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Extensive Amino Acid Polymorphism at the Pgm Locus Is Consistent With Adaptive Protein Evolution in Drosophila melanogaster
Brian C. Verrellia and Walter F. Eanesaa Department of Ecology and Evolution, State University of New York, Stony Brook, New York 11794-5245
Corresponding author: Brian C. Verrelli, Department of Ecology and Evolution, State University of New York, Stony Brook, NY 11794-5245., verrelli{at}life.bio.sunysb.edu (E-mail)
| ABSTRACT |
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PGM plays a central role in the glycolytic pathway at the branch point leading to glycogen metabolism and is highly polymorphic in allozyme studies of many species. We have characterized the nucleotide diversity across the Pgm gene in Drosophila melanogaster and D. simulans to investigate the role that protein polymorphism plays at this crucial metabolic branch point shared with several other enzymes. Although D. melanogaster and D. simulans share common allozyme mobility alleles, we find these allozymes are the result of many different amino acid changes at the nucleotide level. In addition, specific allozyme classes within species contain several amino acid changes, which may explain the absence of latitudinal clines for PGM allozyme alleles, the lack of association of PGM allozymes with the cosmopolitan In(3L)P inversion, and the failure to detect differences between PGM allozymes in functional studies. We find a significant excess of amino acid polymorphisms within D. melanogaster when compared to the complete absence of fixed replacements with D. simulans. There is also strong linkage disequilibrium across the 2354 bp of the Pgm locus, which may be explained by a specific amino acid haplotype that is high in frequency yet contains an excess of singleton polymorphisms. Like G6pd, Pgm shows strong evidence for a branch point enzyme that exhibits adaptive protein evolution.
UNDERSTANDING how selection at higher phenotypic levels impacts molecular variation at the single gene level is an important question in evolutionary and physiological genetics. A working view from a physiological perspective would propose that selection on life history variation results in selection to modulate energy budgets and this targets the partitioning of metabolic fluxes into growth and reproduction. Central to this reductionist view is how the differential fluxes at metabolic crossroads, such as those involving the glycolytic pathway and its numerous junctions, respond to selection. Historically, allozyme studies revealed much about polymorphism in these genes, and the observation that some enzymes are variable, while others are not, has potential adaptive explanations (![]()
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Phosphoglucomutase (PGM; EC 2.7.5.1) plays a major role in the synthesis and breakdown of glycogen, which is important to energy storage in muscle tissue, and catalyzes the interconversion of glucose-1-phosphate and glucose-6-phosphate (![]()
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Given our interest in examining patterns of variation in metabolic genes, we were interested in addressing several questions in this study. We first recover and characterize the primary sequence for Pgm from D. melanogaster and from this investigate overall sequence variation and the molecular nature of the allozyme variation. We address whether Pgm is similar to Est-6 in exhibiting abundant amino acid variation (as predicted from thermostability studies), as well as possessing high levels of interspecific divergence. Because D. melanogaster and D. simulans share the same allozyme mobility alleles for PGM, we will also examine the possibility of a common mutational origin and long-term persistence of these allozymes in both species. Finally, we were interested in determining whether there is evidence for adaptive protein evolution at the Pgm locus like that seen for other metabolic enzymes such as G6pd (![]()
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| MATERIALS AND METHODS |
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Isolation of Pgm locus:
A third instar larvae cDNA library made from D. melanogaster was kindly provided by Peter Gergen (SUNY at Stony Brook). Yeast and human PGM protein sequences (GenBank accession nos.
P33401 and
P36871, respectively) were aligned and four degenerate primers (two positive, two negative) were constructed from highly conserved regions of the sequence. Using these primers, a 300-bp fragment was amplified from the cDNA library via PCR. This fragment was sequenced with the degenerate primers to verify the isolation of D. melanogaster Pgm cDNA. Primers specific to the D. melanogaster sequence were then constructed from the 300-bp fragment. The cDNA library was then amplified with vector-specific primers and the cDNA pool was size selected from a 3% agarose gel to remove other abundant transcripts of unwanted sizes. The recovered 300-bp Pgm fragment was labeled with biotin-14-dATP using PCR, denatured at 95° for 5 min, and hybridized to the size-selected single-stranded cDNA pool at 45° for 8 hr. This DNA-duplex was then isolated with streptavidin-coated magnetic beads (Dynal, Inc., Great Neck, NY) at room temperature for 20 min. After several washes to remove unspecific fragments bound to the beads, the DNA was eluted from the magnetic beads in 2.5 mM EDTA at 85°, and this template DNA was used directly for PCR. A specific Pgm positive primer was paired with a negative cDNA primer to obtain the remaining sequence to the 3' end. However, due to the reverse transcriptase enzyme prematurely falling off during transcription, a heterogeneous fragment pool was amplified when a positive vector-specific primer was paired with a negative Pgm specific primer. This PCR fragment pool was cloned and 100 clones were subsequently used for PCR templates. The largest cloned insert from this screen was sequenced and found to be short of the 5' end. A new negative Pgm specific primer was synthesized from this sequence and combined with the positive cDNA vector-specific primer to amplify another pool of Pgm transcripts from the template DNA recovered from the magnetic beads. This "transcript walk" of amplification, cloning, sequencing, and primer synthesis was performed several times until the 5' end of the coding region was finally discovered. A new positive Pgm specific primer was then synthesized at the 5' end to amplify the entire gene from genomic DNA. Introns were determined when full genomic sequence was compared to our previously recovered Pgm cDNA sequence.
