RT Journal A1 Vejnar, Charles E. A1 Abdel Messih, Mario A1 Takacs, Carter M. A1 Yartseva, Valeria A1 Oikonomou, Panos A1 Christiano, Romain A1 Stoeckius, Marlon A1 Lau, Stephanie A1 Lee, Miler T. A1 Beaudoin, Jean-Denis A1 Musaev, Damir A1 Darwich-Codore, Hiba A1 Walther, Tobias C. A1 Tavazoie, Saeed A1 Cifuentes, Daniel A1 Giraldez, Antonio J. T1 Genome wide analysis of 3′ UTR sequence elements and proteins regulating mRNA stability during maternal-to-zygotic transition in zebrafish JF Genome Research JO Genome Research YR 2019 FD July 01 VO 29 IS 7 SP 1100 OP 1114 DO 10.1101/gr.245159.118 UL http://genome.cshlp.org/content/29/7/1100.abstract AB Posttranscriptional regulation plays a crucial role in shaping gene expression. During the maternal-to-zygotic transition (MZT), thousands of maternal transcripts are regulated. However, how different cis-elements and trans-factors are integrated to determine mRNA stability remains poorly understood. Here, we show that most transcripts are under combinatorial regulation by multiple decay pathways during zebrafish MZT. By using a massively parallel reporter assay, we identified cis-regulatory sequences in the 3′ UTR, including U-rich motifs that are associated with increased mRNA stability. In contrast, miR-430 target sequences, UAUUUAUU AU-rich elements (ARE), CCUC, and CUGC elements emerged as destabilizing motifs, with miR-430 and AREs causing mRNA deadenylation upon genome activation. We identified trans-factors by profiling RNA–protein interactions and found that poly(U)-binding proteins are preferentially associated with 3′ UTR sequences and stabilizing motifs. We show that this activity is antagonized by C-rich motifs and correlated with protein binding. Finally, we integrated these regulatory motifs into a machine learning model that predicts reporter mRNA stability in vivo.