- THIS ARTICLE
-
Abstract
- Full Text (PDF)
- Alert me when this article is cited
- Alert me if a correction is posted
- SERVICES
- 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 Ellegren, H.
- Articles by Carmichael, A.
- Search for Related Content
- PUBMED
- PubMed Citation
- Articles by Ellegren, H.
- Articles by Carmichael, A.
Multiple and Independent Cessation of Recombination Between Avian Sex Chromosomes
Hans Ellegrena and Ariane Carmichaelaa Department of Evolutionary Biology, Uppsala University, SE-752 36 Uppsala, Sweden
Corresponding author: Hans Ellegren, Department of Evolutionary Biology, Uppsala University, Norbyvägen 18D, SE-752 36 Uppsala, Sweden., hans.ellegren{at}ebc.uu.se (E-mail)
Communicating editor: D. CHARLESWORTH
| ABSTRACT |
|---|
Birds are characterized by female heterogamety; females carry the Z and W sex chromosomes, while males have two copies of the Z chromosome. We suggest here that full differentiation of the Z and W sex chromosomes of birds did not take place until after the split of major contemporary lineages, in the late Cretaceous. The ATP synthase
-subunit gene is now present in one copy each on the nonrecombining part of the W chromosome (ATP5A1W) and on the Z chromosome (ATP5A1Z). This gene seems to have evolved on several independent occasions, in different lineages, from a state of free recombination into two sex-specific and nonrecombining variants. ATP5A1W and ATP5A1Z are thus more similar within orders, relative to what W (or Z) are between orders. Moreover, this cessation of recombination apparently took place at different times in different lineages (estimated at 13, 40, and 65 million years ago in Ciconiiformes, Galliformes, and Anseriformes, respectively). We argue that these observations are the result of recent and traceable steps in the process where sex chromosomes gradually cease to recombine and become differentiated. Our data demonstrate that this process, once initiated, may occur independently in parallel in sister lineages.
SEX chromosome evolution is assumed to take place by a gradual arrest of recombination between autosomal homologs, followed by genetic decay of one of the chromosomes (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
Signatures of an ancestral state of sex chromosome homology are today evident from a few gene pairs shared between the nonrecombining regions of the two sex chromosomes, e.g., ZFX/ZFY on the X and Y in mammals (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
-subunit of ATP synthase (ATP5A1W; ![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
In general, if cessation of recombination between sex chromosomes occurred early in the lineages leading to contemporary vertebrate classes, we should expect homologous gene pairs that are shared between the nonrecombining regions of the two sex chromosomes (e.g., Z and W in birds) to evolve independently; i.e., the pattern found for CHD1W and CHD1Z should be seen. To test this assumption we made a detailed study of the evolution of the avian ATP5A1W and ATP5A1Z genes. Contrary to the expectation, however, these genes were found to cluster within the three bird orders examined. This suggests multiple and parallel events of cessation of recombination between sex chromosomes to have occurred after the split of major avian lineages in Cretaceous.
| MATERIALS AND METHODS |
|---|
DNA work:
We collected whole-blood or tissue samples from morphologically sexed birds of six different species: chicken (Gallus domesticus), turkey (Meleagris gallopavo; these two belong to the order Galliformes), eider (Somateria mollissima), goldeneye [Bucephala clangula (Anseriformes)], black-headed gull (Larus ridibundus), and herring gull [L. argentatus (Ciconiiformes)]. The three orders sampled from split early in avian radiation and their relationship can probably be represented by a star phylogeny (![]()
100 ng DNA, 0.5 units AmpliTaq Gold (Perkin-Elmer, Norwalk, CT), 0.2 mM dNTP, 10 mM Tris-HCl (pH 8.3), 50 mM KCl, 1.5 mM MgCl2, and 5 pmol of each primer. The PCR conditions used were an initial denaturation of 10 min at 94°, followed by five touchdown cycles of 94° for 30 sec, 62°55° for 30 sec (decreasing 1.5°/cycle), and 72° for 30 sec, followed by 30 cycles of 94° for 30 sec, 55° for 30 sec, and 72° for 1 min 40 sec. A 5-min extension step at 72° completed the run.
