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Title: Computationally designed peptide macrocycle inhibitors of New Delhi metallo-β-lactamase 1

Journal Article · · Proceedings of the National Academy of Sciences of the United States of America
ORCiD logo [1]; ORCiD logo [2];  [2];  [3];  [3];  [2];  [3];  [2]; ORCiD logo [3];  [4];  [5];  [6];  [7];  [8];  [9];  [2]; ORCiD logo [3]
  1. Flatiron Institute, New York, NY (United States). Center for Computational Biology; Univ. of Washington, Seattle, WA (United States). Dept. of Biochemistry, Molecular Engineering and Sciences. Inst. for Protein Design
  2. Univ. of British Columbia, Vancouver, BC (Canada). Centre for Blood Research. Dept. of Biochemistry and Molecular Biology
  3. Univ. of Washington, Seattle, WA (United States). Dept. of Biochemistry, Molecular Engineering and Sciences. Inst. for Protein Design
  4. Stanford Univ., CA (United States). School of Medicine. Dept. of Biochemistry
  5. Flatiron Institute, New York, NY (United States). Center for Computational Biology
  6. Univ. of North Carolina, Chapel Hill, NC (United States). Dept. of Biochemistry and Biophysics
  7. Franklin & Marshall College, Lancaster, PA (United States). Dept. of Chemistry; Johns Hopkins Univ., Baltimore, MD (United States). Dept. of Chemical & Biomolecular Engineering
  8. Vanderbilt Univ., Nashville, TN (United States). Dept. of Chemistry. Center for Structural Biology
  9. Flatiron Institute, New York, NY (United States). Center for Computational Biology; New York Univ. (NYU), NY (United States). Dept. of Biology. Center for Genomics and Systems Biology; New York Univ. (NYU), NY (United States). Dept. of Computer Science. Courant Inst. of Mathematical Sciences

The rise of antibiotic resistance calls for new therapeutics targeting resistance factors such as the New Delhi metallo-β-lactamase 1 (NDM-1), a bacterial enzyme that degrades β-lactam antibiotics. We present structure-guided computational methods for designing peptide macrocycles built from mixtures ofl- andd-amino acids that are able to bind to and inhibit targets of therapeutic interest. Our methods explicitly consider the propensity of a peptide to favor a binding-competent conformation, which we found to predict rank order of experimentally observed IC50 values across seven designed NDM-1- inhibiting peptides. We were able to determine X-ray crystal structures of three of the designed inhibitors in complex with NDM-1, and in all three the conformation of the peptide is very close to the computationally designed model. In two of the three structures, the binding mode with NDM-1 is also very similar to the design model, while in the third, we observed an alternative binding mode likely arising from internal symmetry in the shape of the design combined with flexibility of the target. Although challenges remain in robustly predicting target backbone changes, binding mode, and the effects of mutations on binding affinity, our methods for designing ordered, binding-competent macrocycles should have broad applicability to a wide range of therapeutic targets.

Research Organization:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities Division
Grant/Contract Number:
AC02-05CH11231; AC02-06CH11357
OSTI ID:
1816323
Journal Information:
Proceedings of the National Academy of Sciences of the United States of America, Vol. 118, Issue 12; ISSN 0027-8424
Publisher:
National Academy of SciencesCopyright Statement
Country of Publication:
United States
Language:
English

References (24)

A De Novo Protein Binding Pair By Computational Design and Directed Evolution journal April 2011
Accurate de novo design of hyperstable constrained peptides journal September 2016
Simultaneous Optimization of Biomolecular Energy Functions on Features from Small Molecules and Macromolecules journal November 2016
A comparison of the immunogenicity of a pair of enantiomeric proteins journal July 1993
Cyclic peptide oral bioavailability: Lessons from the past: Cyclic Peptide Oral Bioavailability journal November 2016
Overcoming Resistance to β-Lactam Antibiotics journal March 2013
Diagnosing the decline in pharmaceutical R&D efficiency journal March 2012
Trends in Risks Associated With New Drug Development: Success Rates for Investigational Drugs journal February 2010
Diversity and Proliferation of Metallo-β-Lactamases: a Clarion Call for Clinically Effective Metallo-β-Lactamase Inhibitors journal September 2018
Global, regional, and national sepsis incidence and mortality, 1990–2017: analysis for the Global Burden of Disease Study journal January 2020
MolProbity: More and better reference data for improved all-atom structure validation: PROTEIN SCIENCE.ORG journal November 2017
Computational design of mixed chirality peptide macrocycles with internal symmetry journal November 2020
A structural view of the antibiotic degradation enzyme NDM-1 from a superbug journal May 2011
Crystal structure of New Delhi metallo-β-lactamase reveals molecular basis for antibiotic resistance journal August 2011
Role of the Biomolecular Energy Gap in Protein Design, Structure, and Evolution journal April 2012
New Delhi Metallo-β-Lactamase: Structural Insights into β-Lactam Recognition and Inhibition journal July 2012
Characterization of a New Metallo- -Lactamase Gene, blaNDM-1, and a Novel Erythromycin Esterase Gene Carried on a Unique Genetic Structure in Klebsiella pneumoniae Sequence Type 14 from India journal September 2009
The emerging role of computational design in peptide macrocycle drug discovery journal April 2020
RosettaScripts: A Scripting Language Interface to the Rosetta Macromolecular Modeling Suite journal June 2011
Incorporation of Noncanonical Amino Acids into Rosetta and Use in Computational Protein-Peptide Interface Design journal March 2012
Comprehensive computational design of ordered peptide macrocycles journal December 2017
Computer Aided Drug Design: Success and Limitations journal January 2016
Proliferation and significance of clinically relevant β-lactamases: β-lactamase overview journal January 2013
De novo design of covalently constrained mesosize protein scaffolds with unique tertiary structures journal September 2017