Integrative transcriptomic analysis suggests new autoregulatory splicing events coupled with nonsense-mediated mRNA decay

Abstract Nonsense-mediated decay (NMD) is a eukaryotic mRNA surveillance system that selectively degrades transcripts with premature termination codons (PTC). Many RNA-binding proteins (RBP) regulate their expression levels by a negative feedback loop, in which RBP binds its own pre-mRNA and causes alternative splicing to introduce a PTC. We present a bioinformatic analysis integrating three data sources, eCLIP assays for a large RBP panel, shRNA inactivation of NMD pathway, and shRNA-depletion of RBPs followed by RNA-seq, to identify novel such autoregulatory feedback loops. We show that RBPs frequently bind their own pre-mRNAs, their exons respond prominently to NMD pathway disruption, and that the responding exons are enriched with nearby eCLIP peaks. We confirm previously proposed models of autoregulation in SRSF7 and U2AF1 genes and present two novel models, in which (i) SFPQ binds its mRNA and promotes switching to an alternative distal 3′-UTR that is targeted by NMD, and (ii) RPS3 binding activates a poison 5′-splice site in its pre-mRNA that leads to a frame shift and degradation by NMD. We also suggest specific splicing events that could be implicated in autoregulatory feedback loops in RBM39, HNRNPM, and U2AF2 genes. The results are available through a UCSC Genome Browser track hub.

[1]  Dmitri D. Pervouchine,et al.  Towards Long-Range RNA Structure Prediction in Eukaryotic Genes , 2018, Genes.

[2]  J. Ule,et al.  Intron retention and nuclear loss of SFPQ are molecular hallmarks of ALS , 2018, Nature Communications.

[3]  Yu Fu,et al.  SRSF7 knockdown promotes apoptosis of colon and lung cancer cells , 2018, Oncology letters.

[4]  L. Maquat,et al.  Nonsense-mediated mRNA Decay and Cancer. , 2018, Current opinion in genetics & development.

[5]  Yan Zhu,et al.  Dysregulation and Dislocation of SFPQ Disturbed DNA Organization in Alzheimer's Disease and Frontotemporal Dementia. , 2018, Journal of Alzheimer's disease : JAD.

[6]  K. Sobczak,et al.  MBNL expression in autoregulatory feedback loops , 2017, RNA biology.

[7]  E. Dassi Handshakes and Fights: The Regulatory Interplay of RNA-Binding Proteins , 2017, Front. Mol. Biosci..

[8]  Gene W. Yeo,et al.  Advances and challenges in the detection of transcriptome‐wide protein–RNA interactions , 2017, Wiley interdisciplinary reviews. RNA.

[9]  Gene W. Yeo,et al.  A large-scale binding and functional map of human RNA-binding proteins , 2020, Nature.

[10]  Qinqin Zhu,et al.  The Human RNA Surveillance Factor UPF1 Modulates Gastric Cancer Progression by Targeting Long Non-Coding RNA MALAT1 , 2017, Cellular Physiology and Biochemistry.

[11]  Amy K. Schmid,et al.  A transcription network of interlocking positive feedback loops maintains intracellular iron balance in archaea , 2017, Nucleic acids research.

[12]  Zefeng Wang,et al.  Autoregulation of RBM10 and cross-regulation of RBM10/RBM5 via alternative splicing-coupled nonsense-mediated decay , 2017, Nucleic acids research.

[13]  J. Jenkins,et al.  Splicing Factor Mutations in Myelodysplasias: Insights from Spliceosome Structures. , 2017, Trends in genetics : TIG.

[14]  C. Smith,et al.  Intron retention as a component of regulated gene expression programs , 2017, Human Genetics.

[15]  Key‐Sun Kim,et al.  New role of human ribosomal protein S3: Regulation of cell cycle via phosphorylation by cyclin-dependent kinase 2 , 2017, Oncology letters.

[16]  The UniProt Consortium UniProt: the universal protein knowledgebase , 2016, Nucleic Acids Res..

[17]  The Gene Ontology Consortium,et al.  Expansion of the Gene Ontology knowledgebase and resources , 2016, Nucleic Acids Res..

[18]  S. Philipsen,et al.  Chtop (Chromatin target of Prmt1) auto-regulates its expression level via intron retention and nonsense-mediated decay of its own mRNA , 2016, Nucleic acids research.

