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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1625300</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Development of polymyxin- and aminoglycoside-based outer membrane permeabilizers: a review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ramirez</surname>
<given-names>Danzel Marie</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1847539/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Schweizer</surname>
<given-names>Frank</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/702682/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Chemistry, University of Manitoba</institution>, <addr-line>Winnipeg, MB</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Medical Microbiology and Infectious Diseases, University of Manitoba</institution>, <addr-line>Winnipeg, MB</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/381647/overview">Piotr Majewski</ext-link>, Medical University of Bialystok, Poland</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/472383/overview">Paola Sperandeo</ext-link>, University of Milan, Italy</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/518757/overview">Tomoko Hanawa</ext-link>, Kyorin University, Japan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/903076/overview">Yejiao Shi</ext-link>, Shanghai University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Frank Schweizer, <email>frank.schweizer@umanitoba.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1625300</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Ramirez and Schweizer.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ramirez and Schweizer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The prevalence of antimicrobial resistance (AMR) necessitates the development of alternative therapeutic options, particularly against critical priority Gram-negative pathogens. The utilization of antibiotic adjuvants or potentiators is an advantageous strategy that targets bacterial resistance mechanisms, thereby augmenting the activity of an antibiotic used in combination. Among these, outer membrane (OM) permeabilizers are a promising class of adjuvants which compromise the OM barrier unique to Gram-negative bacteria. This review focuses on the emerging role of polymyxins and aminoglycosides &#x2013; two structurally distinct antibiotics with different modes of action, but share the ability to interact with the bacterial OM. Here, we explore the design, modification, and application of polymyxin- and aminoglycoside-based OM permeabilizers, highlighting their potential against resistant Gram-negative infections.</p>
</abstract>
<kwd-group>
<kwd>polymyxins</kwd>
<kwd>aminoglycosides</kwd>
<kwd>outer membrane permeabilizers</kwd>
<kwd>combination therapy</kwd>
<kwd>antibiotic adjuvants</kwd>
<kwd>potentiators</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="146"/>
<page-count count="15"/>
<word-count count="12230"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<sec id="sec2">
<label>1.1</label>
<title>Antibiotic resistance</title>
<p>Antibiotic resistance is a natural process (<xref ref-type="bibr" rid="ref27">D&#x2019;Costa et al., 2011</xref>) and environmental bacteria possess ancient intrinsic resistance mechanisms predating the introduction of antibiotics in the clinic (<xref ref-type="bibr" rid="ref25">Cox and Wright, 2013</xref>). However, the continuous application of antibiotics has contributed greatly to the selective pressure that promoted the dissemination of other resistance determinants (<xref ref-type="bibr" rid="ref62">Davies and Davies, 2010</xref>; <xref ref-type="bibr" rid="ref98">Perry et al., 2016</xref>). The prevalence of antimicrobial resistance (AMR) is now a global health threat (<xref ref-type="bibr" rid="ref87">Murray et al., 2022</xref>). In 2021, it was estimated that 1.27&#x202F;million deaths were directly attributable to bacterial AMR, while 4.71&#x202F;million deaths were associated with AMR (<xref ref-type="bibr" rid="ref88">Naghavi et al., 2024</xref>). A statistical model forecasted that the AMR burden will continue to increase to 1.91&#x202F;million attributable and 8.22&#x202F;million associated mortalities in 2050 (<xref ref-type="bibr" rid="ref88">Naghavi et al., 2024</xref>).</p>
<p>AMR is multifaceted and tackling this problem involves a tailored approach for different regions (<xref ref-type="bibr" rid="ref87">Murray et al., 2022</xref>). For instance, in low- and middle- income countries (LMICs) where the burden is high and first-line antibiotics fail, ensuring the availability and accessibility to second-line treatment options is required (<xref ref-type="bibr" rid="ref69">Laxminarayan et al., 2013</xref>; <xref ref-type="bibr" rid="ref87">Murray et al., 2022</xref>). Conversely, antibiotic stewardship is more beneficial for countries wherein the overuse and misuse of antibiotics are the main drivers of AMR (<xref ref-type="bibr" rid="ref87">Murray et al., 2022</xref>). Other issues such as inadequate healthcare infrastructure, trained personnel, and antibiotic surveillance systems also need to be addressed, particularly in LMICs with weak