The precise regulation of many alternative splicing (AS) events by specific splicing factors is essential to determine tissue types and developmental stages. However, the molecular basis of tissue-specific AS regulation and the properties of splicing regulatory networks (SRNs) are poorly understood. Here we comprehensively predict the targets of the brain-and muscle-specific splicing factor Fox-1 (A2BP1) and its paralog Fox-2 (RBM9) and systematically define the corresponding SRNs genome-wide. Fox-1/2 are conserved from worm to human, and specifically recognize the RNA element UGCAUG. We integrate Fox-1/2-binding specificity with phylogenetic conservation, splicing microarray data, and additional computational and experimental characterization. We predict thousands of Fox-1/2 targets with conserved binding sites, at a false discovery rate (FDR) of ∼24%, including many validated experimentally, suggesting a surprisingly extensive SRN. The preferred position of the binding sites differs according to AS pattern, and determines either activation or repression of exon recognition by Fox-1/2. Many predicted targets are important for neuromuscular functions, and have been implicated in several genetic diseases. We also identified instances of binding site creation or loss in different vertebrate lineages and human populations, which likely reflect fine-tuning of gene expression regulation during evolution.[Keywords: Tissue-specific alternative splicing; splicing regulatory network; Fox-1/A2BP1; Fox-2/RBM9; UGCAUG; comparative genomics] Supplemental material is available at http://www.genesdev.org.Received June 6, 1007; revised version accepted July 28, 2008.The sequencing of complete genomes revealed that complex metazoans, including mammals, have only slightly more genes than unicellular yeast (International Human Genome Sequencing Consortium 2001). Organismal complexity must have resulted largely from mechanisms for diversifying the expression products, and the temporal and spatial patterns, from a limited set of genes. It is crucial to understand how gene expression is orchestrated to determine developmental stages, specify cell types, and respond to external stimuli (Maniatis and Reed 2002). Alternative splicing (AS), the process for removing introns from pre-mRNA transcripts and joining exons in different combinations, is an essential step of post-transcriptional regulation (Cartegni et al. 2002;Black 2003). In mammals, more than two-thirds of genes are alternatively spliced (Johnson et al. 2003). The choice of exons and splice sites is largely determined by many RNA-binding proteins, or splicing factors, which interact with cis-regulatory elements to activate or repress particular splicing events.Many splicing factors have restricted and dynamic expression patterns, and play important roles in tissue-specific or developmentally regulated splicing of particular transcripts. However, the mechanisms and impact of these AS events remain poorly understood. A well-studied example is Sxl, Tra, Tra-2, and several other s...