Association of genetic profiles to Crohn’s disease by linear combinations of single nucleotide polymorphisms

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摘要

MotivationsA large number of single nucleotide polymorphisms (SNPs) are supposed to be involved in onset, differentiation and development of complex diseases. Univariate analysis is limited in studying complex traits since does not take into account gene–gene interaction, and the correlation of multiple SNPs with a specific phenotype. Moreover it might underestimate gene variants with weaker genetic contribution. Therefore more sophisticated techniques should be adopted when investigating the role of a panel of genetic markers in disease predisposition.

论文关键词:Single nucleotide polymorphisms,Crohn’s disease,Regularized least square classifiers

论文评审过程:Received 22 January 2008, Revised 21 July 2008, Accepted 21 July 2008, Available online 19 September 2008.

论文官网地址:https://doi.org/10.1016/j.artmed.2008.07.012