Abstract
A SNP in the gene encoding lactase (LCT) (C/T-13910) is associated with the ability to digest milk as adults (lactase persistence) in Europeans, but the genetic basis of lactase persistence in Africans was previously unknown. We conducted a genotype-phenotype association study in 470 Tanzanians, Kenyans and Sudanese and identified three SNPs (G/C-14010, T/G-13915 and C/G-13907) that are associated with lactase persistence and that have derived alleles that significantly enhance transcription from the LCT promoter in vitro. These SNPs originated on different haplotype backgrounds from the European C/T-13910 SNP and from each other. Genotyping across a 3-Mb region demonstrated haplotype homozygosity extending >2.0 Mb on chromosomes carrying C-14010, consistent with a selective sweep over the past ∼7,000 years. These data provide a marked example of convergent evolution due to strong selective pressure resulting from shared cultural traits—animal domestication and adult milk consumption.
This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
Towards the multileveled and processual conceptualisation of racialised individuals in biomedical research
Synthese Open Access 28 December 2022
-
Dissecting the loci underlying maturation timing in Atlantic salmon using haplotype and multi-SNP based association methods
Heredity Open Access 10 November 2022
-
Emergence and intensification of dairying in the Caucasus and Eurasian steppes
Nature Ecology & Evolution Open Access 07 April 2022
Access options
Subscribe to this journal
Receive 12 print issues and online access
$189.00 per year
only $15.75 per issue
Rent or buy this article
Get just this article for as long as you need it
$39.95
Prices may be subject to local taxes which are calculated during checkout







References
Swallow, D.M. Genetics of lactase persistence and lactose intolerance. Annu. Rev. Genet. 37, 197–219 (2003).
Hollox, E. & Swallow, D.M. in The Genetic Basis of Common Diseases (eds. King, R. A., Rotter, J.I. & Motulsky, A.G.) 250–265 (Oxford Univ. Press, Oxford, 2002).
Durham, W.H. Coevolution: Genes, Culture, and Human Diversity (Stanford University Press, Stanford, California, 1992).
Enattah, N.S. et al. Identification of a variant associated with adult-type hypolactasia. Nat. Genet. 30, 233–237 (2002).
Wang, Y. et al. The lactase persistence/non-persistence polymorphism is controlled by a cis-acting element. Hum. Mol. Genet. 4, 657–662 (1995).
Poulter, M. et al. The causal element for the lactase persistence/non-persistence polymorphism is located in a 1 Mb region of linkage disequilibrium in Europeans. Ann. Hum. Genet. 67, 298–311 (2003).
Hogenauer, C. et al. Evaluation of a new DNA test compared with the lactose hydrogen breath test for the diagnosis of lactase non-persistence. Eur. J. Gastroenterol. Hepatol. 17, 371–376 (2005).
Ridefelt, P. & Hakansson, L.D. Lactose intolerance: lactose tolerance test versus genotyping. Scand. J. Gastroenterol. 40, 822–826 (2005).
Kuokkanen, M. et al. Transcriptional regulation of the lactase-phlorizin hydrolase gene by polymorphisms associated with adult-type hypolactasia. Gut 52, 647–652 (2003).
Olds, L.C. & Sibley, E. Lactase persistence DNA variant enhances lactase promoter activity in vitro: functional role as a cis regulatory element. Hum. Mol. Genet. 12, 2333–2340 (2003).
Troelsen, J.T., Olsen, J., Moller, J. & Sjostrom, H. An upstream polymorphism associated with lactase persistence has increased enhancer activity. Gastroenterology 125, 1686–1694 (2003).
Lewinsky, R.H. et al. T-13910 DNA variant associated with lactase persistence interacts with Oct-1 and stimulates lactase promoter activity in vitro. Hum. Mol. Genet. 14, 3945–3953 (2005).
Hollox, E.J. et al. Lactase haplotype diversity in the Old World. Am. J. Hum. Genet. 68, 160–172 (2001).
Bersaglieri, T. et al. Genetic signatures of strong recent positive selection at the lactase gene. Am. J. Hum. Genet. 74, 1111–1120 (2004).
Myles, S. et al. Genetic evidence in support of a shared Eurasian-North African dairying origin. Hum. Genet. 117, 34–42 (2005).
The International HapMap Consortium. A haplotype map of the human genome. Nature 437, 1299–1320 (2005).
Voight, B.F., Kudaravalli, S., Wen, X. & Pritchard, J.K. A map of recent positive selection in the human genome. PLoS Biol. 4, e72 (2006).
Nielsen, R. et al. A scan for positively selected genes in the genomes of humans and chimpanzees. PLoS Biol. 3, e170 (2005).
Mulcare, C.A. et al. The T allele of a single-nucleotide polymorphism 13.9 kb upstream of the lactase gene (LCT) (C-13.9kbT) does not predict or cause the lactase-persistence phenotype in Africans. Am. J. Hum. Genet. 74, 1102–1110 (2004).
