Gene expression data in Mouse Lung Epithelial cells MLE-12 transfected with inhibitors and precursors for miR-30a, miR-30d, miR-23b, miR-125 and miR-337, miR-466a, miR466d, miR-476c, respectively

ABSTRACT: The regulation of gene expression in cells, including by microRNAs (miRNAs), is a dynamic process. Current methods for identifying microRNA targets by combining sequence, miRNA and mRNA expression data do not adequately utilize the temporal information and thus miss important miRNAs and their targets. We developed a new method, mirDREM, that uses probabilistic modeling to reconstruct dynamic regulatory networks which explain how temporal gene expression is jointly regulated by microRNAs and transcription factors (TFs). We used mirDREM to study the regulation of postnatal lung development in mice. The reconstructed network for this process identified several known miRNAs and TFs and provided novel predictions about additional miRNAs and the specific developmental phases they regulate. Micro

ORGANISM(S): Mus musculus

SUBMITTER: christian lino cardenas 

PROVIDER: E-GEOD-41607 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress