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PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics.

Publication ,  Journal Article
Shi, X-X; Wang, Z-Z; Wang, Y-L; Huang, G-Y; Yang, J-F; Wang, F; Hao, G-F; Yang, G-F
Published in: Brief Bioinform
January 17, 2022

Protein post-translational modifications (PTM) play vital roles in cellular regulation, modulating functions by driving changes in protein structure and dynamics. Exploring comprehensively the influence of PTM on conformational dynamics can facilitate the understanding of the related biological function and molecular mechanism. Currently, a series of excellent computation tools have been designed to analyze the time-dependent structural properties of proteins. However, the protocol aimed to explore conformational dynamics of post-translational modified protein is still a blank. To fill this gap, we present PTMdyna to visually predict the conformational dynamics differences between unmodified and modified proteins, thus indicating the influence of specific PTM. PTMdyna exhibits an AUC of 0.884 tested on 220 protein-protein complex structures. The case of heterochromatin protein 1α complexed with lysine 9-methylated histone H3, which is critical for genomic stability and cell differentiation, was used to demonstrate its applicability. PTMdyna provides a reliable platform to predict the influence of PTM on protein dynamics, making it easier to interpret PTM functionality at the structure level. The web server is freely available at http://ccbportal.com/PTMdyna.

Duke Scholars

Published In

Brief Bioinform

DOI

EISSN

1477-4054

Publication Date

January 17, 2022

Volume

23

Issue

1

Location

England

Related Subject Headings

  • Protein Processing, Post-Translational
  • Protein Conformation
  • Lysine
  • Histones
  • Bioinformatics
  • 3105 Genetics
  • 3102 Bioinformatics and computational biology
  • 3101 Biochemistry and cell biology
  • 0899 Other Information and Computing Sciences
  • 0802 Computation Theory and Mathematics
 

Citation

APA
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ICMJE
MLA
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Shi, X.-X., Wang, Z.-Z., Wang, Y.-L., Huang, G.-Y., Yang, J.-F., Wang, F., … Yang, G.-F. (2022). PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics. Brief Bioinform, 23(1). https://doi.org/10.1093/bib/bbab424
Shi, Xing-Xing, Zhi-Zheng Wang, Yu-Liang Wang, Guang-Yi Huang, Jing-Fang Yang, Fan Wang, Ge-Fei Hao, and Guang-Fu Yang. “PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics.Brief Bioinform 23, no. 1 (January 17, 2022). https://doi.org/10.1093/bib/bbab424.
Shi X-X, Wang Z-Z, Wang Y-L, Huang G-Y, Yang J-F, Wang F, et al. PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics. Brief Bioinform. 2022 Jan 17;23(1).
Shi, Xing-Xing, et al. “PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics.Brief Bioinform, vol. 23, no. 1, Jan. 2022. Pubmed, doi:10.1093/bib/bbab424.
Shi X-X, Wang Z-Z, Wang Y-L, Huang G-Y, Yang J-F, Wang F, Hao G-F, Yang G-F. PTMdyna: exploring the influence of post-translation modifications on protein conformational dynamics. Brief Bioinform. 2022 Jan 17;23(1).
Journal cover image

Published In

Brief Bioinform

DOI

EISSN

1477-4054

Publication Date

January 17, 2022

Volume

23

Issue

1

Location

England

Related Subject Headings

  • Protein Processing, Post-Translational
  • Protein Conformation
  • Lysine
  • Histones
  • Bioinformatics
  • 3105 Genetics
  • 3102 Bioinformatics and computational biology
  • 3101 Biochemistry and cell biology
  • 0899 Other Information and Computing Sciences
  • 0802 Computation Theory and Mathematics