Alternative splicing in concert with protein intrinsic disorder enables increased functional diversity in multicellular organisms
Abstract
Alternative splicing of pre-mRNA generates two or more protein isoforms from a single gene, thereby contributing to protein diversity. Despite intensive efforts, an understanding of the protein structure–function implications of alternative splicing is still lacking. Intrinsic disorder, which is a lack of equilibrium 3D structure under physiological conditions, may provide this understanding. Intrinsic disorder is a common phenomenon, particularly in multicellular eukaryotes, and is responsible for important protein functions including regulation and signaling. We hypothesize that polypeptide segments affected by alternative splicing are most often intrinsically disordered such that alternative splicing enables functional and regulatory diversity while avoiding structural complications. We analyzed a set of 46 differentially spliced genes encoding experimentally characterized human proteins containing both structured and intrinsically disordered amino acid segments. We show that 81% of 75 alternatively spliced fragments in these proteins were associated with fully (57%) or partially (24%) disordered protein regions. Regions affected by alternative splicing were significantly biased toward encoding disordered residues, with a vanishingly small P value. A larger data set composed of 558 SwissProt proteins with known isoforms produced by 1,266 alternatively spliced fragments was characterized by applying the pondr vsl1 disorder predictor. Results from prediction data are consistent with those obtained from experimental data, further supporting the proposed hypothesis. Associating alternative splicing with protein disorder enables the time- and tissue-specific modulation of protein function needed for cell differentiation and the evolution of multicellular organisms.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Cell- and tissue-differentially regulated alternative splicing events are under-represented in folded protein domains and enriched in disordered, surface-accessible regions that embed short linear interaction motifs.
“While cell and tissue differentially-regulated AS events are significantly under-represented in functionally defined, folded domains in proteins, they are enriched in regions of protein disorder that typically are surface accessible and embed short linear interaction motifs (Buljan et al., 2012; Ellis et al., 2012; Romero et al., 2006).”
From A Highly Conserved Program of Neuronal Microexons Is Misregulated in Autistic Brains (2014) · cites this paper as Romero et al., 2006
The mRNA involved in alternative splicing shows a strong preference to code for disorder rather than for structure (with structured-domain-encoding exon skipping being the main exception).
“The mRNA involved in alternative splicing shows a strong preference to code for disorder rather than for structure (with structured-domain-encoding exon skipping being the main exception to this preference); adding and deleting protein segments is much less disruptive in IDRs than in structured regions [40].”
From Intrinsically disordered proteins play diverse roles in cell signaling (2022) · cites this paper as [40]
Cites
The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003
Boeckmann, B. (2003) · Nucleic Acids Research · doi:10.1093/nar/gkg095 · Cited by 3,894 · see citing works
Intrinsically unstructured proteins and their functions
Dyson, H. J., & Wright, P. E. (2005) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1589 · Cited by 3,871 · see citing works
Intrinsically unstructured proteins: re-assessing the protein structure-function paradigm
Wright, P. E., & Dyson, H. J. (1999) · Journal of Molecular Biology · doi:10.1006/jmbi.1999.3110 · Cited by 2,968 · see citing works
Gilbert, W. (1978) · Nature · doi:10.1038/271501a0 · Cited by 2,300 · see citing works
Prediction and Functional Analysis of Native Disorder in Proteins from the Three Kingdoms of Life
Ward, J. J., Sodhi, J. S., McGuffin, L. J., Buxton, B. F., & Jones, D. T. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.02.002 · Cited by 2,010 · see citing works
Intrinsic Disorder and Protein Function
Dunker, A. K., Brown, C. J., Lawson, J. D., Iakoucheva, L. M., & Obradović, Z. (2002) · Biochemistry · doi:10.1021/bi012159+ · Cited by 1,731 · see citing works
Self-citationNACP, A Protein Implicated in Alzheimer's Disease and Learning, Is Natively Unfolded
Weinreb, P. H., Zhen, W., Poon, A. W., Conway, K. A., & Lansbury, P. T. (1996) · Biochemistry · doi:10.1021/bi961799n · Cited by 1,524 · see citing works
Coupling of Local Folding to Site-Specific Binding of Proteins to DNA
Spolar, R. S., & Record, M. T. (1994) · Science · doi:10.1126/science.8303294 · Cited by 1,402 · see citing works
Function of alternative splicing
Stamm, S., Ben‐Ari, S., Rafalska, I., Tang, Y., Zhang, Z., Toiber, D., Thanaraj, T. A., & Soreq, H. (2004) · Gene · doi:10.1016/j.gene.2004.10.022 · Cited by 1,373 · see citing works
Reverse engineering of biological complexity
Csete, M. E., & Doyle, J. C. (2002) · Science · doi:10.1126/science.1069981 · Cited by 1,215 · see citing works
Intrinsic Disorder in Cell-signaling and Cancer-associated Proteins
Iakoucheva, L. M., Brown, C. J., Lawson, J. D., Obradović, Z., & Dunker, A. K. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)00969-5 · Cited by 1,214 · see citing works
Self-citationShowing your ID: intrinsic disorder as an ID for recognition, regulation and cell signaling
Uversky, V. N., Oldfield, C. J., & Dunker, A. K. (2005) · Journal of Molecular Recognition · doi:10.1002/jmr.747 · Cited by 847 · see citing works
Self-citationThe zootype and the phylotypic stage
Slack, J. M. W., Holland, P. W. H., & Graham, C. F. (1993) · Nature · doi:10.1038/361490a0 · Cited by 699 · see citing works
Intrinsic protein disorder in complete genomes.
