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Copyright © 2004 by The American Society of Human Genetics. All rights reserved. A Predominantly Neolithic Origin for Y-Chromosomal DNA Variation in North Africa 1Istituto di Medicina Legale, Università Cattolica del Sacro Cuore di Roma, Rome; 2Department of Biochemistry, University of Oxford, Oxford, United Kingdom; 3Department of Anthropology, University of Geneva, Geneva; 4Institut Pasteur de Tunis, Tunis, Tunisia; 5Laboratoire Central, Chu Bab El Oued, Alger, Algeria; 6Department of Cell Biology, University of Calabria, Rende, Italy; and 7The Wellcome Trust Sanger Institute, Hinxton, United Kingdom Address for correspondence and reprints: Dr. Chris Tyler-Smith, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambs. CB10 1SA, United Kingdom. E-mail: cts/at/sanger.ac.uk; or Dr. Barbara Arredi, Istituto di Medicina Legale, Università Cattolica, largo F. Vito, 1 00168 Rome, Italy. E-mail: b_arredi/at/libero.it *Present affiliation: The Wellcome Trust Centre for Human Genetics, Oxford, United Kingdom. Received March 19, 2004; Accepted June 7, 2004. This article has been cited by other articles in PMC.Abstract We have typed 275 men from five populations in Algeria, Tunisia, and Egypt with a set of 119 binary markers and 15 microsatellites from the Y chromosome, and we have analyzed the results together with published data from Moroccan populations. North African Y-chromosomal diversity is geographically structured and fits the pattern expected under an isolation-by-distance model. Autocorrelation analyses reveal an east-west cline of genetic variation that extends into the Middle East and is compatible with a hypothesis of demic expansion. This expansion must have involved relatively small numbers of Y chromosomes to account for the reduction in gene diversity towards the West that accompanied the frequency increase of Y haplogroup E3b2, but gene flow must have been maintained to explain the observed pattern of isolation-by-distance. Since the estimates of the times to the most recent common ancestor (TMRCAs) of the most common haplogroups are quite recent, we suggest that the North African pattern of Y-chromosomal variation is largely of Neolithic origin. Thus, we propose that the Neolithic transition in this part of the world was accompanied by demic diffusion of Afro-Asiatic–speaking pastoralists from the Middle East. Many studies of African genetic diversity have concentrated on sub-Saharan and northeastern Africa, the most likely source region and corridor to the rest of the world (Tishkoff and Williams 2002). North Africa, however, may have followed a distinct evolutionary direction and requires further investigation. Genetic studies of this area, performed using classical markers, have revealed an agreement between genetic and geographic distances (Cavalli-Sforza et al. 1994) and a predominantly east-west structure to the genetic variation (Bosch et al. 1997). A compilation of 185 mtDNAs sampled across North Africa showed (1) that about half of the lineages belonged to the L haplogroups otherwise observed mainly in sub-Saharan Africa and (2) that most of the rest fell into haplogroup U6 (Salas et al. 2002), which perhaps originated in the Near East and spread into North Africa ~30 thousand years (KY) ago (KYA) (Maca-Meyer et al. 2003). Y-chromosomal studies are potentially highly informative about the origin of male-specific lineages, because of the detailed haplotypes that can be obtained and their high geographical specificity (Jobling and Tyler-Smith 2003), but previous studies have been restricted to limited regions of North Africa (Bosch et al. 1999, 2001; Flores et al. 2001; Manni et al. 2002; Luis et al. 2004). Together, these genetic analyses highlighted the similarity between northeastern Africa and the Middle East and the clear genetic differentiation