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DNA Polymorphism, Haplotype Structure and Balancing Selection in the Leavenworthia PgiC Locus
Dmitry A. Filatova and Deborah Charlesworthaa Institute of Cell, Animal and Population Biology, University of Edinburgh, Edinburgh EH9 3JT, United Kingdom
Corresponding author: Dmitry A. Filatov, Institute of Cell, Animal, and Population Biology, King's Bldgs., West Mains Rd., University of Edinburgh, Edinburgh EH9 3JT, United Kingdom., dmitry.filatov{at}ed.ac.uk (E-mail)
Communicating editor: W. STEPHAN
| ABSTRACT |
|---|
A study of DNA polymorphism and divergence was conducted for the cytosolic phosphoglucose isomerase (PGI:E.C.5.3.1.9) gene of five species of the mustard genus Leavenworthia: Leavenworthia stylosa, L. alabamica, L. crassa, L. uniflora, and L. torulosa. Sequences of an internal 2.3-kb PgiC gene region spanning exons 616 were obtained from 14 L. stylosa plants from two natural populations and from one to several plants for each of the other species. The level of nucleotide polymorphism in L. stylosa PgiC gene was quite high (
= 0.051,
= 0.052). Although recombination is estimated to be high in this locus, extensive haplotype structure was observed for the entire 2.3-kb region. The L. stylosa sequences fall into at least two groups, distinguished by the presence of several indels and nucleotide substitutions, and one of the three charge change nucleotide replacements within the region sequenced correlates with the haplotypes. The differences between the haplotypes are older than between the species, and the haplotypes are still segregating in at least two of five species studied. There is no evidence of recent or ancient population subdivision that could maintain distinct haplotypes. The age of the haplotypes and the results of Kelly's ZnS and Wall's B and Q tests with recombination suggest that the haplotypes are maintained due to balancing selection at or near this locus.
IN a previous study of the single cytosolic phosphoglucose isomerase (PgiC) gene of Leavenworthia stylosa, ![]()
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A neutral polymorphic site is expected to be maintained in a population for less than 4N generations. Advantageous or deleterious alleles will be fixed or eliminated much faster than this (![]()
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The goal of the present work is to examine the level of nucleotide polymorphism and haplotype structure in a much larger PgiC region than previously sequenced, to determine the extent of the region of high polymorphism in L. stylosa, and to obtain a larger number of allele sequences in order to test for deviations from the neutral model in this locus. For these purposes we obtained DNA sequences of PgiC alleles for a region spanning exons 616. Very surprisingly, this demonstrated that the observed haplotype structure extends much further than the intron 12 region, despite evidence of multiple recombination events. Interestingly, one of the amino acid replacements associated with a charge change correlates with the haplotypes. Comparison of the sequences from different Leavenworthia species shows that the split between haplotypes preceded the split between the species in the genus. This is even clearer now that we have included sequences from a further species in the genus that also has high allozyme diversity (L. alabamica populations; see ![]()
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| MATERIALS AND METHODS |
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Species and populations:
A detailed description of the genus Leavenworthia, including most of the populations studied here, is in ![]()
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Molecular methods:
Genomic DNA was isolated from Leavenworthia leaves of individual plants by a standard hexadecyltrimethylammonium bromide (CTAB) plant miniprep method with several modifications. Leaves (~100 mg) were thoroughly ground in liquid nitrogen and then in 1 ml of extraction buffer (0.35 M sorbitol, 5 mM EDTA, 0.1 M Tris-HCl pH 7.4, 30 mM sodium bisulfite). Nuclei were collected by centrifugation at 3000 x g for 5 min. The nuclei were resuspended in 300 ml of extraction buffer and 300 ml of lysis buffer (0.2 M Tris, pH 7.5, 50 mM EDTA, 2 M NaCl, 2% CTAB, 5% N-lauroyl sarcosine) and incubated with RNAse for 10 min at 65°. After phenol-chloroform purification, DNA was precipitated with 0.6 volume of isopropanol and dissolved in 100200 ml Tris-EDTA pH 8.