[19]  L. Maquat,et al.  Leveraging Rules of Nonsense-Mediated mRNA Decay for Genome Engineering and Personalized Medicine , 2016, Cell.

[20]  O. Mühlemann,et al.  Nonsense‐mediated mRNA decay: novel mechanistic insights and biological impact , 2016, Wiley interdisciplinary reviews. RNA.

[21]  Yutaka Suzuki,et al.  Evolutionarily conserved autoregulation of alternative pre-mRNA splicing by ribosomal protein L10a , 2016, Nucleic acids research.

[22]  Gene W. Yeo,et al.  Robust transcriptome-wide discovery of RNA binding protein binding sites with enhanced CLIP (eCLIP) , 2016, Nature Methods.

[23]  P. Syntichaki,et al.  Cytoplasmic mRNA turnover and ageing , 2015, Mechanisms of Ageing and Development.

[24]  J. Michael Cherry,et al.  ENCODE data at the ENCODE portal , 2015, Nucleic Acids Res..

[25]  Ji-hua Guo,et al.  PTBP1 and PTBP2 impaired autoregulation of SRSF3 in cancer cells , 2015, Scientific Reports.

[26]  Dmitri D. Pervouchine,et al.  The human transcriptome across tissues and individuals , 2015, Science.

[27]  S. Brenner,et al.  Regulation of Splicing Factors by Alternative Splicing and NMD Is Conserved between Kingdoms Yet Evolutionarily Flexible , 2015, Molecular biology and evolution.

[28]  N. Hattori,et al.  Nuclear localization of MBNL1: splicing-mediated autoregulation and repression of repeat-derived aberrant proteins. , 2015, Human molecular genetics.

[29]  W. Huber,et al.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 , 2014, Genome Biology.

[30]  A. Sandelin,et al.  Human nonsense-mediated RNA decay initiates widely by endonucleolysis and targets snoRNA host genes , 2014, Genes & development.

[31]  Wenqian Hu,et al.  Translation of small open reading frames within unannotated RNA transcripts in Saccharomyces cerevisiae. , 2014, Cell reports.

[32]  P. Wittkopp,et al.  Evolution of splicing regulatory networks in Drosophila , 2014, Genome research.

[33]  P. Sharp,et al.  Rbfox2 controls autoregulation in RNA-binding protein networks , 2014, Genes & development.

[34]  B. Porse,et al.  The functional consequences of intron retention: alternative splicing coupled to NMD as a regulator of gene expression. , 2014, BioEssays : news and reviews in molecular, cellular and developmental biology.

[35]  Jonathan M. Mudge,et al.  Functional transcriptomics in the post-ENCODE era , 2013, Genome research.

[36]  Miguel A. Andrade-Navarro,et al.  uORFdb—a comprehensive literature database on eukaryotic uORF biology , 2013, Nucleic Acids Res..

[37]  C. Burge,et al.  Global analyses of UPF1 binding and function reveal expanded scope of nonsense-mediated mRNA decay , 2013, Genome research.

[38]  G. Hicks,et al.  ALS-Associated FUS Mutations Result in Compromised FUS Alternative Splicing and Autoregulation , 2013, PLoS genetics.

[39]  Yiwen Fang,et al.  Nonsense-mediated mRNA decay of collagen –emerging complexity in RNA surveillance mechanisms , 2013, Journal of Cell Science.

[40]  Roderic Guigó,et al.  Intron-centric estimation of alternative splicing from RNA-seq data , 2012, Bioinform..

[41]  Bronwen L. Aken,et al.  GENCODE: The reference human genome annotation for The ENCODE Project , 2012, Genome research.

[42]  S. Friedman,et al.  Hepatocyte Growth Factor Enhances Alternative Splicing of the Krüppel-like Factor 6 (KLF6) Tumor Suppressor to Promote Growth through SRSF1 , 2012, Molecular Cancer Research.

[43]  Raymond K. Auerbach,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[44]  L. Maquat,et al.  Regulation of cytoplasmic mRNA decay , 2012, Nature Reviews Genetics.

[45]  David R. Kelley,et al.  Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks , 2012, Nature Protocols.

[46]  J. Ule,et al.  The RNA-binding landscapes of two SR proteins reveal unique functions and binding to diverse RNA classes , 2012, Genome Biology.

