Abstract
Summary
Individual-specific percent European ancestry was assessed in 1,277 African Americans. We found significant correlations between proportion of European ancestry and several musculoskeletal traits, indicating that admixture mapping may be a useful strategy for locating genes affecting these traits.
Introduction
Genotype data for admixed populations can be used to detect chromosomal regions influencing disease risk if allele frequencies at disease-related loci differ between parental populations. We assessed evidence for differentially distributed alleles affecting bone and body composition traits in African Americans.
Methods
Bone mineral density (BMD) and body composition data were collected for 1,277 African and 1,790 European Americans (aged 70–79). Maximum likelihood methods were used to estimate individual-specific percent European ancestry for African Americans genotyped at 37 ancestry-informative genetic markers. Partial correlations between body composition traits and percent European ancestry were calculated while simultaneously adjusting for the effects of covariates.
Results
Percent European ancestry (median = 18.7%) in African Americans was correlated with femoral neck BMD in women (r = −0.18, p < 10−5) and trabecular spine BMD in both sexes (r = −0.18, p < 10−5) independently of body size, fat, lean mass, and other covariates. Significant associations of European ancestry with appendicular lean mass (r = −0.19, p < 10−10), total lean mass (r = −0.12, p < 10−4), and total body fat (r = 0.09, p < 0.002) were also observed for both sexes.
Conclusions
These results indicate that some population differences in body composition may be due to population-specific allele frequencies, suggesting the utility of admixture mapping for identifying susceptibility genes for osteoporosis, sarcopenia, and obesity.
Similar content being viewed by others
References
McKeigue PM (1998) Mapping genes that underlie ethnic differences in disease risk: methods for detecting linkage in admixed populations, by conditioning on parental admixture. Am J Hum Genet 63:241–251
Patterson N, Hattangadi N, Lane B et al (2004) Methods for high-density admixture mapping of disease genes. Am J Hum Genet 74:979–1000
McKeigue PM (2005) Prospects for admixture mapping of complex traits. Am J Hum Genet 76:1–7
Reich D, Patterson N (2005) Will admixture mapping work to find disease genes? Philos Trans R Soc Lond B Biol Sci 360:1605–1607
Smith MW, O’Brien SJ (2005) Mapping by admixture linkage disequilibrium: advances, limitations and guidelines. Nat Rev Genet 6:623–632
Reich D, Patterson N, De Jager PL et al (2005) A whole-genome admixture scan finds a candidate locus for multiple sclerosis susceptibility. Nat Genet 37:1113–1118
Zhu X, Luke A, Cooper RS et al (2005) Admixture mapping for hypertension loci with genome-scan markers. Nat Genet 37:177–181
Smith MW, Patterson N, Lautenberger JA et al (2004) A high-density admixture map for disease gene discovery in african americans. Am J Hum Genet 74:1001–1013
Reiner AP, Ziv E, Lind DL et al (2005) Population structure, admixture, and aging-related phenotypes in African American adults: the Cardiovascular Health Study. Am J Hum Genet 76:463–477
Wagner DR, Heyward VH (2000) Measures of body composition in blacks and whites: a comparative review. Am J Clin Nutr 71:1392–1402
Aloia JF, Vaswani A, Mikhail M et al (1999) Body composition by dual-energy X-ray absorptiometry in black compared with white women. Osteoporos Int 10:114–119
Nelson DA, Simpson PM, Johnson CC et al (1997) The accumulation of whole body skeletal mass in third- and fourth-grade children: effects of age, gender, ethnicity, and body composition. Bone 20:73–78
Gilsanz V, Skaggs DL, Kovanlikaya A et al (1998) Differential effect of race on the axial and appendicular skeletons of children. J Clin Endocrinol Metab 83:1420–1427
Daniels ED, Pettifor JM, Schnitzler CM et al (1997) Differences in mineral homeostasis, volumetric bone mass and femoral neck axis length in black and white South African women. Osteoporos Int 7:105–112
Jones A Jr, Shen W, St-Onge MP et al (2004) Body-composition differences between African American and white women: relation to resting energy requirements. Am J Clin Nutr 79:780–786