between northwestern Africa and both sub-Saharan Africa and Europe, including Iberia. The Sahara and Mediterranean, despite the narrow width of the Strait of Gibraltar, seem to have acted as effective long-term barriers to Y-chromosomal gene flow. To provide a more complete description of the North African pattern of Y-chromosomal variation, we have analyzed five additional populations: Algerian Arabs, Algerian Berbers, Tunisians, and North and South Egyptians (table 1). Binary polymorphisms (Underhill et al. 2000), including 12f2 (Casanova et al. 1985), were typed in the hierarchical fashion described elsewhere (Rosser et al. 2000; Paracchini et al. 2002), allowing the allelic states at 119 markers defining 117 haplogroups to be measured or inferred from the Y phylogeny (fig. 1A
First, as shown in fig. 1B, Second, just two haplogroups predominate within North Africa, together making up almost two-thirds of the male lineages: E3b2 and J* (42% and 20%, respectively). E3b2 is rare outside North Africa (Cruciani et al. 2004; Semino et al. 2004 and references therein), and is otherwise known only from Mali, Niger, and Sudan to the immediate south, and the Near East and Southern Europe at very low frequencies. Haplogroup J reaches its highest frequencies in the Middle East (Semino et al. 2004 and references therein), whereas the J-276 lineage (equivalent to J* here) is most frequent in Palestinian Arabs and Bedouins. Lineages can rise to high frequency because of biological selection, social selection, and/or neutral drift. There is a suggestion that weak negative selection due to partial deletion of genes needed for spermatogenesis could act on both E3b2 and J (Repping et al. 2003), but this would tend to decrease their frequency, and there is no evidence for positive selection. It therefore seems likely that their increase was due to drift despite any negative selection, implying that male effective population size has been small. Indeed, gene diversity values increase along a latitudinal axis from west to east (fig. 2
Third, there is strong geographical structure to the Y-chromosomal variation within the region. There is a high and significant correlation observed between genetic and geographical distances (r=0.55, P<.0005). Multidimensional scaling (MDS) analysis of genetic distances (Slatkin 1995) based on pairwise ΦST estimates (calculated using the program Arlequin) between 17 of the samples in fig. 1B
Fourth, the time depth associated with the most common Y-chromosomal haplogroups in North Africa is shallow. Y-STR data (15 loci) were obtained for 256 Y chromosomes and revealed 201 different haplotypes (table A3 [online only]). Of these, only 16 were observed in more than one individual, but two were particularly frequent: one was present in 24 chromosomes from the Algerian Arab, Tunisian, and northern Egyptian populations, belonging, with one exception, to haplogroup E3b2*(xE3b2a); the second haplotype (observed in nine Tunisians) was associated with haplogroup J*. STR variability was used to estimate the TMRCA of North African chromosomes from individual haplogroups using the program BATWING (Wilson and Balding 1998), using either 15 loci (table A4 [online only]) or, to incorporate the Moroccan data (Bosch et al. 2001), 8 loci (table 2). The TMRCA of haplogroup E3b2 was estimated to be ~4.2 KY (95% CI 2.8–6.0 KY), using the mutation rate measured in father-son pairs (Kayser et al. 2000) and assuming 30 years per generation, or 6.9 (5.9–8.2) KY using the deduced “effective” mutation rate calibrated by historical events (Zhivotovsky et al. 2004) (table 2). The times for haplogroup J, the second-most-common haplogroup observed in North Africa (6.8 KY, 95% CI 4.4–11.1 KY; or 7.9 KY, 95% CI 6.6–9.1 KY) were also quite recent (table 2), supporting the idea of a recent demographic event. A network (Bandelt et al. 1999) of the E3b2*(xE3b2a) chromosomes, calculated using the program NETWORK, based on eight loci, showed a widespread high-frequency central haplotype (32%) and a starlike structure (fig. (fig.A1A1
Which historical or prehistorical demographic processes could explain the characteristics of the variation of Y-chromosomal lineages in North Africa? The current physical barriers, the Mediterranean Sea to the north and Sahara Desert to the south, could have provided genetic barriers leading to the separate evolutionary paths of the regions, although for the Sahara, episodes of more favorable climatic conditions could have relaxed this barrier at times, particularly during some intervals between ~10 KYA and ~5 KYA (Muzzolini 1993). There is no evident reason why it should have acted as a strong genetic barrier at such times, so, if there was substantial gene flow, the genetic differentiation between North and sub-Saharan Africa may postdate this period. A clinal pattern of haplogroup variation like the one we observe can be expected from an east-to-west population expansion, and the finding of lower E3b2 STR variation in the west than in central North Africa (table A2 [online only]), accompanied by a substantial increase in frequency of this haplogroup, is most readily explained by expansion into virtually uninhabited terrain by populations experiencing increasing drift (Barbujani et al. 1994). The current distributions of the haplogroups can suggest geographical origins, and their TMRCAs provide some constraints on the times of their spread. The M35 lineage (see the phylogeny in fig. 1A Early Neolithic sites are documented in the eastern part of North Africa and later ones in the west, which would be compatible with an east-to-west movement at this time, and this is also the case for the Arab expansion. Historical records of the Arab conquest, however, suggest that its demographic impact must have been limited (McEvedy 1980). In addition, genetic evidence shows that E3b2 is rare in the Middle East (Semino et al. 2004), making the Arabs an unlikely source for this frequent North African lineage. Parallel analyses between North Africa and Southern Europe have revealed strikingly similar patterns of Y chromosome variation which would support a scenario in which the Neolithic expansion, originating in the Middle East branched into two flows separated by the geographical barrier of the Mediterranean Sea. Indeed, as in North Africa, Y-chromosome variability in Southern Europe is clinal, gene diversity decreases from east to west, and genetic distances between North Africa and Southern Europe increase in a regular fashion from the Middle East toward the west (results not shown). Under the hypothesis of a Neolithic demic expansion from the Middle East, the likely origin of E3b in East Africa could indicate either a local contribution to the North African Neolithic transition (Barker 2003) or an earlier migration into the Fertile Crescent, preceding the expansion back into Africa. In conclusion, we propose that the Y-chromosomal genetic structure observed in North Africa is mainly the result of an expansion of early food-producing societies. Moreover, following Arioti and Oxby (1997), we speculate that the economy of those societies relied initially more on herding than on agriculture, because pastoral economies probably supported lower numbers of individuals, thus favoring genetic drift, and showed more mobility than agriculturalists, thus allowing gene flow. Some authors believe that languages families are unlikely to be >10 KY old and that their diffusion was associated with the diffusion of agriculture (Diamond and Bellwood 2003). Since most of the languages spoken in North Africa and in nearby parts of Asia belong to the Afro-Asiatic family (Ruhlen 1991), this expansion could have involved people speaking a proto–Afro-Asiatic language. These