health systems (<xref ref-type="bibr" rid="ref69">Laxminarayan et al., 2013</xref>). It was forecasted that if the healthcare quality for infectious diseases and access to antibiotics were improved, the number of cumulative deaths that could be prevented between 2025 and 2050 was 92.0&#x202F;million (<xref ref-type="bibr" rid="ref88">Naghavi et al., 2024</xref>). More importantly, there is an urgent need for the innovation of novel antibiotics, as AMR threatens the effectiveness of existing treatments. Under a scenario wherein an anti-Gram-negative antimicrobial is successfully developed, an estimated 1.1&#x202F;million AMR deaths could be avoided by 2050 (<xref ref-type="bibr" rid="ref88">Naghavi et al., 2024</xref>). In spite of this, antibiotic discovery has declined, with large pharmaceutical companies no longer investing in antibiotics due to the unprofitable market (<xref ref-type="bibr" rid="ref83">Miethke et al., 2021</xref>). Push incentives are necessary to promote research and reduce the cost of drug development by funding different stages &#x2013; from hit generation to market utilization (<xref ref-type="bibr" rid="ref20">Cama et al., 2021</xref>; <xref ref-type="bibr" rid="ref83">Miethke et al., 2021</xref>). Pull incentives aim to provide financial viability to raise the return on investment post-approval (<xref ref-type="bibr" rid="ref4">&#x00C5;rdal et al., 2017</xref>; <xref ref-type="bibr" rid="ref11">Bhavnani et al., 2020</xref>), particularly for narrow-spectrum antibiotics reserved for drug-resistant infections which are difficult to commercialize (<xref ref-type="bibr" rid="ref136">Wells et al., 2024</xref>). In 2023, there were 244 potential candidates in the preclinical pipeline (<xref ref-type="bibr" rid="ref49">Gigante et al., 2024</xref>) and 97 products in the clinical pipeline (<xref ref-type="bibr" rid="ref82">Melchiorri et al., 2024</xref>). However, the current pipeline and recently approved antibiotics were deemed insufficient by the World Health Organization (WHO) in addressing the accelerating emergence of AMR (<xref ref-type="bibr" rid="ref100">Prasad et al., 2022</xref>; <xref ref-type="bibr" rid="ref82">Melchiorri et al., 2024</xref>). One of the bases in the evaluation is adhering to the bacterial priority pathogens list (<xref ref-type="bibr" rid="ref82">Melchiorri et al., 2024</xref>), which serves as a guideline for antibiotic research and development (<xref ref-type="bibr" rid="ref139">World Health Organization, 2024</xref>). Gram-negative bacteria resistant to last-resort antibiotics dominate the list, with carbapenem-resistant <italic>Acinetobacter baumannii</italic>, <italic>Enterobacterales</italic>, and <italic>Pseudomonas aeruginosa</italic> among the critical and high priority pathogens (<xref ref-type="bibr" rid="ref139">World Health Organization, 2024</xref>). While Gram-negative pathogens notably maintain their top ranking in the published list (<xref ref-type="bibr" rid="ref139">World Health Organization, 2024</xref>), majority of the antibiotics in our current arsenal are only effective against Gram-positive bacteria (<xref ref-type="bibr" rid="ref112">Saxena et al., 2023</xref>). Overall, these issues highlight an urgent gap in infectious disease therapy, and it is crucial to explore effective treatment options against Gram-negative pathogens.</p>
</sec>
<sec id="sec3">
<label>1.2</label>
<title>The outer membrane of Gram-negative bacteria is a permeability barrier</title>
<p>Gram-negative bacteria are notoriously more difficult to treat, as they possess an outer membrane (OM) in addition to the cytoplasmic or inner membrane, which serves as an intrinsic resistance mechanism that reduces drug uptake (<xref ref-type="bibr" rid="ref109">Reygaert, 2018</xref>). The decreased influx of drugs also works synergistically with resistance-nodulation-cell division (RND)-type efflux pumps, which span both membranes and actively extrude antibiotics (<xref ref-type="bibr" rid="ref89">Nikaido and Takatsuka, 2009</xref>). Since the OM is the interface between the bacterial cell and the external environment, the first challenge for a drug molecule is to overcome this permeability barrier. This asymmetric lipid bilayer is comprised of lipopolysaccharides (LPS) on the outer leaflet, phospholipids in the inner leaflet, and various OM proteins (OMPs) (<xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Outer membrane of Gram-negative bacteria.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram illustrating a bacterial cell envelope with labeled components. The outer membrane includes LPS structures and porins. Below is the periplasm containing an RND efflux pump spanning the periplasm and outer membrane. The inner membrane separates the periplasm from the cytoplasm. Blue and pink colors depict different structures.</alt-text>
</graphic>
</fig>
