- THIS ARTICLE
-
Abstract
- Full Text (PDF)
- Alert me when this article is cited
- Alert me if a correction is posted
- SERVICES
- Email this article to a friend
- Similar articles in this journal
- Similar articles in PubMed
- Alert me to new issues of the journal
- Download to citation manager
- Reprints & Permissions
- CITING ARTICLES
- Citing Articles via HighWire
- Citing Articles via Google Scholar
- GOOGLE SCHOLAR
- Articles by Kim, T. J.
- Articles by Hedrick, P. W.
- Search for Related Content
- PUBMED
- PubMed Citation
- Articles by Kim, T. J.
- Articles by Hedrick, P. W.
Major Histocompatibility Complex Differentiation in Sacramento River Chinook Salmon
Timothy J. Kima, Karen M. Parkera, and Philip W. Hedrickaa Department of Biology, Arizona State University, Tempe, Arizona 85287
Corresponding author: Philip W. Hedrick, Department of Biology, Arizona State University, Tempe, AZ 85287-1501., philip.hedrick{at}asu.edu (E-mail)
Communicating editor: G. B. GOLDING
| ABSTRACT |
|---|
The chinook salmon of the Sacramento River, California, have been reduced to a fraction of their former abundance because of human impact and use of the river system. Here we examine the genetic variation at a major histocompatibility complex class II exon in the four Sacramento chinook salmon runs. Examination of the alleles found in these and other chinook salmon revealed nucleotide patterns consistent with selection for amino acid replacement at the putative antigen-binding sites. We found a significant amount of variation in each of the runs, including the federally endangered winter run. All of the samples were in Hardy-Weinberg proportions. A significant amount of genetic differentiation between runs was revealed by several measures of differentiation. Winter run was the most genetically divergent, while the spring, late-fall, and fall runs were less differentiated.
MOLECULAR markers have been used to study population structure and variation since the advent of allozyme electrophoresis. Currently, microsatellite loci are the nuclear marker of choice in ecological and population genetic studies because they are highly variable and are thought to be primarily influenced by nonselective mechanisms (![]()
![]()
![]()
MHC genes are known to be involved in the vertebrate immune system and are believed to be the main genetic system involved in parasite resistance (![]()
![]()
![]()
![]()
Many MHC genes are highly polymorphic, and there are multiple lines of evidence that the polymorphism is maintained by some form of balancing selection (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
Sacramento River chinook salmon (Oncorhynchus tshawytscha) are semelparous, anadromous fishes found in the Sacramento River and connecting watersheds. Currently, four distinct runs based on migration timing are described and recognized in these salmon: winter, spring, fall, and late-fall runs (![]()
![]()
![]()
Here we report on the genetic variation at a MHC class II ß chain exon in the four different runs of chinook salmon in the Sacramento River. The molecular evolution of the alleles found in these runs is discussed, and allelic frequency data are used to analyze the levels of population genetic structure within and between the runs.
| MATERIALS AND METHODS |
|---|
Samples:
Migrating adult salmon from each run were collected by the USFWS at either the fish ladders at Red Bluff diversion dam or at Keswick dam. The winter run samples were collected for use as parents in the supplementation program and consisted of the following: 18 from 1991, 27 from 1992, 9 from 1993, 23 from 1994, and 33 from 1995. The other run samples consisted of 13 fish from the 1995 mainstem Sacramento spring run, 13 fish from the 1995 Butte Creek spring run, 19 fish from the 1993 fall run, and 20 fish from the 1995 late-fall run. Liver tissue from winter run fish sacrificed for spawning at the Coleman National Fish Hatchery (USFWS) was acquired, and genomic DNA was isolated from the tissue by lysis in proteinase K solution followed by standard phenol:chloroform extraction (![]()
Molecular methods:
A 260-bp fragment of the MHC class II ß1 domain exon containing much of the antigen-binding region was amplified by PCR using the following Atlantic salmon (Salmon salar) primers reported by ![]()
![]()
Statistical analysis:
Nucleotide sequences were aligned using EyeBall software (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
| RESULTS |
|---|
Preliminary screening of salmon samples from different runs by SSCP indicated the presence of four alleles. These alleles were isolated by PCR amplification, cloned, sequenced, and designated Onts-wr1, Onts-wr2, Onts-wr3, and Onts-lf1, where wr and lf symbolize winter and late-fall runs, respectively. The nucleotide sequences were aligned and compared to other salmon sequences obtained from GenBank (![]()