Dunker, A. K., Zoran Obradovic, A., Romero, P. R., Garner, E. C., & Brown, C. J. (2000) · PubMed · Cited by 661 · see citing works
Self-citationALTERNATIVE SPLICING OF PRE-mRNA: Developmental Consequences and Mechanisms of Regulation
Lopez, A. J. (1998) · Annual Review of Genetics · doi:10.1146/annurev.genet.32.1.279 · Cited by 644 · see citing works
Kriwacki, R. W., Hengst, L., Tennant, L. L., Reed, S. I., & Wright, P. E. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.21.11504 · Cited by 576 · see citing works
How did alternative splicing evolve?
Ast, G. (2004) · Nature Reviews Genetics · doi:10.1038/nrg1451 · Cited by 559 · see citing works
Exploiting heterogeneous sequence properties improves prediction of protein disorder
Zoran Obradovic, A., Peng, K., Vučetić, S., Predrag Radivojac, A., & Dunker, A. K. (2005) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.20735 · Cited by 554 · see citing works
Self-citationEvolutionary Rate Heterogeneity in Proteins with Long Disordered Regions
Brown, C. J., Takayama, S., Campen, A., Vise, P., Marshall, T. W., Oldfield, C., Williams, C. J., & Dunker, A. (2002) · Journal of Molecular Evolution · doi:10.1007/s00239-001-2309-6 · Cited by 441 · see citing works
Self-citationIdentification and functions of usefully disordered proteins
Dunker, A. K., Brown, C. J., & Zoran Obradovic, A. (2002) · Advances in protein chemistry · doi:10.1016/s0065-3233(02)62004-2 · Cited by 410 · see citing works
Self-citationThe evolving roles of alternative splicing
Lareau, L. F., Green, R. E., Bhatnagar, R. S., & Brenner, S. E. (2004) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2004.05.002 · Cited by 315 · see citing works
Holt, C., & Sawyer, L. (1993) · Journal of the Chemical Society Faraday Transactions · doi:10.1039/ft9938902683 · Cited by 265 · see citing works
DisProt: a database of protein disorder
Vučetić, S., Zoran Obradovic, A., Vacic, V., Predrag Radivojac, A., Peng, K., Iakoucheva, L. M., Cortese, M. S., Lawson, J. D., Brown, C. J., Sikes, J. G., et al. (2004) · Bioinformatics · doi:10.1093/bioinformatics/bth476 · Cited by 238 · see citing works
Self-citationA receptor tyrosine kinase from choanoflagellates: Molecular insights into early animal evolution
King, N., & Carroll, S. B. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.261477698 · Cited by 234 · see citing works
Increase of functional diversity by alternative splicing
Kriventseva, E. V., Koch, I., Apweiler, R., Vingron, M., Peer Bork, B., Gelfand, M. S., & Sunyaev, S. R. (2003) · Trends in Genetics · doi:10.1016/s0168-9525(03)00023-4 · Cited by 228 · see citing works
Mark, W.-Y., Liao, J. C. C., Lü, Y., Ayed, A., Laister, R. C., Szymczyna, B. R., Chakrabartty, A., & Arrowsmith, C. H. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.10.045 · Cited by 175 · see citing works
Peneff, C., Ferrari, P., Charrier, V., Taburet, Y., Monnier, C., Roig-Zamboni, V., Winter, J., Harnois, M., Fassy, F., & Bourne, Y. (2001) · The EMBO Journal · doi:10.1093/emboj/20.22.6191 · Cited by 152 · see citing works
Alternative Splicing of Rac1 Generates Rac1b, a Self-activating GTPase
Fiegen, D., Haeusler, L. C., Blumenstein, L., Herbrand, U., Dvorský, R., Vetter, I. R., & Ahmadian, M. R. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m310281200 · Cited by 148 · see citing works
Assessing the Impact of Alternative Splicing on Domain Interactions in the Human Proteome
Resch, A. M., Xing, Y., Modrek, B., Gorlick, M. M., Riley, R. W., & Lee, C. J. (2003) · Journal of Proteome Research · doi:10.1021/pr034064v · Cited by 143 · see citing works
Alternative splicing and evolution
Boué, S., Letunić, I., & Peer Bork, B. (2003) · BioEssays · doi:10.1002/bies.10371 · Cited by 143 · see citing works