Origin of wild lines:
D. melanogaster isofemale lines were collected from a Davis Peach Farm, Mt. Sinai, New York, population in 1995 (DPF95) and made homozygous for the third chromosome using the TM3/TM6 balancer. Lines were genotyped for allozyme mobility (![]()
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and
) calculated from this sample reflect the frequencies of PGM allozyme alleles in this population. Isofemale lines collected in 1990 from two populations in Zimbabwe [Havare, Z(H) and Sengwa Wildlife Preserve, Z(S)] were kindly provided by C.-I. Wu's laboratory. Thirteen of these lines were made homozygous for the third chromosome and were sequenced for Pgm to compare the level of variation in Zimbabwe with the North American population sample. Using primers specific for the In(3L)P arrangement (![]()
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PCR amplification and sequencing:
Fragments were amplified in 10-µl volumes in an Idaho Technologies (Idaho Falls, ID) Air-Thermo-Cycler by PCR from single-fly CTAB genomic preps (![]()
| RESULTS |
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Levels of intraspecific polymorphism:
The isolation of the primary Pgm sequence from the D. melanogaster cDNA library yielded a 1680-bp coding region equal to 560 amino acids in length and shows high similarity to known PGM protein sequences from many other taxa (![]()
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Sequence variation for the Davis Peach Farm CRS, the Zimbabwe sample, and the In(3L)P sample are all summarized in Table 1. The 13 sequences from Zimbabwe add an additional five silent, four replacement, and two intron polymorphisms to the North American sample in Fig 1. A single Slow allozyme allele was sequenced in this sample (Z26H) and shares the same change at nucleotide site 25 as that found in the North American sample (DPF95 94.1). The level of silent polymorphism in the Zimbabwe sample is actually lower than that of the North American sample. This is not a typical observation seen in comparisons made between these two geographic regions (![]()
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The summary statistics for the 13 D. simulans alleles are presented in Table 1 and Table 2. The CRS of 2 Slow, 1 Fast, and 10 Medium alleles are presented in Fig 2. When compared to D. melanogaster, Table 1 shows almost a sixfold increase in the level of silent site polymorphism for D. simulans with 64 silent site polymorphisms in the sample. The level of replacement polymorphism is lower, which is typical for these two species (![]()
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Fig 3 shows the neighbor-joining analysis (![]()
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Linkage disequilibrium:
There is pervasive linkage disequilibrium across the entire 2354-bp region of the Pgm gene in D. melanogaster. This is notable from Fig 4 in the high associations of polymorphisms for the 22 sequences of the Davis Peach Farm CRS. Using 21 polymorphic sites (21 singletons are omitted), 99 out of 210 pairwise correlations are statistically significant by a chi-square test (P < 0.05). Fig 4 also shows that nucleotide sites more than 2 kb apart show some of the strongest disequilibria (33 of the 210 pairwise correlations are significant at the 0.1% level with a Bonferroni correction). Because two of the sequences in our Davis Peach Farm CRS (DPF95 48.2 and DPF95 13.0) are associated with the In(3L)P inversion, this could inflate estimates of linkage disequilibrium for the entire data set. However, because there is no apparent association between the inversion and Pgm variation, and because no divergence exists between arrangements, linkage disequilibrium estimates did not change even when these two alleles were removed from the analysis.
