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Mechanisms of Specific versus Nonspecific Interactions of Aggregation-Prone Inhibitors and Attenuators

  • Stephen Boulton
    Stephen Boulton
    Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario L8S 4L8, Canada
  • Rajeevan Selvaratnam
    Rajeevan Selvaratnam
    Department of Chemistry and Chemical Biology, McMaster University, Hamilton, Ontario L8S 4L8, Canada
    Department of Laboratory Medicine, University Health Network, Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario M5G 2C4, Canada
  • Rashik Ahmed
    Rashik Ahmed
    Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario L8S 4L8, Canada
    More by Rashik Ahmed
  • Katherine Van
    Katherine Van
    Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario L8S 4L8, Canada
  • Xiaodong Cheng
    Xiaodong Cheng
    Department of Integrative Biology and Pharmacology and Texas Therapeutics Institute, McGovern Medical School, University of Texas Health Science Center, Houston, Texas 77030, United States
  • , and 
  • Giuseppe Melacini*
    Giuseppe Melacini
    Department of Biochemistry and Biomedical Sciences, Department of Chemistry and Chemical Biology, McMaster University, Hamilton, Ontario L8S 4L8, Canada
    *E-mail: [email protected]
Cite this: J. Med. Chem. 2019, 62, 10, 5063–5079
Publication Date (Web):May 10, 2019
https://doi.org/10.1021/acs.jmedchem.9b00258
Copyright © 2019 American Chemical Society
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Supporting Info (2)»

Abstract

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A common source of false positives in drug discovery is ligand self-association into large colloidal assemblies that nonspecifically inhibit target proteins. However, the mechanisms of aggregation-based inhibition (ABI) and ABI-attenuation by additives, such as Triton X-100 (TX) and human serum albumin (HSA), are not fully understood. Here, we investigate the molecular basis of ABI and ABI-attenuation through the lens of NMR and coupled thermodynamic cycles. We unexpectedly discover a new class of aggregating ligands that exhibit negligible interactions with proteins but act as competitive sinks for the free inhibitor, resulting in bell-shaped dose–response curves. TX attenuates ABI by converting inhibitory, protein-binding aggregates into nonbinding coaggregates, whereas HSA minimizes nonspecific ligand interactions by functioning as a reservoir for free inhibitor and preventing self-association. Hence, both TX and HSA are useful tools to minimize false positives arising from nonspecific binding but at the cost of potentially introducing false negatives due to suppression of specific interactions.

Supporting Information

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The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acs.jmedchem.9b00258.

  • Supporting Tables S1–S2 and Figures S1–S8 (PDF)

  • Molecular Formula Strings (CSV)

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Cited By


This article is cited by 5 publications.

  1. Rashik Ahmed, Jinfeng Huang, Daniel K. Weber, Tata Gopinath, Gianluigi Veglia, Madoka Akimoto, Adree Khondker, Maikel C. Rheinstädter, Vincent Huynh, Ryan G. Wylie, José C. Bozelli, Jr., Richard M. Epand, Giuseppe Melacini. Molecular Mechanism for the Suppression of Alpha Synuclein Membrane Toxicity by an Unconventional Extracellular Chaperone. Journal of the American Chemical Society 2020, 142 (21) , 9686-9699. https://doi.org/10.1021/jacs.0c01894
  2. Hongzhao Shao, Hebatallah Mohamed, Stephen Boulton, Jinfeng Huang, Pingyuan Wang, Haiying Chen, Jia Zhou, Urszula Luchowska-Stańska, Nicholas G. Jentsch, Alison L. Armstrong, Jakob Magolan, Stephen Yarwood, Giuseppe Melacini. Mechanism of Action of an EPAC1-Selective Competitive Partial Agonist. Journal of Medicinal Chemistry 2020, 63 (9) , 4762-4775. https://doi.org/10.1021/acs.jmedchem.9b02151
  3. Hayarpi Torosyan, Brian K. Shoichet. Protein Stability Effects in Aggregate-Based Enzyme Inhibition. Journal of Medicinal Chemistry 2019, 62 (21) , 9593-9599. https://doi.org/10.1021/acs.jmedchem.9b01019
  4. Bouvet, Blondeau, Lezoualc’h. The Epac1 Protein: Pharmacological Modulators, Cardiac Signalosome and Pathophysiology. Cells 2019, 8 (12) , 1543. https://doi.org/10.3390/cells8121543
  5. Alveena Ahmed, Stephen Boulton, Hongzhao Shao, Madoka Akimoto, Amarnath Natarajan, Xiaodong Cheng, Giuseppe Melacini. Recent Advances in EPAC-Targeted Therapies: A Biophysical Perspective. Cells 2019, 8 (11) , 1462. https://doi.org/10.3390/cells8111462

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