![]()
![]()
![]()
![]()
Sequence analysis:
A total of six chinook salmon MHC class II ß1 alleles have been reported, three alleles found exclusively in Sacramento River chinook, two alleles (Onts-HN2 and Onts-H1) found exclusively in northern chinook reported from the Fraser River (![]()
The amino acid sequences for the variable positions for all of the chinook salmon alleles and Sasa-c144 are shown in Table 1. Codon numbers and the putative antigen-binding sites (pABS) correspond with those for human class II sequences (![]()
![]()
![]()
|
Among the chinook sequences, 15% (3 out of 20 codons) of pABS are variable and 8.8% (4 out of 45 codons) on the nonbinding sites (non-pABS) are variable. Within the Sacramento chinook, 15% of the binding sites compared to 6.7% of the nonbinding sites are variable. There is only one silent substitution located in the non-pABS region among the chinook sequences (GAG to GAA in codon 52 of Onts-wr1 and Onts-HN2). The numbers of synonymous (dS) and nonsynonymous (dN) substitutions per nucleotide in the chinook alleles are given in Table 2. The ratio of nonsynonymous substitutions to synonymous substitutions (dN/dS) in the pABS (
) compared to the ratio in the non-pABS (0.75) indicates selection for amino acid replacement at the antigen-binding region.
|
Molecular evolution of alleles:
Results of the BLAST search found a number of alleles from other salmonids that exhibit a high level of similarity to the Sacramento chinook alleles. A number of these alleles are included in a neighbor-joining tree showing the relationships among the amino acid sequences (see Figure 1). The topology of the tree is supported by bootstrapping with only the major branch between Pacific and Atlantic salmon being significant. Differing by only one amino acid, Onts-wr3 and Onts-wr2 cluster together. Onts-wr1 is divergent from the other Sacramento alleles, differing from Onts-wr2 at four sites (28, 37, 53, and 55) and Onts-wr3 at five sites (28, 37, 53, 55, and 85). Four of the coho salmon (O. kisutch) alleles (Onki) cluster together closely to the winter run alleles. Interestingly, a coho salmon allele (Onki-87f) was quite divergent from the other coho alleles and was more similar to the chinook alleles. This transspecies allelic similarity is not unusual for MHC genes, and it has been proposed that MHC allelic lineages are maintained by selection and are often older than the species themselves. All of the Pacific salmonid alleles were divergent from the Atlantic salmon (S. salar) alleles.
|
Population structure:
We characterized the MHC variation in each of the runs using SSCP analysis. To ensure that we were amplifying from a single locus and that the MHC locus exhibited Mendelian segregation, we examined the progeny from a number of crosses. We scored 25 progeny from one family cross and 5 progeny from three family crosses. In all cases, all of the expected genotypes were observed. Salmonids are generally tetraploid and are in the process of rediploidization (![]()
![]()
![]()
There were a total of four alleles in the samples (Table 3). Winter run was segregating for all four alleles with Onts-wr1 in high frequency and Onts-lf1 in very low frequency found in only three heterozygous individuals (2.7%). Spring run was also segregating for all four alleles with Onts-wr3 present in high frequency and the other three alleles in lower frequencies. The fall run was also segregating for all four alleles with Onts-wr3 in high frequency, but Onts-wr1 and Onts-wr2 were in low frequencies and Onts-lf1 was in moderate frequency. The late-fall run segregated for only three alleles with Onts-wr3 and Onts-lf1 in relatively equal and high frequencies and Onts-wr2 in low frequency.
|
The small Butte Creek spring run sample (N = 13) deviated significantly from Hardy-Weinberg expectations (P = 0.016) because of an excess of Onts-wr3 homozygotes. However, after correcting for multiple comparisons using the Dunn-Sidak method (![]()
![]()
Results from the log-likelihood tests indicated that the 1991, 1992, 1993, and 1994 winter run years were homogenous, and we have pooled them in the subsequent analyses. These combined samples are referred to as winter run henceforth. The pooled 19911994 frequencies of Onts-wr1, Onts-wr2, Onts-wr3, and Onts-lf1 are 0.839, 0.097, 0.058, and 0.007, respectively. The 1995 winter run sample was not homogenous with the other samples and is referred to as winter 95. The mainstem Sacramento River and Butte Creek spring run samples could also be pooled and are referred to as spring run. The pooled spring run frequencies are 0.103, 0.241, 0.500, and 0.155 for the four alleles. Both winter and spring run pooled samples were in Hardy-Weinberg proportions (P = 1.000 and 0.144, respectively).
