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PMID: 12704570 Published · ppublish English Journal Article Research Support, U.S. Gov't, P.H.S.

A method for the assessment of disease associations with single-nucleotide polymorphism haplotypes and environmental variables in case-control studies.

American journal of human genetics ·Vol. 72 ·No. 5 ·2003-05-00 ·Pages 1231-50

Zhao LP, Li SS, Khalid N

Abstract

The rough draft of the human genome map has been used to identify most of the functional genes in the human genome, as well as to identify nucleotide variations, known as "single-nucleotide polymorphisms" (SNPs), in these genes. By use of advanced biotechnologies, researchers are beginning to genotype thousands of SNPs from biological samples. Among the many possible applications, one of them is the study of SNP associations with complex human diseases, such as cancers or coronary heart diseases, by using a case-control study design. Through the gathering of environmental risk factors and other lifestyle factors, such a study can be effectively used to investigate interactions between genes and environmental factors in their associations with disease phenotype. Earlier, we developed a method to statistically construct individuals' haplotypes and to estimate the distribution of haplotypes of multiple SNPs in a defined population, by use of estimating-equation techniques. Extending this idea, we describe here an analytic method for assessing the association between the constructed haplotypes along with environmental factors and the disease phenotype. This method is also robust to the model assumptions and is scalable to a large number of SNPs. Asymptotic properties of estimations in the method are proved theoretically and are tested for finite sample sizes by use of simulations. To demonstrate the use of the method, we applied it to assess the possible association between apolipoprotein CIII (six coding SNPs) and restenosis by using a case-control data set. Our analysis revealed two haplotypes that may reduce the risk of restenosis.

MeSH Terms
Apolipoprotein C-III Apolipoproteins C/genetics Case-Control Studies Computer Simulation Coronary Disease/genetics Coronary Restenosis/genetics Genetic Linkage Haplotypes Humans Mathematics Models, Genetic Molecular Epidemiology/methods Monte Carlo Method Polymorphism, Single Nucleotide
Chemicals
Apolipoprotein C-III Apolipoproteins C
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Zhao Lue Ping
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA. [email protected]
Li Shuying Sue
Khalid Najma
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Article Info
Journal
American journal of human genetics
Abbr.
Am J Hum Genet
ISSN
0002-9297
Published
2003-05-00
Epub
2003-00-16
Pages
1231-50
Language
English
Region
United States
NLM ID
0370475
PMCID
PMC1180275
Subset
IM
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