Gallagher D, Visser M, De Meersman RE et al (1997) Appendicular skeletal muscle mass: effects of age, gender, and ethnicity. J Appl Physiol 83:229–239
Hsu FC, Lenchik L, Nicklas BJ et al (2005) Heritability of body composition measured by DXA in the diabetes heart study. Obes Res 13:312–319
Malis C, Rasmussen EL, Poulsen P et al (2005) Total and regional fat distribution is strongly influenced by genetic factors in young and elderly twins. Obes Res 13:2139–2145
Mitchell BD, Kammerer CM, Schneider JL et al (2003) Genetic and environmental determinants of bone mineral density in Mexican Americans: results from the San Antonio Family Osteoporosis Study. Bone 33:839–846
Parfitt AM (1997) Genetic effects on bone mass and turnover-relevance to black/white differences. J Am Coll Nutr 16:325–333
Visser M, Kritchevsky SB, Goodpaster BH et al (2002) Leg muscle mass and composition in relation to lower extremity performance in men and women aged 70 to 79: the health, aging and body composition study. J Am Geriatr Soc 50:897–904
Visser M, Goodpaster BH, Kritchevsky SB et al (2005) Muscle mass, muscle strength, and muscle fat infiltration as predictors of incident mobility limitations in well-functioning older persons. J Gerontol A Biol Sci Med Sci 60:324–333
Strotmeyer ES, Cauley JA, Schwartz AV et al (2005) Nontraumatic fracture risk with diabetes mellitus and impaired fasting glucose in older white and black adults: the health, aging, and body composition study. Arch Intern Med 165:1612–1617
Strotmeyer ES, Cauley JA, Schwartz AV et al (2004) Diabetes is associated independently of body composition with BMD and bone volume in older white and black men and women: The Health, Aging, and Body Composition Study. J Bone Miner Res 19:1084–1091
Taaffe DR, Lang TF, Fuerst T et al (2003) Sex- and race-related differences in cross-sectional geometry and bone density of the femoral mid-shaft in older adults. Ann Hum Biol 30:329–346
Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959
Zmuda JM, Cauley JA, Glynn NW et al (2000) Posterior-anterior and lateral dual-energy x-ray absorptiometry for the assessment of vertebral osteoporosis and bone loss among older men. J Bone Miner Res 15:1417–1424
Melton IL, Marquez MA, Achenbach SJ et al (2002) Variations in bone density among persons of African heritage. Osteoporos Int 13:551–559
Parra EJ, Marcini A, Akey J, et al (1998) Estimating African American admixture proportions by use of population-specific alleles. Am J Hum Genet 63:1839–1851
Seeman E (1998) Growth in bone mass and size-are racial and gender differences in bone mineral density more apparent than real? J Clin Endocrinol Metab 83:1414–1419
Brown LB, Streeten EA, Shuldiner AR et al (2004) Assessment of sex-specific genetic and environmental effects on bone mineral density. Genet Epidemiol 27:153–161
Naganathan V, Macgregor A, Snieder H et al (2002) Gender differences in the genetic factors responsible for variation in bone density and ultrasound. J Bone Miner Res 17:725–733
Orwoll ES, Belknap JK, Klein RF (2001) Gender specificity in the genetic determinants of peak bone mass. J Bone Miner Res 16:1962–1971
Acknowledgments and funding
We would like to thank the participants of the Health, Aging, and Body Composition Study. This research was supported in part by the Intramural Research Program of the National Institute of Health, National Institute on Aging (NIH grants: AE-2-1024, N01-AG-6-2101; N01-AG-6-2103; N01-AG-6-2106), and by a Burroughs Wellcome Career Development Award in the Biomedical Sciences to David Reich. The Broad Institute Center for Genotyping and Analysis is supported by grant U54 RR020278-01 from the National Center for Research Resources. We would also like to acknowledge Marco Pahor, Indrani Halder, the Health ABC Publication and Data Analysis Committee, and three anonymous reviewers for their insight and suggestions during the preparation of this manuscript.
Author information
Authors and Affiliations
Consortia
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplentary material.
Rights and permissions
About this article
Cite this article
Shaffer, J.R., Kammerer, C.M., Reich, D. et al. Genetic markers for ancestry are correlated with body composition traits in older African Americans. Osteoporos Int 18, 733–741 (2007). https://doi.org/10.1007/s00198-006-0316-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00198-006-0316-6