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Tests of the polymorphism frequency spectrum:
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Interspecific comparisons:
Table 2 shows the summary of polymorphism and divergence for the total coding region of 1680 bp in D. melanogaster and D. simulans. Pooled polymorphisms for the two species result in 77 silent and 17 replacement polymorphisms. Comparing the Davis Peach Farm CRS of 22 sequences of D. melanogaster with the 13 sequences of D. simulans, the total numbers of fixed silent and replacement sites between the two species are 34 and 0, respectively. Because intraspecific polymorphism and interspecific divergence are correlated, a statistical test of independence can determine if these values deviate from that expected under neutrality (![]()
= 0.0087) is typical of other D. melanogaster loci (![]()
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| DISCUSSION |
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Excess of amino acid polymorphism:
The principal observation of this study is the large number of amino acid polymorphisms segregating in both species. The significance of this observation is supported by the McDonald-Kreitman test using the pooled data for both species. The overall level of silent divergence (8%) is typical of these two species (![]()
The relative difference between levels of polymorphism and divergence at the Pgm locus is atypical of other genes in D. melanogaster. Fig 5 plots the relationship of replacement polymorphism (characterized as
a) to divergence at replacement sites (da) for 17 genes. Sequence data for genes that exhibit protein polymorphism were taken from GenBank (see Fig 5 for references for original data). WATTERSON's
a (1975) was calculated using the effective number of replacement sites, and divergence was calculated as the total number of fixed differences between species (compared with D. simulans) divided by the effective number of replacement sites. Overall there is a strong positive correlation (r2 = 0.587; P < 0.001), and loci that show high levels of amino acid polymorphism also display high levels of amino acid divergence. An extreme example is Est-6, where a high level of amino acid polymorphism is paralleled by extensive amino acid divergence (![]()
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Excessive intraspecific amino acid variation has been reported in several studies involving mtDNA (![]()
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There is increasing evidence that the classical neutral model (![]()
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The general observation of lower levels of amino acid polymorphism in D. simulans is extended to Pgm (![]()
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Other features of the polymorphism at the Pgm locus are inconsistent with a recent decrease in population size and a release of deleterious mutation into the pool of amino acid polymorphisms. Recent contractions in population size with subsequent expansion result in the distortion of the frequency spectrum tending toward mutations at low frequencies, and in the case of mtDNA variation there are typically excesses of replacement polymorphism in the singleton class (![]()
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A recent decrease in population size should also be reflected in other genes since all are demographically influenced in the same fashion. However, there is no trend toward an excess of singletons for other D. melanogaster genes (![]()
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A selection model that manages to maintain amino acid polymorphisms within D. melanogaster while limiting amino acid fixation is required to explain the pattern of replacement mutation at the Pgm locus. Balancing selection predicts the persistence of lineages in the population longer than expected under genetic drift, and associated lineages should have elevated levels of between-lineage variation because of hitchhiking near the selected polymorphisms (![]()
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Models with fluctuating selection might best explain the excess of amino acid polymorphisms seen at the Pgm locus in D. melanogaster. The long-term turnover of amino acid polymorphisms may be the result of selection operating in response to fluctuating and ephemeral environments. Because adaptive episodes or environments may be short lived, amino acid polymorphisms may be driven to intermediate frequencies by positive selection, but fail to reach fixation as they are replaced by a continuous traffic of amino acid polymorphism. This incomplete fixation process generates overlapping hitchhiking events, where silent variation linked to adaptive amino acid polymorphism is reduced. ![]()
These episodes may be difficult to detect in DNA sequences because, while hitchhiking under fluctuating selection may decrease heterozygosity, the resulting frequency distributions may not deviate from neutrality (![]()
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Association with the In(3L)P inversion:
Inversion polymorphisms are a pervasive feature of Drosophila genomes and their role in structuring genic variation by suppressing recombination is an enduring question. In this regard the Pgm locus occupies a potentially interesting chromosomal position. We had initially mapped the cytological position of Pgm by in situ hybridization to third chromosome bands 72D15, which are immediately inside the proximal breakpoint (73E3) of the In(3L)P inversion. With the completion of the entire Drosophila genome sequence, the exact location of Pgm is determined to be
180 kb inside the proximal inversion breakpoint. Despite this close proximity and the apparent old age of the In(3L)P inversion (![]()
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Although gene conversion has contributed to exchange between arrangements, it is possible to infer the ancestral Pgm sequence initially captured by the inversion event. Two Pgm sequences found on inverted chromosomes DPF95 48.2 and HFL97 93 appear ancestral to all standard sequences in the genealogy in Fig 3. This is in accord with ![]()
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The pattern of linkage disequilibrium:
The linkage disequilibrium analysis of the entire 2354-bp region of Pgm shows that many sites are strongly correlated. This chromosomal region is predicted to have moderate rates of recombination (see ![]()
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, the effective number of recombination events per mutation event (c/µ) is estimated to be 1.37. The estimates for a few D. melanogaster loci, Mlc1 (13.4; ![]()
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It is likely that much of this disequilibrium has a recent mutational origin; an immediate association arises between a new mutation and sites on the allele that the new mutation first appears. As new mutations persist as low frequency variants, only after sufficient time will these initial associations between sites be reduced by recombination. Our sample shows evidence of recombination, but these involve intermediate frequency mutations. Much of the disequilibrium appears due to a single amino acid haplotype (as defined by a G at nucleotide site 2055) at high frequency with a significant excess of low frequency variants. Although the entire sample shows a trend toward rare mutations and association between sites, the strong disequilibrium associated with this amino acid haplotype is likely the result of recent directional selection.