[47]  Yamile Marquez,et al.  Alternative splicing and nonsense-mediated decay modulate expression of important regulatory genes in Arabidopsis , 2011, Nucleic acids research.

[48]  J. Berglund,et al.  Autoregulated Splicing of muscleblind-like 1 (MBNL1) Pre-mRNA* , 2011, The Journal of Biological Chemistry.

[49]  L. Ovchinnikov,et al.  Interplay between Y-box-binding protein 1 (YB-1) and poly(A) binding protein (PABP) in specific regulation of YB-1 mRNA translation , 2011, RNA biology.

[50]  J. Zavadil,et al.  Inhibition of Nonsense-Mediated RNA Decay by the Tumor Microenvironment Promotes Tumorigenesis , 2011, Molecular and Cellular Biology.

[51]  R. Wilson,et al.  Modernizing Reference Genome Assemblies , 2011, PLoS biology.

[52]  K. Jensen,et al.  NeuN/Rbfox3 Nuclear and Cytoplasmic Isoforms Differentially Regulate Alternative Splicing and Nonsense-Mediated Decay of Rbfox2 , 2011, PloS one.

[53]  A. Russo,et al.  Autoregulatory circuit of human rpL3 expression requires hnRNP H1, NPM and KHSRP , 2011, Nucleic acids research.

[54]  E. Buratti,et al.  TDP-43 Autoregulation: Implications for Disease , 2011, Journal of Molecular Neuroscience.

[55]  Jonathan M. Mudge,et al.  The Origins, Evolution, and Functional Potential of Alternative Splicing in Vertebrates , 2011, Molecular biology and evolution.

[56]  Gene W. Yeo,et al.  Long pre-mRNA depletion and RNA missplicing contribute to neuronal vulnerability from loss of TDP-43 , 2011, Nature Neuroscience.

[57]  Jernej Ule,et al.  TDP‐43 regulates its mRNA levels through a negative feedback loop , 2011, The EMBO journal.

[58]  J. Lykke-Andersen,et al.  Upf1 ATPase-Dependent mRNP Disassembly Is Required for Completion of Nonsense- Mediated mRNA Decay , 2010, Cell.

[59]  Mihaela Zavolan,et al.  Expression proteomics of UPF1 knockdown in HeLa cells reveals autoregulation of hnRNP A2/B1 mediated by alternative splicing resulting in nonsense-mediated mRNA decay , 2010, BMC Genomics.

[60]  Ross Smith,et al.  Functional diversity of the hnRNPs: past, present and perspectives. , 2010, The Biochemical journal.

[61]  Andreas Beyer,et al.  Global analysis reveals SRp20- and SRp75-specific mRNPs in cycling and neural cells , 2010, Nature Structural &Molecular Biology.

[62]  A. Krainer,et al.  SF2/ASF Autoregulation Involves Multiple Layers of Post-transcriptional and Translational Control , 2010, Nature Structural &Molecular Biology.

[63]  Mikhail S. Gelfand,et al.  Modulation of alternative splicing by long-range RNA structures in Drosophila , 2009, Nucleic acids research.

[64]  Israel Steinfeld,et al.  BMC Bioinformatics BioMed Central , 2008 .

[65]  M. Heiner,et al.  Auto- and Cross-Regulation of the hnRNP L Proteins by Alternative Splicing , 2009, Molecular and Cellular Biology.

[66]  E. Groisman,et al.  Positive feedback in cellular control systems , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[67]  B. Blencowe,et al.  Regulation of Multiple Core Spliceosomal Proteins by Alternative Splicing-Coupled Nonsense-Mediated mRNA Decay , 2008, Molecular and Cellular Biology.

[68]  C. Smith,et al.  Crossregulation and Functional Redundancy between the Splicing Regulator PTB and Its Paralogs nPTB and ROD1 , 2007, Molecular cell.

[69]  P. Manivasakam,et al.  Ionizing radiation and restriction enzymes induce microhomology-mediated illegitimate recombination in Saccharomyces cerevisiae , 2007, Nucleic acids research.

[70]  G. Varani,et al.  RNA-binding proteins: modular design for efficient function , 2007, Nature Reviews Molecular Cell Biology.

[71]  S. Brenner,et al.  Unproductive splicing of SR genes associated with highly conserved and ultraconserved DNA elements , 2007, Nature.

