title: Successful computational prediction of novel imprinted genes from epigenomic features.
abstract: Approximately 100 mouse genes undergo genomic imprinting, whereby one of the two parental alleles is epigenetically silenced. Imprinted genes influence processes including development, X chromosome inactivation, obesity, schizophrenia, and diabetes, motivating the identification of all imprinted loci. Local sequence features have been used to predict candidate imprinted genes, but rigorous testing using reciprocal crosses validated only three, one of which resided in previously identified imprinting clusters. Here we show that specific epigenetic features in mouse cells correlate with imprinting status in mice, and we identify hundreds of additional genes predicted to be imprinted in the mouse. We used a multitiered approach to validate imprinted expression, including use of a custom single nucleotide polymorphism array and traditional molecular methods. Of 65 candidates subjected to molecular assays for allele-specific expression, we found 10 novel imprinted genes that were maternally expressed in the placenta.
authors.affiliation: Division of Nutritional Sciences, College of Agriculture and Life Sciences, Cornell University, 211 Weill Hall, Ithaca, NY 14853, USA.
authors.forename: Chelsea M
authors.initials: CM
authors.lastname: Brideau
authors.forename: Kirsten E
authors.initials: KE
authors.lastname: Eilertson
authors.forename: James A
authors.initials: JA
authors.lastname: Hagarman
authors.forename: Carlos D
authors.initials: CD
authors.lastname: Bustamante
authors.forename: Paul D
authors.initials: PD
authors.lastname: Soloway
mesh_terms: D000818:Animals; D019295:Computational Biology / Q000379:methods; D003198:Computer Simulation; D044127:Epigenesis, Genetic; D005260:Female; D020869:Gene Expression Profiling; D018392:Genomic Imprinting; D006801:Humans; D008297:Male; D051379:Mice; D008957:Models, Genetic; D008969:Molecular Sequence Data; D020411:Oligonucleotide Array Sequence Analysis; D010920:Placenta / Q000502:physiology; D020641:Polymorphism, Single Nucleotide; D011247:Pregnancy; D015203:Reproducibility of Results