microRNAs (miRNAs) are small noncoding RNAs that regulate gene expression post-transcriptionally. Prior studies have shown that they regulate numerous physiological processes critical for normal development, cellular growth control, and organismal behavior. Here, we systematically surveyed 134 different miRNAs for roles in olfactory learning and memory formation using "sponge" technology to titrate their activity broadly in the Drosophila melanogaster central nervous system. We identified at least five different miRNAs involved in memory formation or retention from this large screen, including miR-9c, miR-31a, miR-305, miR-974, and miR-980. Surprisingly, the titration of some miRNAs increased memory, while the titration of others decreased memory. We performed more detailed experiments on two miRNAs, miR-974 and miR-31a, by mapping their roles to subpopulations of brain neurons and testing the functional involvement in memory of potential mRNA targets through bioinformatics and a RNA interference knockdown approach. This screen offers an important first step toward the comprehensive identification of all miRNAs and their potential targets that serve in gene regulatory networks important for normal learning and memory.KEYWORDS genetic screen; learning; memory; Drosophila; miRNA I NVOLVED in post-transcriptional gene regulation, microRNAs (miRNAs) are a class of small noncoding RNAs (Bushati and Cohen 2007). Prior studies have shown that they serve numerous biological processes, ranging from development to tumorigenesis (Esquela-Kerscher and Slack 2006;Kloosterman and Plasterk 2006;Krützfeldt and Stoffel 2006;Chang and Mendell 2007). miRNAs are transcribed as primary miRNAs (pri-miRNAs) from isolated genes or the introns of protein-coding genes ("mirtrons") (Filipowicz et al. 2008). miRNAs are under regulatory influences similar to protein-coding genes (Krol et al. 2010). The pri-miRNAs are then cleaved into precursor miRNAs (pre-miRNAs) by the microprocessor Drosha/Pasha protein complex and transported into the cytoplasm by Exportin5 where they mature through the Dicer/Loquacious protein complex into 21-to 24-nucleotide miRNA hairpins. These hairpins are subsequently assembled with Argonaute-containing protein complexes that bind to specific sequences on target messenger RNAs (mRNAs) using primarily a 2-to 8-nucleotide seed region (Bartel 2009). The small size of the target site allows many mRNAs to be recognized and coregulated by each individual miRNA (Bartel 2009). The miRNA complex, once bound, induces post-transcriptional silencing by translational repression and/or mRNA degradation (Filipowicz et al. 2008;Bazzini et al. 2012;Djuranovic et al. 2012).One important biological process that is understudied relative to miRNA function is learning and memory formation. Among the several known epigenetic processes that allow the nervous system to adapt to environmental signals, the miRNA system is thought to provide relatively rapid and analog control in both time and space over the expression of genomic co...