Effective Population Size and the Efficacy of Selection on the X Chromosomes of Two Closely Related Drosophila Species

The prevalence of natural selection relative to genetic drift is of central interest in evolutionary biology. Depending on the distribution of fitness effects of new mutations, the importance of these evolutionary forces may differ in species with different effective population sizes. Here, we survey population genetic variation at 105 orthologous X-linked protein coding regions in Drosophila melanogaster and its sister species D. simulans, two closely related species with distinct demographic histories. We observe significantly higher levels of polymorphism and evidence for stronger selection on codon usage bias in D. simulans, consistent with a larger historical effective population size on average for this species. Despite these differences, we estimate that <10% of newly arising nonsynonymous mutations have deleterious fitness effects in the nearly neutral range (i.e., −10 < Nes < 0) in both species. The inferred distributions of fitness effects and demographic models translate into surprisingly high estimates of the fraction of “adaptive” protein divergence in both species (∼85–90%). Despite evidence for different demographic histories, differences in population size have apparently played little role in the dynamics of protein evolution in these two species, and estimates of the adaptive fraction (α) of protein divergence in both species remain high even if we account for recent 10-fold growth. Furthermore, although several recent studies have noted strong signatures of recurrent adaptive protein evolution at genes involved in immunity, reproduction, sexual conflict, and intragenomic conflict, our finding of high levels of adaptive protein divergence at randomly chosen proteins (with respect to function) suggests that many other factors likely contribute to the adaptive protein divergence signature in Drosophila.

[1]  J. Parsch,et al.  On the utility of short intron sequences as a reference for the detection of positive and negative selection in Drosophila. , 2010, Molecular biology and evolution.

[2]  R. Nielsen,et al.  Population genetic inference from genomic sequence variation. , 2010, Genome research.

[3]  Kai Zeng,et al.  Estimating Selection Intensity on Synonymous Codon Usage in a Nonequilibrium Population , 2009, Genetics.

[4]  J. Welch,et al.  Quantifying Adaptive Evolution in the Drosophila Immune System , 2009, PLoS genetics.

[5]  P. Keightley,et al.  Estimating the rate of adaptive molecular evolution in the presence of slightly deleterious mutations and population size change. , 2009, Molecular biology and evolution.

[6]  D. Petrov,et al.  Pervasive Natural Selection in the Drosophila Genome? , 2009, PLoS genetics.

[7]  B. Charlesworth,et al.  Reduced Effectiveness of Selection Caused by a Lack of Recombination , 2009, Current Biology.

[8]  B. Charlesworth Effective population size and patterns of molecular evolution and variation , 2009, Nature Reviews Genetics.

[9]  P. Andolfatto,et al.  The Impact of Natural Selection on the Genome: Emerging Patterns in Drosophila and Arabidopsis , 2008 .

[10]  P. Andolfatto,et al.  Positive and negative selection on noncoding DNA in Drosophila simulans. , 2008, Molecular biology and evolution.

[11]  Jane Charlesworth,et al.  The McDonald-Kreitman test and slightly deleterious mutations. , 2008, Molecular biology and evolution.

[12]  B. Lazzaro Natural selection on the Drosophila antimicrobial immune system. , 2008, Current opinion in microbiology.

[13]  G. Coop,et al.  No effect of recombination on the efficacy of natural selection in primates. , 2008, Genome research.

[14]  C. Schlötterer,et al.  African Drosophila melanogaster and D. simulans Populations Have Similar Levels of Sequence Variability, Suggesting Comparable Effective Population Sizes , 2008, Genetics.

[15]  P. Keightley,et al.  Joint Inference of the Distribution of Fitness Effects of Deleterious Mutations and Population Demography Based on Nucleotide Polymorphism Frequencies , 2007, Genetics.

[16]  Peter Andolfatto,et al.  Hitchhiking effects of recurrent beneficial amino acid substitutions in the Drosophila melanogaster genome. , 2007, Genome research.

[17]  D. Petrov,et al.  Genomewide Spatial Correspondence Between Nonsynonymous Divergence and Neutral Polymorphism Reveals Extensive Adaptation in Drosophila , 2007, Genetics.

[18]  Saverio Vicario,et al.  Codon usage in twelve species of Drosophila , 2007, BMC Evolutionary Biology.

[19]  Colin N. Dewey,et al.  Population Genomics: Whole-Genome Analysis of Polymorphism and Divergence in Drosophila simulans , 2007, PLoS biology.

[20]  Sònia Casillas,et al.  Purifying selection maintains highly conserved noncoding sequences in Drosophila. , 2007, Molecular biology and evolution.

[21]  Leila A. Mamirova,et al.  Accumulation of slightly deleterious mutations in mitochondrial protein-coding genes of large versus small mammals , 2007, Proceedings of the National Academy of Sciences.