Emerging roles of BRCA1 alternative splicing
Orbán, T. I., & Oláh, E. (2003) · Molecular Pathology · doi:10.1136/mp.56.4.191 · Cited by 139 · see citing works
Environmental signals and cell fate specification in premigratory neural crest
Dorsky, R. I., Moon, R. T., & Raible, D. W. (2000) · BioEssays · doi:10.1002/1521-1878(200008)22:8 · Cited by 111 · see citing works
The Crystal Structures of EDA-A1 and EDA-A2
Hymowitz, S. G., Compaan, D. M., Yan, M., Wallweber, H. J. A., Dixit, V. M., Starovasnik, M. A., & de Vos, A. M. (2003) · Structure · doi:10.1016/j.str.2003.11.009 · Cited by 95 · see citing works
The Alternative Splicing Gallery (ASG): bridging the gap between genome and transcriptome
Leipzig, J. N. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh731 · Cited by 91 · see citing works
Adenovirus amazes at Cold Spring Harbor
Sambrook, J. (1977) · Nature · doi:10.1038/268101a0 · Cited by 86 · see citing works
Oakley, A. J., Harnnoi, T., Udomsinprasert, R., et al. (2001) · Protein Science · doi:10.1110/ps.ps.21201 · Cited by 82 · see citing works
Lee, K. A., Fuda, H., Lee, Y. C., Negishi, M., Strott, C. A., & Pedersen, L. C. (2003) · Journal of Biological Chemistry · doi:10.1074/jbc.m308312200 · Cited by 81 · see citing works
Adell, T., Grebenjuk, V. A., Wiens, M., & M�ller, W. E. G. (2003) · Development Genes and Evolution · doi:10.1007/s00427-003-0345-5 · Cited by 61 · see citing works
Alternatively and Constitutively Spliced Exons Are Subject to Different Evolutionary Forces
Chen, F., Wang, S., Chen, C.-J., Li, W., & Chuang, T. (2005) · Molecular Biology and Evolution · doi:10.1093/molbev/msj081 · Cited by 60 · see citing works
Terai, Y., Morikawa, N., Kawakami, K., et al. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2132833100 · Cited by 58 · see citing works
Large scale study of protein domain distribution in the context of alternative splicing
Liu, S. Y. (2003) · Nucleic Acids Research · doi:10.1093/nar/gkg668 · Cited by 54 · see citing works
Adaptive walks in a gene network model of morphogenesis: insights into the Cambrian explosion
Solé, R. V., Fernández, P., & Kauffman, S. A. (2003) · PubMed · doi:10.48550/arxiv.q-bio/0311013 · Cited by 53 · see citing works
Order, Disorder, and Flexibility
Iakoucheva, L. M., & Dunker, A. K. (2003) · Structure · doi:10.1016/j.str.2003.10.009 · Cited by 51 · see citing works
Self-citationZhu, K., Jutila, A., Tuominen, E. K. J., et al. (2001) · Protein Science · doi:10.1110/ps.21201 · Cited by 41 · see citing works
Andersson, K., Choulier, L., H�m�l�inen, M. D., Regenmortel, M. H. V. V., Altschuh, D., & Malmqvist, M. (2001) · Journal of Molecular Recognition · doi:10.1002/1099-1352(200101/02)14:1 · Cited by 37 · see citing works
The role of Trp‐82 in the folding of intestinal fatty acid binding protein
Dalessio, P. M., Fromholt, S., & Ropson, I. J. (2005) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.20463 · Cited by 26 · see citing works
Theoretical analysis of alternative splice forms using computational methods
Boué, S., Vingron, M., Kriventseva, E. V., et al. (2002) · Bioinformatics · doi:10.1093/bioinformatics/18.suppl_2.s65 · Cited by 16 · see citing works
Exploring Alternative Transcript Structure in the Human Genome Using BLOCKS and InterPro
Loraine, A. E., Helt, G. A., Cline, M., et al. (2003) · Journal of Bioinformatics and Computational Biology · doi:10.1142/s0219720003000113 · Cited by 12 · see citing works
Structural consequences of an amino acid deletion in the B1 domain of protein G
O’Neil, K. T., Bach, A., & DeGrado, W. F. (2000) · Proteins Structure Function and Bioinformatics · doi:10.1002/1097-0134(20001115)41:3 · Cited by 11 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The ensemble nature of allostery
