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Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules

The functions of biological macromolecules are often associated with conformational malleability of the structures. This phenomenon of chemically identical molecules with different structures is coined structural polymorphism. Conventionally, structural polymorphism is observed directly by structura...

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Autores principales: Chang, Wei-Hau, Huang, Shih-Hsin, Lin, Hsin-Hung, Chung, Szu-Chi, Tu, I-Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580929/
https://www.ncbi.nlm.nih.gov/pubmed/36303748
http://dx.doi.org/10.3389/fbinf.2021.788308
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author Chang, Wei-Hau
Huang, Shih-Hsin
Lin, Hsin-Hung
Chung, Szu-Chi
Tu, I-Ping
author_facet Chang, Wei-Hau
Huang, Shih-Hsin
Lin, Hsin-Hung
Chung, Szu-Chi
Tu, I-Ping
author_sort Chang, Wei-Hau
collection PubMed
description The functions of biological macromolecules are often associated with conformational malleability of the structures. This phenomenon of chemically identical molecules with different structures is coined structural polymorphism. Conventionally, structural polymorphism is observed directly by structural determination at the density map level from X-ray crystal diffraction. Although crystallography approach can report the conformation of a macromolecule with the position of each atom accurately defined in it, the exploration of structural polymorphism and interpreting biological function in terms of crystal structures is largely constrained by the crystal packing. An alternative approach to studying the macromolecule of interest in solution is thus desirable. With the advancement of instrumentation and computational methods for image analysis and reconstruction, cryo-electron microscope (cryo-EM) has been transformed to be able to produce “in solution” structures of macromolecules routinely with resolutions comparable to crystallography but without the need of crystals. Since the sample preparation of single-particle cryo-EM allows for all forms co-existing in solution to be simultaneously frozen, the image data contain rich information as to structural polymorphism. The ensemble of structure information can be subsequently disentangled through three-dimensional (3D) classification analyses. In this review, we highlight important examples of protein structural polymorphism in relation to allostery, subunit cooperativity and function plasticity recently revealed by cryo-EM analyses, and review recent developments in 3D classification algorithms including neural network/deep learning approaches that would enable cryo-EM analyese in this regard. Finally, we brief the frontier of cryo-EM structure determination of RNA molecules where resolving the structural polymorphism is at dawn.
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spelling pubmed-95809292022-10-26 Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules Chang, Wei-Hau Huang, Shih-Hsin Lin, Hsin-Hung Chung, Szu-Chi Tu, I-Ping Front Bioinform Bioinformatics The functions of biological macromolecules are often associated with conformational malleability of the structures. This phenomenon of chemically identical molecules with different structures is coined structural polymorphism. Conventionally, structural polymorphism is observed directly by structural determination at the density map level from X-ray crystal diffraction. Although crystallography approach can report the conformation of a macromolecule with the position of each atom accurately defined in it, the exploration of structural polymorphism and interpreting biological function in terms of crystal structures is largely constrained by the crystal packing. An alternative approach to studying the macromolecule of interest in solution is thus desirable. With the advancement of instrumentation and computational methods for image analysis and reconstruction, cryo-electron microscope (cryo-EM) has been transformed to be able to produce “in solution” structures of macromolecules routinely with resolutions comparable to crystallography but without the need of crystals. Since the sample preparation of single-particle cryo-EM allows for all forms co-existing in solution to be simultaneously frozen, the image data contain rich information as to structural polymorphism. The ensemble of structure information can be subsequently disentangled through three-dimensional (3D) classification analyses. In this review, we highlight important examples of protein structural polymorphism in relation to allostery, subunit cooperativity and function plasticity recently revealed by cryo-EM analyses, and review recent developments in 3D classification algorithms including neural network/deep learning approaches that would enable cryo-EM analyese in this regard. Finally, we brief the frontier of cryo-EM structure determination of RNA molecules where resolving the structural polymorphism is at dawn. Frontiers Media S.A. 2021-12-08 /pmc/articles/PMC9580929/ /pubmed/36303748 http://dx.doi.org/10.3389/fbinf.2021.788308 Text en Copyright © 2021 Chang, Huang, Lin, Chung and Tu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioinformatics
Chang, Wei-Hau
Huang, Shih-Hsin
Lin, Hsin-Hung
Chung, Szu-Chi
Tu, I-Ping
Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title_full Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title_fullStr Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title_full_unstemmed Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title_short Cryo-EM Analyses Permit Visualization of Structural Polymorphism of Biological Macromolecules
title_sort cryo-em analyses permit visualization of structural polymorphism of biological macromolecules
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580929/
https://www.ncbi.nlm.nih.gov/pubmed/36303748
http://dx.doi.org/10.3389/fbinf.2021.788308
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