Pervasive isoform‐specific translational regulation via alternative transcription start sites in mammals

Transcription initiated at alternative sites can produce mRNA isoforms with different 5ʹUTRs, which are potentially subjected to differential translational regulation. However, the prevalence of such isoform‐specific translational control across mammalian genomes is currently unknown. By combining polysome profiling with high‐throughput mRNA 5ʹ end sequencing, we directly measured the translational status of mRNA isoforms with distinct start sites. Among 9,951 genes expressed in mouse fibroblasts, we identified 4,153 showed significant initiation at multiple sites, of which 745 genes exhibited significant isoform‐divergent translation. Systematic analyses of the isoform‐specific translation revealed that isoforms with longer 5ʹUTRs tended to translate less efficiently. Further investigation of cis‐elements within 5ʹUTRs not only provided novel insights into the regulation by known sequence features, but also led to the discovery of novel regulatory sequence motifs. Quantitative models integrating all these features explained over half of the variance in the observed isoform‐divergent translation. Overall, our study demonstrated the extensive translational regulation by usage of alternative transcription start sites and offered comprehensive understanding of translational regulation by diverse sequence features embedded in 5ʹUTRs.

[1]  Anna M. McGeachy,et al.  The ribosome profiling strategy for monitoring translation in vivo by deep sequencing of ribosome-protected mRNA fragments , 2012, Nature Protocols.

[2]  A. Sandelin,et al.  Metazoan promoters: emerging characteristics and insights into transcriptional regulation , 2012, Nature Reviews Genetics.

[3]  Piero Carninci,et al.  5′ end–centered expression profiling using cap-analysis gene expression and next-generation sequencing , 2012, Nature Protocols.

[4]  Gary K. Schwartz,et al.  Alternative transcription initiation leads to expression of a novel ALK isoform in cancer , 2015, Nature.

[5]  En Li,et al.  A Novel Dnmt3a Isoform Produced from an Alternative Promoter Localizes to Euchromatin and Its Expression Correlates with Activede Novo Methylation* , 2002, The Journal of Biological Chemistry.

[6]  P. Bickel,et al.  System wide analyses have underestimated protein abundances and the importance of transcription in mammals , 2012, PeerJ.

[7]  M. Tomita,et al.  Bioinformatic analysis of post‐transcriptional regulation by uORF in human and mouse , 2007, FEBS letters.

[8]  Piero Carninci,et al.  Long non-coding antisense RNA controls Uchl1 translation through an embedded SINEB2 repeat , 2012, Nature.

[9]  C. Burge,et al.  Prediction of Mammalian MicroRNA Targets , 2003, Cell.

[10]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

[11]  N. Standart,et al.  Autoregulation of poly(A)-binding protein synthesis in vitro. , 1995, Nucleic acids research.

[12]  C. Burge,et al.  Widespread regulation of translation by elongation pausing in heat shock , 2013, Molecular cell.

[13]  U. A. Ørom,et al.  MicroRNA-10a binds the 5'UTR of ribosomal protein mRNAs and enhances their translation. , 2008, Molecular cell.

[14]  R. Derynck,et al.  Inhibition of translation of transforming growth factor-beta 3 mRNA by its 5' untranslated region , 1991, Molecular and cellular biology.

[15]  Gang Wu,et al.  Integrative Analyses of Posttranscriptional Regulation in the Yeast Saccharomyces cerevisiae Using Transcriptomic and Proteomic Data , 2008, Current Microbiology.

[16]  Andreas Beyer,et al.  Posttranscriptional Expression Regulation: What Determines Translation Rates? , 2007, PLoS Comput. Biol..

[17]  Wei Wu,et al.  NONCODE 2016: an informative and valuable data source of long non-coding RNAs , 2015, Nucleic Acids Res..

[18]  Yael Mandel-Gutfreund,et al.  RBPmap: a web server for mapping binding sites of RNA-binding proteins , 2014, Nucleic Acids Res..

[19]  N. L. Le Novère,et al.  New Otx2 mRNA isoforms expressed in the mouse brain , 2003, Journal of neurochemistry.

[20]  Z. Yakhini,et al.  Systematic discovery of cap-independent translation sequences in human and viral genomes , 2016, Science.