[22]  P. Keightley,et al.  A Comparison of Models to Infer the Distribution of Fitness Effects of New Mutations , 2013, Genetics.

[23]  A. Hughes,et al.  Looking for Darwin in all the wrong places: the misguided quest for positive selection at the nucleotide sequence level , 2007, Heredity.

[24]  D. Presgraves,et al.  Does genetic conflict drive rapid molecular evolution of nuclear transport genes in Drosophila? , 2007, BioEssays : news and reviews in molecular, cellular and developmental biology.

[25]  Chenhui Zhang,et al.  Adaptive genic evolution in the Drosophila genomes , 2007, Proceedings of the National Academy of Sciences.

[26]  B. Charlesworth,et al.  Reduced efficacy of selection in regions of the Drosophila genome that lack crossing over , 2007, Genome Biology.

[27]  D. Bachtrog A dynamic view of sex chromosome evolution. , 2006, Current opinion in genetics & development.

[28]  M. Hubisz,et al.  Maximum likelihood estimation of ancestral codon usage bias parameters in Drosophila. , 2006, Molecular biology and evolution.

[29]  J. Parsch,et al.  Widespread Adaptive Evolution of Drosophila Genes With Sex-Biased Expression , 2006, Genetics.

[30]  Florian Gnad,et al.  Sebida: a database for the functional and evolutionary analysis of genes with sex-biased expression , 2006, Bioinform..

[31]  D. Halligan,et al.  Ubiquitous selective constraints in the Drosophila genome revealed by a genome-wide interspecies comparison. , 2006, Genome research.

[32]  John J Welch,et al.  Estimating the Genomewide Rate of Adaptive Protein Evolution in Drosophila , 2006, Genetics.

[33]  N. Derome,et al.  Contrasted Polymorphism Patterns in a Large Sample of Populations From the Evolutionary Genetics Model Drosophila simulans , 2006, Genetics.

[34]  B. Charlesworth,et al.  Estimating Selection on Nonsynonymous Mutations , 2006, Genetics.

[35]  James A. Cuff,et al.  Genome sequence, comparative analysis and haplotype structure of the domestic dog , 2005, Nature.

[36]  Lindell Bromham,et al.  Population size and molecular evolution on islands , 2005, Proceedings of the Royal Society B: Biological Sciences.

[37]  P. Andolfatto Adaptive evolution of non-coding DNA in Drosophila , 2005, Nature.

[38]  D. Presgraves,et al.  Recombination Enhances Protein Adaptation in Drosophila melanogaster , 2005, Current Biology.

[39]  Brian Charlesworth,et al.  Patterns of intron sequence evolution in Drosophila are dependent upon length and GC content , 2005, Genome Biology.

[40]  Kevin R. Thornton,et al.  Multilocus patterns of nucleotide variability and the demographic and selection history of Drosophila melanogaster populations. , 2005, Genome research.

[41]  B. Viginier,et al.  Non-African populations of Drosophila melanogaster have a unique origin. , 2004, Molecular biology and evolution.

[42]  A. Eyre-Walker,et al.  The genomic rate of adaptive amino acid substitution in Drosophila. , 2004, Molecular biology and evolution.

[43]  A. Kern,et al.  Molecular Population Genetics of Male Accessory Gland Proteins in the Drosophila simulans Complex , 2004, Genetics.

[44]  B. Charlesworth,et al.  Selection on Codon Usage in Drosophila americana , 2004, Current Biology.

[45]  W. Stephan,et al.  Demography and natural selection have shaped genetic variation in Drosophila melanogaster: a multi-locus approach. , 2003, Genetics.

[46]  D. Begun,et al.  Natural selection drives Drosophila immune system evolution. , 2003, Genetics.

[47]  Daniel J. Gaffney,et al.  Quantifying the slightly deleterious mutation model of molecular evolution. , 2002, Molecular biology and evolution.

[48]  Adam Eyre-Walker,et al.  Changing effective population size and the McDonald-Kreitman test. , 2002, Genetics.

[49]  Adam Eyre-Walker,et al.  Adaptive protein evolution in Drosophila , 2002, Nature.

[50]  Justin C. Fay,et al.  Testing the neutral theory of molecular evolution with genomic data from Drosophila , 2002, Nature.

[51]  J. David,et al.  Chromosomal inversion polymorphism in Afrotropical populations of Drosophila melanogaster. , 2002, Genetical research.

[52]  Justin C. Fay,et al.  The neutral theory in the genomic era. , 2001, Current opinion in genetics & development.

[53]  Justin C. Fay,et al.  Positive and negative selection on the human genome. , 2001, Genetics.

[54]  P. Andolfatto Contrasting patterns of X-linked and autosomal nucleotide variation in Drosophila melanogaster and Drosophila simulans. , 2001, Molecular biology and evolution.