[72]  Tyson A. Clark,et al.  Ultraconserved elements are associated with homeostatic control of splicing regulators by alternative splicing and nonsense-mediated decay. , 2007, Genes & development.

[73]  M. Cuccurese,et al.  Alternative splicing and nonsense-mediated mRNA decay regulate mammalian ribosomal gene expression , 2005, Nucleic acids research.

[74]  Herbert M. Sauro,et al.  Bifurcation discovery tool , 2005, Bioinform..

[75]  Francisco Martinez-Murillo,et al.  Nonsense surveillance regulates expression of diverse classes of mammalian transcripts and mutes genomic noise , 2004, Nature Genetics.

[76]  K. Gardiner,et al.  Alternative splicing of mammalian Intersectin 1: domain associations and tissue specificities. , 2004, Genomics.

[77]  V. Beneš,et al.  Diversity of Vertebrate Splicing Factor U2AF35 , 2004, Journal of Biological Chemistry.

[78]  D. Gatfield,et al.  Nonsense-mediated messenger RNA decay is initiated by endonucleolytic cleavage in Drosophila , 2004, Nature.

[79]  Roy Parker,et al.  Nonsense-mediated mRNA decay: terminating erroneous gene expression. , 2004, Current opinion in cell biology.

[80]  Stefan Stamm,et al.  Human tra2-beta1 autoregulates its protein concentration by influencing alternative splicing of its pre-mRNA. , 2004, Human molecular genetics.

[81]  C. Gooding,et al.  Autoregulation of polypyrimidine tract binding protein by alternative splicing leading to nonsense-mediated decay. , 2004, Molecular cell.

[82]  John D. Storey The positive false discovery rate: a Bayesian interpretation and the q-value , 2003 .

[83]  S. Brenner,et al.  Evidence for the widespread coupling of alternative splicing and nonsense-mediated mRNA decay in humans , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[84]  Tom H. Pringle,et al.  The human genome browser at UCSC. , 2002, Genome research.

[85]  E V Koonin,et al.  Origin of alternative splicing by tandem exon duplication. , 2001, Human molecular genetics.

[86]  H. Le Hir,et al.  The spliceosome deposits multiple proteins 20–24 nucleotides upstream of mRNA exon–exon junctions , 2000, The EMBO journal.

[87]  Q. Mitrovich,et al.  Unproductively spliced ribosomal protein mRNAs are natural targets of mRNA surveillance in C. elegans. , 2000, Genes & development.

[88]  M. Ashburner,et al.  Gene Ontology: tool for the unification of biology , 2000, Nature Genetics.

[89]  Michael R. Green,et al.  Functional recognition of the 3′ splice site AG by the splicing factor U2AF35 , 1999, Nature.

[90]  M. Rosbash,et al.  A cooperative interaction between U2AF65 and mBBP/SF1 facilitates branchpoint region recognition. , 1998, Genes & development.

[91]  H. Aiba,et al.  Molecular mechanism of negative autoregulation of Escherichia coli crp gene. , 1991, Nucleic acids research.

[92]  Michael R. Green,et al.  A factor, U2AF, is required for U2 snRNP binding and splicing complex assembly , 1988, Cell.

[93]  K. Masuda,et al.  Serine/arginine-rich splicing factor 7 regulates p21-dependent growth arrest in colon cancer cells. , 2016, The journal of medical investigation : JMI.

[94]  Pieter Rein ten Wolde,et al.  Text S 1 : supplementary information for Combinatorial gene regulation using autoregulation , 2010 .

[95]  J. Cáceres,et al.  The SR protein family of splicing factors: master regulators of gene expression. , 2009, The Biochemical journal.

[96]  Angela N. Brooks,et al.  The coupling of alternative splicing and nonsense-mediated mRNA decay. , 2007, Advances in experimental medicine and biology.

[97]  James Stévenin,et al.  Broad specificity of SR (serine/arginine) proteins in the regulation of alternative splicing of pre-messenger RNA. , 2004, Progress in nucleic acid research and molecular biology.

[98]  Cathy H. Wu,et al.  UniProt: the Universal Protein knowledgebase , 2004, Nucleic Acids Res..

[99]  E. Bateman,et al.  Autoregulation of eukaryotic transcription factors. , 1998, Progress in nucleic acid research and molecular biology.

[100]  Aaron R. Quinlan,et al.  BIOINFORMATICS APPLICATIONS NOTE , 2022 .