[21]  Nicholas T. Ingolia,et al.  Ribosome Profiling of Mouse Embryonic Stem Cells Reveals the Complexity and Dynamics of Mammalian Proteomes , 2011, Cell.

[22]  M. Selbach,et al.  Global quantification of mammalian gene expression control , 2011, Nature.

[23]  R. Aebersold,et al.  On the Dependency of Cellular Protein Levels on mRNA Abundance , 2016, Cell.

[24]  孙林,et al.  Shewanella oneidensis MR-1对针铁矿的还原与汞的生物甲基化 , 2015 .

[25]  S. Le,et al.  Transcription-Coupled Translation Control of AML1/RUNX1 Is Mediated by Cap- and Internal Ribosome Entry Site-Dependent Mechanisms , 2000, Molecular and Cellular Biology.

[26]  Igor B. Rogozin,et al.  Evolutionary conservation suggests a regulatory function of AUG triplets in 5′-UTRs of eukaryotic genes , 2005, Nucleic acids research.

[27]  O. Meyuhas Synthesis of the translational apparatus is regulated at the translational level. , 2000, European journal of biochemistry.

[28]  C. Burge,et al.  3′ UTR-isoform choice has limited influence on the stability and translational efficiency of most mRNAs in mouse fibroblasts , 2013, Genome research.

[29]  C. Burge,et al.  The Widespread Impact of Mammalian MicroRNAs on mRNA Repression and Evolution , 2005, Science.

[30]  M. Waterman,et al.  Diversity of LEF/TCF action in development and disease , 2006, Oncogene.

[31]  Mark D. Biggin,et al.  Statistics requantitates the central dogma , 2015, Science.

[32]  Aviv Regev,et al.  A Regression-Based Analysis of Ribosome-Profiling Data Reveals a Conserved Complexity to Mammalian Translation. , 2015, Molecular cell.

[33]  Nicholas T. Ingolia,et al.  The translational landscape of mTOR signalling steers cancer initiation and metastasis , 2012, Nature.

[34]  Daehyun Baek,et al.  Characterization and predictive discovery of evolutionarily conserved mammalian alternative promoters. , 2007, Genome research.

[35]  Martin Mokrejs,et al.  IRESite—a tool for the examination of viral and cellular internal ribosome entry sites , 2009, Nucleic Acids Res..

[36]  Peter F. Stadler,et al.  ViennaRNA Package 2.0 , 2011, Algorithms for Molecular Biology.

[37]  Cesare Furlanello,et al.  A promoter-level mammalian expression atlas , 2015 .

[38]  Claudia Angelini,et al.  Computational approaches for isoform detection and estimation: good and bad news , 2014, BMC Bioinformatics.

[39]  Graziano Pesole,et al.  uAUG and uORFs in human and rodent 5'untranslated mRNAs. , 2005, Gene.

[40]  Piero Carninci,et al.  High-efficiency full-length cDNA cloning by biotinylated CAP trapper. , 1996, Genomics.

[41]  J. Galagan,et al.  Dual modes of natural selection on upstream open reading frames. , 2007, Molecular biology and evolution.

[42]  Olivier Elemento,et al.  5′ UTR m6A Promotes Cap-Independent Translation , 2015, Cell.

[43]  Joshua A. Arribere,et al.  Roles for transcript leaders in translation and mRNA decay revealed by transcript leader sequencing , 2013, Genome research.

[44]  Olivier Elemento,et al.  5 0 UTR m 6 A Promotes Cap-Independent Translation Graphical , 2022 .

[45]  John D. Storey,et al.  Genome-wide analysis of mRNA translation profiles in Saccharomyces cerevisiae , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[46]  Shu-Bing Qian,et al.  Dynamic m6A mRNA methylation directs translational control of heat shock response , 2015, Nature.

[47]  G. Rappold,et al.  Transcriptional and Translational Regulation of the Léri-Weill and Turner Syndrome Homeobox Gene SHOX* , 2003, Journal of Biological Chemistry.

[48]  Melissa J. Moore,et al.  Redefining the Translational Status of 80S Monosomes , 2016, Cell.

[49]  S. Le,et al.  Sequence signatures and mRNA concentration can explain two-thirds of protein abundance variation in a human cell line , 2010, Molecular systems biology.

