A Novel Method Distinguishes Between Mutation Rates and Fixation Biases in Patterns of Single-Nucleotide Substitution

Analysis of the genome-wide patterns of single-nucleotide substitution reveals that the human GC content structure is out of equilibrium. The substitutions are decreasing the overall GC content (GC), at the same time making its range narrower. Investigation of single-nucleotide polymorphisms (SNPs) revealed that presently the decrease in GC content is due to a uniform mutational preference for A:T pairs, while its projected range is due to a variability in the fixation preference for G:C pairs. However, it is important to determine whether lessons learned about evolutionary processes operating at the present time (that is reflected in the SNP data) can be extended back into the evolutionary past. We describe here a new approach to this problem that utilizes the juxtaposition of forward and reverse substitution rates to determine the relative importance of variability in mutation rates and fixation probabilities in shaping long-term substitutional patterns. We use this approach to demonstrate that the forces shaping GC content structure over the recent past (since the appearance of the SNPs) extend all the way back to the mammalian radiation ∼90 million years ago. In addition, we find a small but significant effect that has not been detected in the SNP data—relatively high rates of C:G→A:T germline mutation in low-GC regions of the genome. Reviewing Editor: Dr. Nicolas Galfier An erratum to this article is available at .     

Vanishing GC-rich isochores in mammalian genomes

To understand the origin and evolution of isochores-the peculiar spatial distribution of GC content within mammalian genomes-we analyzed the synonymous substitution pattern in coding sequences from closely related species in different mammalian orders. In primate and cetartiodactyls, GC-rich genes are undergoing a large excess of GC --> AT substitutions over AT --> GC substitutions: GC-rich isochores are slowly disappearing from the genome of these two mammalian orders. In rodents, our analyses suggest both a decrease in GC content of GC-rich isochores and an increase in GC-poor isochores, but more data will be necessary to assess the significance of this pattern. These observations question the conclusions of previous works that assumed that base composition was at equilibrium. Analysis of allele frequency in human polymorphism data, however, confirmed that in the GC-rich parts of the genome, GC alleles have a higher probability of fixation than AT alleles. This fixation bias appears not strong enough to overcome the large excess of GC --> AT mutations. Thus, whatever the evolutionary force (neutral or selective) at the origin of GC-rich isochores, this force is no longer effective in mammals. We propose a model based on the biased gene conversion hypothesis that accounts for the origin of GC-rich isochores in the ancestral amniote genome and for their decline in present-day mammals.     

Strong regional biases in nucleotide substitution in the chicken genome

Interspersed repeats have emerged as a valuable tool for studying neutral patterns of molecular evolution. Here we analyze variation in the rate and pattern of nucleotide substitution across all autosomes in the chicken genome by comparing the present-day CR1 repeat sequences with their ancestral copies and reconstructing nucleotide substitutions with a maximum likelihood model. The results shed light on the origin and evolution of large-scale heterogeneity in GC content found in the genomes of birds and mammals--the isochore structure. In contrast to mammals, where GC content is becoming homogenized, heterogeneity in GC content is being reinforced in the chicken genome. This is also supported by patterns of substitution inferred from alignments of introns in chicken, turkey, and quail. Analysis of individual substitution frequencies is consistent with the biased gene conversion (BGC) model of isochore evolution, and it is likely that patterns of evolution in the chicken genome closely resemble those in the ancestral amniote genome, when it is inferred that isochores originated. Microchromosomes and distal regions of macrochromosomes are found to have elevated substitution rates and a more GC-biased pattern of nucleotide substitution. This can largely be accounted for by a strong correlation between GC content and the rate and pattern of substitution. The results suggest that an interaction between increased mutability at CpG motifs and fixation biases due to BGC could explain increased levels of divergence in GC-rich regions.     

Regional and time-resolved mutation patterns of the human genome

MOTIVATION: Substantial regional variations of substitutional processes have recently been reported from human/mouse comparisons. However, several features including the C + G dependence and the CpG-based transition effect remain obscure. RESULTS: Utilizing the vast amount of transposable elements in the human genome, we performed detailed analysis of the substitutional and insertion/deletion patterns along the human lineage in a regional and time-resolved fashion. We observed a drastic increase in the CpG-based transition frequency at about the time of the mammalian radiation. We also observed clear regional biases of substitution patterns, most notably a bias to enrich the C+G content toward the telomeres. AVAILABILITY: The programs used are available upon request from the authors.     

The Decline of Isochores in Mammals: An Assessment of the GC ContentVariation Along the Mammalian Phylogeny

Whether isochores, the large-scale variation of the GC content in mammalian genomes, are being maintained has recently been questioned. It has been suggested that GC-rich isochores originated in the ancestral amniote genome but that whatever force gave rise to them is no longer effective and that isochores are now disappearing from mammalian genomes. Here we investigated the evolution of the GC content of 41 coding genes in 6 to 66 species of mammals by estimating the ancestral GC content using a method which allows for different rates of substitution between sites. We found a highly significant decrease in the GC content during early mammalian evolution, as well as a weaker but still significant decrease in the GC content of GC-rich genes later in at least three groups of mammals: primates, rodents, and carnivores. These results are of interest because they confirm the recently suggested disappearance of GC-rich isochores in some mammalian genomes, and more importantly, they suggest that this disappearance started very early in mammalian evolution.This article contains online supplementary material.     

Alu element mutation spectra: molecular clocks and the effect of DNA methylation

In primate genomes more than 40% of CpG islands are found within repetitive elements. With more than one million copies in the human genome, the Alu family of retrotransposons represents the most successful short interspersed element (SINE) in primates and CpG dinucleotides make up about 20% of Alu sequences. It is generally thought that CpG dinucleotides mutate approximately ten times faster than other dinucleotides due to cytosine methylation and the subsequent deamination and conversion of C-->T. However, the disparity of Alu subfamily age estimations based upon CpG or non-CpG substitution density indicates a more complex relationship between CpG and non-CpG substitutions within the Alu elements. Here we report an analysis of the mutation patterns for 5296 Alu elements comprising 20 subfamilies. Our results indicate a relatively constant CpG versus non-CpG substitution ratio of approximately 6 for the young (AluY) and intermediate (AluS) Alu subfamilies. However, a more complex non-linear relationship between CpG and non-CpG substitutions was observed when old (AluJ) subfamilies were included in the analysis. These patterns may be the result of the slowdown of the neutral mutation rate during primate evolution and/or an increase in the CpG mutation rate as the consequence of increased DNA methylation in response to a burst of retrotransposition activity approximately 35 million years ago.     

Rates of nucleotide substitution and mammalian nuclear gene evolution. Approximate and maximum-likelihood methods lead to different conclusions

Rates and patterns of synonymous and nonsynonymous substitutions have important implications for the origin and maintenance of mammalian isochores and the effectiveness of selection at synonymous sites. Previous studies of mammalian nuclear genes largely employed approximate methods to estimate rates of nonsynonymous and synonymous substitutions. Because these methods did not account for major features of DNA sequence evolution such as transition/transversion rate bias and unequal codon usage, they might not have produced reliable results. To evaluate the impact of the estimation method, we analyzed a sample of 82 nuclear genes from the mammalian orders Artiodactyla, Primates, and Rodentia using both approximate and maximum-likelihood methods. Maximum-likelihood analysis indicated that synonymous substitution rates were positively correlated with GC content at the third codon positions, but independent of nonsynonymous substitution rates. Approximate methods, however, indicated that synonymous substitution rates were independent of GC content at the third codon positions, but were positively correlated with nonsynonymous rates. Failure to properly account for transition/transversion rate bias and unequal codon usage appears to have caused substantial biases in approximate estimates of substitution rates.     

