Pre-mRNA processing often occurs in coordination with transcription thereby coupling these two key regulatory events. As such, many proteins involved in mRNA processing associate with the transcriptional machinery and are in proximity to DNA. This proximity allows for the mapping of the genomic associations of RNA binding proteins by chromatin immunoprecipitation (ChIP) as a way of determining their sites of action on the encoded mRNA. Here, we used ChIP combined with high-density microarrays to localize on the human genome three functionally distinct RNA binding proteins: the splicing factor polypyrimidine tract binding protein (PTBP1/hnRNP I), the mRNA export factor THO complex subunit 4 (ALY/THOC4), and the 3Ј end cleavage stimulation factor 64 kDa (CSTF2). We observed interactions at promoters, internal exons, and 3Ј ends of active genes. PTBP1 had biases toward promoters and often coincided with RNA polymerase II (RNA Pol II). The 3Ј processing factor, CSTF2, had biases toward 3Ј ends but was also observed at promoters. The mRNA processing and export factor, ALY, mapped to some exons but predominantly localized to introns and did not coincide with RNA Pol II. Because the RNA binding proteins did not consistently coincide with RNA Pol II, the data support a processing mechanism driven by reorganization of transcription complexes as opposed to a scanning mechanism. In sum, we present the mapping in mammalian cells of RNA binding proteins across a portion of the genome that provides insight into the transcriptional assembly of RNA-protein complexes.[Supplemental material is available online at www.genome.org and http://silver.med.harvard.edu/brodsky/.] RNA binding proteins regulate many stages of RNA metabolism to help determine gene expression programs (for reviews, see Keene and Tenenbaum 2002;Hieronymus and Silver 2004). To prepare mRNA for export to and translation in the cytoplasm, many events including splicing, cleavage of the 3Ј end, and editing occur cotranscriptionally (Kornblihtt et al. 2004;Aguilera 2005a). After transcription, the mRNA-protein complex may reorganize as it is exported to the cytoplasm and prepared for translation (Fairman et al. 2004). Thus, significant efforts have been made to determine how RNA binding proteins interact at genes and/or mRNAs at various stages of mRNA metabolism (Tenenbaum et al. 2000;Brown et al. 2001;Hieronymus and Silver 2003;Ule et al. 2003;Yu et al. 2004). These early genomic efforts suggested that, similar to DNA binding proteins, functional groupings of genes are being bound by RNA binding proteins perhaps as post-transcriptional operons (Keene and Tenenbaum 2002). However, it is not known at which stage of RNA processing these operons are established.Much of pre-mRNA processing is coupled to transcription both physically and functionally, potentially through interactions with the C-terminal domain (CTD) of RNA polymerase II (RNA Pol II) (Mortillaro et al. 1996;Yuryev et al. 1996;Kim et al. 1997). The CTD is phosphorylated as transcription begins. Following...