Mutations in Disordered Regions Can Cause Disease by Creating Dileucine Motifs

Many disease-causing missense mutations affect intrinsically disordered regions (IDRs) of proteins, but the molecular mechanism of their pathogenicity is enigmatic. Here, we employ a peptide-based proteomic screen to investigate the impact of mutations in IDRs on protein-protein interactions. We find that mutations in disordered cytosolic regions of three transmembrane proteins (GLUT1, ITPR1, and CACNA1H) lead to an increased clathrin binding. All three mutations create dileucine motifs known to mediate clathrin-dependent trafficking. Follow-up experiments on GLUT1 (SLC2A1), the glucose transporter causative of GLUT1 deficiency syndrome, revealed that the mutated protein mislocalizes to intracellular compartments. Mutant GLUT1 interacts with adaptor proteins (APs) in vitro, and knocking down AP-2 reverts the cellular mislocalization and restores glucose transport. A systematic analysis of other known disease-causing variants revealed a significant and specific overrepresentation of gained dileucine motifs in structurally disordered cytosolic domains of transmembrane proteins. Thus, several mutations in disordered regions appear to cause "dileucineopathies."

[1]  L. Traub Tickets to ride: selecting cargo for clathrin-regulated internalization , 2009, Nature Reviews Molecular Cell Biology.

[2]  R. Aebersold,et al.  Applying mass spectrometry-based proteomics to genetics, genomics and network biology , 2009, Nature Reviews Genetics.

[3]  Sudhir Kumar,et al.  Evolutionary anatomies of positions and types of disease-associated and neutral amino acid mutations in the human genome , 2006, BMC Genomics.

[4]  Zsuzsanna Dosztányi,et al.  IUPred: web server for the prediction of intrinsically unstructured regions of proteins based on estimated energy content , 2005, Bioinform..

[5]  Ruedi Aebersold,et al.  Conserved Peptide Fragmentation as a Benchmarking Tool for Mass Spectrometers and a Discriminating Feature for Targeted Proteomics* , 2014, Molecular & Cellular Proteomics.

[6]  Gwendolyn M. Jang,et al.  Meta- and Orthogonal Integration of Influenza "OMICs" Data Defines a Role for UBR4 in Virus Budding. , 2015, Cell host & microbe.

[7]  F. Cunningham,et al.  The Ensembl Variant Effect Predictor , 2016, Genome Biology.

[8]  P. Shannon,et al.  Cytoscape: a software environment for integrated models of biomolecular interaction networks. , 2003, Genome research.

[9]  Matthias Selbach,et al.  Quantitative affinity purification mass spectrometry: a versatile technology to study protein–protein interactions , 2015, Front. Genet..

[10]  M. Mann,et al.  MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification , 2008, Nature Biotechnology.

[11]  J. Bonifacino,et al.  Cargo recognition in clathrin-mediated endocytosis. , 2013, Cold Spring Harbor perspectives in biology.

[12]  A. Gingras,et al.  Beyond hairballs: The use of quantitative mass spectrometry data to understand protein–protein interactions , 2012, FEBS letters.

[13]  Ricardo Villamarín-Salomón,et al.  ClinVar: public archive of interpretations of clinically relevant variants , 2015, Nucleic Acids Res..

[14]  Matthias Selbach,et al.  Picky: a simple online PRM and SRM method designer for targeted proteomics , 2018, Nature Methods.

[15]  Gary D. Bader,et al.  Frequent mutations in acetylation and ubiquitination sites suggest novel driver mechanisms of cancer , 2016, Genome Medicine.

[16]  Lei Shi,et al.  Structural Signatures and Membrane Helix 4 in GLUT1 , 2008, Journal of Biological Chemistry.

[17]  Zachary A. Szpiech,et al.  High-resolution network biology: connecting sequence with function , 2013, Nature Reviews Genetics.

[18]  Li-Huei Tsai,et al.  ALS-associated mutation FUS-R521C causes DNA damage and RNA splicing defects. , 2014, The Journal of clinical investigation.

[19]  Scott H. Soderling,et al.  Peptide Array X-Linking (PAX): A New Peptide-Protein Identification Approach , 2012, PloS one.

[20]  Sylvain V Costes,et al.  Automatic and quantitative measurement of protein-protein colocalization in live cells. , 2004, Biophysical journal.

[21]  Robert D. Finn,et al.  The Pfam protein families database: towards a more sustainable future , 2015, Nucleic Acids Res..

[22]  Ravi Iyengar,et al.  Mutation in SHOC2 promotes aberrant protein N-myristoylation and underlies Noonan-like syndrome with loose anagen hair , 2009, Nature Genetics.

[23]  Marco Y. Hein,et al.  Accurate Proteome-wide Label-free Quantification by Delayed Normalization and Maximal Peptide Ratio Extraction, Termed MaxLFQ * , 2014, Molecular & Cellular Proteomics.