Motlagh, H. N., Wrabl, J. O., Li, J., & Hilser, V. J. (2014) · Nature · doi:10.1038/nature13001 · Cited by 1,247 · see citing works
Intrinsically Disordered Proteins and Intrinsically Disordered Protein Regions
Oldfield, C. J., & Dunker, A. K. (2014) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-072711-164947 · Cited by 1,057 · see citing works
Self-citationFunction and structure of inherently disordered proteins
Dunker, A. K., Silman, I., Uversky, V. N., & Sussman, J. L. (2008) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2008.10.002 · Cited by 963 · see citing works
Self-citationA Highly Conserved Program of Neuronal Microexons Is Misregulated in Autistic Brains
Irimia, M., Weatheritt, R. J., Ellis, J. D., Parikshak, N. N., Gonatopoulos-Pournatzis, T., Babor, M., Quesnel-Vallières, M., Tapial, J., Raj, B., O’Hanlon, D., et al. (2014) · Cell · doi:10.1016/j.cell.2014.11.035 · Cited by 693 · see citing works
“…defined, folded domains in proteins, they ell 159, 1511–1523, December 18, 2014 ª2014 Elsevier Inc. 1511 are enriched in regions of protein disorder that typically are surface accessible and embed short linear interaction motifs (Buljan et al., 2012; Ellis et al., 2012; Romero et al., 2006).”
BackgroundFunction of alternative splicing
Kelemen, O., Convertini, P., Zhang, Z., Wen, Y., Shen, M., Falaleeva, M., & Stamm, S. (2013) · Gene · doi:10.1016/j.gene.2012.07.083 · Cited by 743 · see citing works
Widespread Expansion of Protein Interaction Capabilities by Alternative Splicing
Yang, X., Coulombe-Huntington, J., Kang, S., Sheynkman, G. M., Hao, T., Richardson, A., Sun, S., Yang, F., Shen, Y. A., Murray, R. R., et al. (2016) · Cell · doi:10.1016/j.cell.2016.01.029 · Cited by 583 · see citing works
Tissue-specific alternative splicing remodels protein-protein interaction networks
Ellis, J. D., Barrios-Rodiles, M., Çolak, R., Irimia, M., Kim, T., Calarco, J. A., Wang, X., Pan, Q., O'Hanlon, D., Kim, P. M., et al. (2012) · Molecular Cell · doi:10.1016/j.molcel.2012.05.037 · Cited by 431 · see citing works
Buljan, M., Chalancon, G., Eustermann, S., Wagner, G. P., Fuxreiter, M., Bateman, A., & Babu, M. M. (2012) · Molecular Cell · doi:10.1016/j.molcel.2012.05.039 · Cited by 396 · see citing works
Pejaver, V., Hsu, W., Xin, F., Dunker, A. K., Uversky, V. N., & Radivojac, P. (2014) · Protein Science · doi:10.1002/pro.2494 · Cited by 349 · see citing works
Self-citationPathological Unfoldomics of Uncontrolled Chaos: Intrinsically Disordered Proteins and Human Diseases
Uversky, V. N., Davé, V., Iakoucheva, L. M., Malaney, P., Metallo, S. J., Pathak, R. R., & Joerger, A. C. (2014) · Chemical Reviews · doi:10.1021/cr400713r · Cited by 288 · see citing works
Self-citationIntrinsically disordered proteins play diverse roles in cell signaling
Bondos, S. E., Dunker, A. K., & Uversky, V. N. (2022) · Cell Communication and Signaling · doi:10.1186/s12964-022-00821-7 · Cited by 222 · see citing works
Self-citationDynamic protein–DNA recognition: beyond what can be seen
Fuxreiter, M., Simon, I., & Bondos, S. (2011) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2011.04.006 · Cited by 167 · see citing works
Genome-wide Analysis of Alternative Pre-mRNA Splicing
Ben-Dov, C., Hartmann, B., Lundgren, J., & Valcárcel, J. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.r700033200 · Cited by 151 · see citing works
Intrinsically disordered proteins and multicellular organisms
Dunker, A. K., Bondos, S. E., Huang, F., & Oldfield, C. J. (2015) · Seminars in Cell & Developmental Biology · doi:10.1016/j.semcdb.2014.09.025 · Cited by 150 · see citing works
Self-citationProtein–protein interaction networks: how can a hub protein bind so many different partners?