people could have carried, among others, the E3b and J lineages, after which the M81 mutation arose within North Africa and expanded along with the Neolithic population into an environment containing few humans. Acknowledgments We thank the donors of the DNA samples, for making this work possible, and Guido Barbujani, Jaume Bertranpetit, Giovanni Destro-Bisol, Matthieu Honegger, Matt E. Hurles, Mark A. Jobling, Vincenzo Mandarino, Alicia Sanchez-Mazas, and Francesco Vecchi, for useful discussions and comments on the manuscript. B.A. was supported by a Ph.D. fellowship from the Università Cattolica del Sacro Cuore di Roma, E.S.P. was supported by Swiss National Science Foundation grant 39-59375.99, V.L.P. was supported by grant PRIN-MIUR 2002 N.2002063871 from the Progetti Rilevanza Nazionale–Ministero dell'Istruzione, dell'Università e della Ricerca, A.N. was supported by grant PRIN-MIUR 2002, and C.T.-S. was supported by The Wellcome Trust. Appendix: Supplementary Material
Table A1 SNP Haplogroup Frequencies in the Five North African Population Samples and Other Published Samples
bNomenclature reported in figure 1 cThese are E3b2*(xE3b2a) haplogroups that were not further resolved (marker M165 not tested). dThese are J2*(xJ2b-J2f) haplogroups that were not further resolved (marker M47 not tested). eThese are F*(xH,I,J,K) haplogroups that were not further resolved (marker 12f2 not tested). Table A2 Gene Diversity in the Five North African Samples and Other Published Samples, on the Basis of Y-Chromosomal SNPs and STRs
bBased on SNP-haplogroup frequencies. cBased on eight-STR-haplotype frequencies. dBased on 15-STR-haplotypes frequencies. eFifty-five out of 56 E3b2 chromosomes were fully STR-typed. fTwenty-two out of 23 E3b2 chromosomes were fully STR-typed. gTen out of 41 E3b2 chromosomes were fully STR-typed. hAverage of variances in repeat numbers over eight STR loci. iEstimated as the average of pairwise sums (over eight STR loci) of squared single-step differences between alleles. Table A3 Frequencies of Y-Chromosome Haplotypes (15 STRs) in Tunisians, Algerians, and Egyptians
Table A4 TMRCA Estimates (in KYA) and 95% CIs of Y-Chromosomal Lineages in North Africa[Note]
Note.— Estimates are based on the 15 STRs in the five North African samples of the present study. aThe two parameters describing the population growth (alpha and beta) have been set as in footnote a of table 2, by use of the same microsatellite mutation rates as in that footnote. Electronic-Database Information Accession numbers and URLs for data presented herein are as follows: AIDA: Autocorrelation Indices for DNA Analysis, http://web.unife.it/progetti/genetica/Giorgio/giorgio_soft.html. Arlequin, http://lgb.unige.ch/arlequin/ (for population genetics software package). Fluxus Engineering, http://www.fluxus-engineering.com/sharenet.htm (for NETWORK 3.1.1.1 phylogenetic network analysis software). Ian Wilson’s download page, http://www.maths.abdn.ac.uk/~ijw/downloads/download.htm (for BATWING program). Y Chromosome Consortium, http://ycc.biosci.arizona.edu/nomenclature_system/frontpage.html. References Arioti M, Oxby C (1997) From hunter-fisher-gathering to herder-hunter-fisher-gathering in prehistoric times (Saharo-Sudanese region). Nomadic Peoples (New Ser) 1:98–119. Ayub Q, Mohyuddin A, Qamar R, Mazhar K, Zerjal T, Mehdi SQ, Tyler-Smith C (2000) Identification and characterisation of novel human Y-chromosomal microsatellites from sequence database information. Nucleic Acids Res 28:e8 [PubMed] doi: 10.1093/nar/28.2.e8. Bandelt HJ, Forster P, Röhl A (1999) Median-joining networks for inferring intraspecific phylogenies. Mol Biol Evol 16:37–48 [PubMed] Barbujani G, Pilastro A, De Domenico S, Renfrew C (1994) Genetic variation in North Africa and Eurasia: Neolithic demic diffusion vs. Paleolithic colonisation. Am J Phys Anthropol 95:137–154 [PubMed] Barker G (2003) Transitions to farming and pastoralism in North Africa. In: Bellwood P, Renfrew C (eds) Examining the farming/language dispersal hypothesis. McDonald Institute for Archaeological Research, Cambridge, United Kingdom, pp 151–161. Bertorelle G, Barbujani G (1995) Analysis of DNA diversity by spatial autocorrelation. Genetics 140:811–819 [PubMed] Bosch E, Calafell F, Comas D, Oefner PJ, Underhill PA, Bertranpetit J (2001) High-resolution analysis of human Y-chromosome variation shows a sharp discontinuity and limited gene flow between northwestern Africa and the Iberian Peninsula. Am J Hum Genet 68:1019–1029 [PubMed] Bosch E, Calafell F, Perez-Lezaun A, Comas D, Mateu E, Bertranpetit J (1997) Population history of North Africa: evidence from classical genetic markers. Hum Biol 69:295–311 [PubMed] Bosch E, Calafell F, Santos FR, Perez-Lezaun A, Comas D, Benchemsi N, Tyler-Smith C, Bertranpetit J (1999) Variation in short tandem repeats is deeply structured by genetic background on the human Y chromosome. Am J Hum Genet 65:1623–1638 [PubMed] Casanova M, Leroy P, Boucekkine C, Weissenbach J, Bishop C, Fellous M, Purrello M, Fiori G, Siniscalco M (1985) A human Y-linked DNA polymorphism and its potential for estimating genetic and evolutionary distance. Science 230:1403–1406 [PubMed] Cavalli-Sforza LL, Menozzi P, Piazza A (1994) The history and geography of human genes. Princeton University Press, Princeton, NJ. Cruciani F, La Fratta R, Santolamazza P, Sellitto D, Pascone R, Moral P, Watson E, Guida V, Colomb EB, Zaharova B, Lavinha J, Vona G, Aman R, Calì F, Akar N, Richards M, Torroni A, Novelletto A, Scozzari R (2004) Phylogeographic analysis of haplogroup E3b (E-M215) Y chromosomes reveals multiple migratory events within and out of Africa. Am J Hum Genet 74:1014–1022 [PubMed] Cruciani F, Santolamazza P, Shen P, Macaulay V, Moral P, Olckers A, Modiano D, Holmes S, Destro-Bisol G, Coia V, Wallace DC, Oefner PJ, Torroni A, Cavalli-Sforza LL, Scozzari R, Underhill PA (2002) A back migration from Asia to sub-Saharan Africa is supported by high-resolution analysis of human Y-chromosome haplotypes. Am J Hum Genet 70:1197–1214 [PubMed] Diamond J, Bellwood P (2003) Farmers and their languages: the first expansions. Science 300:597–603 [PubMed] doi: 10.1126/science.1078208. Flores C, Maca-Meyer N, Pérez JA, Hernández M, Cabrera VM (2001) Y-chromosome differentiation in Northwest Africa. Hum Biol 73:513–524 [PubMed] Jobling MA, Tyler-Smith C (2003) The human Y chromosome: an evolutionary marker comes of age. Nat Rev Genet 4:598–612 [PubMed] doi: 10.1038/nrg1124. Kayser M, Roewer L, Hedman M, Henke L, Henke J, Brauer S, Kruger C, Krawczak M, Nagy M, Dobosz T, Szibor R, de Knijff P, Stoneking M, Sajantila A (2000) Characteristics and frequency of germline mutations at microsatellite loci from the human Y chromosome, as revealed by direct observation in father/son pairs. Am J Hum Genet 66:1580–1588 [PubMed] Luis JR, Rowold DJ, Regueiro M, Caeiro B, Cinnioglu C, Roseman C, Underhill PA, Cavalli-Sforza LL, Herrera RJ (2004) The Levant versus the Horn of Africa: evidence for bidirectional corridors of human migrations. Am J Hum Genet 74:532–544 [PubMed] Maca-Meyer N, González AM, Pestano J, Flores C, Larruga JM, Cabrera VM (2003) Mitochondrial DNA transit between West Asia and North Africa inferred from U6 phylogeography. BMC Genet 4:15 [PubMed] doi: 10.1186/1471-2156-4-15. Manni F, Leonardi P, Barakat A, Rouba H, Heyer E, Klintschar M, McElreavey K, Quintana-Murci L (2002) Y-chromosome analysis in Egypt suggests a genetic regional continuity in Northeastern Africa. Hum Biol 74:645–658 [PubMed] McEvedy C (1980) The Penguin atlas of African history. Penguin Books, New York. Muzzolini A (1993) The emergence of a food-producing economy in the Sahara. In: Shaw T, Sinclair P, Andah B, Okpoko A (eds) The archaeology of Africa: food, metals and towns. Routledge, London, pp 227–239. Paracchini S, Arredi B, Chalk R, Tyler-Smith C (2002) Hierarchical high-throughput SNP genotyping of the human Y chromosome using MALDI-TOF mass spectrometry. Nucleic Acids Res 30:e27 [PubMed] doi: 10.1093/nar/30.6.e27. Repping S, Skaletsky H, Brown L, van Daalen SK, Korver CM, Pyntikova T, Kuroda-Kawaguchi T, de Vries JW, Oates RD, Silber S, van der Veen F, Page DC, Rozen S (2003) Polymorphism for a 1.6-Mb deletion of the human Y chromosome persists through balance between recurrent mutation and haploid selection. Nat Genet 35:247–251 [PubMed] doi: 10.1038/ng1250. Rosser ZH, Zerjal T, Hurles ME, Adojaan M, Alavantic D, Amorim A, Amos W, et al. (2000) Y-chromosomal diversity in Europe is clinal and influenced primarily by geography, rather than by language. Am J Hum Genet 67:1526–1543 [PubMed] Ruhlen M (1991) A Guide to the World’s Languages. Vol 1. Edward Arnold, London. Salas A, Richards M, De la Fe T, Lareu MV, Sobrino B, Sánchez-Diz P, Macaulay V, Carracedo A (2002) The making of the African mtDNA landscape. Am J Hum Genet 71:1082–1111 [PubMed] Semino O, Magri C, Benuzzi G, Lin AA, Al-Zahery N, Battaglia V, Maccioni L, Triantaphyllidis C, Shen P, Oefner PJ, Zhivotovsky LA, King R, Torroni A, Cavalli-Sforza LL, Underhill PA, Santachiara-Benerecetti AS (2004) Origin, diffusion, and differentiation of Y-chromosome haplogroups E and J: inferences on the Neolithization of Europe and later migratory events in the Mediterranean area. Am J Hum Genet 74:1023–1034 [PubMed] Semino O, Passarino G, Oefner PJ, Lin AA, Arbuzova S, Beckman LE, De Benedictis G, Francalacci P, Kouvatsi A, Limborska S, Marcikiae M, Mika A, Mika B, Primorac D, Santachiara-Benerecetti AS, Cavalli-Sforza LL, Underhill PA (2000) The genetic legacy of Paleolithic Homo sapiens sapiens in extant Europeans: a Y chromosome perspective. Science 290:1155–1159 [PubMed] doi: 10.1126/science.290.5494.1155. Slatkin M (1995) A measure of population subdivision based on microsatellite allele frequencies. Genetics 139:457–462 [PubMed] Sokal RR, Oden NL (1978) Spatial autocorrelation in biology. Biol J Linn Soc Lond 10:199–249. Thomas MG, Bradman N, Flinn HM (1999) High throughput analysis of 10 microsatellite and 11 diallelic polymorphisms on the human Y-chromosome. Hum Genet 105:577–581 [PubMed] doi: 10.1007/s004390051148. Tishkoff SA, Williams SM (2002) Genetic analysis of African populations: human evolution and complex disease. Nat Rev Genet 3:611–621 [PubMed] Underhill PA, Shen P, Lin AA, Jin L, Passarino G, Yang WH, Kauffman E, Bonne-Tamir B, Bertranpetit J, Francalacci P, Ibrahim M, Jenkins T, Kidd JR, Mehdi SQ, Seielstad MT, Wells RS, Piazza A, Davis RW, Feldman MW, Cavalli-Sforza LL, Oefner PJ (2000) Y chromosome sequence variation and the history of human populations. Nat Genet 26:358–361 [PubMed] doi: 10.1038/81685. Weale ME, Yepiskoposyan L, Jager RF, Hovhannisyan N, Khudoyan A, Burbage-Hall O, Bradman N, Thomas MG (2001) Armenian Y chromosome haplotypes reveal strong regional structure within a single ethno-national group. Hum Genet 109:659–674 [PubMed] doi: 10.1007/s00439-001-0627-9. Wilson IJ, Balding DJ (1998) Genealogical inference from microsatellite data. Genetics 150:499–510 [PubMed] Y Chromosome Consortium (2002) A nomenclature system for the tree of human Y-chromosomal binary haplogroups. Genome Res 12:339–348 [PubMed] doi: 10.1101/gr.217602. Zhivotovsky LA, Underhill PA, Cinnioglu C, Kayser M, Morar B, Kivisild T, Scozzari R, Cruciani F, Destro-Bisol G, Spedini G, Chambers GK, Herrera RJ, Yong KK, Gresham D, Tournev I, Feldman MW, Kalaydjieva L (2004) The effective mutation rate at Y chromosome short tandem repeats, with application to human population-divergence time. Am J Hum Genet 74:50–61 [PubMed] |
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Nat Rev Genet. 2002 Aug; 3(8):611-21.