[24]  J. Silberg,et al.  A transposase strategy for creating libraries of circularly permuted proteins , 2012, Nucleic acids research.

[25]  Aidan Budd,et al.  Short linear motifs: ubiquitous and functionally diverse protein interaction modules directing cell regulation. , 2014, Chemical reviews.

[26]  The UniProt Consortium,et al.  Reorganizing the protein space at the Universal Protein Resource (UniProt) , 2011, Nucleic Acids Res..

[27]  Jay Vyas,et al.  Viral infection and human disease--insights from minimotifs. , 2008, Frontiers in bioscience : a journal and virtual library.

[28]  Waltraud X. Schulze,et al.  A Novel Proteomic Screen for Peptide-Protein Interactions* , 2004, Journal of Biological Chemistry.

[29]  Haiyuan Yu,et al.  Three-dimensional reconstruction of protein networks provides insight into human genetic disease , 2012, Nature Biotechnology.

[30]  Marielle Boonen,et al.  Subcellular Trafficking of Mammalian Lysosomal Proteins: An Extended View , 2016, International journal of molecular sciences.

[31]  Tudor Groza,et al.  The Human Phenotype Ontology in 2017 , 2016, Nucleic Acids Res..

[32]  W. Wurst,et al.  Gene editing in mouse zygotes using the CRISPR/Cas9 system , 2018 .

[33]  Guillaume Vogt,et al.  Gains of glycosylation comprise an unexpectedly large group of pathogenic mutations , 2005, Nature Genetics.

[34]  I. Mackenzie,et al.  ALS‐associated fused in sarcoma (FUS) mutations disrupt Transportin‐mediated nuclear import , 2010, The EMBO journal.

[35]  Marco Y. Hein,et al.  Accurate Protein Complex Retrieval by Affinity Enrichment Mass Spectrometry (AE-MS) Rather than Affinity Purification Mass Spectrometry (AP-MS)* , 2014, Molecular & Cellular Proteomics.

[36]  Laurel A. Slaughter,et al.  New GLUT-1 mutation in a child with treatment-resistant epilepsy , 2009, Epilepsy Research.

[37]  S. Harik,et al.  Defective glucose transport across the blood-brain barrier as a cause of persistent hypoglycorrhachia, seizures, and developmental delay. , 1991, The New England journal of medicine.

[38]  Toby J. Gibson,et al.  ELM 2016—data update and new functionality of the eukaryotic linear motif resource , 2015, Nucleic Acids Res..

[39]  R. Frank The SPOT-synthesis technique. Synthetic peptide arrays on membrane supports--principles and applications. , 2002, Journal of immunological methods.

[40]  Brian Burke,et al.  A promiscuous biotin ligase fusion protein identifies proximal and interacting proteins in mammalian cells , 2012, The Journal of cell biology.

[41]  K. Kandror,et al.  Study of glucose uptake in adipose cells. , 2008, Methods in molecular biology.

[42]  E. Marcotte,et al.  It's the machine that matters: Predicting gene function and phenotype from protein networks. , 2010, Journal of proteomics.

[43]  Kinji Ohno,et al.  Position-dependent FUS-RNA interactions regulate alternative splicing events and transcriptions , 2012, Scientific Reports.

[44]  K. Boycott,et al.  Rare-disease genetics in the era of next-generation sequencing: discovery to translation , 2013, Nature Reviews Genetics.

[45]  Leland Wilkinson,et al.  ggplot2: Elegant Graphics for Data Analysis by WICKHAM, H. , 2011 .

[46]  R. Russell,et al.  Linear motifs: Evolutionary interaction switches , 2005, FEBS letters.

[47]  M. Vidal,et al.  Edgetic perturbation models of human inherited disorders , 2009, Molecular systems biology.

[48]  István Simon,et al.  BIOINFORMATICS ORIGINAL PAPER doi:10.1093/bioinformatics/btm035 Structural bioinformatics Local structural disorder imparts plasticity on linear motifs , 2022 .

[49]  CONTACT FOR REAGENT AND RESOURCE SHARING , 2018 .

[50]  Jerven T. Bolleman,et al.  Genetic Variations and Diseases in UniProtKB/Swiss-Prot: The Ins and Outs of Expert Manual Curation , 2014, Human mutation.

[51]  Ravi Iyengar,et al.  Mutation of SHOC2 promotes aberrant protein N-myristoylation and causes Noonan-like syndrome with loose anagen hair , 2009 .

[52]  J. Jankovic,et al.  The role of FUS gene variants in neurodegenerative diseases , 2014, Nature Reviews Neurology.

[53]  J. Moult,et al.  Loss of protein structure stability as a major causative factor in monogenic disease. , 2005, Journal of molecular biology.

[54]  José A. Dianes,et al.  2016 update of the PRIDE database and its related tools , 2016, Nucleic Acids Res..