PCR products were purified with QIAquick spin columns (QIAGEN, Chatsworth, CA) and ligated into plasmid vector, using the pGEM-T Easy Vector system (Promega, Madison, WI). Since both primer combinations amplified ATP5A1W as well as ATP5A1Z from female DNA, we discriminated between clones containing the two genes by single-strand conformation polymorphism (SSCP) analysis in native 8% polyacrylamide gels. Amplifications from genomic female and male DNA served as reference in these analyses. Plasmid DNA was purified from clones of interest using the QIAprep Miniprep kit (QIAGEN). DNA sequencing was based on dye terminator cycle sequencing chemistry (Perkin-Elmer) with detection on an ABI 377 instrument (Perkin-Elmer). For each gene, DNA was extracted from two different individuals of each species and sex, amplified, and sequenced as described above.
Sequence analysis:
All sequences were aligned using Sequencher 3.0 (Gene Codes Corp.) and Sequence Navigator (Applied Biosystems, Foster City, CA) software. Exon and intron data were treated separately to allow analyzing possible differences in their molecular evolution. For analyses of exon data we combined exon 4 and 5 sequences. Similarly, intron 3 and 4 (whole introns) sequences were combined. MEGA (![]()
![]()
![]()
![]()
| RESULTS |
|---|
We sequenced exons 4 and 5 of ATP5A1W and ATP5A1Z from six different bird species, two from each of three major avian lineagesGalliformes (chicken and turkey), Anseriformes (eider and goldeneye), and Ciconiiformes (black-headed gull and herring gull; see Fig 1). A phylogenetic analysis of these sequences revealed an unexpected pattern. In contrast to the situation for avian CHD1 genes, the overall topology of the tree mainly reflected the genetic relationships between species rather than the chromosomal origin of individual genes (Fig 2). For instance, waterfowl ATP5A1W were more similar to waterfowl ATP5A1Z than to ATP5A1W from other lineages. Within each lineage, though, individual ATP5A1W and ATP5A1Z sequences tended to cluster separately. The similarity of ATP5A1W and ATP5A1Z within orders, relative to that between orders, would indicate that ATP5A1W and ATP5A1Z did not evolve independently during early avian evolution, but that they are doing so now within the three lineages studied.
|
|
One possible interpretation of this observation is that gene conversion between ATP5A1W and ATP5A1Z has had a homogenizing effect on their evolution in each of the three lineages. It has been argued that gene conversion may occur mainly in coding parts of genes (![]()
![]()
915 and 100 bp, respectively) immediately flanking exon 4 of ATP5A1W and ATP5A1Z. Again, however, ATP5A1W and ATP5A1Z did not cluster on separate branches (Fig 3). With strong bootstrap support, the ATP5A1W genes of each lineage were more related to the ATP5A1Z genes of the same lineage than to ATP5A1W from other lineages. Also in this case, though, each individual ATP5A1W sequence was most related to the other ATP5A1W sequenced from that lineage. Thus, from analysis of a total of
1360 bp continuous coding as well as noncoding sequence of avian ATP5A1W and ATP5A1Z, we conclude that the two genes have evolved nonindependently in a manner that at some point must have involved frequent genetic change between the Z and W chromosomes, but that this exchange has now ceased.
