A likelihood approach for quantitative-trait-locus mapping with selected pedigrees
- PMID: 16011693
- DOI: 10.1111/j.1541-0420.2005.031213.x
A likelihood approach for quantitative-trait-locus mapping with selected pedigrees
Abstract
Selective sampling is a cost-effective design for mapping quantitative trait loci (QTLs). A unified framework, which naturally combines two complementary sources of linkage information in the data, is proposed for the mapping of QTLs using selected pedigrees. Score statistics for detecting linkage are introduced for single-locus models (univariate or bivariate phenotypes) and two-locus epistasis models. A computer implementation of the methods for single-locus univariate-phenotype models is provided for nuclear families with arbitrary number of sibs and is freely available.
Similar articles
-
The full EM algorithm for the MLEs of QTL effects and positions and their estimated variances in multiple-interval mapping.Biometrics. 2005 Jun;61(2):474-80. doi: 10.1111/j.1541-0420.2005.00327.x. Biometrics. 2005. PMID: 16011694
-
MCMC-based linkage analysis for complex traits on general pedigrees: multipoint analysis with a two-locus model and a polygenic component.Genet Epidemiol. 2007 Feb;31(2):103-14. doi: 10.1002/gepi.20194. Genet Epidemiol. 2007. PMID: 17123301
-
Quantitative trait loci mapping.Methods Mol Biol. 2008;455:203-35. doi: 10.1007/978-1-59745-104-8_16. Methods Mol Biol. 2008. PMID: 18463822
-
Score test for detecting linkage to complex traits in selected samples.Genet Epidemiol. 2004 Sep;27(2):97-108. doi: 10.1002/gepi.20012. Genet Epidemiol. 2004. PMID: 15305326 Review.
-
[Statistical approaches to gene mapping of human diseases].Zhongguo Yi Xue Ke Xue Yuan Xue Bao. 2001 Feb;23(1):86-8, 96. Zhongguo Yi Xue Ke Xue Yuan Xue Bao. 2001. PMID: 12905828 Review. Chinese.
Cited by
-
Robust score statistics for QTL linkage analysis.Am J Hum Genet. 2008 Mar;82(3):567-82. doi: 10.1016/j.ajhg.2007.11.012. Epub 2008 Feb 21. Am J Hum Genet. 2008. PMID: 18304491 Free PMC article.
-
Heritability Estimation using Regression Models for Correlation.J Biom Biostat. 2011 Nov 15;2(119):2666. doi: 10.4172/2155-6180.1000119. J Biom Biostat. 2011. PMID: 22457844 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources