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This lecture explores the construction of gene regulatory networks, focusing on techniques like ChIP-seq to link regulatory elements with transcription factors. It discusses how not all binding events lead to functional outcomes, the complexity of regulatory networks, and the interpretation of genome data from projects like ENCODE. The lecture also delves into network motifs, modeling regulatory mechanisms, and understanding differential gene expression spatio-temporally.