We used sequences of the Arabidopsis thaliana PgiC gene and L. crassa PgiC cDNA (GenBank accession nos. X69195 and AF054455) to design five "plus" and four "minus" primers for PCR and sequencing of the central 2.3-kb region of Leavenworthia PgiC gene (plus primers: +8, CCACTGTTTGTTCATACGGCTC; +10, AAATATTGATCCTGTTGATGTTG; +12, TGCTGTSAGCACTAATCTTGCG; +3, TTTGCATTTTGGGACTGGG; +14, AAGGGAGCTTCAAGCATTGAT; minus primers: -11, GCGTTCAGCATTGTTTCAGC; -13, TTGTTCGGGTCAATACCAAACT; -15, GCTGATCAATGCTTGAAGCTCC; -4, TCGAACGGGAGAGGTAGACCA). The +8 and -13 primers were used to amplify a region of 1.2-kb PgiC from L. stylosa, referred to below as region A (Figure 1). The +12 and -4 primers were used to amplify a 1.3-kb region referred to below as region B (Figure 1). Primers +8 and -4 were used to amplify the entire 2.3-kb PgiC region of the four other Leavenworthia species and of C. hirsuta. The amplification products were cloned into the pCR2.1 vector using the TA cloning kit (Invitrogen, San Diego) and both strands were sequenced on an ABI Prism 377 automatic sequencer (Perkin Elmer, Norwalk, CT).
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Sequence alignment and analysis:
The sequences obtained were aligned using ClustalX v.1.64 software (![]()
, the estimator of silent site divergence Dxy, and Tajima's, Fu and Li's, McDonald and Kreitman (MK), and Hudson, Kreitman, and Aguadé (HKA) tests of neutrality) were performed using DNAsp v.2.93 (![]()
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A permutation approach (![]()
Coalescent simulations:
For the coalescent simulations (see below) we used program routines in Pascal code kindly provided by J. Hey. These routines implement the standard algorithm of the coalescent process with recombination (![]()
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Kelly's and Wall's tests with recombination:
To calculate the probability of the observed values of test statistics arising by chance (P value) we simulated random samples of a given size, number of polymorphic sites, and recombination rate using the coalescent process. For each such sample generated, Kelly's ZnS statistic (![]()
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| RESULTS |
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DNA polymorphism:
Nineteen alleles were sequenced from the two L. stylosa populations (see MATERIALS AND METHODS) for region B of the PgiC gene. From these data, it was apparent that high diversity extends throughout this region, so 16 alleles were sequenced for a further region (A) 5' to region B (see Figure 1). The sequence of the entire 2.3-kb region was obtained for 11 chromosomes for this species, using the few plants for which both alleles were sequenced for both the A and B regions. In L. stylosa, the level of DNA polymorphism is remarkably high: 180 of 1020 sites of region A and 214 of 1147 sites of region B are segregating in our samples. In the 11 sequences covering the whole 2.3-kb region, 263 of 2045 sites are polymorphic. The distribution of nucleotide polymorphisms (
total) along the sequence, based on these 11 alleles, is shown in Figure 2. Due to the large number of polymorphic sites, it is impossible to show them all in a figure; however, the list of all polymorphic sites, as well as the alignments, is available from the authors on request.
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No insertions or deletions (indels) were found in the coding regions, but extensive intron length polymorphism was observed in the introns. Nine of the 10 introns sequenced vary in size due to indels up to 100 bp long. In total, we found 51 indels in the introns of the whole 2.3-kb region. All indel polymorphism regions are excluded from the analysis below. Since indels represent about 10% of the region sequenced, indel regions were also analyzed separately, to check that they do not differ greatly in diversity from other intron regions. The nucleotide variation within indel regions was approximately the same as that elsewhere in L. stylosa PgiC introns (per-nucleotide
5%).
The nucleotide variation (excluding indel regions) found in L. stylosa is summarized, in terms of the standard measures of sequence polymorphism,
and
, in Table 1. The two PgiC regions sequenced have similar average levels of DNA polymorphism. Most of the segregating sites are in the introns: 223 of 1437 intron sites (15%), compared with 40 of 598 exon sites (7%). The level of nucleotide polymorphism at nonsynonymous sites is about an order of magnitude lower than at synonymous sites (Table 1). However, for the entire 2.3-kb region we observed 12 amino acid polymorphisms, 3 of which were replacements with charge changes. No correlations of the allozyme mobility classes (see ![]()
Based on the sequences, the two different populations show no significant evidence of isolation. For the largest set of data, the 19 B region sequences, the Fst value estimated from the
values for the two populations was low, 0.019; the value of the test statistic for detecting geographic subdivision (![]()
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Recombination:
The minimum number of recombination events, estimated by ![]()
estimator of recombination (![]()
appears to be ~1. Both
and C estimates are biased but the biases are in opposite directions (![]()
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is only about twice that for Watterson's estimator of
. Thus, for our samples, the variance of
should be ~0.01 and the true per-nucleotide recombination rate (C = 4Nec) should probably not be <0.03.
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Linkage disequilibrium and haplotype structure:
Linkage disequilibria (significant by
2 tests at P < 0.05 without correction for multiple tests) were detected for >25% of pairs of sites, many of which were >1 kb one from another. Although no disequilibria were significant after correction for multiple tests, the significance of Kelly's ZnS test with recombination (see below) suggests that linkage disequilibrium is significant in an evolutionary sense, i.e., that it exceeds that expected under neutrality. We do not show linkage disequilibrium data in the form of the commonly used linkage disequilibria grid because of the large number of sites. Instead, the distribution of linkage disequilibrium along the region, measured as ZnS and average D in a sliding window of 15 polymorphic sites, is shown in Figure 4. There is a clear peak of linkage disequilibrium in the middle of the sequence, centered close to intron 10 and exon 11, and two smaller peaks centered in introns 7 and 12. Interestingly, the peaks of linkage disequilibrium coincide approximately with the peaks of nucleotide polymorphisms (Figure 2).
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Three distinct groups of alleles were previously defined by indel polymorphisms in intron 12 (![]()
Pairwise nucleotide divergences between the 11 sequences covering the whole 2.3-kb region are shown in Table 2. Within groups (boxed), divergence is lower than between the groups. The diversity among sequences within the combined L1 + L2 group is, however, nearly as high as the between-group divergence. This suggests that these two groups are distinct from one another, despite their not being well resolved in the trees. The level of DNA polymorphism within the S group (
= 0.025 ± 0.003) is significantly lower than in the whole sample (
= 0.052 ± 0.0036), or within the L1 (
= 0.040 ± 0.007) or L2 (
= 0.050 ± 0.010) groups, or within the combined L1 + L2 group of sequences (
= 0.056 ± 0.004). The L2 group has the highest within-group polymorphism and could probably be further divided into smaller subgroups if a bigger sample were studied.
The distribution of DNA polymorphisms along the 2.3-kb PgiC region for 11 pooled sequences and separately for S (6 alleles) and L (5 alleles) haplotypes is shown in Figure 2. Most polymorphisms are within the L type but the peak around intron 7 is mostly due to the differences between the S- and the L-type alleles.
To test the significance of differences between the L and S haplotypes, we applied a permutation approach (![]()
Tests for selection assuming no recombination:
To test for the operation of natural selection in the region under study, we applied several tests (HKA test, ![]()
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Tests for selection allowing for recombination:
Kelly's test (![]()
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We also applied J. WALL's (1999) B and Q tests (Table 3) for deviations of the results from the neutral model. The B statistic is the proportion of pairs of adjacent segregating sites that are congruent, i.e., that have consistent genealogies. The Q statistic is also based on the number of adjacent congruent sites, but takes into account the length of the regions where all sites are congruent. The P values for the observed B and Q were calculated in exactly the same way as for Kelly's ZnS statistic (see MATERIALS AND METHODS). For the A and B regions the B and Q statistics are significant when C
0.030.04 (Table 3). For the 2.3-kb region both B and Q statistics detected significant deviation from the neutral model, with recombination rate C
0.01 (see Table 3), which is four times less than the value of
estimator (note that this estimator tends to underestimate the amount of recombination).
Between-species comparisons:
We sequenced the 2.3-kb PgiC region for four alleles of L. alabamica and one allele for each of the species L. crassa, L. uniflora, and L. torulosa. The neighbor-joining tree for the five Leavenworthia species and C. hirsuta (outgroup) is shown in Figure 4. L. torulosa is very close to L. stylosa, as is also the case in phylogenies based on morphological characters (![]()
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Correlation of haplotypes with amino acid replacements:
Overall we detected 12 amino acid replacements in the entire 2.3-kb region sequenced. For the 2.3-kb region, 3 of the 12 replacements involve charge changes. Most of the amino acid polymorphisms were singletons or variants found only twice in our sample of alleles. Only in one case (Asn/Lys in exon 8) do the two alleles have similar frequencies. This Asn/Lys polymorphism is due to a T/A mutation in the third position of PgiC codon 200. Interestingly, the Asn/Lys polymorphism is strongly associated with the haplotypes (Table 4). All alleles of S type have Lys (positively charged) and all except one L-type allele have Asn (uncharged) in this site. One allele of L1 type has Lys; this allele may be a recombinant since its 5' part is more similar to S-type sequences, and only its 3' part (the part used in the haplotype assignments) is of L1 type.
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The comparison with the other species (Table 4) demonstrates that Asn is the ancestral state since C. hirsuta also has Asn in that position (based on a single sequence from this species, which appears to be highly selfing, and which we therefore assume will have little sequence variation). The PgiC sequences of the two other Leavenworthia species, L. crassa and L. torulosa, are generally very similar to the L. stylosa S type, and both also have Lys at position 200. The L. alabamica alleles also corroborate the association between haplotypes and the Asn/Lys polymorphism. Three of the four L. alabamica alleles sequenced are of the S type and have Lys, while the fourth allele is of L1 type and has Asn in the position 200 of the PgiC protein. Such an association suggests that the S(Lys)/L(Asn) haplotype structure arose due to a single mutation at position 200 of the PgiC protein of an ancestral Leavenworthia species.
| DISCUSSION |
|---|
High level of DNA polymorphism in L. stylosa:
The level of DNA polymorphism observed in PgiC of L. stylosa is strikingly high. It is much higher than for most animal genes (![]()
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~ 34%; see Table 5). We must therefore consider the possibility that high DNA sequence polymorphism may be typical for the whole genome of this species. In the peaks of polymorphism,
reaches much higher values (610%). Thus, it is possible that
of 34% is typical for the genes of L. stylosa, but that the higher peaks of polymorphism are due to the maintenance of polymorphic sites for a long time by balancing selection.
