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Papers In Press, published online ahead of print October 1, 2008
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Journal of Lipid Research, Vol. 49, 2169-2178, October 2008
Copyright © 2008 by American Society for Biochemistry and Molecular Biology










* Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
Center for Genome Information, Department of Environmental Health, University of Cincinnati, Cincinnati, OH
** International Health Institute, Brown University, Providence, RI

Ministry of Health, Apia, Samoa

Department of Health, Pago Pago, American Samoa
* Our work is supported by National Institutes of Health Grant R01 DK-59642 (S.T.M.). K.Å. is supported by the Swedish Research Council.
The online version of this article (available at http://www.jlr.org) contains supplementary data in the form of two figures and one table.
Published, JLR Papers in Press, July 1, 2008.
1 Present address of F. Dai: Department of Anesthesiology, School of Medicine, University of Pittsburgh, Pittsburgh, PA.
2 To whom correspondence should be addressed. e-mail: stephen_mcgarvey{at}brown.edu
Abnormal lipid levels are important risk factors for cardiovascular diseases. We conducted genome-wide variance component linkage analyses to search for loci influencing total cholesterol (TC), LDL, HDL and triglyceride in families residing in American Samoa and Samoa as well as in a combined sample from the two polities. We adjusted the traits for a number of environmental covariates, such as smoking, alcohol consumption, physical activity, and material lifestyle. We found suggestive univariate linkage with log of the odds (LOD) scores > 3 for LDL on 6p21-p12 (LOD 3.13) in Samoa and on 12q21-q23 (LOD 3.07) in American Samoa. Furthermore, in American Samoa on 12q21, we detected genome-wide linkage (LODeq 3.38) to the bivariate trait TC-LDL. Telomeric of this region, on 12q24, we found suggestive bivariate linkage to TC-HDL (LODeq 3.22) in the combined study sample. In addition, we detected suggestive univariate linkage (LOD 1.9–2.93) on chromosomes 4p-q, 6p, 7q, 9q, 11q, 12q 13q, 15q, 16p, 18q, 19p, 19q and Xq23 and suggestive bivariate linkage (LODeq 2.05–2.62) on chromosomes 6p, 7q, 12p, 12q, and 19p-q. In conclusion, chromosome 6p and 12q may host promising susceptibility loci influencing lipid levels; however, the low degree of overlap between the three study samples strongly encourages further studies of the lipid-related traits.
Supplementary key words environmental effects genetic linkage analysis variance component analysis total cholesterol low density lipoprotein high density lipoprotein triglyceride
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