Abstract
Eight Alu sequences (ACE, TPA25, PV92, APO, FXIIIB, D1, A25 and B65) were analyzed in two samples from Navarre and Guipúzcoa provinces (Basque Country, Spain). Alu data for other European, Caucasus and North African populations were compiled from the literature for comparison purposes to assess the genetic relationships of the Basques in a broader geographic context. Results of both MDS plot and AMOVA revealed spatial heterogeneity among these three population clusters clearly defined by geography. On the contrary, no substantial genetic heterogeneity was found between the Basque samples, or between Basques and other Europeans (excluding Caucasus populations). Moreover, the genetic information obtained from Alu data conflicts with hypotheses linking the origin of Basques with populations from North Africa (Berbers) or from the Caucasus region (Georgia). In order to explain the reduced genetic heterogeneity detected by Alu insertions among Basque subpopulations, values of the Wright’s FST statistic were estimated for both Alu markers and a set of short tandem repeats (STRs) in terms of two geographical scales: (1) the Basque Country, (2) Europe (including Basques). In the Basque area, estimates of Wahlund’s effect for both genetic markers showed no statistical difference between Basque subpopulations. However, when this analysis was performed on a European scale, FST values were significantly higher for Alu insertions than for STR alleles. From these results, we suggest that the spatial heterogeneity of the Basque gene pool identified in previous polymorphism studies is relatively recent and probably caused by a differential process of genetic admixture with non-Basque neighboring populations modulated by the effect of a linguistic barrier to random mating.
Similar content being viewed by others

Log in or create a free account to read this content
Gain free access to this article, as well as selected content from this journal and more on nature.com
or
References
Aguirre AI, Vicario A, Mazón LI, Estomba A, de Pancorbo MM, Arrieta-Pico V, Pérez-Elortondo F, Lostao CM (1991) Are the Basques a single and unique population? Am J Hum Genet 49:450–458
Alfonso-Sánchez MA, Peña JA, Aresti U, Calderón R (2001) An insight into recent consanguinity within the Basque area in Spain. Effects of autochthony, industrialization and demographic changes. Ann Hum Biol 28:505–521
Alfonso-Sánchez MA, Aresti U, Peña JA, Calderón R (2005) Inbreeding levels and consanguinity structure in the Basque province of Guipúzcoa (1862–1980). Am J Phys Anthropol 127:240–252
Alfonso-Sánchez MA, Martínez-Bouzas C, Castro A, Peña JA, Fernández-Fernández I, Herrera RJ, de Pancorbo MM (2006) Sequence polymorphisms of the mtDNA control region in a human isolate: the Georgians from Swanetia. J Hum Genet 51:429–439
Arnaiz-Villena A, Martinez-Laso J, Gomez-Casado E, Diaz-Campos N, Santos P, Martinho A, Breda-Coimbra H (1997) Relatedness among Basques, Portuguese, Spaniards, and Algerians studied by HLA allelic frequencies and haplotypes. Immunogenetics 47:37–43
Barbujani G (1997) DNA variation and language affinities. Am J Hum Genet 61:1011–1014
Barbujani G, Sokal RR (1990) Zones of abrupt genetic change in Europe are also linguistic boundaries. Proc Natl Acad Sci USA 87:1816–1819
Batzer MA, Deininger PL (2002) Alu repeats and human genomic diversity. Nature 3:370–379
Batzer MA, Stoneking M, Alegria-Hartman M, Bazan H, Kass DH, Shaikh TH, Novick GE, Ioannou PA, Scheer WD, Herrera RJ, Deininger PL (1994) African origin of human specific polymorphic Alu insertions. Proc Natl Acad Sci USA 91:12288–12292
Batzer MA, Arcot SS, Phinney JW, Alegria-Hartman M, Kass DH, Milligan SM, Kimpton C, Gill P, Hochmeister M, Ioannou PA, Herrera RJ, Boudreau DA, Scheer WD, Keats BJ, Deininger PL, Stoneking M (1996) Genetic variation of recent Alu insertions in human populations. J Mol Evol 42:22–29
