fitness of an inversion may be affected by a larger number of frequently interacting processes. This considerably complicates the analysis of the causes underlying the evolution of inversions. We discuss the extent to which these mechanisms can be disentangled, and by which approach. Abstract Inversions often play key roles in adaptation and speciation, but the processes that direct their evolution are obscured by the characteristic that makes them so unique (reduced recombination between arrangements). In this review, we examine how different mechanisms can impact inversion evolution, weaving together both theoretical and empirical studies. We emphasize that most patterns are overdetermined (i.e. can be caused by multiple processes), but we highlight new technologies that provide a path forward towards disentangling these mechanisms.


The fitness consequences of genetic divergence between polymorphic gene arrangements

October 2023

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18 Reads

Inversions restrict recombination when heterozygous with standard arrangements, but often have few noticeable phenotypic effects. Nevertheless, there are several examples of inversions that can be maintained polymorphic by strong selection under laboratory conditions. A long-standing model for the source of such selection is divergence between arrangements with respect to recessive or partially recessive deleterious mutations, resulting in a selective advantage to heterokaryotypic individuals over homokaryotypes. This paper uses a combination of analytical and numerical methods to investigate this model, for the simple case of an autosomal inversion with multiple independent nucleotide sites subject to deleterious mutations. A complete lack of recombination in heterokaryotypes is assumed, as well as constancy of the frequency of the inversion over space and time. It is shown that a significantly higher mutational load will develop for the less frequent arrangement. A selective advantage to heterokaryotypes is only expected when the two alternative arrangements are nearly equal in frequency, so that their mutational loads are very similar in size. The effects of some Drosophila pseudoobscura polymorphic inversions on fitness traits seem to be too large to be explained by this process, although it may contribute to some of the observed effects. Several population genomic statistics can provide evidence for signatures of a reduced efficacy of selection associated with the rarer of two arrangements, but there is currently little published data that are relevant to the theoretical predictions.


The effects of inversion polymorphisms on patterns of neutral genetic diversity

June 2023

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27 Reads

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6 Citations

Genetics

The strong reduction in the frequency of recombination in heterozygotes for an inversion and a standard gene arrangement causes the arrangements to become partially isolated genetically, resulting in sequence divergence between them and changes in the levels of neutral variability at nucleotide sites within each arrangement class. Previous theoretical studies on the effects of inversions on neutral variability have either assumed that the population is panmictic or that it is divided into two populations subject to divergent selection. Here, the theory is extended to a model of an arbitrary number of demes connected by migration, using a finite island model with the inversion present at the same frequency in all demes. Recursion relations for mean pairwise coalescent times are used to obtain simple approximate expressions for diversity and divergence statistics for an inversion polymorphism at equilibrium under recombination and drift, and for the approach to equilibrium following the sweep of an inversion to a stable intermediate frequency. The effects of an inversion polymorphism on patterns of linkage disequilibrium are also examined. The reduction in effective recombination rate caused by population subdivision can have significant effects on these statistics. The theoretical results are discussed in relation to population genomic data on inversion polymorphisms, with an emphasis on Drosophila melanogaster. Methods are proposed for testing whether or not inversions are close to recombination-drift equilibrium, and for estimating the rate of recombinational exchange in heterozygotes for inversions; difficulties involved in estimating the ages of inversions are also discussed.