Coelho, M. et al. Microsatellite variation and evolution of human lactase persistence. Hum. Genet. 117, 329–339 (2005).
Arola, H. Diagnosis of hypolactasia and lactose malabsorption. Scand. J. Gastroenterol. Suppl. 202, 26–35 (1994).
Pritchard, J.K., Stephens, M., Rosenberg, N.A. & Donnelly, P. Association mapping in structured populations. Am. J. Hum. Genet. 67, 170–181 (2000).
Reed, F.A., Reeves, R.G. & Aquadro, C.F. Evidence of susceptibility and resistance to cryptic X-linked meiotic drive in natural populations of Drosophila melanogaster. Evolution Int. J. Org. Evolution 59, 1280–1291 (2005).
Cheung, V.G. et al. Mapping determinants of human gene expression by regional and genome-wide association. Nature 437, 1365–1369 (2005).
Maynard-Smith, J. & Haigh, J. The hitch-hiking effect of a favourable gene. Genet. Res. 23, 23–35 (1974).
Sabeti, P.C. et al. Detecting recent positive selection in the human genome from haplotype structure. Nature 419, 832–837 (2002).
Spencer, C.C. & Coop, G. SelSim: a program to simulate population genetic data with natural selection and recombination. Bioinformatics 20, 3673–3675 (2004).
Gifford-Gonzalez, D. in African Archeology (ed. Stahl, A.B.) 187–224 (Blackwell, London, 2005).
Ambrose, S. Chronology of the Later Stone Age and food production in East Africa. J. Arch. Sci. 25, 377–391 (1998).
Simoons, F.J. The geographic hypothesis and lactose malabsorption. A weighing of the evidence. Am. J. Dig. Dis. 23, 963–980 (1978).
Cook, G.C. Did persistence of intestinal lactase into adult life originate in the Arabian peninsula? Man 13, 418–427 (1978).
Reed, F.A. & Aquadro, C.F. Mutation, selection and the future of human evolution. Trends Genet. 22, 479–484 (2006).
Newman, J. The Peopling of Africa (Yale Univ. Press, New Haven and London, 1995).
Ehret, C. Memoire 8: Nairobi. in Culture History in the Southern Sudan (eds. Mack, J. & Robertshaw, P.) 19–48 (British Institute in Eastern Africa, Nairobi, Kenya, 1983).
Cavalli-Sforza, L.L., Piazza, A. & Menozzi, P. History and Geography of Human Genes (Princeton Univ. Press, Princeton, New Jersey, 1994).
Tishkoff, S.A. & Verrelli, B.C. Patterns of human genetic diversity: implications for human evolutionary history and disease. Annu. Rev. Genomics Hum. Genet. 4, 293–340 (2003).
Di Rienzo, A. & Hudson, R.R. An evolutionary framework for common diseases: the ancestral-susceptibility model. Trends Genet. 21, 596–601 (2005).
Tishkoff, S.A. et al. Haplotype diversity and linkage disequilibrium at human G6PD: recent origin of alleles that confer malarial resistance. Science 293, 455–462 (2001).
Wray, G.A. et al. The evolution of transcriptional regulation in eukaryotes. Mol. Biol. Evol. 20, 1377–1419 (2003).
Miller, S.A., Dykes, D.D. & Polesky, H.F. A simple salting out procedure for extracting DNA from human nucleated cells. Nucleic Acids Res. 16, 1215 (1988).
Whittaker, P., Bumpstead, S., Downes, K., Ghori, J. & Deloukas, P. in Cell Biology: a Laboratory Handbook (ed. Celis, J.) (Elsevier, Amsterdam, 2006).
Cochran, W.G. Some methods for strengthening the common chi-square test. Biometrics 10, 417–451 (1954).
Stouffer, S.A., Suchman, E.A., DeVinney, L.C., Star, S.A. & Williams, R.M. The American Soldier: Adjustment During Army Life Vol. 1 (Princeton Univ. Press, Princeton, New Jersey, 1949).
Scheet, P. & Stephens, M. A fast and flexible statistical model for large-scale population genotype data: applications to inferring missing genotypes and haplotypic phase. Am. J. Hum. Genet. 78, 629–644 (2006).
Pritchard, J.K., Seielstad, M.T., Perez-Lezaun, A. & Feldman, M.W. Population growth of human Y chromosomes: a study of Y chromosome microsatellites. Mol. Biol. Evol. 16, 1791–1798 (1999).
Wiuf, C. Recombination in human mitochondrial DNA? Genetics 159, 749–756 (2001).
Li, N. & Stephens, M. Modeling linkage disequilibrium and identifying recombination hotspots using single-nucleotide polymorphism data. Genetics 165, 2213–2233 (2003).