Table 4 includes pairwise FST values showing the relative population differentiation between runs. The significance of the FST values was determined using a nonparametric permutation test (![]()
|
The standard genetic distance values (D) of ![]()
|
| DISCUSSION |
|---|
We characterized class II MHC variation in Sacramento River chinook salmon and found significant frequency differences between all runs except fall and late fall. In particular, the endangered winter run is quite distinct from the other runs and homogeneous over different years. There have been very few studies in which significant genetic differences have been detected between sympatric populations (or runs in this case) that are separated temporally.
Molecular evolution of the MHC class II gene:
The lack of different alleles with identical amino acid sequences (only silent substitutions) suggests that effects due to finite population size (e.g., founder effects or population bottlenecks) have reduced the amount of synonymous variation. This observed lack of neutral variation is supported by other studies of genetic variation in chinook populations (![]()
![]()
![]()
The high dN/dS ratio in the pABS indicates that some sort of selection for replacement has occurred. All of the substitutions in the pABS are nonsynonymous. This excess of nonsynonymous substitutions in the pABS is consistent with observations in mammals (![]()
![]()
![]()
![]()
Population structure:
The FST analysis shows a significant amount of differentiation between the winter run and the other three runs, while the other three runs have very low FST values between them. The overall FST value (0.129) shows a relatively high level of differentiation and subdivision. Estimates of the amount of gene flow (Nm, number of migrants per generation) can be determined using FST (![]()
![]()
![]()
![]()
![]()
The observed heterozygosities are relatively uniform (Table 3) among runs, and the late-fall run has one less allele (Onts-wr1 was not detected). Interestingly, the late-fall run had the lowest estimated population size in the 1960s and has lost a large portion of historic spawning grounds because of construction of the Friant and Shasta Dams (![]()
There has been evidence for admixture using microsatellite loci in the 1995 winter run brood year (D. HEDGECOCK, unpublished results). On the basis of homogeneity tests, our MHC results also conclude some sort of admixture in this brood year. It seems likely that the spring run is mixed into the 1995 winter run because the run is most similar to spring, and migration timing overlaps from March to July when the sample fish were captured. Thorough analysis with larger sample sizes known to be from each of the runs could possibly determine which run is responsible for the admixture. Techniques such as stock composition analysis (![]()
Sacramento River chinook runs:
The distinctness of the winter run from the other runs in the Sacramento is evident in the different measures of population differentiation. These results are due to the high frequency of the Onts-wr1 allele and low frequency of the Onts-lf1 allele in the winter run samples. The spring run is the only other run that has an appreciable frequency of Onts-wr1 (0.103). Consequently, the winter run is most similar to the spring run as indicated by the various measures in Table 4. Interestingly, the other three runs are more similar to each other than to the winter run. The winter run has suffered the most population reduction over the past few decades, and genetic drift may be a much stronger force in the winter run.
Behaviorally, there is evidence that the winter run chinook of the Sacramento River is unique. All chinook salmon exhibit one of two basic life-history characteristics, designated stream- or ocean-type behavior (![]()
![]()
Conservation genetics:
Molecular markers have been used to address issues in population genetics and conservation biology. Because of their high variability and assumed selective neutrality, microsatellite loci are often used to describe intraspecific population structure and differentiation. However, because of their neutrality, these loci may not reflect selective adaptations of populations. On the other hand, MHC loci are thought to be under balancing selection because of their involvement in the immune response. MHC loci may have patterns of variation indicating adaptive differences between populations that reflect past selective events. This variation at loci under selection may be very useful in determining the unit of conservation (![]()
The drastic reduction in the Sacramento chinook is mostly due to loss of historical spawning habitat because of human use of the Sacramento River system. Water degradation and diversion are apparently the major cause of chinook salmon decline (![]()
![]()
![]()
![]()
Evidence for hybridization between runs because of forced coexistence in spawning grounds and current hatchery practices has been reported and poses a major threat to the genetic integrity of each of the runs (![]()
![]()
A major issue in conservation is determining the unit of conservation. It has been suggested that the species is the appropriate unit (e.g., ![]()
![]()
![]()
Variation in antigen binding by alleles in the MHC appears to be a basis for selective pressure by parasitic or pathogen resistance (![]()
![]()
![]()
![]()
| ACKNOWLEDGMENTS |
|---|
We thank Dennis Hedgecock, Steven Kalinowski, and two anonymous reviewers for their assistance. This research was partially funded by the California Department of Water Resources.
