TY - JOUR
T1 - Hydropathy Patterning Complements Charge Patterning to Describe Conformational Preferences of Disordered Proteins
AU - Zheng, Wenwei
AU - Dignon, Gregory
AU - Brown, Matthew
AU - Kim, Young C.
AU - Mittal, Jeetain
N1 - Funding Information:
This work was partially supported by National Institutes of Health Grants R01GM118530, R01NS116176, and R01GM120537. Use of the high-performance computing capabilities of the Extreme Science and Engineering Discovery Environment (XSEDE), which is supported by the National Science Foundation (Project TG-MCB120014), is also gratefully acknowledged. W.Z. acknowledges the Research Computing at Arizona State University for providing HPC and storage that have contributed to the research results reported within this paper. Y.C.K. is supported by the Office of Naval Research via the U.S. Naval Research Laboratory base program.
Publisher Copyright:
Copyright © 2020 American Chemical Society.
PY - 2020/5/7
Y1 - 2020/5/7
N2 - Understanding the conformational ensemble of an intrinsically disordered protein (IDP) is of great interest due to its relevance to critical intracellular functions and diseases. It is now well established that the polymer scaling behavior can provide a great deal of information about the conformational properties as well as liquid-liquid phase separation of an IDP. It is, therefore, extremely desirable to be able to predict an IDP's scaling behavior from the protein sequence itself. The work in this direction so far has focused on highly charged proteins and how charge patterning can perturb their structural properties. As naturally occurring IDPs are composed of a significant fraction of uncharged amino acids, the rules based on charge content and patterning are only partially helpful in solving the problem. Here, we propose a new order parameter, sequence hydropathy decoration, which can provide a near-quantitative understanding of scaling and structural properties of IDPs devoid of charged residues. We combine this with a charge patterning parameter, sequence charge decoration, to obtain a general equation, parametrized from extensive coarse-grained simulation data, for predicting protein dimensions from the sequence. We finally test this equation against available experimental data and find a semiquantitative match in predicting the scaling behavior. We also provide guidance on how to extend this approach to experimental data, which should be feasible in the near future.
AB - Understanding the conformational ensemble of an intrinsically disordered protein (IDP) is of great interest due to its relevance to critical intracellular functions and diseases. It is now well established that the polymer scaling behavior can provide a great deal of information about the conformational properties as well as liquid-liquid phase separation of an IDP. It is, therefore, extremely desirable to be able to predict an IDP's scaling behavior from the protein sequence itself. The work in this direction so far has focused on highly charged proteins and how charge patterning can perturb their structural properties. As naturally occurring IDPs are composed of a significant fraction of uncharged amino acids, the rules based on charge content and patterning are only partially helpful in solving the problem. Here, we propose a new order parameter, sequence hydropathy decoration, which can provide a near-quantitative understanding of scaling and structural properties of IDPs devoid of charged residues. We combine this with a charge patterning parameter, sequence charge decoration, to obtain a general equation, parametrized from extensive coarse-grained simulation data, for predicting protein dimensions from the sequence. We finally test this equation against available experimental data and find a semiquantitative match in predicting the scaling behavior. We also provide guidance on how to extend this approach to experimental data, which should be feasible in the near future.
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U2 - 10.1021/acs.jpclett.0c00288
DO - 10.1021/acs.jpclett.0c00288
M3 - Article
C2 - 32227994
AN - SCOPUS:85084379443
SN - 1948-7185
VL - 11
SP - 3408
EP - 3415
JO - Journal of Physical Chemistry Letters
JF - Journal of Physical Chemistry Letters
IS - 9
ER -