<p>The LPS consists of the O-antigen, core oligosaccharides, and lipid A. The O-antigen polysaccharides are the exposed portion of the LPS, extending out into the environment (<xref ref-type="bibr" rid="ref71">Lerouge and Vanderleyden, 2002</xref>; <xref ref-type="bibr" rid="ref64">Kim et al., 2016</xref>). The O-antigen is the hydrophilic domain of the LPS, with oligosaccharides that vary in chain lengths and sugar content, giving rise to differences in the antigenic typing between Gram-negative species and strains (<xref ref-type="bibr" rid="ref71">Lerouge and Vanderleyden, 2002</xref>). The presence of the O-antigen renders the LPS &#x201C;smooth,&#x201D; while a truncated LPS lacking the O-antigen or lipooligosaccharides (LOS), are termed &#x201C;rough&#x201D; (<xref ref-type="bibr" rid="ref71">Lerouge and Vanderleyden, 2002</xref>; <xref ref-type="bibr" rid="ref103">Raetz and Whitfield, 2002</xref>). The core oligosaccharides consist of variable sugar residues in the outer region, and a well-preserved inner region consisting of 3-deoxy-D-manno-oct-2-ulosonic acid (Kdo) and L-glycero-D-mannose-heptopyranose (Hep) (<xref ref-type="bibr" rid="ref43">Frirdich and Whitfield, 2005</xref>). Two Kdo units are linked to lipid A (<xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>), and these two components which form the Kdo<sub>2</sub>-lipid A complex are the minimum requirement for growth in Gram-negative bacteria (<xref ref-type="bibr" rid="ref102">Raetz et al., 2007</xref>). The Hep phosphates bind strongly with divalent cations which bridge LPS molecules, and these interactions provide structural integrity to the OM (<xref ref-type="bibr" rid="ref43">Frirdich and Whitfield, 2005</xref>). It is evident that the conservation of the inner core plays a crucial role in OM permeability (<xref ref-type="bibr" rid="ref43">Frirdich and Whitfield, 2005</xref>), as mutant Hep-deficient &#x201C;deep rough&#x201D; strains have a more penetrable OM (<xref ref-type="bibr" rid="ref30">DeLucia et al., 2011</xref>). The innermost component is lipid A, the hydrophobic portion of the LPS which anchors it to the OM (<xref ref-type="bibr" rid="ref47">Garcia-Vello et al., 2022</xref>). The lipid A is a glucosamine disaccharide acylated with 3-hydroxymyristic acid (<xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>). The presence of additional saturated fatty acid chains resulting in tight packing, are attributed to the increased hydrophobicity of the asymmetric bilayer relative to a phospholipid bilayer (<xref ref-type="bibr" rid="ref126">Vaara and Nurminen, 1999</xref>; <xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>). The glucosamine backbone is also phosphorylated and bridged via electrostatic interactions with divalent magnesium or calcium cations (<xref ref-type="bibr" rid="ref117">Snyder and McIntosh, 2000</xref>; <xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>; <xref ref-type="bibr" rid="ref121">Ude et al., 2021</xref>; <xref ref-type="bibr" rid="ref119">Sun et al., 2022</xref>) which contribute to the barrier function of the OM (<xref ref-type="bibr" rid="ref126">Vaara and Nurminen, 1999</xref>).</p>
<p>The most abundant OMPs in Gram-negative bacteria are porins (<xref ref-type="bibr" rid="ref23">Choi and Lee, 2019</xref>), which form water-filled pores that facilitate passive diffusion of small, hydrophilic molecules (<xref ref-type="bibr" rid="ref23">Choi and Lee, 2019</xref>). These channels can be non-specific or substrate-specific. The large, general diffusion porins in <italic>Enterobacterales</italic> allow entry of molecules with masses up to 600&#x202F;Da, while the specific porins in <italic>P. aeruginosa</italic> and <italic>A. baumannii</italic> have an exclusion limit of 200&#x202F;Da (<xref ref-type="bibr" rid="ref121">Ude et al., 2021</xref>). The absence of non-specific porins OmpF and OmpC in <italic>P. aeruginosa</italic> and <italic>A. baumannii</italic> (<xref ref-type="bibr" rid="ref22">Chevalier et al., 2017</xref>) makes the OM of these organisms less permeable in comparison to <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref121">Ude et al., 2021</xref>), which has an abundance of these porins. Furthermore, porins such as OmpA and OprF are involved in maintaining membrane integrity by stabilizing links between the OM and the peptidoglycan (<xref ref-type="bibr" rid="ref23">Choi and Lee, 2019</xref>; <xref ref-type="bibr" rid="ref121">Ude et al., 2021</xref>).</p>
<p>Altogether, the various components of the OM contribute to forming an effective permeability barrier. The preservation of the inner core, rigidity of the lipid interior of the LPS, and presence of certain porins provide stability to the OM (<xref ref-type="bibr" rid="ref126">Vaara and Nurminen, 1999</xref>; <xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>; <xref ref-type="bibr" rid="ref10">Bertani and Ruiz, 2018</xref>). The hydrophilic character of the O-antigen and core region, as well as porins, impart low permeation for hydrophobic molecules (<xref ref-type="bibr" rid="ref53">Hiroshi, 2003</xref>; <xref ref-type="bibr" rid="ref29">Delcour, 2009</xref>; <xref ref-type="bibr" rid="ref42">Fern&#x00E1;ndez and Hancock, 2012</xref>; <xref ref-type="bibr" rid="ref10">Bertani and Ruiz, 2018</xref>). Porins also have a size exclusion for hydrophilic molecules (<xref ref-type="bibr" rid="ref42">Fern&#x00E1;ndez and Hancock, 2012</xref>). Therefore, antibiotics with these physicochemical properties diffuse slowly across the OM and have limited activity against Gram-negative bacteria. In addition, the development of adaptive resistance can cause mutations resulting in low expression, loss or alterations of porins (<xref ref-type="bibr" rid="ref42">Fern&#x00E1;ndez and Hancock, 2012</xref>), thereby conferring resistance to porin-mediated antibiotics such as <italic>&#x03B2;</italic>-lactams and fluroquinolones (<xref ref-type="bibr" rid="ref52">Hancock and Bell, 1988</xref>; <xref ref-type="bibr" rid="ref53">Hiroshi, 2003</xref>).</p>