Manuscript received July 6, 1998; Accepted for publication November 20, 1998.
| LITERATURE CITED |
|---|
ALLENDORF, F. W., and G. H. THORGAARD, 1984 Tetraploidy and the evolution of salmonid fishes, pp. 407454 in Evolutionary Genetics of Fishes, edited by B. TURNER. Plenum Press, New York.
ALTSCHUL, S. F., W. GISH, W. MILLER, E. W. MYERS, and D. J. LIPMAN, 1990 Basic local alignment search tool. J. Mol. Biol. 215:403-410[Medline].
APANIUS, V., D. PENN, P. R. SLEV, L. R. RUFF, and W. K. POTTS, 1997 The nature of selection on the major histocompatibility complex. Crit. Rev. Immunol. 17:79-224.
ASHLEY, M. V., and B. D. DOW, 1994 The use of microsatellite analysis in population biology: background, methods, and potential applications, pp. 185201 in Molecular Ecology and Evolution: Approaches and Application, edited by B. SCHERWATER, B. STRATI, G. P. WAGNER and R. DESALLE. Birkhauser Verlag, Basel, Switzerland.
BANKS, M. A., B. A. BALDWIN, and D. HEDGECOCK, 1996 Research on chinook salmon (Oncorhynchus tshawytscha) stock structure using microsatellite DNA. Bull. Natl. Res. Inst. Aquacult. 2(Suppl.):5-9.
BARTLEY, D. M. and G. A. E. GALL, 1990 Genetic structure and gene flow in chinook salmon populations of California. Trans. Am. Fish. Soc. 119:55-71.
BLACK, F. L. and P. W. HEDRICK, 1997 Strong balancing selection at HLA loci: evidence from segregation in South American families. Proc. Natl. Acad. Sci. USA 94:12452-12456
BOYCE, W. M., P. W. HEDRICK, N. E. MUGGLI-COCKETT, S. KALINOWSKI, and M. C. T. PENEDO et al., 1997 Genetic variation of major histocompatibility complex and microsatellite loci: a comparison in bighorn sheep. Genetics 145:421-433[Abstract].
BROWN, R. E. and A. EKLUND, 1994 Kin recognition and the major histocompatitibility complex: an integrative review. Am. Nat. 143:435-461.
BROWN, J. H., T. S. JARDETZKY, J. C. GORGA, L. J. STERN, and R. G. URBAN et al., 1993 Three-dimensional structure of the human class II histocompatibility antigen HLA-DR1. Nature 364:33-39[Medline].
BRUFORD, M. W. and R. K. WAYNE, 1993 Microsatellites and their application to population genetic studies. Curr. Biol. 3:939-943.
CABOT, E. L. and A. T. BECKENBACH, 1989 Simultaneous editing of multiple nucleic acid and protein sequences with ESEE. Comput. Appl. Biosci. 5:233-234
CAUGHLEY, G., and A. GUNN, 1995 Conservation biology in theory and practice. Blackwell Science, Cambridge, MA.
DAVENPORT, M. P., C. L. QUINN, R. M. CHICZ, B. N. GREEN, and A. C. WILLIS et al., 1995 Naturally processed peptides from two disease-resistance associated HLA-Dr13 alleles show related sequence motifs and the effects of the dimorphism at position 86 of the HLA-DR ß chain. Proc. Natl. Acad. Sci. 92:6567-6571
DOHERTY, P. C. and R. M. ZINKERNAGEL, 1975 A biological role for the major histocompatibility antigens. Lancet 1(7922):1406-1409[Medline].
EDWARDS, S. and P. W. HEDRICK, 1998 Evolution and ecology of MHC molecules: from genomics to sexual selection. Trends Ecol. Evol. 13:305-311.
EDWARDS, S., and W. POTTS, 1996 Polymorphism of genes in the major histocompatibility complex (MHC): implications for conservation genetics of vertebrates, pp. 214237 in Molecular Genetic Approaches in Conservation, edited by T. B. SMITH and R. K. WAYNE. Oxford University Press, New York.
EXCOFFIER, L., S. P. SMOUSE, and J. QUATTRO, 1992 Analysis of molecular variance inferred from metric distances among DNA haplotypes: application to human mitochondrial DNA restriction data. Genetics 131:479-491[Abstract].