[50]  P. Tong,et al.  Genome-wide analysis of core promoter structures in Schizosaccharomyces pombe with DeepCAGE , 2015, RNA biology.

[51]  R. Aebersold,et al.  Quantitative Analysis of Fission Yeast Transcriptomes and Proteomes in Proliferating and Quiescent Cells , 2012, Cell.

[52]  O. P. de Melo Neto,et al.  Adenosine‐rich elements present in the 5′‐untranslated region of PABP mRNA can selectively reduce the abundance and translation of CAT mRNAs in vivo , 2003, FEBS letters.

[53]  Cole Trapnell,et al.  TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions , 2013, Genome Biology.

[54]  B. Shen,et al.  Global mapping of translation initiation sites in mammalian cells at single-nucleotide resolution , 2012, Proceedings of the National Academy of Sciences.

[55]  K. Huse,et al.  Genome-wide search for novel human uORFs and N-terminal protein extensions using ribosomal footprinting , 2012, Genome research.

[56]  Maxwell R. Mumbach,et al.  Dynamic profiling of the protein life cycle in response to pathogens , 2015, Science.

[57]  K. Nakai,et al.  Diversification of transcriptional modulation: large-scale identification and characterization of putative alternative promoters of human genes. , 2005, Genome research.

[58]  V. Mootha,et al.  Upstream open reading frames cause widespread reduction of protein expression and are polymorphic among humans , 2009, Proceedings of the National Academy of Sciences.

[59]  L. Steinmetz,et al.  Extensive transcriptional heterogeneity revealed by isoform profiling , 2013, Nature.

[60]  Matthew D. Young,et al.  Gene ontology analysis for RNA-seq: accounting for selection bias , 2010, Genome Biology.

[61]  D. Sabatini,et al.  A unifying model for mTORC1-mediated regulation of mRNA translation , 2012, Nature.

[62]  K. Sobczak,et al.  Structural Determinants of BRCA1 Translational Regulation* , 2002, The Journal of Biological Chemistry.

[63]  Sol Katzman,et al.  Frac-seq reveals isoform-specific recruitment to polyribosomes , 2013, Genome research.

[64]  A. Hinnebusch,et al.  Regulation of Translation Initiation in Eukaryotes: Mechanisms and Biological Targets , 2009, Cell.

[65]  Audrey M. Michel,et al.  Computational approach for calculating the probability of eukaryotic translation initiation from ribo-seq data that takes into account leaky scanning , 2014, BMC Bioinformatics.

[66]  M. Kozak,et al.  Circumstances and mechanisms of inhibition of translation by secondary structure in eucaryotic mRNAs , 1989, Molecular and cellular biology.

[67]  Daehyun Baek,et al.  mRNA destabilization is the dominant effect of mammalian microRNAs by the time substantial repression ensues. , 2014, Molecular cell.

[68]  O. Meyuhas,et al.  13 Translational Control of Ribosomal Protein mRNAs in Eukaryotes , 1996 .

[69]  M. Selbach,et al.  Extensive allele-specific translational regulation in hybrid mice , 2015, Molecular systems biology.

[70]  J. Castle,et al.  Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs , 2005, Nature.

[71]  R. Myers,et al.  Comprehensive analysis of transcriptional promoter structure and function in 1% of the human genome. , 2005, Genome research.

[72]  J. Doudna,et al.  Tunable protein synthesis by transcript isoforms in human cells , 2015, bioRxiv.

[73]  A. Hinnebusch,et al.  Multiple upstream AUG codons mediate translational control of GCN4 , 1986, Cell.

[74]  Shu-Bing Qian,et al.  Translational control of the cytosolic stress response by mitochondrial ribosomal protein L18 , 2015, Nature Structural &Molecular Biology.

[75]  Piero Carninci,et al.  SINEUPs are modular antisense long non-coding RNAs that increase synthesis of target proteins in cells , 2015, Front. Cell. Neurosci..

[76]  W. Gilbert,et al.  Alternative transcription start site selection leads to large differences in translation activity in yeast. , 2012, RNA.

[77]  J. Freidman,et al.  Multivariate adaptive regression splines , 1991 .