[55]  R. Francis,et al.  A Screen for Endocytic Motifs , 2010, Traffic.

[56]  Predrag Radivojac,et al.  Gain and Loss of Phosphorylation Sites in Human Cancer , 2022 .

[57]  K. Pandey Functional roles of short sequence motifs in the endocytosis of membrane receptors. , 2009, Frontiers in bioscience.

[58]  Matthias Mann,et al.  Innovations: Functional and quantitative proteomics using SILAC , 2006, Nature Reviews Molecular Cell Biology.

[59]  Harald Stenmark,et al.  The ESCRT machinery in endosomal sorting of ubiquitylated membrane proteins , 2009, Nature.

[60]  G. Dittmar,et al.  Protein Interaction Screen on Peptide Matrix (PRISMA) reveals interaction footprints and the PTM-dependent interactome of intrinsically disordered C/EBPβ , 2017, bioRxiv.

[61]  J. Cloutier,et al.  Robo1 Regulates Semaphorin Signaling to Guide the Migration of Cortical Interneurons through the Ventral Forebrain , 2011, The Journal of Neuroscience.

[62]  Nejc Haberman,et al.  Widespread binding of FUS along nascent RNA regulates alternative splicing in the brain , 2012, Scientific Reports.

[63]  J. Shendure,et al.  Needles in stacks of needles: finding disease-causal variants in a wealth of genomic data , 2011, Nature Reviews Genetics.

[64]  M. Madan Babu,et al.  A million peptide motifs for the molecular biologist. , 2014, Molecular cell.

[65]  S. Tsai,et al.  Oncoprotein TLS Interacts with Serine-Arginine Proteins Involved in RNA Splicing* , 1998, The Journal of Biological Chemistry.

[66]  Toby J. Gibson,et al.  Experimental detection of short regulatory motifs in eukaryotic proteins: tips for good practice as well as for bad , 2015, Cell Communication and Signaling.

[67]  Vladimir Vacic,et al.  Disease-Associated Mutations Disrupt Functionally Important Regions of Intrinsic Protein Disorder , 2012, PLoS Comput. Biol..

[68]  Jürgen Götz,et al.  Pronuclear injection for the production of transgenic mice , 2007, Nature Protocols.

[69]  N. Bradbury,et al.  A Mutation in the Cystic Fibrosis Transmembrane Conductance Regulator Generates a Novel Internalization Sequence and Enhances Endocytic Rates* , 2003, The Journal of Biological Chemistry.

[70]  E. C. Dell'Angelica,et al.  AP-3-dependent trafficking and disease: the first decade. , 2009, Current opinion in cell biology.

[71]  A. H. Smits,et al.  Characterizing Protein-Protein Interactions Using Mass Spectrometry: Challenges and Opportunities. , 2016, Trends in biotechnology.

[72]  B. Weschke,et al.  Glucose transporter-1 deficiency syndrome: the expanding clinical and genetic spectrum of a treatable disorder. , 2010, Brain : a journal of neurology.

[73]  W. Antonin,et al.  The SNAREs vti1a and vti1b have distinct localization and SNARE complex partners. , 2002, European journal of cell biology.

[74]  H. Dyson,et al.  Intrinsically disordered proteins in cellular signalling and regulation , 2014, Nature Reviews Molecular Cell Biology.

[75]  A. Schürmann,et al.  Lysosomal localization of GLUT8 in the testis – the EXXXLL motif of GLUT8 is sufficient for its intracellular sorting via AP1- and AP2-mediated interaction , 2009, The FEBS journal.

[76]  Harvey T. McMahon,et al.  Molecular mechanism and physiological functions of clathrin-mediated endocytosis , 2011, Nature Reviews Molecular Cell Biology.

[77]  Gábor Csárdi,et al.  The igraph software package for complex network research , 2006 .

[78]  José A. Dianes,et al.  2016 update of the PRIDE database and its related tools , 2016, Nucleic Acids Res..

[79]  Johannes E. Schindelin,et al.  Fiji: an open-source platform for biological-image analysis , 2012, Nature Methods.

[80]  M. Mann,et al.  Stop and go extraction tips for matrix-assisted laser desorption/ionization, nanoelectrospray, and LC/MS sample pretreatment in proteomics. , 2003, Analytical chemistry.

[81]  Matthias Heinig,et al.  Quantitative Interaction Proteomics of Neurodegenerative Disease Proteins , 2015, Cell reports.

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

[83]  Tony Pawson,et al.  Protein Interaction Network of the Mammalian Hippo Pathway Reveals Mechanisms of Kinase-Phosphatase Interactions , 2013, Science Signaling.

[84]  Xiaoli Guo,et al.  Adaptor protein complexes and intracellular transport , 2014, Bioscience reports.

[85]  Christopher J. Oldfield,et al.  Intrinsically disordered proteins in human diseases: introducing the D2 concept. , 2008, Annual review of biophysics.