Literature DB >> 33865811

Intrachain interaction topology can identify functionally similar intrinsically disordered proteins.

Jonathan Huihui1, Kingshuk Ghosh2.   

Abstract

Functionally similar IDPs (intrinsically disordered proteins) often have little sequence similarity. This is in stark contrast to folded proteins and poses a challenge for the inverse problem, functional classification of IDPs using sequence alignment. The problem is further compounded because of the lack of structure in IDPs, preventing structural alignment as an alternate tool for classification. Recent advances in heteropolymer theory unveiled a powerful set of sequence-patterning metrics bridging molecular interaction with chain conformation. Focusing only on charge patterning, these set of metrics yield a sequence charge decoration matrix (SCDM). SCDMs can potentially identify functionally similar IDPs not apparent from sequence alignment alone. Here, we illustrate how these information-rich "molecular blueprints" encoded in SCDMs can be used for functional classification of IDPs with specific application in three protein families-Ste50, PSC, and RAM-in which electrostatics is known to be important. For both the Ste50 and PSC protein family, the set of metrics appropriately classifies proteins in functional and nonfunctional groups in agreement with experiment. Furthermore, our algorithm groups synthetic variants of the disordered RAM region of the Notch receptor protein-important in gene expression-in reasonable accordance with classification based on experimentally measured binding constants of RAM and transcription factor. Taken together, the novel classification scheme reveals the critical role of a high-dimensional set of metrics-manifest in self-interaction maps and topology-in functional annotation of IDPs even when there is low sequence homology, providing the much-needed alternate to a traditional sequence alignment tool.
Copyright © 2021 Biophysical Society. Published by Elsevier Inc. All rights reserved.

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Year:  2021        PMID: 33865811      PMCID: PMC8204386          DOI: 10.1016/j.bpj.2020.11.2282

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  33 in total

1.  Sequence determinants of compaction in intrinsically disordered proteins.

Authors:  Joseph A Marsh; Julie D Forman-Kay
Journal:  Biophys J       Date:  2010-05-19       Impact factor: 4.033

2.  Analytical Theory for Sequence-Specific Binary Fuzzy Complexes of Charged Intrinsically Disordered Proteins.

Authors:  Alan N Amin; Yi-Hsuan Lin; Suman Das; Hue Sun Chan
Journal:  J Phys Chem B       Date:  2020-07-27       Impact factor: 2.991

3.  Phase Separation and Single-Chain Compactness of Charged Disordered Proteins Are Strongly Correlated.

Authors:  Yi-Hsuan Lin; Hue Sun Chan
Journal:  Biophys J       Date:  2017-05-05       Impact factor: 4.033

Review 4.  Intrinsically unstructured proteins and their functions.

Authors:  H Jane Dyson; Peter E Wright
Journal:  Nat Rev Mol Cell Biol       Date:  2005-03       Impact factor: 94.444

5.  A core subunit of Polycomb repressive complex 1 is broadly conserved in function but not primary sequence.

Authors:  Leslie Y Beh; Lucy J Colwell; Nicole J Francis
Journal:  Proc Natl Acad Sci U S A       Date:  2012-04-18       Impact factor: 11.205

6.  Slow Internal Dynamics and Charge Expansion in the Disordered Protein CGRP: A Comparison with Amylin.

Authors:  Sara M Sizemore; Stephanie M Cope; Anindya Roy; Giovanna Ghirlanda; Sara M Vaiana
Journal:  Biophys J       Date:  2015-09-01       Impact factor: 4.033

7.  Hydropathy Patterning Complements Charge Patterning to Describe Conformational Preferences of Disordered Proteins.

Authors:  Wenwei Zheng; Gregory Dignon; Matthew Brown; Young C Kim; Jeetain Mittal
Journal:  J Phys Chem Lett       Date:  2020-04-17       Impact factor: 6.475

8.  Charge fluctuation effects on the shape of flexible polyampholytes with applications to intrinsically disordered proteins.

Authors:  Himadri S Samanta; Debayan Chakraborty; D Thirumalai
Journal:  J Chem Phys       Date:  2018-10-28       Impact factor: 3.488

9.  Structural heterogeneity in the intrinsically disordered RNA polymerase II C-terminal domain.

Authors:  Bede Portz; Feiyue Lu; Eric B Gibbs; Joshua E Mayfield; M Rachel Mehaffey; Yan Jessie Zhang; Jennifer S Brodbelt; Scott A Showalter; David S Gilmour
Journal:  Nat Commun       Date:  2017-05-12       Impact factor: 14.919

10.  KMAD: knowledge-based multiple sequence alignment for intrinsically disordered proteins.

Authors:  Joanna Lange; Lucjan S Wyrwicz; Gert Vriend
Journal:  Bioinformatics       Date:  2015-11-14       Impact factor: 6.937

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  4 in total

1.  Can sequence-specific and dynamics-based metrics allow us to decipher the function in IDP sequences?

Authors:  S Banu Ozkan
Journal:  Biophys J       Date:  2021-04-16       Impact factor: 4.033

Review 2.  The Protein Folding Problem: The Role of Theory.

Authors:  Roy Nassar; Gregory L Dignon; Rostam M Razban; Ken A Dill
Journal:  J Mol Biol       Date:  2021-07-03       Impact factor: 6.151

Review 3.  Rules of Physical Mathematics Govern Intrinsically Disordered Proteins.

Authors:  Kingshuk Ghosh; Jonathan Huihui; Michael Phillips; Austin Haider
Journal:  Annu Rev Biophys       Date:  2022-02-04       Impact factor: 19.763

Review 4.  A Mechanistic Model for Cell Cycle Control in Which CDKs Act as Switches of Disordered Protein Phase Separation.

Authors:  Liliana Krasinska; Daniel Fisher
Journal:  Cells       Date:  2022-07-13       Impact factor: 7.666

  4 in total

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