</sec>
</sec>
<sec id="sec4">
<label>2</label>
<title>Outer membrane permeabilizers enhance antibiotic uptake</title>
<p>OM permeabilizers are a class of antibiotic adjuvants, potentiators, or resistance breakers (<xref ref-type="bibr" rid="ref81">Melander and Melander, 2017</xref>; <xref ref-type="bibr" rid="ref38">Douafer et al., 2019</xref>; <xref ref-type="bibr" rid="ref68">Laws et al., 2019</xref>), which target the inherent resistance mechanism of OM impermeability in Gram-negative bacteria (<xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>). These agents interact with the lipid A component of the LPS leaflet, whereby the cationic groups of the OM perturbant form electrostatic interactions with the negatively charged phosphates (<xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>). This displaces stabilizing divalent magnesium or calcium cations, initially intercalated between phosphate groups, leading to increased OM permeability (<xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>). In addition, the hydrophobic portion of an OM permeabilizer can insert within the fatty acyl chains in lipid A, resulting in further membrane expansion (<xref ref-type="bibr" rid="ref132">Velkov et al., 2010</xref>). These combined effects disrupt the OM and consequently improve the periplasmic and/or intracellular concentration of a partner antibiotic.</p>
<p>The potentiation of OM impermeable antibacterial agents is of particular interest as they will greatly benefit from enhanced OM permeation. Moreover, being able to extend the activity spectrum toward Gram-negative bacteria is imperative, given the limited treatment options and their designation as high-priority pathogens by the WHO due to rising multidrug resistance. OM permeabilizing adjuvants have also been shown to enhance to activity of agents not necessarily hindered by the OM, and in the presence of additional resistance mechanisms such as inactivating enzymes and efflux (<xref ref-type="bibr" rid="ref81">Melander and Melander, 2017</xref>). Thus, porin-mediated <italic>&#x03B2;</italic>-lactams and &#x03B2;-lactamase inhibitors (BLIs) present themselves as suitable partner antibiotics. They have more accessible periplasmic targets, and there is substantial evidence, particularly from their synergy with aminoglycosides, that suggest they benefit from improved OM permeability. Potentiating &#x03B2;-lactam/&#x03B2;-lactamase inhibitor (BL/BLI) combinations is also important given their widespread clinical use. The efflux-susceptible tetracyclines are also notable candidates, as their initial bacteriostatic or growth inhibitory effects can be enhanced to bactericidal action when combined with an OM perturbant (<xref ref-type="bibr" rid="ref101">Qu et al., 2019</xref>). Moreover, the synergistic interaction is characterized by enhanced activity with a reduction in the concentration of both agents, thereby lowering the required dose which can alleviate toxic effects (<xref ref-type="bibr" rid="ref81">Melander and Melander, 2017</xref>). This strategy also reduces the emergence of resistance, as OM permeabilizers do not possess standalone activity (<xref ref-type="bibr" rid="ref81">Melander and Melander, 2017</xref>). Among the most notable OM permeabilizers are polymyxins, aminoglycosides, and their analogs, which will be discussed in detail in this review.</p>
<sec id="sec5">
<label>2.1</label>
<title>Polymyxins and their analogs as outer membrane permeabilizers</title>
<p>Polymyxins are antimicrobial peptides isolated from <italic>Bacillus polymyxa</italic>, which exert their bactericidal effect by targeting the bacterial OM (<xref ref-type="bibr" rid="ref132">Velkov et al., 2010</xref>). In probing the precise mechanism by which polymyxins bind to LPS, atomic force microscopy (AFM) experiments have elucidated that polymyxins form hexagonal crystalline structures with LPS on the surface of OM patches of <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref78">Manioglu et al., 2022</xref>). Based on surface plasmon resonance studies, it has also been proposed that polymyxins initially bind transiently with LPS, followed by membrane insertion as nucleates. These species then self-associate and accumulate as stable, long-lived clusters (<xref ref-type="bibr" rid="ref17">Buchholz et al., 2024</xref>). Polymyxins are then presumed to disrupt the physical integrity of the phospholipid bilayer of the inner membrane (<xref ref-type="bibr" rid="ref132">Velkov et al., 2010</xref>). The polymyxins straddle the interface of the hydrophilic head groups and fatty acyl chains, resulting in membrane thinning (<xref ref-type="bibr" rid="ref132">Velkov et al., 2010</xref>). This causes cell lysis and leakage of cytoplasmic content (<xref ref-type="bibr" rid="ref99">Poirel et al., 2017</xref>). However, there is evidence that suggests polymyxins target LPS present in the inner membrane (<xref ref-type="bibr" rid="ref111">Sabnis et al., 2021</xref>).</p>