|
When did the avian ATP5A1W and ATP5A1Z genes cease to recombine (i.e., start to diverge)? One possible way of answering this question would be to apply a molecular clock to our divergence data. The frequencies of synonymous substitution between ATP5A1W and ATP5A1Z for the three orders analyzed in this study were 0.047 ± 0.022 (Ciconiiformes), 0.139 ± 0.009 (Galliformes), and 0.229 ± 0.021 (Anseriformes) substitutions per site. The contrasting frequencies seen among orders suggest that not only has recombination independently ceased in the different orders, but that this has also happened at different times in the different orders. It is somewhat difficult to estimate divergence times from these data due to the absence of good fossil records needed for calibration of the avian molecular clock. However, applying the number of 3.5 synonymous substitutions per site per 109 years, which is frequently used as a mammalian average (![]()
13 (Ciconiiformes), 40 (Galliformes), and 65 mya (Anseriformes) would be suggested. Importantly, the estimated ATP5A1W/ATP5A1Z divergence times are less than the estimated time of divergence of major avian orders in Cretaceous (![]()
| DISCUSSION |
|---|
Our data are compatible with the three avian lineages diverging before ATP5A1 ceased to recombine (i.e., started to differentiate into ATP5A1W and ATP5A1Z). This would for the first time provide gene-based phylogenetic evidence, from one of the major vertebrate classes, that at least the final stages of differentiation into heteromorphic sex chromosomes have occurred on several independent occasions after the split of extant lineages. Although no such data are yet available from other classes, this might be a common feature of vertebrate sex chromosomes. It has recently been shown that the human X chromosome is characterized by four "evolutionary strata," each stratum representing a distinct chromosomal region in which suppression of recombination was established during a specific time (![]()
![]()
The hypothesis of avian sex chromosome differentiation being incomplete prior to the split of extant lineages receives strong support from several recent observations. First, ratites (Palaeognathae), i.e., the ostrich and its allies, traditionally considered to be the most primitive avian lineage (![]()
![]()
![]()
![]()
![]()
|
The situation is, however, complicated by the fact that the precise sequence in which early avian lineages diverged is a matter of discussion. Recent data from whole mitochondrial genome sequences suggest that ratites are not basal in the avian phylogeny (![]()
![]()
![]()
![]()
![]()
![]()
Additional supports for the hypothesis of multiple and independent cessation of recombination at the ATP5A1 locus come from the physical location of genes on the avian Z chromosome. In chicken, CHD1Z is located at Zq16-21 (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
An alternative interpretation to our observations is that the avian sex chromosomes diverged in full, including ATP5A1 diverging into ATP5A1W/ATP5A1Z, prior to the split of extant neognath lineages. Subsequently, several independent gene conversion events, in different lineages, could have homogenized the molecular evolution of the ATP5A1W/ATP5A1Z genes. Gene conversion between homologous genes on the sex chromosomes has been documented for one gene pair on the mammalian X and Y chromosomes, the ZFY/ZFX genes (![]()
![]()
![]()
![]()
![]()
![]()
![]()
![]()
In conclusion, we postulate that avian sex chromosomes have diverged at several independent occasions, after the split of major extant lineages. This might suggest that once sex chromosome differentiation has been initiated, it will commonly be a process that proceeds until the pseudoautosomal region has contracted to a minimum size required for proper pairing of sex chromosomes at meiosis. In fact, in some organisms one of the sex chromosomes has been entirely lost.
| ACKNOWLEDGMENTS |
|---|
The manuscript benefited from comments made by Deborah Charlesworth, who is gratefully acknowledged. We also thank Anna-Karin Fridolfsson, Anna Härlid, Carles Vilá, and Christopher Walker for helpful discussions. H.E. is a Royal Swedish Academy of Sciences Research Fellow supported by a grant from the Knut and Alice Wallenberg Foundation. Financial support for this study was obtained from the Swedish Natural Science Research Council.
Manuscript received May 15, 2000; Accepted for publication January 23, 2001.
| LITERATURE CITED |
|---|
ANSARI, H. A., N. TAKAGI, and M. SASAKI, 1988 Morphological differentiation of sex chromosomes in three species of ratite birds. Cytogenet. Cell Genet. 47:185-188.
BLOOM, S. E., M. E. DELANY and D. E. MUSCAELLA, 1993 Constant and variable features of avian chromosomes, pp. 3960 in Manipulation of the Avian Genome, edited by R. J. ETCHES and A. M. V. GIBBINS. CRC Press, Cleveland.
BULL, J. J., 1983 Evolution of Sex Determining Mechanisms. Benjamin/Cummings, Menlo Park, CA.
BURGOYNE, P. S., 1998 The mammalian Y chromosome: a new perspective. BioEssays 20:363-366[Medline].
CARMICHAEL, A. C., A. K. FRIDOLFSSON, J. HALVERSON, and H. ELLEGREN, 2000 Male-biased mutation rates revealed from Z- and W-chromosome linked ATP synthase
-subunit (ATP5A1) sequences in birds. J. Mol. Evol. 50:443-447[Medline].
CHARLESWORTH, B., 1978 Model for evolution of Y chromosomes and dosage compensation. Proc. Natl. Acad. Sci. USA 75:5618-5622
CHARLESWORTH, B., 1991 The evolution of sex chromosomes. Science 251:1030-1033
CHARLESWORTH, B., 1993 The effect of background selection against deleterious mutations on weakly selected, linked variants. Genet. Res. 63:213-227.
CHARLESWORTH, B., 1996 The evolution of chromosomal sex determination and dosage compensation. Curr. Biol. 6:149-162[Medline].
CHARLESWORTH, B. and D. CHARLESWORTH, 1997 Rapid fixation of deleterious alleles can be caused by Muller's ratchet. Genet. Res. 70:63-73[Medline].
CHARLESWORTH, B., M. T. MORGAN, and D. CHARLESWORTH, 1993 The effect of deleterious mutations on neutral molecular variation. Genetics 134:1289-1303[Abstract].
COOPER, A. and D. PENNY, 1997 Mass survival of birds across the Cretaceous-Tertiary boundary: molecular evidence. Science 275:1109-1112
CRACRAFT, J., 1981 Toward a phylogenetic classification of the recent birds of the world (Class Aves). Auk 98:681-714.
DELICHERE, C., J. VEUSKENS, M. HERNOULD, N. BARBACAR, and A. MOURAS et al., 1999 SlY1, the first active gene cloned from a plant Y chromosome, encodes a WD-repeat protein. EMBO J. 18:4169-4179[Medline].
DVORAK, J., J. L. HALVERSON, P. GULICK, K. A. RAUEN, and K. A. RAUENU. K. ABBOTT et al., 1992 cDNA cloning of a Z- and W-linked gene in Gallinaceous birds. J. Hered. 83:22-25
ELLEGREN, H., 1996 First gene on the avian W chromosome provides a tag for universal sexing of non-ratite birds. Proc. R. Soc. Lond. Ser. B 263:1635-1641[Medline].
ELLEGREN, H., 2000 Evolution of the avian sex chromosomes and their role in sex determination. Trends Ecol. 15:188-192.
ELLEGREN, H. and A.-K. FRIDOLFSSON, 1997 Male-driven evolution of DNA sequences in birds. Nat. Genet. 17:182-184[Medline].
FELSENSTEIN, J., 1974 The evolutionary advantage of recombination. Genetics 78:737-756
FRIDOLFSSON, A.-K., H. CHENG, N. G. COPELAND, N. A. JENKINS, and H. C. LIU et al., 1998 Evolution of the avian sex chromosomes from an ancestral pair of autosomes. Proc. Natl. Acad. Sci. USA 95:8147-8152
FRIDOLFSSON, A. K. and H. ELLEGREN, 2000 Molecular evolution of the avian CHD1 genes on the Z and W sex chromosomes. Genetics 155:1903-1912
GARCIA-MORENO, J. and D. P. MINDELL, 2000 Rooting a phylogeny with homologous genes on opposite sex chromosomes (Gametologs): a case study using avian CHD. Mol. Biol. Evol. 17:1826-1832
GRAVES, J. A. M., 1995a The evolution of mammalian sex chromosomes and the origin of sex determining genes. Philos. Trans. R. Soc. Lond. B Biol. Sci. 350:305-312[Medline].
GRAVES, J. A. M., 1995b The origin and function of the mammalian Y chromosome and Y-borne genesan evolving understanding. BioEssays 17:311-321[Medline].
GRIFFITHS, R. and R. M. KORN, 1997 A CHD1 gene is Z chromosome linked in the chicken Gallus domesticus. Gene 197:225-229[Medline].
GRIFFITHS, R., S. DAAN, and C. DIJKSTRA, 1996 Sex identification in birds using two CHD genes. Proc. R. Soc. Lond. Ser. B 263:1251-1256[Medline].
GUTTMAN, D. S. and D. CHARLESWORTH, 1999 An X-linked gene with a degenerate Y-linked homologue in a dioecious plant. Nature 393:263-266.
HÄRLID, A. and U. ARNASON, 1999 Analyses of mitochondrial DNA nest ratite birds within the Neognathae: supporting a neotenous origin of ratite morphological characters. Proc. R. Soc. Lond. Ser. B 266:1-5[Medline].
HÄRLID, A., A. JANKE, and U. ARNASON, 1997 The mtDNA sequence of the ostrich and the divergence between paleognathous and neognathous birds. Mol. Biol. Evol. 14:754-761[Abstract].
HÄRLID, A., A. JANKE, and U. ARNASON, 1998 The complete mitochondrial genome of Rhea americana and early avian divergences. J. Mol. Evol. 46:669-679[Medline].
HAYASHIDA, H., K. KUMA, and T. MIYATA, 1992 Interchromosomal gene conversion as a possible mechanism for explaining divergence patterns of ZFY-related genes. J. Mol. Evol. 35:181-183[Medline].
KUMAR, S., K. TAMURA and M. NEI, 1993 MEGA: Molecular Evolutionary Genetic Analysis, Version 1.0. Pennsylvania State University, University Park, PA.
LAHN, B. T. and D. C. PAGE, 1997 Functional coherence of the human Y chromosome. Science 278:675-680
LAHN, B. T. and D. C. PAGE, 1999a Retroposition of autosomal mRNA yielded testis-specific gene family on human Y chromosome. Nat. Genet. 21:429-433[Medline].
LAHN, B. T. and D. C. PAGE, 1999b Four evolutionary strata on the human X chromosome. Science 286:964-967
LI, W.-H., 1997 Molecular Evolution. Sinauer Associates, Sunderland, MA.
LISKAY, R. M., A. LETSOU, and J. L. STACHELEK, 1987 Homology requirement for efficient gene conversion between duplicated chromosomal sequences in mammalian cells. Genetics 115:161-167
MARTINSOHN, J. T., A. B. SOUSA, L. A. GUETHLEIN, and J. C. HOWARD, 1999 The gene conversion hypothesis of MHC evolution: a review. Immunogenetics 50:168-200[Medline].
MINDELL, D. P., M. D. SORENSON, C. J. HUDDLESTON, H. C. MIRANDA, JR., A. KNIGHT et al., 1997 Phylogenetic relationships among and within select avian orders based on mitochondrial DNA, pp. 214247 in Avian Molecular Evolution and Systematics, edited by D. P. MINDELL. Academic Press, New York.
OGAWA, A., K. MURATA, and S. MIZUNO, 1998 The location of Z- and W-linked marker genes and sequence on the homomorphic sex chromosomes of the ostrich and the emu. Proc. Natl. Acad. Sci. USA 95:4415-4418
ORR, H. A. and Y. KIM, 1998 An adaptive hypothesis for the evolution of the Y chromosome. Genetics 150:1693-1698
PAMILO, P. and N. O. BIANCHI, 1993 Evolution of the Zfx and Zfy genes: rates and interdependence between the genes. Mol. Biol. Evol. 10:271-281[Abstract].
PECON SLATTERY, J., L. SANNER-WACHTER, and S. J. O'BRIEN, 2000 Novel gene conversion between X-Y homologues located in the nonrecombining region of the Y chromosome in Felidae (Mammalia). Proc. Natl. Acad. Sci. USA 97:5307-5312
PIGOZZI, M. I. and A. J. SOLARI, 1997 Extreme axial equalization and wide distribution of recombination nodules in the primitive ZW pair of Rhea americana (Aves, Ratitae). Chromosome Res. 5:421-428[Medline].
POSADA, D. and K. A. CRANDALL, 1998 MODELTEST: testing the model of DNA substitution. Bioinformatics 14:817-818
RICE, W. R., 1987 Genetic hitchhiking and the evolution of reduced genetic activity of the Y sex chromosome. Genetics 116:161-167
ROLDAN, E. R. S. and M. GOMENDIO, 1999 The Y chromosome as a battle ground for sexual selection. Trends Ecol. Evol. 14:58-62[Medline].
SAXENA, R., L. G. BROWN, T. HAWKINS, R. K. ALAGAPPAN, and H. SKALETSKY et al., 1996 The DAZ gene cluster on the human Y chromosome arose from an autosomal gene that was transposed, repeatedly amplified and pruned. Nat. Genet. 14:292-299[Medline].
SCHMIDT, R., M. HEDIGER, S. ROTH, R. NOTHIGER, and A. DUBENDORFER, 1999 The Y-chromosomal and autosomal male-determining M factors of Musca domestica are equivalent. Genetics 147:271-280[Abstract].
SHETTY, S., D. K. GRIFFIN, and J. A. M. GRAVES, 1999 Comparative painting reveals strong chromosome homology over 80 million years of bird evolution. Chromosome Res. 7:289-295[Medline].
SIBLEY, C. G., and J. E. AHLQUIST, 1990 Phylogeny and Classification of Birds. A Study in Molecular Evolution. Yale University Press, New Haven, CT.
SOLARI, A. J., N. S. FECHHEIMER, and J. J. BITGOOD, 1998 Pairing of ZW gonosomes and the localized recombination nodule in two Z-autosome translocations in Gallus domesticus. Cytogenet. Cell Genet. 48:130-136.
SWOFFORD, D. L. 1998 PAUP*4.0b2. Phylogenetic analysis using parsimony, version 4. Smithsonian Institute, Washington, DC.
TAMURA, K. and M. NEI, 1993 Estimation of the number of nucleotide substitutions in the control region of mitochondrial DNA in humans and chimpanzees. Mol. Biol. Evol. 10:512-526[Abstract].
TRAUT, W. and U. WILLHOEFT, 1990 A jumping sex determining factor in the fly Megaselia scalaris. Chromosoma 99:407-412.
This article has been cited by other articles:
![]() |
K. Nam and H. Ellegren The Chicken (Gallus gallus) Z Chromosome Contains at Least Three Nonlinear Evolutionary Strata Genetics, October 1, 2008; 180(2): 1131 - 1136. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. W. Thomas, M. Caceres, J. J. Lowman, C. B. Morehouse, M. E. Short, E. L. Baldwin, D. L. Maney, and C. L. Martin The Chromosomal Polymorphism Linked to Variation in Social Behavior in the White-Throated Sparrow (Zonotrichia albicollis) Is a Complex Rearrangement and Suppressor of Recombination Genetics, July 1, 2008; 179(3): 1455 - 1468. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Abrusan, H.-J. Krambeck, T. Junier, J. Giordano, and P. E. Warburton Biased Distributions and Decay of Long Interspersed Nuclear Elements in the Chicken Genome Genetics, January 1, 2008; 178(1): 573 - 581. [Abstract] [Full Text] [PDF] |
||||
![]() |
Z. Granevitze, S. Blum, H. Cheng, A. Vignal, M. Morisson, G. Ben-Ari, L. David, M. W. Feldman, S. Weigend, and J. Hillel Female-Specific DNA Sequences in the Chicken Genome J. Hered., May 1, 2007; 98(3): 238 - 242. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. T. Gerrard and D. A. Filatov Positive and Negative Selection on Mammalian Y Chromosomes Mol. Biol. Evol., June 1, 2005; 22(6): 1423 - 1432. [Abstract] [Full Text] [PDF] |
||||
![]() |
L.-J. L. Handley, H. Ceplitis, and H. Ellegren Evolutionary Strata on the Chicken Z Chromosome: Implications for Sex Chromosome Evolution Genetics, May 1, 2004; 167(1): 367 - 376. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. A. Sandstedt and P. K. Tucker Evolutionary Strata on the Mouse X Chromosome Correspond to Strata on the Human X Chromosome Genome Res., February 1, 2004; 14(2): 267 - 272. [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
- 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 Ellegren, H.
- Articles by Carmichael, A.
- Search for Related Content
- PUBMED
- PubMed Citation
- Articles by Ellegren, H.
- Articles by Carmichael, A.