FISHER, F. W., 1994 Past and present status of central valley chinook salmon. Conserv. Biol. 8:870-873.
GRASER, R., C. O'HUIGUIN, V. VINCEK, A. MEYER, and J. KLEIN, 1996 Trans-species polymorphism of class II MHC loci in danio fishes. Immunogenetics 44:36-48[Medline].
GRIMHOLT, U., I. OLSAKER, C. DE VRIES LINDSTROM, and O. LIE, 1994 A study of variability in the MHC class II ß1 and class I
2 domain exons of Atlantic salmon, Salmo salar L. Anim. Genet. 25:147-153[Medline].
HEALEY, M. C., 1991 The life history of chinook salmon, pp. 3952 in Pacific Salmon Life Histories, edited by C. GROOT and L. MARGOLIS. University of British Columbia Press, Vancouver, Canada.
HEDRICK, P. W., 1994 Evolutionary genetics of the major histocompatibility complex. Am. Nat. 143:945-964.
HEDRICK, P. W., 1999 Perspective: highly variable genetic loci and their interpretation in evolution and conservation. Evolution 53, in press)..
HEDRICK, P. W., and T. J. KIM, 1999 Genetics of complex polymorphisms: parasites and maintenance of MHC variation, in Evolutionary Genetics From Molecules to Morphology, edited by R. S. SINGH and C. K. KRIMBAS. Cambridge University Press, New York.
HEDRICK, P. W. and K. M. PARKER, 1998 MHC variation in the endangered Gila topminnow. Evolution 52:194-199.
HEDRICK, P. W. and G. THOMPSON, 1983 Evidence for balancing selection at HLA. Genetics 104:449-456
HEDRICK, P. W., T. S. WHITTAM, and P. PARHAM, 1991 Heterozygosity at individual amino sites: extremely high levels for HLA-A and -B genes. Proc. Natl. Acad. Sci. USA 88:5897-5901
HEDRICK, P. W., D. HEDGECOCK, and S. HAMELBERG, 1995 Effective population size in winter-run chinook salmon. Conserv. Biol. 9:615-624.
HORDVICK, I., U. GRIMHOLT, V. M. FOSSE, O. LIE, and C. ENDRESEN, 1993 Cloning and sequence analysis of cDNAs encoding the MHC class II ß chain in Atlantic salmon (Salmo salar). Immunogenetics 38:437-441[Medline].
HUGHES, A. L., 1991 MHC polymorphism and the design of captive breeding programs. Conserv. Biol. 5:249-250.
HUGHES, A. L. and M. NEI, 1988 Pattern of nucleotide substitution at major histocompatibility complex class I loci reveals overdominant selection. Nature 335:167-179[Medline].
KLEIN, D., H. ONO, C. O'HUIGUIN, B. VINCENT, and T. GODSCHMIDT et al., 1993 Extensive MHC variability in cichlid fishes on Lake Malwi. Nature 363:330-334.
KLITZ, W. G. and G. THOMPSON, 1987 Disequilibrium pattern analysis. II. Application to Danish HLA-A and -B data. Genetics 116:633-643
KLITZ, W., G. THOMPSON, and M. P. BAUR, 1986 Contrasting evolutionary histories among tightly linked HLA loci. Am. J. Hum. Genet. 39:340-349[Medline].
KUMAR, S., K. TAMURA and M. NEI, 1993 MEGA: Molecular Evolutionary Genetics Analysis, Version 1.01. Institute of Molecular Evolutionary Genetics, Pennsylvania State University, University Park, PA.
LEVENE, H., 1949 On a matching problem arising in genetics. Ann. Math. Stat. 20:90-94.
LIE, O., and U. GRIMHOLT, 1996 The major histocompatibility complex of fish: genetic structure and function of the Mhc in Teleost species, pp. 1729 in The Major Histocompatibility Complex Region in Domestic Animal Species, edited by L. B. SCHOOK and S. J. LAMONT. CRC Press, Cleveland, OH.
LYNCH, M. L. and T. J. CREASE, 1990 The analysis of population survey data on DNA sequence variation. Mol. Biol. Evol. 7:377-394[Abstract].
MARKOW, T., P. W. HEDRICK, K. ZUERLEIN, J. DANILOVS, and J. MARTIN et al., 1993 HLA polymorphism in the Havasupai: evidence for balancing selection. Am. J. Hum. Genet. 53:943-952[Medline].