The effects of inversion polymorphisms on patterns of neutral genetic diversity

February 2023

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20 Reads

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2 Citations

The strong reduction in the frequency of recombination in heterozygotes for an inversion and a standard gene arrangement causes inversion and standard haplotypes to become partially isolated, resulting in sequence divergence between them and to changes in the levels of neutral variability at nucleotide sites within each arrangement class, as is also the case for other types of balanced polymorphisms. Previous theoretical studies have either assumed that the population is panmictic or that it is divided into two populations subject to divergent selection. Here, the theory is extended to a model of an arbitrary number of demes connected by migration, using a finite island. Recursion relations for mean pairwise coalescent times are used to obtain simple approximate expressions for diversity and divergence statistics relevant to an inversion polymorphism at equilibrium under recombination and drift, and for the approach to equilibrium following the sweep of an inversion to a stable intermediate frequency. The effects of an inversion polymorphism on patterns of linkage disequilibrium are also examined. The reduction in effective recombination rate caused by population subdivision can have significant effects on these statistics, and hence on estimates of the ages of inversions. The theoretical results are discussed in relation to population genomic data on inversion polymorphisms, with an emphasis on Drosophila melanogaster . Methods are proposed for testing whether or not inversions are close to recombination-drift equilibrium, and for estimating the rate of recombinational exchange in heterozygotes for inversions; difficulties involved in estimating the ages of inversions are also discussed.


Figure 1
Population Genetic Considerations Regarding Evidence for Biased Mutation Rates in Arabidopsis thaliana

December 2022

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11 Reads

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13 Citations

Molecular Biology and Evolution

It has recently been proposed that lower mutation rates in gene bodies compared with upstream and downstream sequences in Arabidopsis thaliana are the result of an "adaptive" modification of the rate of beneficial and deleterious mutations in these functional regions. This claim was based both on analyses of mutation accumulation lines and on population genomics data. Here we show that several questionable assumptions were used in the population genomics analyses. In particular, we demonstrate that the difference between gene bodies and less selectively constrained sequences in the magnitude of Tajima's D can in principle be explained by the presence of sites subject to purifying selection, and does not require lower mutation rates in regions experiencing selective constraints.



Citations (58)


... Further studies by the same research team using other data and closely related guppy species claimed similar results, i.e. that recombination suppression affects a large part of the Y chromosome and that the NRR has a common ancestry among multiple guppy species Wright et al. 2019;Almeida et al. 2021;Fong et al. 2023). In the meantime, an independent research team concluded that recombination is focused at the tips of all chromosomes in guppy males, but rare recombination events occur on almost the entire length of the sex chromosome pair, with only about 4% of the Y chromosome that is completely nonrecombining Charlesworth et al. 2020aCharlesworth et al. , 2020bQiu et al. 2022;Charlesworth et al. 2024). A third research team assembled a male guppy genome and corroborated that the NRR is small in P. reticulata (Fraser et al. 2020). ...

Reference:

Sex Chromosome Evolution: Hallmarks and Question Marks
Making sense of recent models of the "sheltering" hypothesis for recombination arrest between sex chromosomes
  • Citing Article
  • October 2024

Evolution

... The fitness consequences of a supergene could also change if selective pressures change over time or across space, potentially limiting the value of a supergene in a changing environment or during dispersal into a new environment [22]. Even in a stable environment, inversion supergenes may be subject to accumulation of increased mutational load compared to the rest of the genome due to their reduced opportunities for recombination and reduced effective population size (Ne) (due to the effective subdivision of the population in that part of the genome) [23][24][25]. Some theoretical models suggest that this may lead to heterokaryotype advantage through sheltering of recessive deleterious mutations (associative overdominance) [23][24][25], or failure of locally adapted inversions to reach high frequency [26]. ...

The fitness consequences of genetic divergence between polymorphic gene arrangements

Genetics

... Therefore, other mechanisms must exist that suppress X-Y recombination. Given recombination rates are not homogenous in genomes, and sometimes even vary between sexes, recombination suppression may occur simply because the sex-determining gene(s) emerge in a region with preexisting low recombination levels, such as a pericentromeric region (Charlesworth 2023). In the plant genus Rumex, the comparative study of species with and without sex chromosomes suggested that sex chromosomes had ancestrally low rates of recombination, even before becoming sex chromosomes (Rifkin et al. 2021). ...

Do deleterious mutations promote the evolution of recombination suppression between X and Y chromosomes?

