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Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations.

Publication ,  Journal Article
Wang, Z-Z; Wang, M-S; Wang, F; Shi, X-X; Huang, W; Hao, G-F; Yang, G-F
Published in: Brief Bioinform
July 18, 2022

Protein kinases play crucial roles in many cellular signaling processes, making them become important targets for drug discovery. But drug resistance mediated by mutation puts a barrier to the therapeutic effect of kinase inhibitors. Fragment-based drug discovery has been successfully applied to overcome such resistance. However, the complicate kinase-inhibitor fragment interaction and fragment-to-lead process seriously limit the efficiency of kinase inhibitor discovery against resistance caused by mutation. Here, we constructed a comprehensive web platform KinaFrag for the fragment-based kinase inhibitor discovery to overcome resistance. The kinase-inhibitor fragment space was investigated from 7783 crystal kinase-inhibitor fragment complexes, and the structural requirements of kinase subpockets were analyzed. The core fragment-based virtual screening workflow towards specific subpockets was developed to generate new kinase inhibitors. A series of tropomyosin receptor kinase (TRK) inhibitors were designed, and the most potent compound YT9 exhibits up to 70-fold activity improvement than marketed drugs larotrectinib and selitrectinib against G595R, G667C and F589L mutations of TRKA. YT9 shows promising antiproliferative against tumor cells in vitro and effectively inhibits tumor growth in vivo for wild type TRK and TRK mutants. Our results illustrate the great potential of KinaFrag in the kinase inhibitor discovery to combat resistance mediated by mutation. KinaFrag is freely available at http://chemyang.ccnu.edu.cn/ccb/database/KinaFrag/.

Duke Scholars

Published In

Brief Bioinform

DOI

EISSN

1477-4054

Publication Date

July 18, 2022

Volume

23

Issue

4

Location

England

Related Subject Headings

  • Receptor, trkA
  • Protein Kinase Inhibitors
  • Neoplasms
  • Mutation
  • Humans
  • Bioinformatics
  • Antineoplastic Agents
  • 3105 Genetics
  • 3102 Bioinformatics and computational biology
  • 3101 Biochemistry and cell biology
 

Citation

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Chicago
ICMJE
MLA
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Wang, Z.-Z., Wang, M.-S., Wang, F., Shi, X.-X., Huang, W., Hao, G.-F., & Yang, G.-F. (2022). Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations. Brief Bioinform, 23(4). https://doi.org/10.1093/bib/bbac203
Wang, Zhi-Zheng, Ming-Shu Wang, Fan Wang, Xing-Xing Shi, Wei Huang, Ge-Fei Hao, and Guang-Fu Yang. “Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations.Brief Bioinform 23, no. 4 (July 18, 2022). https://doi.org/10.1093/bib/bbac203.
Wang Z-Z, Wang M-S, Wang F, Shi X-X, Huang W, Hao G-F, et al. Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations. Brief Bioinform. 2022 Jul 18;23(4).
Wang, Zhi-Zheng, et al. “Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations.Brief Bioinform, vol. 23, no. 4, July 2022. Pubmed, doi:10.1093/bib/bbac203.
Wang Z-Z, Wang M-S, Wang F, Shi X-X, Huang W, Hao G-F, Yang G-F. Exploring the kinase-inhibitor fragment interaction space facilitates the discovery of kinase inhibitor overcoming resistance by mutations. Brief Bioinform. 2022 Jul 18;23(4).
Journal cover image

Published In

Brief Bioinform

DOI

EISSN

1477-4054

Publication Date

July 18, 2022

Volume

23

Issue

4

Location

England

Related Subject Headings

  • Receptor, trkA
  • Protein Kinase Inhibitors
  • Neoplasms
  • Mutation
  • Humans
  • Bioinformatics
  • Antineoplastic Agents
  • 3105 Genetics
  • 3102 Bioinformatics and computational biology
  • 3101 Biochemistry and cell biology