Bertorelle G, Bertranpetit J, Calafell F, Nasidze IS, Barbujani G (1995) Do Basque- and Caucasian-speaking populations share non-Indo-European ancestors? Eur J Hum Genet 3:256–263
Bosch E, Calafell F, Pérez-Lezaun A, Comas D, Mateu E, Bertranpetit J (1997) A population history of Northern Africa: Evidence from classical genetic markers. Hum Biol 69:295–311
Bosch E, Calafell F, Santos FR, Pérez-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
Bosch E, Calafell F, Pérez-Lezaun A, Clarimón J, Comas D, Mateu E, Martínez-Arias R, Morera B, Brakez Z, Akhayat O, Sefiani A, Hariti G, Cambon-Thomsen A, Bertranpetit J (2000) Genetic structure of North-West Africa revealed by STR analysis. Eur J Hum Genet 8:360–366
Boyd WC, Boyd LG (1937) New data on blood groups and other inherited factors in Europe and Egypt. Am J Phys Anthropol 23:49–70
Calafell F, Bertranpetit J (1994) Principal component analysis of gene frequencies and the origin of Basques. Am J Phys Anthropol 93:201–215
Calderón R, Vidales C, Peña JA, Pérez-Miranda A, Dugoujon JM (1998) Immunoglobulin allotypes (GM and KM) in Basques from Spain: Approach to the origin of the Basque population. Hum Biol 70:667–698
Cavalli-Sforza LL, Menozzi P, Piazza A (1994) The history and geography of human genes. Princeton University Press, Princeton
Chen J, Sokal RR, Ruhlen M (1995) Worldwide analysis of genetic and linguistic relationships of human populations. Hum Biol 67:595–612
Comas D, Calafell F, Mateu E, Pérez-Lezaun A, Bertranpetit J (1998) HLA evidence for the lack of genetic heterogeneity in Basques. Ann Hum Genet 62:123–132
Comas D, Calafell F, Benchemsi N, Helal A, Lefranc G, Stoneking M, Batzer M Bertranpetit J, Sajantila A (2000) Alu insertion polymorphisms in NW Africa and the Iberian Peninsula: Evidence for a strong genetic boundary through the Gibraltar Straits. Hum Genet 107:312–319
Comas D, Plaza S, Calafell F, Sajantila A, Bertranpetit J (2001) Recent insertion of an Alu element within a polymorphic human-specific Alu insertion. Mol Biol Evol 18:85–88
Comas D, Schmid H, Braeuer S, Flaiz C, Busquets A, Calafell F, Bertranpetit J, Scheil HG, Huckenbeck W, Efremovska L, Schmidt H (2004) Alu insertion polymorphisms in the Balkans and the origins of the Aromuns. Ann Hum Genet 68:120–127
Cordaux R, Jungnam L, Dinoso L, Batzer MA (2006) Recently integrated Alu retrotransposons are essentially neutral residents of the human genome. Gene 373:138–144
Etcheverry MA (1945) El factor rhesus en genetica e importancia clinica. Diagn Med 17:1237–1251
Excoffier L, Laval G, Schneider S (2005) Arlequin ver. 3.0: an integrated software package for population genetics data analysis. Evol Bioinf Online 1:47–50
Forster P, Rohl A, Lunnemann P, Brinkmann C, Zerjal T, Tyler-Smith C, Brinkmann B (2000) A short tandem repeat-based phylogeny for the human Y chromosome. Am J Hum Genet 67:182–196
Gamkrelidze T, Ivanov V (1990) The early history of Indo-European languages. Sci Am 262:110–116
García-Obregón S, Alfonso-Sánchez MA, Pérez-Miranda AM, Vidales C, Arroyo D, Peña JA (2006) Genetic position of Valencia (Spain) in the Mediterranean basin according to Alu insertions. Am J Hum Biol 18:187–195
Goedde HW, Hirth L, Benkmann HG, Pellicer A, Pellicer T, Stahn M, Singh S (1972) Population genetic studies of red cell enzyme polymorphisms in four Spanish populations. Hum Hered 22:552–560
Goedde HW, Hirth L, Benkmann HG, Pellicer A, Pellicer T, Stahn M, Singh S (1973) Population genetic studies of serum protein polymorphisms in four Spanish populations. Hum Hered 23:135–146
Guo SW, Thompson EA (1992) Performing the exact test of Hardy-Weinberg proportion for multiple alleles. Biometrics 48:361–372