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Plant sequence diversity:
Most data available on DNA polymorphism within species currently come from animals, especially Drosophila (reviewed by ![]()
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= 4Nm range from ~0.001 for melon, millet, wild yam, and selfing species of Leavenworthia, L. uniflora and L. crassa, to much higher (up to 0.05) values for maize and L. stylosa. These high values exceed those in Drosophila populations (![]()
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One possible cause of the high level of DNA polymorphism seen in L. stylosa PgiC and in maize loci (see ![]()
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values the effective population sizes would need to be at least 25 x 105. Such a large effective population size (half that estimated for D. melanogaster, see ![]()
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Haplotype structure:
Apart from the high DNA polymorphism, another interesting feature of the L. stylosa PgiC data is the strong haplotype structure, which our new studies show spans at least the whole 2.3-kb region of the gene sequenced, despite the clear findings showing that this gene is not a cold spot of recombination. The significant results of both haplotype (![]()
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An obvious potential explanation of the haplotype structure is recent or ancient population subdivision of L. stylosa. However, we could rule this out, since the two populations show no evidence for significant differentiation. Furthermore, sequence data from six other loci in L. stylosa show no signs of haplotype structure or isolation (![]()
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The other possible explanation of the haplotype structure is balancing selection in or near the PgiC locus. Despite many tests of selection being nonsignificant, several lines of evidence suggest that balancing selection acts in this region. First, the results of KELLY's (1997) and WALL's (1999) tests with recombination demonstrate significant deviations from neutral expectations. Kelly's ZnS test statistic is a stringent test that is sensitive to the lengths of the internal branches of gene trees. The value of the test statistic is strongly affected by linkage disequilibrium between the sites where mutations occurred on the most ancient branches of the gene tree, which go directly to the common ancestor of the entire sample. Thus, the test has good power to detect balancing selection, based on its effect of stretching the internal branches of the genealogy. Wall's B and Q tests are also quite sensitive to the length of internal branches of the sample genealogy. The critical bounds for the ZnS, B, and Q test statistics were derived by coalescent simulations of random samples for a range of recombination rates close to that estimated for the L. stylosa PgiC gene, and the tests are mostly significant unless we employ recombination rates much lower than those estimated (Table 3). According to our results, B and Q tests appear to be more sensitive to detect balancing selection than the ZnS test.
Second, comparison with other Leavenworthia species reveals that the age of the haplotypes is higher than the age of species and even the karyotype differences in the genus, since the same haplotypes segregate in at least two of the five Leavenworthia species studied. Unfortunately we cannot precisely date the age of the haplotypes and species in the genus, since neither reliable estimates of mutation rate in dicotyledonous plants nor fossil data for the Leavenworthia genus are available. Estimates of molecular clock parameters are available for monocotyledons; the substitution rate per synonymous site per year between rice and maize for nine nuclear genes is estimated to be ~6 x 10-9 (![]()
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Finally, we found a possible target of balancing selection, the Asn/Lys polymorphism that correlates with the L type vs. S type of the PgiC alleles. Intriguingly, the site of this polymorphism is in exon 8, i.e., within one of the peaks of polymorphism and linkage disequilibrium (Figure 2 and Figure 3). Moreover, it is the only high peak in the region studied that is mostly due to divergence between the S and L haplotypes rather than to polymorphism within the L haplotype (Figure 2). Multiple peaks of polymorphism suggest that this region of the PgiC gene contains several targets for selection. This is consistent with the fact that there are multiple allozyme variants in this locus (four in L. stylosa, data not shown). We did not find any correlation between the amino acid replacements and the other peaks of polymorphism; however, this may be due to the small sample size for the L-type alleles. Multiple allozyme variants in PgiC were also reported for Colias butterflies (![]()
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Comparison with the outgroup species, C. hirsuta, demonstrates that Asn is the ancestral amino acid at this site, and all but one of the L-type alleles have Asn, while all S-type alleles have Lys at this polymorphic site. Moreover, in L. alabamica segregating L and S haplotypes also have Asn and Lys at the polymorphic site, respectively. The change of Asn to Lys changes the charge of the whole protein and it is known that such changes could be selectively important (![]()
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| ACKNOWLEDGMENTS |
|---|
We thank Jody Hey and Brian Charlesworth for discussions and advice on analyses, Jody Hey, John Kelly, and Jeff Wall for providing computer programs, and the University of Edinburgh greenhouse staff for plant care. D. Charlesworth was supported by the Natural Environment Research Council of Great Britain, and D. A. Filatov was supported by a grant to D. Charlesworth from the Leverhulme Trust.
Manuscript received April 2, 1999; Accepted for publication July 6, 1999.
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