Within-species allozyme heterogeneity:
This study clearly shows that the PGM allozyme mobility classes can be heterogeneous mixtures of amino acid replacements, where amino acid replacements often converge on the same electrophoretic mobility. This within-allozyme heterogeneity had been predicted from thermostability studies on PGM (![]()
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Although D. yakuba does not share the same allozyme mobility alleles with D. melanogaster and D. simulans, it exhibits the same high level of allozyme variability. Three allozyme mobility alleles, two of which are high in frequency, were found in a screen of only 30 isofemale lines from the West African population sample. Our sample of D. yakuba Pgm sequences segregates four replacement polymorphisms (which are all responsible for electrophoretic differences), and like D. melanogaster and D. simulans, different amino acid replacements result in the same allozyme mobility alleles (our unpublished data). A preliminary analysis of this sample also shows a normal level of silent site divergence between the D. melanogaster-simulans lineage and the D. yakuba lineage at Pgm, yet a low number of amino acid fixations.
Adaptive protein evolution in the glycolytic pathway:
D. melanogaster has been an important model for studying selection on enzyme polymorphisms dating back to the earliest of allozyme studies. While there is evidence for selection on some metabolic enzymes, it is of fundamental importance to understand why specific enzymatic points in the pathway possess protein polymorphisms and rapid evolution, while others do not. Because of their position and intrinsic ability to allocate substrate into competing minor pathways (![]()
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| ACKNOWLEDGMENTS |
|---|
The authors thank Ing-Nang Wang and Mike McCartney for their help in the early stages of the project with the recovery of the initial Pgm transcript. We also thank John H. McDonald for his interest in this project and useful comments on an earlier version of the manuscript. Jody Hey and two anonymous reviewers provided helpful criticism in revision. This research was supported by National Science Foundation grant DEB9318381 and U.S. Public Health Service grant GM-45247 to W.F.E. This is contribution number 1074 from the Graduate Program in Ecology and Evolution, State University of New York at Stony Brook.
Manuscript received April 18, 2000; Accepted for publication July 31, 2000.
| LITERATURE CITED |
|---|
AGUADÉ, M., N. MIYASHITA, and C. H. LANGLEY, 1992 Polymorphism and divergence in the Mst26A male accessory gland gene region in Drosophila. Genetics 132:755-770[Abstract].
AKASHI, H., 1995 Inferring weak selection from patterns of polymorphism and divergence at "silent" sites in Drosophila DNA. Genetics 139:1067-1076[Abstract].
AKASHI, H., 1996 Molecular evolution between Drosophila melanogaster and D. simulans: reduced codon bias, faster rates of amino acid substitution, and larger proteins in D. melanogaster.. Genetics 144:1297-1307[Abstract].
AKASHI, H., 1999 Inferring the fitness effects of DNA mutations from polymorphism and divergence data: statistical power to detect directional selection under stationarity and free recombination. Genetics 151:221-238
ANDERSON, P. R. and J. G. OAKESHOTT, 1984 Parallel geographical patterns of allozyme variation in two sibling Drosophila species. Nature 308:729-731.
ARGOS, P., M. G. ROSSMANN, U. M. GRAU, H. ZUBER, and G. FRANK et al., 1979 Thermal stability and protein structure. Biochemistry 18:5698-5703[Medline].
AYALA, F. J. and D. L. HARTL, 1993 Molecular drift of the bride-of-sevenless (boss) gene in Drosophila. Mol. Biol. Evol. 10:1030-1040[Abstract].
BALLARD, J. W. O. and M. KREITMAN, 1994 Unraveling selection in the mitochondrial genome of Drosophila. Genetics 138:757-772[Abstract].
BEGUN, D. J. and C. F. AQUADRO, 1993 African and North American populations of Drosophila melanogaster are very different at the DNA level. Nature 365:548-550[Medline].
BEGUN, D. J. and C. F. AQUADRO, 1994 Evolutionary inferences from DNA variation at the 6-phosphogluconate dehydrogenase locus in natural populations of Drosophila: selection and geographic differentiation. Genetics 136:155-171[Abstract].
