Elucidation of gene regulatory networks is the key to understanding the complex interplay of transcription factors (TFs) in the growth and propagation of organisms. In this work, we applied the theory that genes belonging to the same pathway are co-expressed, and therefore a promoter analysis of Arabidopsis genes could predict the transcriptional relationships between metabolic pathway genes. Using this approach, a total of 2268 TF-gene pairs were analyzed, 91 of which were characterized as highly confident...