Jorde L, Bamshad M, Watkins W, Zenger R, Fraley A, Krakowiak P, Carpenter K, Soodyall H, Jenkins T, Rogers A (1995) Origins and affinities of modern humans: A comparison of mitochondrial and nuclear data. Am J Hum Genet 57:523–538
Jorde L, Rogers A, Bamshad M, Watkins W, Krakowiak P, Sung S, Kere J, Harpending H (1997) Microsatellite diversity and the demographic history of modern humans. Proc Natl Acad Sci USA 94:3100–3103
Kidd KK, Kidd JR, Pakstis AJ, Bonné-Tamir B, Grigorenko E (2000) Nuclear genetic variation of European populations in a global context. In: Renfrew C, Boyle K (eds) Archaeogenetics: DNA and the population prehistory of Europe. The McDonald Institute for Archaeological Research, Cambridge, pp 109–117
Kruskal JB (1964) Nonmetric multidimensional scaling: a numerical method. Psychometrika 29:115–129
Lalouel JM (1973) Topology of population structure. In: NE Morton (ed) Genetic structure of populations. University of Hawaii Press, Honolulu, pp 139–149
Lell JT, Wallace DC (2000) The peopling of Europe from the maternal and paternal perspectives. Am J Hum Genet 67:1376–1381
Levine MH, Von Hagen V, Ruffié J, Darrasse H (1977) A hematological approach to basque isolation in two french Basque villages. Ann NY Acad Sci 293:185–193
Liu K, Muse S (2004) PowerMarker: New genetic data analysis software. Version 3.0. Free program distributed by the author over the internet from http://www.powermarker.net
Lucotte G, Hazout S (1996) Y-chromosome DNA haplotypes in Basques. J Mol Evol 42:472–475
Maca-Meyer N, Villar J, Pérez-Méndez L, Cabrera de León A, Flores C (2004) A tale of aborigines, conquerors and slaves: Alu insertion polymorphisms and the peopling of Canary Islands. Ann Hum Genet 68:600–605
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
Nasidze I, Risch GM, Robichaux M, Sherry ST, Batzer MA, Stoneking M (2001) Alu insertion polymorphisms and the genetic structure of human populations from the Caucasus. Eur J Hum Genet 9:267–272
de Pancorbo MM, López-Martinez M, Martinez-Bouzas C, Castro A, Fernández-Fernández I, Antúnez de Mayolo G, Antúnez de Manolo A, Antúnez de Manolo P, Rowold DJ, Herrera RJ (2001) The Basques according to polymorphic Alu insertions. Hum Genet 109:224–233
Peña JA, Morales B, Calderón R (1997) New method for comparing levels of microdifferentiation: application to migration matrices of two populations from the Basque Country (Spain). Hum Biol 69:329–344
Peña JA, Calderón R, Pérez-Miranda A, Vidales C, Dugoujon JM, Carrión M, Crouau-Roy B (2002) Microsatellite DNA markers from HLA region (D6S105, D6S265 and TNFa) in autochthonous Basques from Northern Navarre (Spain). Ann Hum Biol 29:176–191
Peña JA, García-Obregón S, Pérez-Miranda AM, De Pancorbo MM, Alfonso-Sánchez MA (2006) Gene flow in the Iberian Peninsula determined from Y-chromosome STR loci. Am J Hum Biol 18:532–539
Pérez-Miranda AM, Alfonso-Sánchez MA, Peña JA, Calderón R (2003) HLA-DQA1 polymorphism in autochthonous Basques from Navarre (Spain): Genetic position within European and Mediterranean scopes. Tissue Antigens 61:465–474
Pérez-Miranda AM, Alfonso-Sánchez MA, Vidales C, Calderón R, Peña JA (2004) Genetic polymorphism and linkage disequilibrium of the HLA-DP region in Basques from Navarre (Spain). Tissue Antigens 64:264–275
Pérez-Miranda AM, Alfonso-Sánchez MA, Kalantar A, García-Obregón S, de Pancorbo MM, Peña JA, Herrera RJ (2005) Microsatellite data support subpopulation structuring among Basques. J Hum Genet 50:403–414
Renfrew C (1991) Before Babel, speculations on the origins of linguistic diversity. Cambridge Archaeol J 1:3–23
Reynolds J, Weir BS, Cockerman CC (1983) Estimation of the coancestry coefficient: bases for a short term genetic distance. Genetics 105:767–779
Richards M (2003) The neolithic invasion of Europe. Annu Rev Anthropol 32:135–162