Tsai, C.-J., Ma, B., & Nussinov, R. (2009) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2009.07.007 · Cited by 138 · see citing works
Discovery and mass spectrometric analysis of novel splice-junction peptides using RNA-Seq
Sheynkman, G. M., Shortreed, M. R., Frey, B. L., & Smith, L. M. (2013) · Molecular & Cellular Proteomics · doi:10.1074/mcp.o113.028142 · Cited by 128 · see citing works
Fonin, A. V., Darling, A. L., Kuznetsova, I. M., Turoverov, K. K., & Uversky, V. N. (2019) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-019-03276-1 · Cited by 91 · see citing works
Self-citationZhou, J., Zhao, S., & Dunker, A. K. (2018) · Journal of Molecular Biology · doi:10.1016/j.jmb.2018.03.028 · Cited by 90 · see citing works
Self-citationThe mouth, the anus, and the blastopore—open questions about questionable openings
Hejnol, A., & Martindale, M. Q. (2009) · Animal Evolution · doi:10.1093/acprof:oso/9780199549429.003.0004 · Cited by 37 · see citing works
Hao, Y., Colak, R., Teyra, J., Corbi-Verge, C., Ignatchenko, A., Hahne, H., Wilhelm, M., Kuster, B., Braun, P., Kaida, D., et al. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.06.031 · Cited by 23 · see citing works
Genomic, phylogenetic, and cell biological insights into metazoan origins
Nichols, S. A., Dayel, M. J., & King, N. (2009) · Animal Evolution · doi:10.1093/acprof:oso/9780199549429.003.0003 · Cited by 24 · see citing works
Intrinsic protein disorder and protein modifications in the processing of biological signals
Phillips, A. H., & Kriwacki, R. W. (2020) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2019.09.003 · Cited by 21 · see citing works
- Authors
- Romero, P. R., Zaidi, S., Fang, Y. Y., Uversky, V. N., Radivojac, P., Oldfield, C. J., Cortese, M. S., Sickmeier, M., LeGall, T., Obradovic, Z., & Dunker, A. K.
- Affiliations
- Indiana University Indianapolis (US)
- Indiana University – Purdue University Indianapolis (US)
- School of Informatics, Indiana University, Eigenmann Hall 1005, 1900 East 10th Street, Bloomington, IN 47406; and
- Center for Information Science and Technology, Temple University, 303 Wachman Hall (038-24), 1805 North Broad Street, Philadelphia, PA 19122
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2006-05-30
- Volume
- 103
- Issue
- 22
- Pages
- 8390-8395
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- OpenAlex
- W2119986079
- Cited by
- 480
- References
- 49
- Citations by year
- 2026: 14 · 2025: 13 · 2024: 10 · 2023: 18 · 2022: 23 · 2021: 15 · 2020: 22 · 2019: 22 · 2018: 26 · 2017: 21 · 2016: 27 · 2015: 23 · 2014: 33 · 2013: 37 · 2012: 31
- FWCI
- 13.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed (publishedVersion)
- Digital Commons - University of South Florida (University of South Florida) (submittedVersion)
- Funders
- Eli Lilly and Company
- Lilly Endowment
- National Institutes of Health
- U.S. National Library of Medicine (R01LM007688)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Research and Splicing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Keywords
- alternative splicing, intrinsically disordered proteins, protein isoforms, protein structure-function relationship, differentially spliced genes, disorder prediction, multicellular organisms, cell differentiation
- MeSH terms
- Animals, Humans, Models, Molecular, Protein Conformation, Proteins, Transcription, Genetic, Alternative Splicing, Protein Isoforms
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review