BEGUN, D. J., A. J. BETANCOURT, C. H. LANGLEY, and W. STEPHAN, 1999 Is the Fast/Slow allozyme variation at the Adh locus of Drosophila melanogaster an ancient balanced polymorphism? Mol. Biol. Evol. 16:1816-1819[Medline].
BRAVERMAN, J. M., R. R. HUDSON, N. L. KAPLAN, C. H. LANGLEY, and W. STEPHAN, 1995 The hitchhiking effect on the site frequency spectrum of DNA polymorphisms. Genetics 140:783-796[Abstract].
BURKHART, B. D., E. MONTGOMERY, C. H. LANGLEY, and R. A. VOELKER, 1984 Characterization of allozyme null and low activity alleles from two natural populations of Drosophila melanogaster.. Genetics 107:295-306
CARFAGNA, M., L. FUCCI, L. GAUDIO, G. PONTECORVO, and R. RUBINO, 1980 Adaptive value of PGM polymorphism in laboratory populations of Drosophila melanogaster.. Genet. Res. 36:265-276[Medline].
CHAKRABARTTY, A., J. A. SCHELLMAN, and R. L. BALDWIN, 1991 Large differences in the helix propensities of alanine and glycine. Nature 351:586-588[Medline].
CLARK, A. G. and L. WANG, 1997 Molecular population genetics of Drosophila immune system genes. Genetics 147:713-724[Abstract].
COOKE, P. H. and J. G. OAKESHOTT, 1989 Amino acid polymorphisms for esterase-6 in Drosophila melanogaster.. Proc. Natl. Acad. Sci. USA 86:1426-1430
DAI, J.-B., Y. LIU, W. J. RAY, JR., and M. KONNO, 1992 The crystal structure of muscle phosphoglucomutase refined at 2.7-angstrom resolution. J. Biol. Chem. 267:6322-6337
DAVID, J. R. and P. CAPY, 1988 Genetic variation of Drosophila melanogaster natural populations. Trends Genet. 4:106-111[Medline].
DAWSON, D. M. and S. JAEGER, 1970 Heterogeneity of phosphoglucomutase. Biochem. Genet. 4:1-9[Medline].
DEPAULIS, F., L. BRAZIER, and M. VEUILLE, 1999 Selective sweep at the Drosophila melanogaster Suppressor of Hairless locus and its association with the In(2L)t inversion polymorphism. Genetics 152:1017-1024
EANES, W. F., 1999 Analysis of selection on enzyme polymorphisms. Annu. Rev. Ecol. Syst. 30:301-326.
EANES, W. F., M. KIRCHNER, and J. YOON, 1993 Evidence for adaptive evolution of the G6pd gene in the Drosophila melanogaster and D. simulans lineages. Proc. Natl. Acad. Sci. USA 90:7475-7479
EANES, W. F., M. KIRCHNER, J. YOON, C. H. BIERMANN, and I.-N. WANG et al., 1996 Historical selection, amino acid polymorphism and lineage-specific divergence at the G6pd locus in Drosophila melanogaster and D. simulans.. Genetics 144:1027-1041[Abstract].
FU, Y. X. and W. H. LI, 1993 Statistical tests of neutrality of mutations. Genetics 133:693-709[Abstract].
FUCCI, L., L. GAUDIO, R. RAO, A. SPANO, and M. CARFAGNA, 1979 Properties of the two electrophoretic variants of phosphoglucomutase in Drosophila melanogaster.. Biochem. Genet. 17:825-836[Medline].
GILLESPIE, J. H., 1991 The Causes of Molecular Evolution. Oxford University Press, New York.
GILLESPIE, J. H., 1994 Substitution processes in molecular evolution. III. Deleterious alleles. Genetics 138:943-952[Abstract].
GILLESPIE, J. H., 1997 Junk ain't what junk does: neutral alleles in a selected context. Gene 205:291-299[Medline].
GOLDING, G. B., 1997 The effect of purifying selection on genealogies, pp. 271285 in Progress in Population Genetics and Human Evolution, edited by P. DONNELLY and S. TAVARE. Springer Verlag, New York.
HAMBLIN, M. T. and C. F. AQUADRO, 1997 Contrasting patterns of nucleotide sequence variation at the glucose dehydrogenase (Gld) locus in different populations of Drosophila melanogaster.. Genetics 145:1053-1062[Abstract].
