Inhibition of β-lactamase function by de novo designed peptide
PLOS ONE
RESEARCH ARTICLE
Inhibition of β-lactamase function by de novo
designed peptide
Arunima Mishra ID1*, Irena Cosic2, Ivan Loncarevic3, Drasko Cosic2, Hansel M. Fletcher1*
1 Division of Microbiology & Molecular Genetics, School of Medicine, Loma Linda University, Loma Linda,
California, United States America, 2 AMALNA Consulting, Black Rock, Melbourne, VIC, Australia,
3 QuantBioRes-QBR A/S, Copenhagen, Denmark
* (AM); (HMF)
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OPEN ACCESS
Citation: Mishra A, Cosic I, Loncarevic I, Cosic D,
Fletcher HM (2023) Inhibition of β-lactamase
function by de novo designed peptide. PLoS ONE
18(9): e0290845. https://doi.org/10.1371/journal.
pone.0290845
Editor: Farah Al-Marzooq, UAE University: United
Arab Emirates University, UNITED ARAB
EMIRATES
Received: May 12, 2023
Accepted: August 16, 2023
Published: September 8, 2023
Peer Review History: PLOS recognizes the
benefits of transparency in the peer review
process; therefore, we enable the publication of
all of the content of peer review and author
responses alongside final, published articles. The
editorial history of this article is available here:
https://doi.org/10.1371/journal.pone.0290845
Copyright: © 2023 Mishra et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All data generated or
analyzed during this study are included in the
published article. The detailed sequences of
peptides pep1-4 are not included in the article due
Abstract
Antimicrobial resistance is a great public health concern that is now described as a “silent
pandemic”. The global burden of antimicrobial resistance requires new antibacterial treatments, especially for the most challenging multidrug-resistant bacteria. There are various
mechanisms by which bacteria develop antimicrobial resistance including expression of βlactamase enzymes, overexpression of efflux pumps, reduced cell permeability through
downregulation of porins required for β-lactam entry, or modifications in penicillin-binding
proteins. Inactivation of the β-lactam antibiotics by β-lactamase enzymes is the most common mechanism of bacterial resistance to these agents. Although several effective smallmolecule inhibitors of β-lactamases such as clavulanic acid and avibactam are clinically
available, they act only on selected class A, C, and some class D enzymes. Currently, none
of the clinically approved inhibitors can effectively inhibit Class B metallo-β-lactamases.
Additionally, there is increased resistance to these inhibitors reported in several bacteria.
The objective of this study is to use the Resonant Recognition Model (RRM), as a novel
strategy to inhibit/modulate specific antimicrobial resistance targets. The RRM is a bio-physical approach that analyzes the distribution of energies of free electrons and posits that
there is a significant correlation between the spectra of this energy distribution and related
protein biological activity. In this study, we have used the RRM concept to evaluate the
structure-function properties of a group of 22 β-lactamase proteins and designed 30-mer
peptides with the desired RRM spectral periodicities (frequencies) to function as β-lactamase inhibitors. In contrast to the controls, our results indicate 100% inhibition of the class A
β-lactamases from Escherichia coli and Enterobacter cloacae. Taken together, the RRM
model can likely be utilized as a promising approach to design β-lactamase inhibitors for any
specific class. This may open a new direction to combat antimicrobial resistance.
Introduction
The discovery of penicillin by Alexander Fleming in 1929 is one of the major biomedical
breakthroughs in human history [1]. Since then, antibiotics have been recognized as a powerful drug and have directly saved numerous lives by enabling the treatment of once-common
PLOS ONE | https://doi.org/10.1371/journal.pone.0290845 September 8, 2023
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PLOS ONE
to unresolved intellectual property challenges. The
authors are willing to share the sequences in
response to individual requests to Hansel Fletcher
[] and/or Ivan Loncarevic
[].
Funding: RRM analysis, peptide design and
peptide synthesis were financed by QuantBioResQBR A/S. Work on testing of peptides was
supported by Public Health Services Grants
DE030411 and DE025852 from NIDCR (to HMF)
and DE029825 (to AM). The funder NIDCR had no
role in study design, data collection and analysis,
decision to publish, or preparation of the
manuscript.
Competing interests: The authors have declared
that no competing interests exist.
β-lactamase activity inhibiting peptide
causes of death such as pneumonia and sepsis. In addition, its use has had a significant positive
impact on a range of healthcare interventions such as surgery, chemotherapy, and organ transplants [2,3]. β-lactam antibiotics are the most often used antimicrobial agents and continue to
play a central role in treating bacterial infections [4,5]. These drugs have a highly reactive βlactam ring in their structure. At present, penicillins, cephalosporins, carbapenems and monobactams are the four main classes of β-lactam antibiotics in clinical use. They cause cell death
by interrupting bacterial cell-wall formation by binding to essential penicillin-binding proteins, enzymes that are involved in the terminal steps of peptidoglycan cross-linking, in both
Gram-positive and Gram-negative bacteria [6,7].
Like other antimicrobial classes, the widespread and excess use of β-lactams in clinical practice have led to antibiotic resistance in bacteria with a resultant big burden and extra cost on
health-delivery systems [8]. In the last 15 years, the problem of antibiotic resistance to two or
more drugs (multidrug-resistance) has increased exponentially, thus, challenging the management of severe healthcare-associated infections, increasing morbidity and mortality, and generating strains with extreme resistance [9,10]. More than 2.8 million antimicrobial-resistant
infections, linked to nearly 35,000 deaths at a healthcare cost of approximately 2 billion dollars,
have been recently reported in the United States of America [11]. The World Health Organization (WHO) has predicted that by 2050 deaths associated with multidrug-resistant bacteria
will be 10 million people a year which is greater than the current global deaths due to all cancers (8.2 million) costing up to $100 trillion [12].
The antimicrobial resistance mechanisms involve both enzymatic and non-enzymatic reactions. The enzymatic mechanism includes the expression of enzymes which can inactivate the
antibiotic. Non-enzymatic mechanisms may result from non-transmissible mechanisms (disabling the drugs, overexpression of efflux pumps, reduced cell permeability through downregulation of porins required for β-la (...truncated)