<p>Despite their effectiveness, the associated neurotoxicity (<xref ref-type="bibr" rid="ref99">Poirel et al., 2017</xref>) and nephrotoxicity (<xref ref-type="bibr" rid="ref44">Gai et al., 2019</xref>) has restricted their clinical application as last-resort antibiotics for infections caused by multidrug-resistant (MDR) Gram-negative pathogens (<xref ref-type="bibr" rid="ref63">Phe et al., 2014</xref>). The polymyxins used in clinical practice are polymyxin E (colistin) and B (PMB), which differ by a <sc>D</sc>-leucine and <sc>D</sc>-phenylalanine, respectively, at position 6 within the peptide ring, (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Moreover, these polymyxins are a mixture of polypeptides (<xref ref-type="bibr" rid="ref86">Moubareck, 2020</xref>). Colistin is composed of colistin A and B, while the major components of PMB are PMB<sub>1</sub> and PMB<sub>2</sub>, which differ by a single methyl group in the lipid portion (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Structures of polymyxins and their derivatives.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chemical structures of polymyxins and their derivatives are shown. The compounds include polymyxins, PMBN, SPR741, SPR206, Di-C4 polymyxin, and guanidinylated polymyxins. Variations in molecular configurations and substitutions at positions R1, R2, R3, and R4 are identified, with detailed chemical groups described for each derivative.</alt-text>
</graphic>
</fig>
<p>Beyond their direct antibacterial activity, polymyxins have been repurposed and widely reported to synergize with aminoglycosides, <italic>&#x03B2;</italic>-lactams, BL/BLI combinations, fluoroquinolones, tetracyclines, macrolides, glycopeptides, lipoglycopeptides, fosfomycin, rifampicin, daptomycin, and chloramphenicol against Gram-negative bacteria (<xref ref-type="bibr" rid="ref41">Elemam et al., 2010</xref>; <xref ref-type="bibr" rid="ref76">MacNair et al., 2018</xref>; <xref ref-type="bibr" rid="ref72">Lin et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Shinohara et al., 2019</xref>; <xref ref-type="bibr" rid="ref1">Abdul Rahim et al., 2021</xref>; <xref ref-type="bibr" rid="ref96">Ontong et al., 2021</xref>; <xref ref-type="bibr" rid="ref138">Wickremasinghe et al., 2021</xref>; <xref ref-type="bibr" rid="ref61">Ju et al., 2022</xref>; <xref ref-type="bibr" rid="ref79">Mantzana et al., 2023</xref>; <xref ref-type="bibr" rid="ref92">Nwabor et al., 2023</xref>; <xref ref-type="bibr" rid="ref95">Olsson et al., 2024</xref>; <xref ref-type="bibr" rid="ref135">Wang et al., 2024b</xref>; <xref ref-type="bibr" rid="ref134">Wang et al., 2024a</xref>; <xref ref-type="bibr" rid="ref130">Van Den Berg et al., 2025</xref>). While it is established that polymyxins augment the activity of a partner antibiotic by disrupting the OM, the synergistic effect could also arise from the complementary mechanisms of both agents. A study demonstrated that novobiocin was able to stimulate LPS transport by binding to the LptB ATPase, thereby enhancing the activity of polymyxins (<xref ref-type="bibr" rid="ref77">Mandler et al., 2018</xref>).</p>
<p>Polymyxin analogs have also demonstrated the ability to potentiate different antibiotics. In essence, some of the most effective known OM permeabilizers are derived from polymyxins &#x2013; the &#x201C;gold standard&#x201D; polymyxin B nonapeptide (PMBN) (<xref ref-type="bibr" rid="ref128">Vaara and Vaara, 1983</xref>) and SPR741 (formerly NAB741) (<xref ref-type="bibr" rid="ref127">Vaara et al., 2010</xref>) which completed phase 1 clinical trials (<xref ref-type="bibr" rid="ref40">Eckburg et al., 2019</xref>). Due to the toxic nature of polymyxins, emphasis on alleviating nephrotoxicity (<xref ref-type="bibr" rid="ref28">Danner et al., 1989</xref>; <xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>; <xref ref-type="bibr" rid="ref127">Vaara et al., 2010</xref>; <xref ref-type="bibr" rid="ref90">Nilsson et al., 2015</xref>; <xref ref-type="bibr" rid="ref24">Corbett et al., 2017</xref>; <xref ref-type="bibr" rid="ref145">Zurawski et al., 2017</xref>) was factored in the design of these polymyxin-based OM permeabilizers, in which the key modifications involve the removal of the <italic>N</italic>-terminal lipid tail and reducing the number of 2,4-diaminobutyric (Dab) residues.</p>
<sec id="sec6">
<label>2.1.1</label>
<title>Deacylated polymyxins retain OM permeabilizing capabilities</title>