... Reductions in recombination also decrease the genetic variance of traits that are selected for an optimum phenotype (as in figure 1), by favouring the maintenance of negative associations between loci generated by stabilizing selection (Bulmer effect [136]). This reduction of genetic variance of traits may be favoured if it reduces the standing load, as suggested by the apparent maintenance of chromosomal rearrangements and structural variants in local adaptation [137]. If such structural variants arise and spread while a population is adapting to a new or changing environment, they can dramatically modify the genetic architecture of ongoing adaptation, by introducing a gene with a major effect on genetic variances and correlations among traits. ...

How chromosomal inversions reorient the evolutionary process

Journal of Evolutionary Biology

... A general caveat for interpreting our results is that because of the block inheritance of inversions, parallel adaptation on any gene within an inversion could leave an inversion-wide signal. This could increase the likelihood of detecting the signature of parallelism, as well as the number and length of parallel regions 37 . Although this may have contributed to the large inversion signal reported here, there were also several large clusters of swept regions outside the inversions seen in each location, such as those found near the middle of chromosomes 2 and 10 in GSD, and in the middle of chromosome 12 and at the distal end of chromosome 16 at MON (Extended Data Fig. 7). ...

The effects of inversion polymorphisms on patterns of neutral genetic diversity

Genetics

... Taken together, these mechanisms probably explain why many inversions, notably those forming supergenes, behave as overdominant (Jay et al., 2021;Jay, Tezenas, et al., 2022;Wellenreuther & Bernatchez, 2018). It may be noted that because suppression of recombination leads to an accumulation of deleterious mutations, the fitness of alternative haplotypes at the supergene is expected to decrease with time, which might eventually lead to the loss of one of them (Berdan et al., 2021;Charlesworth, 2023;Jay, Tezenas, et al., 2022). The long-term maintenance of supergene therefore probably involves the evolution of further mechanisms maintaining the polymorphism in face of mutation accumulation. ...

The effects of inversion polymorphisms on patterns of neutral genetic diversity

... In humans, DNMs are more likely to appear near recombination locations 13,32 , possibly because the DNA break and repair machinery is prone to introducing DNMs 22 . Recent studies suggested that functionally constrained regions harbor fewer DNMs 33,34 , but 1 Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China. 2 these results have been questioned repeatedly and not been supported across model organisms 21,[35][36][37] . From the above, it can be concluded that the DNM rate varies within a genome 38 . ...

Population Genetic Considerations Regarding Evidence for Biased Mutation Rates in Arabidopsis thaliana

Molecular Biology and Evolution

... Thus, the superficial direction of behavior (including lack of movement) is not a key to the system controlling it. Rather, the functional result is key-linked to the conserved evolutionary teleonomy/"purpose" (Pittendrigh, 1958). When developing scale items or behavioral measures, the key issue should be the function of the behavior not its superficial appearance (unless that defines function). ...

Adaptation and natural selection
  • Citing Article
  • June 2017

... These will likely come from SNVs of lower frequency which recently have been demonstrated to make substantial contributions to complex trait heritability. 28 Importantly, there are other tissues that are also likely involved in BP regulation, such as the brain. 29 The tissue contributions to a polygenic trait, particularly a physiologically significant trait like BP, is an important direction for genome analysis. ...

From Mendel to quantitative genetics in the genome era: the scientific legacy of W. G. Hill
  • Citing Article
  • July 2022

Nature Genetics

... In the second step, one may next study selective effects at and around functional sites, within the context of this inferred demography. Importantly, this framework for developing an appropriate evolutionary baseline model -a key component of which is the history of population size change, structure, and gene flow characterizing the species in question -has been repeatedly shown to be essential for reducing false-positive rates when scanning for loci targeted by recent positive or balancing selection (e.g., Barton 1998;Jensen et al. 2005;Poh et al. 2014;Matuszewski et al. 2018;Harris and Jensen 2020;Charlesworth and Jensen 2022;Jensen 2023;Soni et al. 2023;; and see the reviews of Johri et al. 2022a,b). ...

Some complexities in interpreting apparent effects of hitchhiking: A commentary on Gompert et al. (2022)
  • Citing Article
  • July 2022

Molecular Ecology