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Raval S, Douglas P, Laurent D, Khan MF, Lees-Miller SP, Schriemer DC. High-Efficiency Enrichment by Saturating Nanoliters of Protein Affinity Media. Anal Chem 2023; 95:15884-15892. [PMID: 37851921 DOI: 10.1021/acs.analchem.3c01736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
Affinity-purification mass spectrometry (AP-MS) is an established technique for identifying protein-protein interactions (PPIs). The basic technology involves immobilizing a high-specificity ligand to a solid-phase support (e.g., an agarose or magnetic bead) to pull down protein(s) of interest from cell lysates. Although these supports are engineered to minimize interactions with background protein, the conventional method recovers mostly nonspecific binders. The law of mass action for dilute solutions has taught us to use an excess of beads to capture all target proteins, especially weakly interacting ones. However, modern microbead technology presents a binding environment that is much different from a dilute solution. We describe a fluidic platform that captures and processes ultralow nanoliter quantities of magnetic particles, simultaneously increasing the efficiency of PPI detection and strongly suppressing nonspecific binding. We demonstrate the concept with synthetic mixtures of tagged protein and illustrate performance with a variety of AP-MS experiment types. These include a BioID experiment targeting lamin-A interactors from HeLa cells and pulldowns using GFP-tagged proteins associated with a double-strand DNA repair mechanism. We show that efficient extraction requires saturation of the solid-phase support and that <10 nL of beads is sufficient to generate comprehensive protein interaction maps.
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Affiliation(s)
- Shaunak Raval
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
- Department of Chemistry, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
| | - Pauline Douglas
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
| | - Danny Laurent
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
| | - Morgan F Khan
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
| | - Susan P Lees-Miller
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
| | - David C Schriemer
- Department of Biochemistry and Molecular Biology, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
- Department of Chemistry, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
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Pierrat OA, Liu M, Collie GW, Shetty K, Rodrigues MJ, Le Bihan YV, Gunnell EA, McAndrew PC, Stubbs M, Rowlands MG, Yahya N, Shehu E, Talbot R, Pickard L, Bellenie BR, Cheung KMJ, Drouin L, Innocenti P, Woodward H, Davis OA, Lloyd MG, Varela A, Huckvale R, Broccatelli F, Carter M, Galiwango D, Hayes A, Raynaud FI, Bryant C, Whittaker S, Rossanese OW, Hoelder S, Burke R, van Montfort RLM. Discovering cell-active BCL6 inhibitors: effectively combining biochemical HTS with multiple biophysical techniques, X-ray crystallography and cell-based assays. Sci Rep 2022; 12:18633. [PMID: 36329085 PMCID: PMC9633773 DOI: 10.1038/s41598-022-23264-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022] Open
Abstract
By suppressing gene transcription through the recruitment of corepressor proteins, B-cell lymphoma 6 (BCL6) protein controls a transcriptional network required for the formation and maintenance of B-cell germinal centres. As BCL6 deregulation is implicated in the development of Diffuse Large B-Cell Lymphoma, we sought to discover novel small molecule inhibitors that disrupt the BCL6-corepressor protein-protein interaction (PPI). Here we report our hit finding and compound optimisation strategies, which provide insight into the multi-faceted orthogonal approaches that are needed to tackle this challenging PPI with small molecule inhibitors. Using a 1536-well plate fluorescence polarisation high throughput screen we identified multiple hit series, which were followed up by hit confirmation using a thermal shift assay, surface plasmon resonance and ligand-observed NMR. We determined X-ray structures of BCL6 bound to compounds from nine different series, enabling a structure-based drug design approach to improve their weak biochemical potency. We developed a time-resolved fluorescence energy transfer biochemical assay and a nano bioluminescence resonance energy transfer cellular assay to monitor cellular activity during compound optimisation. This workflow led to the discovery of novel inhibitors with respective biochemical and cellular potencies (IC50s) in the sub-micromolar and low micromolar range.
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Affiliation(s)
- Olivier A Pierrat
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Manjuan Liu
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Gavin W Collie
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK
| | - Kartika Shetty
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK
| | - Matthew J Rodrigues
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK
| | - Yann-Vaï Le Bihan
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK
| | - Emma A Gunnell
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK
| | - P Craig McAndrew
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Mark Stubbs
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Martin G Rowlands
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Norhakim Yahya
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Erald Shehu
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Rachel Talbot
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Lisa Pickard
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Benjamin R Bellenie
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Kwai-Ming J Cheung
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Ludovic Drouin
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Paolo Innocenti
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Hannah Woodward
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Owen A Davis
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Matthew G Lloyd
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Ana Varela
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Rosemary Huckvale
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Fabio Broccatelli
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Michael Carter
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - David Galiwango
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Angela Hayes
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Florence I Raynaud
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Christopher Bryant
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Steven Whittaker
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Olivia W Rossanese
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Swen Hoelder
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Rosemary Burke
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Rob L M van Montfort
- Division of Cancer Therapeutics, Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, SM2 5NG, UK.
- Division of Structural Biology, The Institute of Cancer Research, London, SW3 6JB, UK.
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