Substantial Regional Variation in Substitution Rates in the Human Genome: Importance of GC Content, Gene Density, and Telomere-Specific Effects

This study presents the first global, 1-Mbp-level analysis of patterns of nucleotide substitutions along the human lineage. The study is based on the analysis of a large amount of repetitive elements deposited into the human genome since the mammalian radiation, yielding a number of results that would have been difficult to obtain using the more conventional comparative method of analysis. This analysis revealed substantial and consistent variability of rates of substitution, with the variability ranging up to twofold among different regions. The rates of substitutions of C or G nucleotides with A or T nucleotides vary much more sharply than the reverse rates, suggesting that much of that variation is due to differences in mutation rates rather than in the probabilities of fixation of C/G vs. A/T nucleotides across the genome. For all types of substitution we observe substantially more hotspots than coldspots, with hotspots showing substantial clustering over tens of Mbp’s. Our analysis revealed that GC-content of surrounding sequences is the best predictor of the rates of substitution. The pattern of substitution appears very different near telomeres compared to the rest of the genome and cannot be explained by the genome-wide correlations of the substitution rates with GC content or exon density. The telomere pattern of substitution is consistent with natural selection or biased gene conversion acting to increase the GC-content of the sequences that are within 10–15 Mbp away from the telomere.Reviewing Editor: Dr. Jerzy Jurka

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This revised version was published online in July 2005 with corrected page numbers.     

Genomic heterogeneity of background substitutional patterns in Drosophila melanogaster

Mutation is the underlying force that provides the variation upon which evolutionary forces can act. It is important to understand how mutation rates vary within genomes and how the probabilities of fixation of new mutations vary as well. If substitutional processes across the genome are heterogeneous, then examining patterns of coding sequence evolution without taking these underlying variations into account may be misleading. Here we present the first rigorous test of substitution rate heterogeneity in the Drosophila melanogaster genome using almost 1500 nonfunctional fragments of the transposable element DNAREP1_DM. Not only do our analyses suggest that substitutional patterns in heterochromatic and euchromatic sequences are different, but also they provide support in favor of a recombination-associated substitutional bias toward G and C in this species. The magnitude of this bias is entirely sufficient to explain recombination-associated patterns of codon usage on the autosomes of the D. melanogaster genome. We also document a bias toward lower GC content in the pattern of small insertions and deletions (indels). In addition, the GC content of noncoding DNA in Drosophila is higher than would be predicted on the basis of the pattern of nucleotide substitutions and small indels. However, we argue that the fast turnover of noncoding sequences in Drosophila makes it difficult to assess the importance of the GC biases in nucleotide substitutions and small indels in shaping the base composition of noncoding sequences.     

Exponential decay of GC content detected by strand-symmetric substitution rates influences the evolution of isochore structure

The distribution of guanine and cytosine nucleotides throughout a genome, or the GC content, is associated with numerous features in mammals; understanding the pattern and evolutionary history of GC content is crucial to our efforts to annotate the genome. The local GC content is decaying toward an equilibrium point, but the causes and rates of this decay, as well as the value of the equilibrium point, remain topics of debate. By comparing the results of 2 methods for estimating local substitution rates, we identify 620 Mb of the human genome in which the rates of the various types of nucleotide substitutions are the same on both strands. These strand-symmetric regions show an exponential decay of local GC content at a pace determined by local substitution rates. DNA segments subjected to higher rates experience disproportionately accelerated decay and are AT rich, whereas segments subjected to lower rates decay more slowly and are GC rich. Although we are unable to draw any conclusions about causal factors, the results support the hypothesis proposed by Khelifi A, Meunier J, Duret L, and Mouchiroud D (2006. GC content evolution of the human and mouse genomes: insights from the study of processed pseudogenes in regions of different recombination rates. J Mol Evol. 62:745-752.) that the isochore structure has been reshaped over time. If rate variation were a determining factor, then the current isochore structure of mammalian genomes could result from the local differences in substitution rates. We predict that under current conditions strand-symmetric portions of the human genome will stabilize at an average GC content of 30% (considerably less than the current 42%), thus confirming that the human genome has not yet reached equilibrium.     