<p>Polymyxins with truncated fatty acyl chains are weakly or non-bactericidal due to the absence of the lipid tail which is crucial for eliciting the lethal action of polymyxins (<xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>). Nonetheless, polymyxin decapeptides (deacylated polymyxin (DAPB) and colistin), PMB and colistin nonapeptides, and PMB octapeptide and heptapeptide demonstrated the ability to permeabilize the OM (<xref ref-type="bibr" rid="ref66">Kimura et al., 1992</xref>; <xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>). Among these analogs, PMBN (<xref ref-type="fig" rid="fig2">Figure 2</xref>) was the most effective OM permeabilizer and retains the ability to bind to the LPS (<xref ref-type="bibr" rid="ref120">Tsubery et al., 2000</xref>; <xref ref-type="bibr" rid="ref85">Moison et al., 2017</xref>). It synergizes <italic>in vitro</italic> with antibiotics such as rifampicin, novobiocin, and erythromycin against <italic>E. coli</italic>, <italic>K. pneumoniae</italic>, and <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>). It also demonstrates <italic>in vivo</italic> efficacy in combination with novobiocin and erythromycin, and protected mice infected with <italic>K. pneumoniae</italic> and <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref93">Ofek et al., 1994</xref>). While PMBN was less toxic than polymyxins in several animal studies, it was found that it was still as nephrotoxic as PMB, and was therefore no longer considered for clinical use (<xref ref-type="bibr" rid="ref122">Vaara, 1992</xref>, <xref ref-type="bibr" rid="ref123">2010</xref>). PMBN is still contemporarily used as a tool for the development of OM permeabilizers, evident in several studies (<xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>). It has been widely investigated since its discovery, and its well-characterized properties have established PMBN as the benchmark for evaluating novel OM permeabilizers (<xref ref-type="bibr" rid="ref129">Vaara and Vaara, 2010</xref>; <xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>; <xref ref-type="bibr" rid="ref137">Wesseling and Martin, 2022</xref>).</p>
</sec>
<sec id="sec7">
<label>2.1.2</label>
<title>Polymyxins with fewer charges show reduced nephrotoxicity</title>
<p>The nephrotoxicity of PMBN prompted the development of polymyxins with three positive charges. NAB7061 possessed variations in the linear peptide segment with an octanoyl as the fatty acid tail, the <italic>C</italic>-terminal Dab replaced with an aminobutyryl residue, and absence of the <italic>N</italic>-terminal Dab (<xref ref-type="bibr" rid="ref125">Vaara et al., 2008</xref>). NAB7061 was notably synergistic with rifampin, clarithromycin, azithromycin, erythromycin, and mupirocin against <italic>E. coli</italic>, <italic>K. pneumoniae</italic>, and <italic>Enterobacter cloacae</italic> (<xref ref-type="bibr" rid="ref125">Vaara et al., 2008</xref>; <xref ref-type="bibr" rid="ref127">Vaara et al., 2010</xref>). Rifampicin and clarithromycin potentiation was also observed in <italic>A. baumannii</italic> (<xref ref-type="bibr" rid="ref125">Vaara et al., 2008</xref>). The <italic>in vivo</italic> potency of the combination therapy of NAB7061 and erythromycin was demonstrated in an experimental <italic>E. coli</italic> murine peritonitis model (<xref ref-type="bibr" rid="ref133">Vingsbo Lundberg et al., 2010</xref>).</p>
<p>Further optimization led to the development of SPR741, with the <italic>N</italic>-terminal lipid tail substituted with an acetyl group and one of the Dab residues replaced with serine (<xref ref-type="bibr" rid="ref127">Vaara et al., 2010</xref>; <xref ref-type="fig" rid="fig2">Figure 2</xref>). SPR741 synergized with multiple antibiotics such as rifampicin (<xref ref-type="bibr" rid="ref24">Corbett et al., 2017</xref>; <xref ref-type="bibr" rid="ref145">Zurawski et al., 2017</xref>; <xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>), clarithromycin (<xref ref-type="bibr" rid="ref24">Corbett et al., 2017</xref>; <xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>), erythromycin (<xref ref-type="bibr" rid="ref24">Corbett et al., 2017</xref>), azithromycin (<xref ref-type="bibr" rid="ref24">Corbett et al., 2017</xref>; <xref ref-type="bibr" rid="ref118">Stainton et al., 2018</xref>), ceftazidime (<xref ref-type="bibr" rid="ref40">Eckburg et al., 2019</xref>), and piperacillin-tazobactam (<xref ref-type="bibr" rid="ref40">Eckburg et al., 2019</xref>) against a variety of Gram-negative bacteria. The phase 1 studies of SPR741 demonstrated its safety and pharmacokinetics in combination with ceftazidime, aztreonam, and piperacillin-tazobactam (<xref ref-type="bibr" rid="ref40">Eckburg et al., 2019</xref>). However, further development of SPR471 was discontinued in favor of the standalone antibacterial agent SPR206 (<xref ref-type="fig" rid="fig2">Figure 2</xref>), a potent, non-nephrotoxic PMB derivative which may offer improved safety and efficacy profiles (<xref ref-type="bibr" rid="ref100">Prasad et al., 2022</xref>). It demonstrated both in vitro activity and in vivo efficacy against MDR Gram-negative bacteria (<xref ref-type="bibr" rid="ref14">Brown et al., 2019</xref>; <xref ref-type="bibr" rid="ref16">Bruss et al., 2021</xref>, <xref ref-type="bibr" rid="ref15">2023</xref>). In comparison to SPR741, SPR206 bears an aminobutyrate N-terminus with a 3-chlorophenyl moiety at the <italic>&#x03B2;</italic>-position (<xref ref-type="bibr" rid="ref14">Brown et al., 2019</xref>).</p>
</sec>