Kong, A. et al. A high-resolution recombination map of the human genome. Nat. Genet. 31, 241–247 (2002).
Bandelt, H., Forster, P. & Rohl, A. Median-joining networks for inferring intraspecific phylogenies. Mol. Biol. Evol. 16, 37–48 (1999).
Acknowledgements
We thank K. Panchapakesan, E. King, S. Morrow and T. Severson for technical assistance. We thank E. Sibley and L.C. Olds for sharing advice and materials and T. Bersaglieri and J. Hirschhorn for sharing data. We thank S.J. Deo, P. Lufungulo, W. Ntandu, A. Mabulla, J.L. Mountain, J. Hanby, D. Bygott, A. Tibwitta, D. Kariuki, L. Alando, E. Aluvala, F. Mohammed, A. Teia and A.A. Mohamed for their assistance with sample collection. We thank A. Clark for critical review of the manuscript and for helpful suggestions and we thank L. Peltonen, N. Enattah and C. Ehret for discussion. We thank the African participants who generously donated DNA and phenotype information so that we might learn more about their population history and the genetic basis of lactase persistence in Africa. This study was funded by L.S.B. Leakey and Wenner Gren Foundation grants, US National Science Foundation (NSF) grants BSC-0196183 and BSC-0552486, US National Institutes of Health (NIH) grant R01GM076637 and David and Lucile Packard and Burroughs Wellcome Foundation Career Awards to S.A.T. K.P. and H.M.M. were funded by NSF grant IGERT-9987590 to S.A.T. F.A.R. was supported by US National Institutes of Health (NIH) grant F32HG03801. B.F.V. and J.K.P. were supported by NIH grant HG002772-1. The Institute for Genome Sciences and Policy of Duke University supported the work of C.C.B., J.S.S. and G.A.W. The Wellcome Trust supported the work of J.G., S.B. and P.D.
Author information
Authors and Affiliations
Contributions
S.A.T. conceived and supervised the study. S.A.T., K.P., H.M.M., A.R., J.B.H., M.O., M.I., S.A.O., G.L. and T.B.N. were involved in DNA collection and phenotype testing. A.R. performed the resequencing and initial identification of association of candidate SNPs with the phenotype. S.A.T. and F.A.R. selected the SNPs to be genotyped and samples to test for gene expression. P.D., J.G. and S.B. performed the SNP design and genotyping. F.A.R. processed and phased the raw data and performed the genotype-phenotype association analyses, plots of haplotype homozygosity from unphased data, dominance estimates and pairwise plot of LD. B.F.V. performed, and J.K.P. co-supervised, the iHS test to detect positive selection and plots of haplotype homozygosity from phased data as well as rejection-sampling analyses to estimate age of alleles and selection parameters. H.M.M. constructed the haplotype networks. C.C.B., J.S.S. and G.A.W. built the expression constructs, carried out transcription assays and analyzed the results of expression assays. The paper was written primarily by S.A.T., with contributions from F.A.R., B.F.V., J.K.P., C.C.B., G.A.W. and P.D. The supplementary information was written by S.A.T. and F.A.R. with contributions from B.F.V., J.K.P., C.C.B., G.A.W. and P.D.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Fig. 1
Distribution of phenotype values for the pooled African data set. (PDF 611 kb)
Supplementary Fig. 2
Plots of the extent and decay of haplotype homozygosity in the region surrounding the G-rs2322813, G-13907 and G-13915 alleles. (PDF 400 kb)
Supplementary Fig. 3
Plot of the degree of LD between each pair of genotyped SNPs. (PDF 2978 kb)
Supplementary Table 1
Language, subsistence and lactase persistence classifications of sampled populations and LP-associated allele frequencies. (PDF 15 kb)
Supplementary Table 2
Genotyped SNP identifications and locations. (PDF 27 kb)
Supplementary Table 3
Significance of iHS under assorted demographic models (PDF 22 kb)
Rights and permissions
About this article
Cite this article
Tishkoff, S., Reed, F., Ranciaro, A. et al. Convergent adaptation of human lactase persistence in Africa and Europe. Nat Genet 39, 31–40 (2007). https://doi.org/10.1038/ng1946
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/ng1946
This article is cited by
-
Human-specific genetics: new tools to explore the molecular and cellular basis of human evolution
Nature Reviews Genetics (2023)
-
Understanding signatures of positive natural selection in human zinc transporter genes
Scientific Reports (2022)
-
Dissecting the loci underlying maturation timing in Atlantic salmon using haplotype and multi-SNP based association methods
Heredity (2022)
-
Relationships of Intestinal Lactase and the Small Intestinal Microbiome with Symptoms of Lactose Intolerance and Intake in Adults
Digestive Diseases and Sciences (2022)
-
Towards the multileveled and processual conceptualisation of racialised individuals in biomedical research
Synthese (2022)