Distribution of DNA methylation,CpGs, and CpG islands in human isochores

DNA methylation is a major epigenetic modification of the genome that affects basic biological functions, such as gene expression and cell development. We used the human genome sequences and the DNA methylation data that are available in order to establish a map of the levels of GC and methylation in isochores. We also looked for the correlations that hold between GC levels and the distribution of the (1) dinucleotide CpG, (2) ratio 5mC/CpG, and (3) CpG islands. Our results show that methylation levels, CpG frequencies, and the density of CpG islands are positively correlated with the GC level of isochores. In contrast, the correlation between the 5mC/CpG ratio and GC is a negative one because the increase in methylation lags behind that of CpG, to reach a plateau in the GC-richest, gene-richest isochore families H2 and H3. In conclusion, there are more CpG targets that remain unmethylated in the GC-richest, gene-richest isochores in comparison with the other isochores. This conclusion supports the idea that the widespread methylation under consideration here has a general inhibitory effect on gene expression.     

Chromosomal location effects on gene sequence evolution in mammals.

BACKGROUND: Nucleotide substitution rates and G + C content vary considerably among mammalian genes. It has been proposed that the mammalian genome comprises a mosaic of regions - termed isochores - with differing G + C content. The regional variation in gene G + C content might therefore be a reflection of the isochore structure of chromosomes, but the factors influencing the variation of nucleotide substitution rate are still open to question. RESULTS: To examine whether nucleotide substitution rates and gene G + C content are influenced by the chromosomal location of genes, we compared human and murid (mouse or rat) orthologues known to belong to one of the chromosomal (autosomal) segments conserved between these species. Multiple members of gene families were excluded from the dataset. Sets of neighbouring genes were defined as those lying within 1 centiMorgan (cM) of each other on the mouse genetic map. For both synonymous substitution rates and G + C content at silent sites, neighbouring genes were found to be significantly more similar to each other than sets of genes randomly drawn from the dataset. Moreover, we demonstrated that the regional similarities in G + C content (isochores) and synonymous substitution rate were independent of each other. CONCLUSIONS: Our results provide the first substantial statistical evidence for the existence of a regional variation in the synonymous substitution rate within the mammalian genome, indicating that different chromosomal regions evolve at different rates. This regional phenomenon which shapes gene evolution could reflect the existence of 'evolutionary rate units' along the chromosome.     

CpG islands, genes and isochores in the genomes of vertebrates

We have shown that human genes associated with CpG islands increase in number as they increase in % of guanine + cytosine (GC) levels, and that most genes associated with CpG islands are located in the GC-richest compartment of the human genome. This is an independent confirmation of the concentration gradient of CpG islands (detected as HpaII tiny fragments, or HTF) which was demonstrated in the genome of warm-blooded vertebrates [A?ssani and Bernardi, Gene 106 (1991) 173-183]. We then reassessed the location of CpG islands using the data currently available and confirmed that CpG islands are most frequently located in the 5'-flanking sequences of genes and that they overlap genes to variable extents. We have shown that such extents increase with the increasing GC levels of genes, the GC-richest genes being completely included in CpG islands. Under such circumstances, we have investigated the properties of the 'extragenic' CpG islands located in the 5'-flanking segments of homologous genes from both warm- and cold-blooded vertebrates. We have confirmed that, in cold-blooded vertebrates, CpG islands are often absent; when present, they have lower GC and CpG levels; the latter attain, however, statistically expected values. Finally, we have shown that CpG doublets increase with the increasing GC of exons, introns and intergenic sequences (including 'extragenic' CpG islands) in the genomes from both warm- and cold-blooded vertebrates. The correlations found are the same for both classes of vertebrates, and are similar for exons, introns and intergenic sequences (including 'extragenic' CpG islands). The findings just outlined indicate that the origin and evolution of CpG islands in the vertebrate genome are associated with compositional transitions (GC increases) in genes and isochores.     

Mutations of different molecular origins exhibit contrasting patterns of regional substitution rate variation

Transitions at CpG dinucleotides, referred to as “CpG substitutions”, are a major mutational input into vertebrate genomes and a leading cause of human genetic disease. The prevalence of CpG substitutions is due to their mutational origin, which is dependent on DNA methylation. In comparison, other single nucleotide substitutions (for example those occurring at GpC dinucleotides) mainly arise from errors during DNA replication. Here we analyzed high quality BAC-based data from human, chimpanzee, and baboon to investigate regional variation of CpG substitution rates.