<sec id="sec8">
<label>2.1.3</label>
<title>Dilipid polymyxins modulate membrane selectivity</title>
<p>Dilipid polymyxins were synthesized with the hypothesis that additional hydrophobic character in the lipid component would enhance its ability to insert into membranes (<xref ref-type="bibr" rid="ref35">Domalaon et al., 2018a</xref>). The Dab amine side chain was acylated with various hydrophobic components: butyl, octyl, and dodecyl lipids, as well as adamantyl and biphenyl groups. Among these series of compounds, the butyric acid derivative (<xref ref-type="fig" rid="fig2">Figure 2</xref>) potentiated &#x03B2;-lactams, tetracyclines, fluoroquinolones, fosfomycin, trimethoprim, chloramphenicol, novobiocin, vancomycin, clindamycin, linezolid, and rifampicin against <italic>P. aeruginosa</italic> PAO1 in a manner comparable to PMBN (<xref ref-type="bibr" rid="ref35">Domalaon et al., 2018a</xref>). While the dilipid polymyxins did not necessarily improve the activity against Gram-negative bacteria, it conferred anti-Gram-positive activity, implying that incorporation of another lipid potentially strengthens its interactions with the lipoteichoic acid in Gram-positive bacteria via hydrophobic effects. The increased hydrophobicity could also result in non-specific lysis of eukaryotic cells. A preliminary assessment showed that the dilipid butyric acid derivative was non-hemolytic at 512&#x202F;&#x03BC;g/mL similar to colistin and PMBN (<xref ref-type="bibr" rid="ref35">Domalaon et al., 2018a</xref>).</p>
</sec>
<sec id="sec9">
<label>2.1.4</label>
<title>Guanidinylated polymyxins enhance outer membrane permeabilization</title>
<p>Substitution of the Dab amines to guanidines was postulated to favor interactions with the OM (<xref ref-type="bibr" rid="ref65">Kim et al., 2021</xref>). In comparison to amines, guanidinium groups have a higher p<italic>K</italic><sub>a</sub> and remain protonated across a wide pH range, including physiological pH (<xref ref-type="bibr" rid="ref13">Blondeau et al., 2007</xref>; <xref ref-type="bibr" rid="ref65">Kim et al., 2021</xref>). The delocalization of the positive charge and planar Y-shape geometry allow them to bind with high affinity to oxoanions (<xref ref-type="bibr" rid="ref13">Blondeau et al., 2007</xref>), such as the phosphates on the core sugars and lipid A of the LPS (<xref ref-type="bibr" rid="ref30">DeLucia et al., 2011</xref>). In a recent study, cationic peptide-based adjuvants with guanidine-containing arginine residues showed greater antibiotic potentiation compared to those with lysine and Dab (<xref ref-type="bibr" rid="ref104">Ramirez et al., 2020</xref>). The resulting guanidinylated colistin (GCol) and PMB (GPMB) (<xref ref-type="fig" rid="fig2">Figure 2</xref>) synergized with a panel of antibiotics against reference and MDR strains of Gram-negative bacteria (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). The activity spectrum of rifampicin and erythromycin were expanded to Gram-negative bacteria, with minimum inhibitory concentrations (MICs) below the interpretative susceptibility breakpoint against MDR clinical isolates (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). In particular, rifampicin potentiation by the guanidinylated polymyxins was higher than PMBN in colistin-resistant <italic>P. aeruginosa</italic>, <italic>E. coli</italic>, <italic>K. pneumoniae</italic>, and <italic>E. cloacae</italic> (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). The guanidinylated polymyxins also enhanced the activity of ceftazidime and aztreonam, and their respective combinations with the BLI avibactam against MDR and <italic>&#x03B2;</italic>-lactamase harboring <italic>P. aeruginosa</italic>, respectively (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). Furthermore, the triple combinations of guanidinylated colistin with ceftazidime/avibactam or aztreonam/avibactam were shown to be bactericidal (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). Despite the lack of standalone activity, fluorescent assays measuring the uptake of the membrane impermeable probe, <italic>N</italic>-phenyl-1-naphthylamine (NPN), demonstrated that the guanidinylated polymyxins permeabilized the OM in a time- and concentration-dependent manner similar to PMBN (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>). Unfortunately, changing the amines to guanidines did not improve the cytotoxicity relative to the parent PMB (<xref ref-type="bibr" rid="ref106">Ramirez et al., 2022</xref>).</p>
</sec>
<sec id="sec10">
<label>2.1.5</label>
<title>Polymyxin hybrids synergize with conjugated drugs</title>