HAMBLIN, M. T. and M. VEUILLE, 1999 Population structure among African and derived populations of Drosophila simulans: evidence for ancient subdivision and recent admixture. Genetics 153:305-317
HASEGAWA, M., Y. CAO, and Z. YANG, 1998 Preponderance of slightly deleterious polymorphism in mitochondrial DNA: nonsynonymous/synonymous rate ratio is much higher within species than between species. Mol. Biol. Evol. 15:1499-1505
HASSON, E. and W. F. EANES, 1996 Contrasting histories of three gene regions associated with In(3L)Payne of Drosophila melanogaster.. Genetics 144:1565-1575[Abstract].
HASSON, E., I.-N. WANG, L.-W. ZENG, M. KREITMAN, and W. F. EANES, 1998 Nucleotide variation in the triosephosphate isomerase (Tpi) locus of Drosophila melanogaster and Drosophila simulans.. Mol. Biol. Evol. 15:756-769[Abstract].
HILTON, H., R. M. KLIMAN, and J. HEY, 1995 Using hitchhiking genes to study adaptation and divergence during speciation within the Drosophila melanogaster species complex. Evolution 48:1900-1913.
HIROSE, M., E. SUGIMOTO, R. SASAKI, and H. CHIBA, 1970 Crystallization and reaction mechanism of yeast phosphoglucomutase. J. Biochem. 68:449-457
HJORTH, J. P., 1970 A phosphoglucomutase locus in Drosophila melanogaster.. Hereditas 64:146-148[Medline].
HUDSON, R. R., 1987 Estimating the recombination parameter of a finite population model without selection. Genet. Res. 50:245-250[Medline].
HUDSON, R. R. and N. L. KAPLAN, 1985 Statistical properties of the number of recombination events in the history of a sample of DNA sequences. Genetics 111:147-164
HUDSON, R. R. and N. L. KAPLAN, 1995 Deleterious background selection with recombination. Genetics 141:1605-1617[Abstract].
HUDSON, R. R., K. BAILEY, D. SKARECKY, J. KWIATOWSKI, and F. J. AYALA, 1994 Evidence for positive selection in the superoxide dismutase (Sod) region of Drosophila melanogaster.. Genetics 136:1329-1340[Abstract].
HYYTIA, P., P. CAPY, J. R. DAVID, and R. S. SINGH, 1985 Enzymatic and quantitative variation in European and African populations of Drosophila simulans.. Heredity 54:209-217.
INOMATA, N., H. SHIBARA, E. OKUYAMA, and T. YAMAZAKI, 1995 Evolutionary relationships and sequence variation of
-amylase variants encoded by duplicated genes in the Amy locus of Drosophila melanogaster.. Genetics 141:237-244[Abstract].
KAPLAN, N. L., T. DARDEN, and R. R. HUDSON, 1988 The coalescent process in models with selection. Genetics 120:819-829
KAROTAM, J., A. C. DELVES, and J. G. OAKESHOTT, 1995 Conservation and change in structural and 5' flanking sequences of esterase 6 in sibling Drosophila species. Genetica 88:11-28.
KATZ, L. A. and R. G. HARRISON, 1997 Balancing selection on electrophoretic variation of phosphoglucose isomerase in two species of field cricket: Gryllus veletis and G. pennsylvanicus.. Genetics 147:609-621[Abstract].
KEIGHTLEY, P. D., 1989 Models of quantitative variation of flux in metabolic pathways. Genetics 121:869-876
KEIGHTLEY, P. D. and H. KACSER, 1987 Dominance, pleiotropy, and metabolic structure. Genetics 117:319-329
KENNEDY, P. and M. W. NACHMAN, 1998 Deleterious mutations at the mitochondrial ND3 gene in South American marsh rats (Holochilus). Genetics 150:359-368
KIMURA, M., 1983 The Neutral Theory of Molecular Evolution. Cambridge University Press, New York.
KLIMAN, R. M. and J. HEY, 1993a DNA sequence variation at the period locus within and among species of the Drosophila melanogaster complex. Genetics 133:375-387[Abstract].
KLIMAN, R. M. and J. HEY, 1993b Reduced natural selection associated with low recombination in Drosophila melanogaster.. Mol. Biol. Evol. 10:1239-1258[Abstract].
KNIBB, W. R., J. G. OAKESHOTT, and J. B. GIBSON, 1981 Chromosome inversion polymorphisms in Drosophila melanogaster. I. Latitudinal clines and associations between inversions in Australasian populations. Genetics 98:833-847
KREITMAN, M., 1983 Nucleotide polymorphism at the alcohol dehydrogenase locus of Drosophila melanogaster.. Nature 304:412-417[Medline].
KREITMAN, M., 1996 The neutral theory is dead. Long live the neutral theory. Bioessays 18:678-683[Medline].
KREITMAN, M. and H. AKASHI, 1995 Molecular evidence for natural selection. Annu. Rev. Ecol. Syst. 26:403-422.