[55]  P. Andolfatto,et al.  Inversion polymorphisms and nucleotide variability in Drosophila. , 2001, Genetical research.

[56]  A. Clark,et al.  Molecular population genetics of male accessory gland proteins in Drosophila. , 2000, Genetics.

[57]  D. Weinreich,et al.  Contrasting patterns of nonneutral evolution in proteins encoded in nuclear and mitochondrial genomes. , 2000, Genetics.

[58]  Justin C. Fay,et al.  Hitchhiking under positive Darwinian selection. , 2000, Genetics.

[59]  Ziheng Yang,et al.  PAML: a program package for phylogenetic analysis by maximum likelihood , 1997, Comput. Appl. Biosci..

[60]  A. Clark,et al.  Neutral behavior of shared polymorphism. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[61]  S. Schaeffer,et al.  Natural selection and the frequency distributions of "silent" DNA polymorphism in Drosophila. , 1997, Genetics.

[62]  D. Begun Population genetics of silent and replacement variation in Drosophila simulans and D. melanogaster: X/autosome differences? , 1996, Molecular biology and evolution.

[63]  H. Akashi,et al.  Molecular evolution between Drosophila melanogaster and D. simulans: reduced codon bias, faster rates of amino acid substitution, and larger proteins in D. melanogaster. , 1996, Genetics.

[64]  B. Charlesworth Background selection and patterns of genetic diversity in Drosophila melanogaster. , 1996, Genetical research.

[65]  L. Kann,et al.  Excess amino acid polymorphism in mitochondrial DNA: contrasts among genes from Drosophila, mice, and humans. , 1996, Molecular biology and evolution.

[66]  H. Akashi,et al.  Inferring weak selection from patterns of polymorphism and divergence at "silent" sites in Drosophila DNA. , 1995, Genetics.

[67]  B. Charlesworth The effect of background selection against deleterious mutations on weakly selected, linked variants. , 1994, Genetical research.

[68]  J. Hey,et al.  Reduced natural selection associated with low recombination in Drosophila melanogaster. , 1993, Molecular biology and evolution.

[69]  C. Aquadro,et al.  African and North American populations of Drosophila melanogaster are very different at the DNA level , 1993, Nature.

[70]  T. Ohta,et al.  Amino acid substitution at the Adh locus of Drosophila is facilitated by small population size. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[71]  C. Aquadro,et al.  Levels of naturally occurring DNA polymorphism correlate with recombination rates in D. melanogaster , 1992, Nature.

[72]  M. Bulmer The selection-mutation-drift theory of synonymous codon usage. , 1991, Genetics.

[73]  M. Kreitman,et al.  Adaptive protein evolution at the Adh locus in Drosophila , 1991, Nature.

[74]  C. Aquadro,et al.  The rosy region of Drosophila melanogaster and Drosophila simulans. I. Contrasting levels of naturally occurring DNA restriction map variation and divergence. , 1988, Genetics.

[75]  M. Choudhary,et al.  A Comprehensive Study of Genic Variation in Natural Populations of Drosophila melanogaster. III. Variations in Genetic Structure and Their Causes between Drosophila melanogaster and Its Sibling Species Drosophila simulans. , 1987, Genetics.

[76]  Nicholas H. Barton,et al.  The Relative Rates of Evolution of Sex Chromosomes and Autosomes , 1987, The American Naturalist.

[77]  R. Hudson,et al.  A test of neutral molecular evolution based on nucleotide data. , 1987, Genetics.

[78]  M. Kimura,et al.  The neutral theory of molecular evolution. , 1983, Scientific American.

[79]  M. Nei,et al.  Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. , 1986, Molecular biology and evolution.

[80]  S. Jeffery Evolution of Protein Molecules , 1979 .

[81]  G. A. Watterson On the number of segregating sites in genetical models without recombination. , 1975, Theoretical population biology.

[82]  T. Ohta Slightly Deleterious Mutant Substitutions in Evolution , 1973, Nature.

[83]  C. Schlötterer,et al.  Chromosomal patterns of microsatellite variability contrast sharply in African and non-African populations of Drosophila melanogaster. , 2002, Genetics.

[84]  G. McVean,et al.  Inferring parameters of mutation, selection and demography from patterns of synonymous site evolution in Drosophila. , 2001, Genetics.

[85]  J. Powell,et al.  Intraspecific nuclear DNA variation in Drosophila. , 1996, Molecular biology and evolution.

[86]  R. A. Voelker,et al.  Comparative studies of allozyme loci in Drosophila simulans and D. melanogaster. II. Gene arrangement on the third chromosome.:II. GENE ARRANGEMENT ON THE THIRD CHROMOSOME , 1979 .

[87]  T. Jukes CHAPTER 24 – Evolution of Protein Molecules , 1969 .

[88]  H. Munro,et al.  Mammalian protein metabolism , 1964 .