Literature DB >> 29239081

Development and Validation of 2D Difference Intensity Analysis for Chemical Library Screening by Protein-Detected NMR Spectroscopy.

John M Egner1, Davin R Jensen1, Michael D Olp1, Nolan W Kennedy1, Brian F Volkman1, Francis C Peterson1, Brian C Smith1, R Blake Hill1.   

Abstract

An academic chemical screening approach was developed by using 2D protein-detected NMR, and a 352-chemical fragment library was screened against three different protein targets. The approach was optimized against two protein targets with known ligands: CXCL12 and BRD4. Principal component analysis reliably identified compounds that induced nonspecific NMR crosspeak broadening but did not unambiguously identify ligands with specific affinity (hits). For improved hit detection, a novel scoring metric-difference intensity analysis (DIA)-was devised that sums all positive and negative intensities from 2D difference spectra. Applying DIA quickly discriminated potential ligands from compounds inducing nonspecific NMR crosspeak broadening and other nonspecific effects. Subsequent NMR titrations validated chemotypes important for binding to CXCL12 and BRD4. A novel target, mitochondrial fission protein Fis1, was screened, and six hits were identified by using DIA. Screening these diverse protein targets identified quinones and catechols that induced nonspecific NMR crosspeak broadening, hampering NMR analyses, but are currently not computationally identified as pan-assay interference compounds. The results established a streamlined screening workflow that can easily be scaled and adapted as part of a larger screening pipeline to identify fragment hits and assess relative binding affinities in the range of 0.3-1.6 mm. DIA could prove useful in library screening and other applications in which NMR chemical shift perturbations are measured.
© 2018 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  NMR spectroscopy; PAINS; drug discovery; fragment-based screening; principal component analysis

Mesh:

Substances:

Year:  2018        PMID: 29239081      PMCID: PMC5844354          DOI: 10.1002/cbic.201700386

Source DB:  PubMed          Journal:  Chembiochem        ISSN: 1439-4227            Impact factor:   3.164


  39 in total

1.  Cytosolic domain of the human mitochondrial fission protein fis1 adopts a TPR fold.

Authors:  Julie A Dohm; Sarah J Lee; J Marie Hardwick; R Blake Hill; Apostolos G Gittis
Journal:  Proteins       Date:  2004-01-01

2.  A 'rule of three' for fragment-based lead discovery?

Authors:  Miles Congreve; Robin Carr; Chris Murray; Harren Jhoti
Journal:  Drug Discov Today       Date:  2003-10-01       Impact factor: 7.851

3.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy.

Authors:  Richard A Friesner; Jay L Banks; Robert B Murphy; Thomas A Halgren; Jasna J Klicic; Daniel T Mainz; Matthew P Repasky; Eric H Knoll; Mee Shelley; Jason K Perry; David E Shaw; Perry Francis; Peter S Shenkin
Journal:  J Med Chem       Date:  2004-03-25       Impact factor: 7.446

Review 4.  Using chemical shift perturbation to characterise ligand binding.

Authors:  Mike P Williamson
Journal:  Prog Nucl Magn Reson Spectrosc       Date:  2013-03-21       Impact factor: 9.795

5.  New substructure filters for removal of pan assay interference compounds (PAINS) from screening libraries and for their exclusion in bioassays.

Authors:  Jonathan B Baell; Georgina A Holloway
Journal:  J Med Chem       Date:  2010-04-08       Impact factor: 7.446

6.  The program XEASY for computer-supported NMR spectral analysis of biological macromolecules.

Authors:  C Bartels; T H Xia; M Billeter; P Güntert; K Wüthrich
Journal:  J Biomol NMR       Date:  1995-07       Impact factor: 2.835

7.  The reaction of benzoquinone with amines and proteins.

Authors:  M Morrison; W Steele; D J Danner
Journal:  Arch Biochem Biophys       Date:  1969-11       Impact factor: 4.013

8.  NMRPipe: a multidimensional spectral processing system based on UNIX pipes.

Authors:  F Delaglio; S Grzesiek; G W Vuister; G Zhu; J Pfeifer; A Bax
Journal:  J Biomol NMR       Date:  1995-11       Impact factor: 2.835

9.  Fragment-based drug discovery of 2-thiazolidinones as inhibitors of the histone reader BRD4 bromodomain.

Authors:  Lele Zhao; Danyan Cao; Tiantian Chen; Yingqing Wang; Zehong Miao; Yechun Xu; Wuyan Chen; Xin Wang; Yanlian Li; Zhiyan Du; Bing Xiong; Jian Li; Chunyan Xu; Naixia Zhang; Jianhua He; Jingkang Shen
Journal:  J Med Chem       Date:  2013-05-14       Impact factor: 7.446

10.  Druggability analysis and structural classification of bromodomain acetyl-lysine binding sites.

Authors:  Lewis R Vidler; Nathan Brown; Stefan Knapp; Swen Hoelder
Journal:  J Med Chem       Date:  2012-07-12       Impact factor: 7.446

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