Romualdi C, Balding D, Nasidze IS, Risch G, Robichaux M, Sherry ST, Stoneking M, Batzer MA, Barbujani G (2002) Patterns of human diversity, within and among continents, inferred from biallelic DNA polymorphisms. Genome Res 12:602–612
Ruhlen M (1991) A guide to the world’s languages (2nd edn). Stanford University Press, Stanford
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
Simoni L, Gueresi P, Pettener D, Barbujani G (1999) Patterns of gene flow inferred from genetic distances in the Mediterranean region. Hum Biol 71:399–415
Sokal RR, Rohlf FJ (1997) Biometry. The principles and practice of statistics in biological research, 3rd edn. WH Freeman, New York
Stoneking M, Fontius J, Clifford S, Soodyall H, Arcot S, Saha N, Jenkins T, Tahir M, Deininger P, Batzer MA (1997) Alu insertion polymorphisms and human evolution: Evidence for a larger population size in Africa. Genome Res 7:1061–1071
Torroni A, Bandelt HJ, D’Urbano L, Lahermo P, Moral P, Sellitto D, Rengo C, Forster P, Savontaus ML, Bonné-Tamir B, Scozzari R (1998) MtDNA analysis reveals a major late paleolithic population expansion from southwestern to northeastern Europe. Am J Hum Genet 62:1137–1152
Torroni A, Bandelt HJ, Macaulay V, Richards M, Cruciani F, Rengo C, Martinez-Cabrera V, Villems R, Kivisild T, Metspalu E, Parik J, Tolk HV, Tambets K, Forster P, Karger B, Francalacci P, Rudan P, Janicijevic B, Rickards O, Savontaus ML, Huoponen K, Laitinen V, Koivumaki S, Sykes B, Hickey E, Novelletto A, Moral P, Sellitto D, Coppa A, Al-Zaheri N, Santachiara-Benerecetti AS, Semino O, Scozzari R (2001) A signal from human mtDNA of postglacial recolonization in Europe. Am J Hum Genet 69:844–852
Watkins WS, Ricker CE, Bamshad MJ, Carroll ML, Nguyen SV, Batzer MA, Harpending HC, Rogers AR, Jorde LB (2001) Patterns of ancestral human diversity: an analysis of Alu-insertion and restriction-site polymorphisms. Am J Hum Genet 68:738–752
Watkins WS, Rogers AR, Ostler CT, Wooding S, Bamshad MJ, Brassington AE, Carroll ML, Nguyen SV, Walker JA, Prasad BVR, Reddy PG, Das PK, Batzer MA, Jorde LB (2003) Genetic variation among world populations: Inferences from 100 Alu insertion polymorphisms. Genome Res 13:1607–1618
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
Acknowledgments
This work was funded by the Ministerio de Ciencia y Tecnología (Spain), Grant BOS2002-01677, and by the Universidad del País Vasco/Euskal Herriko Unibertsitatea, Grant GIU 05/51. S. García-Obregón was supported by the ‘Programa de Formación de Investigadores’, Departamento de Educación, Universidades e Investigación (Basque Government). We are particularly grateful to all voluntary donors who cooperated generously to the development of this study.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
García-Obregón, S., Alfonso-Sánchez, M.A., Pérez-Miranda, A.M. et al. Polymorphic Alu insertions and the genetic structure of Iberian Basques. J Hum Genet 52, 317–327 (2007). https://doi.org/10.1007/s10038-007-0114-9
Received:
Accepted:
Published:
Issue date:
DOI: https://doi.org/10.1007/s10038-007-0114-9
Keywords
This article is cited by
-
Neolithic expansion and the 17q21.31 inversion in Iberia: an evolutionary approach to H2 haplotype distribution in the Near East and Europe
Molecular Genetics and Genomics (2023)
-
Tau haplotypes support the Asian ancestry of the Roma population settled in the Basque Country
Heredity (2018)
-
Questions asked and unasked: how by worrying less about the ‘really real’ philosophers of science might better contribute to debates about genetics and race
Synthese (2010)
-
The ins and outs of population relationships in west-Mediterranean islands: data from autosomal Alu polymorphisms and Alu/STR compound systems
Journal of Human Genetics (2007)