Heterogeneous nuclear ribonucleoprotein A1 (hnRNP A1) is a multipurpose RNA-binding protein (RBP) involved in normal and pathological RNA metabolism. Transcriptome-wide mapping and in vitro evolution identify consensus hnRNP A1 binding motifs; however, such data do not reveal how surrounding RNA sequence and structural context modulate affinity. We determined the affinity of hnRNP A1 for all possible sequence variants (n = 16,384) of the HIV exon splicing silencer 3 (ESS3) 7-nt apical loop. Analysis of the affinity distribution identifies the optimal motif 5′-YAG-3′ and shows how its copy number, position in the loop, and loop structure modulate affinity. For a subset of ESS3 variants, we show that specificity is determined by association rate constants and that variants lacking the minimal sequence motif bind competitively with consensus RNA. Thus, the results reveal general rules of specificity of hnRNP A1 and provide a quantitative framework for understanding how it discriminates between alternative competing RNA ligands in vivo.hnRNP A1 | protein-RNA specificity | RNA structure | thermodynamics | binding kinetics G ene expression is regulated by an ensemble of protein-RNA complexes that assemble and disassemble throughout the lifetime of a transcript (1-5). Knowledge of the determinants of RNA-binding protein (RBP) specificity is therefore essential to understanding the relative affinity for sites of association within the transcriptome. A characteristic feature of many RBPs is their ability to elicit biological function by binding at sites in RNAs that vary significantly in sequence and local structure. This broad specificity of RBPs challenges the simplistic description of RNA binding as either specific or nonspecific. Global profiling methods provide consensus sequence motifs that represent preferential binding sites by RBPs in the transcriptome (6-11). Although powerful, such approaches are usually nonquantitative. Moreover, they do not readily provide information on how surrounding sequence identity or positioning of preferred sequences within higher order structure alters affinity. Methods such as high-throughput sequencing kinetics (HTS-KIN), RNA Bind-n-Seq, and RNA MaP have recently been developed that allow the affinities and reaction kinetics of thousands of RNAs to be measured simultaneously (6,(12)(13)(14)(15). These methods can potentially provide global information on the surrounding context of a given sequence motif; however, they have yet to see wide application for structure/function studies of RNA specificity.Heterogeneous nuclear ribonucleoproteins (hnRNPs) represent a diverse family of RBPs that are implicated at most stages of posttranscriptional gene regulation (16,17). The prototypical member of this family, hnRNP A1, regulates alternative splicing, nuclear export, translation, and other RNA processing events (17). HnRNP A1 has a modular domain organization consisting of tandem RNA recognition motifs (RRMs), collectively referred to as unwinding protein 1 (UP1), and an intrinsically di...