[Nat Rev Genet. 2002]Hum Biol. 1997 Jun; 69(3):295-311.
[Hum Biol. 1997]Am J Hum Genet. 2002 Nov; 71(5):1082-111.
[Am J Hum Genet. 2002]BMC Genet. 2003 Oct 16; 4():15.
[BMC Genet. 2003]Nat Rev Genet. 2003 Aug; 4(8):598-612.
[Nat Rev Genet. 2003]Nat Genet. 2000 Nov; 26(3):358-61.
[Nat Genet. 2000]Science. 1985 Dec 20; 230(4732):1403-6.
[Science. 1985]Am J Hum Genet. 2000 Dec; 67(6):1526-43.
[Am J Hum Genet. 2000]Nucleic Acids Res. 2002 Mar 15; 30(6):e27.
[Nucleic Acids Res. 2002]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Nat Genet. 2000 Nov; 26(3):358-61.
[Nat Genet. 2000]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Am J Hum Genet. 2002 May; 70(5):1197-214.
[Am J Hum Genet. 2002]Am J Hum Genet. 2004 May; 74(5):1014-22.
[Am J Hum Genet. 2004]Am J Hum Genet. 2004 May; 74(5):1023-34.
[Am J Hum Genet. 2004]Nat Genet. 2003 Nov; 35(3):247-51.
[Nat Genet. 2003]Genetics. 1995 Jan; 139(1):457-62.
[Genetics. 1995]Genetics. 1995 Jun; 140(2):811-9.
[Genetics. 1995]Hum Genet. 1999 Dec; 105(6):577-81.
[Hum Genet. 1999]Nucleic Acids Res. 2000 Jan 15; 28(2):e8.
[Nucleic Acids Res. 2000]Genetics. 1998 Sep; 150(1):499-510.
[Genetics. 1998]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Am J Hum Genet. 2000 May; 66(5):1580-8.
[Am J Hum Genet. 2000]Am J Hum Genet. 2004 Jan; 74(1):50-61.
[Am J Hum Genet. 2004]Mol Biol Evol. 1999 Jan; 16(1):37-48.
[Mol Biol Evol. 1999]Am J Phys Anthropol. 1994 Oct; 95(2):137-54.
[Am J Phys Anthropol. 1994]Am J Hum Genet. 2004 May; 74(5):1014-22.
[Am J Hum Genet. 2004]Am J Hum Genet. 2004 May; 74(5):1023-34.
[Am J Hum Genet. 2004]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Am J Hum Genet. 2004 May; 74(5):1023-34.
[Am J Hum Genet. 2004]Science. 2003 Apr 25; 300(5619):597-603.
[Science. 2003]Am J Hum Genet. 2004 Jan; 74(1):50-61.
[Am J Hum Genet. 2004]Nat Genet. 2000 Nov; 26(3):358-61.
[Nat Genet. 2000]Genome Res. 2002 Feb; 12(2):339-48.
[Genome Res. 2002]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Am J Hum Genet. 2002 May; 70(5):1197-214.
[Am J Hum Genet. 2002]Am J Hum Genet. 2001 Apr; 68(4):1019-29.
[Am J Hum Genet. 2001]Hum Genet. 2001 Dec; 109(6):659-74.
[Hum Genet. 2001]Am J Hum Genet. 2004 Jan; 74(1):50-61.
[Am J Hum Genet. 2004]