MILLER, K. M. and R. E. WITHLER, 1996 Sequence analysis of a polymorphic Mhc class II gene in Pacific salmon. Immunogenetics 43:337-351[Medline].
MILLER, K. M., R. E. WITHLER, and T. D. BEACHAM, 1997 Molecular evolution at Mhc genes in two populations of chinook salmon Oncorhynchus tshawytscha.. Mol. Ecol. 6:937-954[Medline].
MOYLE, P. B., 1994 The decline of anadromous fishes in California. Conserv. Biol. 8:869-870.
NEI, M., 1972 Genetic distance between populations. Am. Nat. 106:283-292.
NEI, M., and A. L. HUGHES, 1991 Polymorphism and evolution of the major histocompatibility complex loci in mammals, pp. 222247 in Evolution at the Molecular Level, edited by R. SELANDER, A. G. CLARK and T. WHITTAM. Sinauer Associates, Sunderland, MA.
ONO, H., C. O'HUIGIN, V. VINCEK, and J. KLEIN, 1993 Exon-intron organization of fish major histocompatibility complex class II B genes. Immunogenetics 38:223-234[Medline].
ORITA, M., Y. SUZUKI, T. SEKIYA, and K. HAYASHI, 1989 Rapid and sensitive detection of point mutation and DNA polymorphism using polymerase chain reaction. Genomics 5:874-879[Medline].
PELLA, J. J., and G. B. MILNER, 1987 Use of genetic marks in stock composition analysis, pp. 247276 in Population Genetics & Fishery Management, edited by N. RYMAN and F. UTTER. University of Washington Press, Seattle.
QUELLER, D. C., J. E. STRAUSSMANN, and C. R. HUGHES, 1994 Microsatellites and kinship. Trends Ecol. Evol. 8:285-288.
SAMBROOK, J., E. F. FRITSCH and T. MANIATIS, 1989 Molecular Cloning: A Laboratory Manual, Ed. 2. Cold Spring Harbor Laboratory Press, Cold Spring Harbor, New York.
SCHNEIDER, R., S. KUEFFER, J. ROESSLI and L. EXCOFFIER, 1996 Arlequin software version 1.0.
SLATKIN, M., 1995 A measure of population subdivision based on microsatellite allele frequencies. Genetics 137:331-336[Abstract].
SOKAL, R. R., and F. J. ROHLF, 1995 Biometry, Ed. 3. Freeman, San Francisco.
WAPLES, R. S., 1995 Evolutionary significant units and the conservation of biological diversity under the Endangered Species Act. Am. Fish. Soc. Symp. 17:8-27.
WEIR, B. S. and C. C. COCKERHAM, 1984 Estimation F-statistics for the analysis of population structure. Evolution 38:1358-1370.
WRIGHT, S., 1943 Isolation by distance. Genetics 28:114-138
This article has been cited by other articles:
![]() |
S. Cohen, J. Tirindelli, M. Gomez-Chiarri, and D. Nacci Functional implications of Major Histocompatibility (MH) variation using estuarine fish populations Integr. Comp. Biol., December 1, 2006; 46(6): 1016 - 1029. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Cohen Strong Positive Selection and Habitat-Specific Amino Acid Substitution Patterns in Mhc from an Estuarine Fish Under Intense Pollution Stress Mol. Biol. Evol., November 1, 2002; 19(11): 1870 - 1880. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. M. Blankenship, B. May, and D. Hedgecock Evolution of a Perfect Simple Sequence Repeat Locus in the Context of Its Flanking Sequence Mol. Biol. Evol., November 1, 2002; 19(11): 1943 - 1951. [Abstract] [Full Text] [PDF] |
||||
- THIS ARTICLE
-
Abstract
- Full Text (PDF)
- Alert me when this article is cited
- Alert me if a correction is posted
- SERVICES
- Email this article to a friend
- Similar articles in this journal
- Similar articles in PubMed
- Alert me to new issues of the journal
- Download to citation manager
- Reprints & Permissions
- CITING ARTICLES
- Citing Articles via HighWire
- Citing Articles via Google Scholar
- GOOGLE SCHOLAR
- Articles by Kim, T. J.
- Articles by Hedrick, P. W.
- Search for Related Content
- PUBMED
- PubMed Citation
- Articles by Kim, T. J.
- Articles by Hedrick, P. W.