We show that CpG substitutions occur approximately 15 times more frequently than other single nucleotide substitutions in primate genomes, and that they exhibit substantial regional variation. Patterns of CpG rate variation are consistent with differences in methylation level and susceptibility to subsequent deamination. In particular, we propose a “distance-decaying” hypothesis, positing that due to the molecular mechanism of a CpG substitution, rates are correlated with the stability of double-stranded DNA surrounding each CpG dinucleotide, and the effect of local DNA stability may decrease with distance from the CpG dinucleotide.

Consistent with our “distance-decaying” hypothesis, rates of CpG substitution are strongly (negatively) correlated with regional G+C content. The influence of G+C content decays as the distance from the target CpG site increases. We estimate that the influence of local G+C content extends up to 1,500~2,000 bps centered on each CpG site. We also show that the distance-decaying relationship persisted when we controlled for the effect of long-range homogeneity of nucleotide composition. GpC sites, in contrast, do not exhibit such “distance-decaying” relationship. Our results highlight an example of the distinctive properties of methylation-dependent substitutions versus substitutions mostly arising from errors during DNA replication. Furthermore, the negative relationship between G+C content and CpG rates may provide an explanation for the observation that GC-rich SINEs show lower CpG rates than other repetitive elements.

     

Isochores and replication time zones: a perfect match

The mammalian genome is not a random sequence but shows a specific, evolutionarily conserved structure that becomes manifest in its isochore pattern. Isochores, i.e. stretches of DNA with a distinct sequence composition and thus a specific GC content, cause the chromosomal banding pattern. This fundamental level of genome organization is related to several functional features like the replication timing of a DNA sequence. GC richness of genomic regions generally corresponds to an early replication time during S phase. Recently, we demonstrated this interdependency on a molecular level for an abrupt transition from a GC-poor isochore to a GC-rich one in the NF1 gene region; this isochore boundary also separates late from early replicating chromatin. Now, we analyzed another genomic region containing four isochores separated by three sharp isochore transitions. Again, the GC-rich isochores were found to be replicating early, the GC-poor isochores late in S phase; one of the replication time zones was discovered to consist of one single replicon. At the boundaries between isochores, that all show no special sequence elements, the replication machinery stopped for several hours. Thus, our results emphasize the importance of isochores as functional genomic units, and of isochore transitions as genomic landmarks with a key function for chromosome organization and basic biological properties.     

Position-Associated GC Asymmetry of Gene Duplicates

It is well known that repositioning of a gene often exerts a strong impact on its own expression and whole development. Here we report the results of genome-wide analyses suggesting that repositioning may also radically change the evolutionary fate of gene duplicates. As an indicator of these changes, we used the GC content of gene pairs which originated by duplication. This indicator turned out to be duplicate-asymmetric, which means that genes in a pair differ significantly in GC content despite their apparent origin from a common ancestor. Such an asymmetry necessarily implies that after duplication two originally identical genes mutated in opposite directions—toward GC-rich and GC-poor content, respectively. In mammalian genomes, this trend is definitely associated with presumably methylated hypermutable CpG sites, and in a typical GC-asymmetric gene pair, its two member genes are embedded in GC-contrasting isochores. However, we unexpectedly found similar significant GC asymmetry in fish, fly, worm, and yeast. This means that neither methylation alone nor methylation in combination with isochores can be counted as a primary cause of the GC asymmetry; rather they represent specific realizations of some universal principle of genome evolution. Remarkably, genes from pairs with the greatest GC asymmetry tend to be on different chromosomes, suggesting that the mutational difference between gene duplicates is associated with translocation of a new gene to a different place in the genome, whereas GC symmetric pairs demonstrate the opposite tendency. A recently emerged extra gene copy is usually on the same chromosome as is its parent but quickly, by 0.05 substitution per synonymous site, either has perished or occupies a different chromosome. During this earliest posttranslocation period, the ratio of nonsynonymous/synonymous base substitutions is unusually high, suggesting a rapid adaptive evolution of novel functions. In a general context of evolution by gene duplication, our interpretation of this position-dependent GC asymmetry between duplicated genes is that evolution of redundant genes toward a new function has often been associated with their very early, postduplication repositioning in the genome, with a concomitant abrupt change in epigenetic control of tissue/stage-specific expression and an increase in the mutation rate. Of eight eukaryotic genomes studied, the most distinguished in this respect is the human genome.Reviewing Editor: Dr. Manyuan Long     

