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Repetitive sequence environment distinguishes housekeeping genes
Authors:Eller C Daniel  Regelson Moira  Merriman Barry  Nelson Stan  Horvath Steve  Marahrens York
Affiliation:

aUCLA Department of Human Genetics, David Geffen School of Medicine, Gonda Center, 695 E. Young Drive South, Los Angeles, California 90095-7088, USA

bUCLA Department of Biostatistics, School of Public Health, Box 951772, Los Angeles, California 90095-1772, USA

Abstract:Housekeeping genes are expressed across a wide variety of tissues. Since repetitive sequences have been reported to influence the expression of individual genes, we employed a novel approach to determine whether housekeeping genes can be distinguished from tissue-specific genes by their repetitive sequence context. We show that Alu elements are more highly concentrated around housekeeping genes while various longer (> 400-bp) repetitive sequences (“repeats”), including Long Interspersed Nuclear Element-1 (LINE-1) elements, are excluded from these regions. We further show that isochore membership does not distinguish housekeeping genes from tissue-specific genes and that repetitive sequence environment distinguishes housekeeping genes from tissue-specific genes in every isochore. The distinct repetitive sequence environment, in combination with other previously published sequence properties of housekeeping genes, was used to develop a method of predicting housekeeping genes on the basis of DNA sequence alone. Using expression across tissue types as a measure of success, we demonstrate that repetitive sequence environment is by far the most important sequence feature identified to date for distinguishing housekeeping genes.
Keywords:Random forest   Alu   SINE   LINE   Repeat   Tissue-specific genes   Isochores
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