KREITMAN, M. and R. R. HUDSON, 1991 Inferring the evolutionary histories of the Adh and Adh-dup loci in Drosophila melanogaster from patterns of polymorphism and divergence. Genetics 127:565-582[Abstract].
KRIMBAS, C. B., and J. R. POWELL, 1993 Introduction, pp. 152 in Inversion Polymorphism in Drosophila, edited by C. B. KRIMBAS and J. R. POWELL. CRC Press, Boca Raton, FL.
LABATE, J. A., C. H. BIERMANN, and W. F. EANES, 1999 Nucleotide variation at the runt locus in Drosophila melanogaster and Drosophila simulans.. Mol. Biol. Evol. 16:724-731[Abstract].
LANGLEY, C. H., Y. N. TOBARI, and K.-I. KOJIMA, 1974 Linkage disequilibrium in natural populations of Drosophila melanogaster.. Genetics 78:921-936
LANGLEY, C. H., K. ITO, and R. A. VOELKER, 1977 Linkage disequilibrium in natural populations of Drosophila melanogaster: seasonal variation. Genetics 86:447-454
LANGLEY, C. H., R. A. VOELKER, A. J. LEIGH-BROWN, S. OHNISHI, and B. DICKSON et al., 1981 Null allele frequencies at allozyme loci in natural populations of Drosophila melanogaster.. Genetics 99:151-156
LAPORTE, D. C., K. WALSH, and D. E. KOSHLAND, JR., 1984 The branch point effect. J. Biol. Chem. 259:14068-14075
LEICHT, B. G., S. V. MUSE, M. HANCZYC, and A. G. CLARK, 1995 Constraints on intron evolution in the gene encoding the myosin alkali light chain in Drosophila. Genetics 139:299-308[Abstract].
LIU, Y., W. J. RAY, JR., and S. BARANIDHARAN, 1997 Structure of rabbit muscle phosphoglucomutase refined at 2.4-angstrom resolution. Acta Cryst. D 53:392-405[Medline].
MCDONALD, J. H., 1998 Improved tests for heterogeneity across a region of DNA sequences in the ratio of polymorphism to divergence. Mol. Biol. Evol. 15:377-384[Abstract].
MCDONALD, J. H. and M. KREITMAN, 1991 Adaptive protein evolution at the Adh locus in Drosophila. Nature 351:652-654[Medline].
METTLER, L. E., R. A. VOELKER, and T. MUKAI, 1977 Inversion clines in populations of Drosophila melanogaster.. Genetics 87:169-176
MITTON, J. B., 1998 Selection in Natural Populations. Oxford University Press, New York.
MORIYAMA, E. N. and J. R. POWELL, 1996 Intraspecific nuclear DNA variation in Drosophila. Mol. Biol. Evol. 13:261-277[Abstract].
NACHMAN, M. W., S. N. BOYER, and C. F. AQUADRO, 1994 Non-neutral evolution at the mitochondrial NADH dehydrogenase subunit 3 gene in mice. Proc. Natl. Acad. Sci. USA 91:6364-6368
NACHMAN, M. W., W. M. BROWN, M. STONEKING, and C. F. AQUADRO, 1996 Nonneutral mitochondrial DNA variation in humans and chimpanzees. Genetics 142:953-963[Abstract].
NAVARRO, A., A. BARBADILLA, and A. RUIZ, 2000 Effect of inversion polymorphism on the neutral nucleotide variability of linked chromosomal regions in Drosophila. Genetics 155:685-698
NEUHAUSER, C. and S. K. KRONE, 1997 The genealogy of samples in models with selection. Genetics 145:519-534[Abstract].
NIELSEN, R. and D. M. WEINREICH, 1999 The age of nonsynonymous and synonymous mutations in animal mtDNA and implications for the mildly deleterious theory. Genetics 153:497-506
OAKESHOTT, J. G., G. K. CHAMBERS, J. B. GIBSON, and D. A. WILLCOCKS, 1981 Latitudinal relationships of esterase-6 and phosphoglucomutase gene frequencies in Drosophila melanogaster.. Heredity 47:385-396[Medline].
OAKESHOTT, J. G., S. R. WILSON, and P. PARNELL, 1985 Selective effects of temperature on some enzyme polymorphisms in laboratory populations of Drosophila melanogaster.. Heredity 55:69-82.
OAKESHOTT, J. G., S. R. WILSON, and W. R. KNIBB, 1988 Selection affecting enzyme polymorphisms in enclosed Drosophila populations maintained in a natural environment. Proc. Natl. Acad. Sci. USA 85:293-297
OHTA, T., 1992 The nearly neutral theory of molecular evolution. Annu. Rev. Ecol. Syst. 23:263-286.
OHTA, T., 1996 The current significance and standing of neutral and nearly neutral theories. Bioessays 18:673-677[Medline].
PRZEWORSKI, M., B. CHARLESWORTH, and J. D. WALL, 1999 Genealogies and weak purifying selection. Mol. Biol. Evol. 16:246-252[Abstract].
RAND, D. M. and L. M. KANN, 1996 Excess amino acid polymorphism in mitochondrial DNA: contrasts among genes from Drosophila, mice, and humans. Mol. Biol. Evol. 13:735-748[Abstract].
RAND, D. M., M. DORFSMAN, and L. M. KANN, 1994 Neutral and nonneutral evolution of Drosophila mitochondrial DNA. Genetics 138:741-756[Abstract].
RAY, W. J., JR. and G. A. ROSCELLI, 1964 A kinetic study of the phosphoglucomutase pathway. J. Biol. Chem. 239:1228-1236
ROZAS, J. and M. AGUADÉ, 1994 Gene conversion is involved in the transfer of genetic information between naturally occurring inversions of Drosophila. Proc. Natl. Acad. Sci. USA 91:11517-11521
ROZAS, J. and R. ROZAS, 1999 DnaSP version 3: an integrated program for molecular population genetics and molecular evolution analysis. Bioinformatics 15:174-175
ROZAS, J., C. SEGARRA, G. RIBO, and M. AGUADÉ, 1999 Molecular population genetics of the rp49 gene region in different chromosomal inversions of Drosophila subobscura.. Genetics 151:189-202
SAITOU, N. and M. NEI, 1987 The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 4:406-425[Abstract].
SINGH, R. S. and L. R. RHOMBERG, 1987 A comprehensive study of genic variation in natural populations of Drosophila melanogaster. II. Estimates of heterozygosity and patterns of geographic differentiation. Genetics 117:255-271
SLATKIN, M. and B. RANNALA, 1997 Estimating the age of alleles by use of intraallelic variability. Am. J. Hum. Genet. 60:447-458[Medline].
TAJIMA, F., 1989 Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. Genetics 123:585-595
TRIPPA, G., C. SANTOLAMAZZA, and R. SCOZARRI, 1970 Phosphoglucomutase (PGM) locus in Drosophila melanogaster: linkage and population data. Biochem. Genet. 4:665-667[Medline].
TRIPPA, G., A. LOVERRE, and A. CATAMO, 1976 Thermostability studies for investigating non-electrophoretic polymorphic alleles in Drosophila melanogaster.. Nature 260:42-44[Medline].
TRIPPA, G., G. A. DANIELI, R. COSTA, and R. SCOZARRI, 1977 A new allele at the PGM locus in Drosophila melanogaster.. Dros. Inf. Serv. 52:74.
TRIPPA, G., A. CATAMO, A. LOMBARDOZZI, and R. CICCHETTI, 1978 A simple approach for discovering common nonelectrophoretic enzyme variability: a heat denaturation study in Drosophila melanogaster.. Biochem. Genet. 16:299-305[Medline].
TSAUR, S. C., C. T. TING, and C.-I. WU, 1998 Positive selection driving the evolution of a gene of male reproduction, Acp26Aa, of Drosophila: II. Divergence versus polymorphism. Mol. Biol. Evol. 15:1040-1046[Abstract].
WATTERSON, G. A., 1975 On the number of segregating sites in genetic models without recombination. Theor. Popul. Biol. 7:256-276[Medline].
WAYNE, M. L., D. CONTAMINE, and M. KREITMAN, 1996 Molecular population genetics of ref(2)P, a locus which confers viral resistance in Drosophila. Mol. Biol. Evol. 13:191-199[Abstract].
WESLEY, C. S. and W. F. EANES, 1994 Isolation and analysis of the breakpoint sequences of chromosome inversion In(3L)Payne in Drosophila melanogaster.. Proc. Natl. Acad. Sci. USA 91:3132-3136
WHITEHOUSE, D. B., J. TOMKINS, J. U. LOVEGROVE, D. A. HOPKINSON, and W. O. MCMILLAN, 1998 A phylogenetic approach to the identification of phosphoglucomutase genes. Mol. Biol. Evol. 15:456-462[Abstract].
WINNEPENNINCKX, B., T. BACKELJAU, and R. DE WACHTER, 1993 Extraction of high molecular weight DNA from molluscs. Trends Genet. 9:407[Medline].
WIUF, C. and P. DONNELLY, 1999 Conditional genealogies and the age of a neutral mutant. Theor. Popul. Biol. 56:183-201[Medline].
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