Mutational spectrum in the recent human genome inferred by single nucleotide polymorphisms

So far, there is no genome-wide estimation of the mutational spectrum in humans. In this study, we systematically examined the directionality of the point mutations and maintenance of GC content in the human genome using approximately 1.8 million high-quality human single nucleotide polymorphisms and their ancestral sequences in chimpanzees. The frequency of C-->T (G-->A) changes was the highest among all mutation types and the frequency of each type of transition was approximately fourfold that of each type of transversion. In intergenic regions, when the GC content increased, the frequency of changes from G or C increased. In exons, the frequency of G:C-->A:T was the highest among the genomic categories and contributed mainly by the frequent mutations at the CpG sites. In contrast, mutations at the CpG sites, or CpG-->TpG/CpA mutations, occurred less frequently in the CpG islands relative to intergenic regions with similar GC content. Our results suggest that the GC content is overall not in equilibrium in the human genome, with a trend toward shifting the human genome to be AT rich and shifting the GC content of a region to approach the genome average. Our results, which differ from previous estimates based on limited loci or on the rodent lineage, provide the first representative and reliable mutational spectrum in the recent human genome and categorized genomic regions.     

Isochore structures in the chicken genome

The availability of the complete chicken genome sequence provides an unprecedented opportunity to study the global genome organization at the sequence level. Delineating compositionally homogeneous G + C domains in DNA sequences can provide much insight into the understanding of the organization and biological functions of the chicken genome. A new segmentation algorithm, which is simple and fast, has been proposed to partition a given genome or DNA sequence into compositionally distinct domains. By applying the new segmentation algorithm to the draft chicken genome sequence, the mosaic organization of the chicken genome can be confirmed at the sequence level. It is shown herein that the chicken genome is also characterized by a mosaic structure of isochores, long DNA segments that are fairly homogeneous in the G + C content. Consequently, 25 isochores longer than 2 Mb (megabases) have been identified in the chicken genome. These isochores have a fairly homogeneous G + C content and often correspond to meaningful biological units. With the aid of the technique of cumulative GC profile, we proposed an intuitive picture to display the distribution of segmentation points. The relationships between G + C content and the distributions of genes (CpG islands, and other genomic elements) were analyzed in a perceivable manner. The cumulative GC profile, equipped with the new segmentation algorithm, would be an appropriate starting point for analyzing the isochore structures of higher eukaryotic genomes.     

Genome-scale relationships between cytosine methylation and dinucleotide abundances in animals

In mammalian genomes CpGs occur at one-fifth their expected frequency. This is accepted as resulting from cytosine methylation and deamination of 5-methylcytosine leading to TpG and CpA dinucleotides. The corollary that a CpG deficit should correlate with TpG excess has not hitherto been systematically tested at a genomic level. I analyzed genome sequences (human, chimpanzee, mouse, pufferfish, zebrafish, sea squirt, fruitfly, mosquito, and nematode) to do this and generally to assess the hypothesis that CpG deficit, TpG excess, and other data are accountable in terms of 5-methylcytosine mutation. In all methylated genomes local CpG deficit decreases with higher G + C content. Local TpG surplus, while positively associated with G + C level in mammalian genomes but negatively associated with G + C in nonmammalian methylated genomes, is always explicable in terms of the CpG trend under the methylation model. Covariance of dinucleotide abundances with G + C demonstrates that correlation analyses should control for G + C. Doing this reveals a strong negative correlation between local CpG and TpG abundances in methylated genomes, in accord with the methylation hypothesis. CpG deficit also correlates with CpT excess in mammals, which may reflect enhanced cytosine mutation in the context 5'-YCG-3'. Analyses with repeat-masked sequences show that the results are not attributable to repetitive elements.