<p>Polymyxins are also utilized as pharmacophores in the design of antibiotic hybrids, wherein two or more bioactive scaffolds are covalently linked while preserving their distinct mechanisms of action, resulting in a synergistic effect (<xref ref-type="bibr" rid="ref36">Domalaon et al., 2018b</xref>). For instance, vancomyxins (<xref ref-type="fig" rid="fig3">Figure 3</xref>) are created by covalently linking vancomycin to polymyxin E nonapeptide (PMEN) (<xref ref-type="bibr" rid="ref131">Van Groesen et al., 2021</xref>). The LPS binding of the hybrids are maintained, resulting in the improved activity of the conjugated vancomycin against Gram-negative bacteria relative to the dual combination of vancomycin and PMEN (<xref ref-type="bibr" rid="ref131">Van Groesen et al., 2021</xref>). Against Gram-positive bacteria, the potency of vancomycin is retained, with some enhancement against vancomycin-resistant strains (<xref ref-type="bibr" rid="ref131">Van Groesen et al., 2021</xref>). Compared to clinically used polymyxins, the hybrids also showed reduced nephrotoxicity (<xref ref-type="bibr" rid="ref131">Van Groesen et al., 2021</xref>). PMEN was conjugated to a &#x03B2;-hairpin peptide macrocycle inspired by murepavadin, a peptidomimetic antibiotic which inhibits the LPS transport protein LptD in <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref73">Luther et al., 2019</xref>). The potent activity of the resulting chimeric peptidomimetic antibiotics (CPA) (<xref ref-type="fig" rid="fig3">Figure 3</xref>) against MDR pathogens arises from their ability to target both the LPS and BamA (<xref ref-type="bibr" rid="ref73">Luther et al., 2019</xref>). BamA is an OMP and a key component of the &#x03B2;-barrel assembly machinery (BAM), which is responsible for the folding and integration of &#x03B2;-barrel proteins in the OM. Aside from antibiotics, PMBN was covalently attached to the FDA-approved photosensitizer chlorin e6 (Ce6) via different linkers (<xref ref-type="bibr" rid="ref141">Wu et al., 2024</xref>). The ability of PMBN to permeabilize the OM allowed diffusion of Ce6 into the bacterial membranes, resulting in photobactericidal activity (<xref ref-type="bibr" rid="ref141">Wu et al., 2024</xref>). The optimized derivative possessing an amino-3,6-dioxaoctanoic linker (P2pCe6) (<xref ref-type="fig" rid="fig3">Figure 3</xref>) showed selective imaging of Gram-negative bacteria, improved biocompatibility, higher reactive oxygen species (ROS) production, and strong photoinactivation of Gram-negative bacteria (<xref ref-type="bibr" rid="ref141">Wu et al., 2024</xref>). P2pCe6 was also effective in treating <italic>P. aeruginosa</italic> infections and accelerating wound healing in <italic>Galleria mellonella</italic> and mouse models, respectively (<xref ref-type="bibr" rid="ref141">Wu et al., 2024</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Structures of polymyxin hybrids.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chemical structures of three compounds are shown in separate panels. The top panel displays Vancomycin with side chains labeled R1 and R2. The bottom left panel shows a structure labeled CPA, with R1 and R2 indicating variable groups. The bottom right panel depicts P2PCe6, also with R1 and R2 substitutions. Each panel includes complex organic structures with various functional groups.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<label>2.1.6</label>
<title>Polymyxin delivery systems for controlled drug delivery</title>
<p>The use of polymers, conjugates, liposomes, gels, fibers, and membranes to improve the delivery of polymyxins has been widely studied (<xref ref-type="bibr" rid="ref39">Dubashynskaya and Skorik, 2020</xref>). These drug carriers are designed to control the release of polymyxins, ensuring targeted delivery, increased bioavailability, improved chemical and physical stability, and enhanced accumulation in membranes and biofilms (<xref ref-type="bibr" rid="ref39">Dubashynskaya and Skorik, 2020</xref>). As a result, these systems increase the local concentration of polymyxins, allowing for reduced dosages and lower toxicity (<xref ref-type="bibr" rid="ref39">Dubashynskaya and Skorik, 2020</xref>). A self-forming peptide-based hydrogel was utilized for the sustained delivery of PMB. The hydrogels were formed by mixing PMB with a solution of varying peptide amphiphiles with tunable mechanical properties (<xref ref-type="bibr" rid="ref114">Shi et al., 2021</xref>). The system released the drug over 5&#x202F;days, resulting in prolonged antibacterial activity against Gram-negative bacteria (<xref ref-type="bibr" rid="ref114">Shi et al., 2021</xref>). The localized release of PMB reduced <italic>P. aeruginosa</italic>-related mortality in a <italic>G. mellonella</italic> burn wound model (<xref ref-type="bibr" rid="ref114">Shi et al., 2021</xref>). Moreover, the inclusion of fusidic acid in the polymyxin hydrogel enhanced the activity against <italic>S. aureus</italic> and <italic>A. baumannii</italic>, highlighting the potential application of this delivery system in combination therapy (<xref ref-type="bibr" rid="ref114">Shi et al., 2021</xref>).</p>
<p>PMB has also been strategically anchored to the carrier, facilitating the co-delivery of companion antibiotics (<xref ref-type="bibr" rid="ref140">Wu et al., 2022</xref>). For instance, linezolid was encapsulated inside mesoporous silica particles, and the outer surface was coated with PMB (<xref ref-type="bibr" rid="ref97">Otri et al., 2024</xref>). The PMB coating disrupted bacterial membranes, enhancing the penetration and efficacy of linezolid (<xref ref-type="bibr" rid="ref97">Otri et al., 2024</xref>). The system dramatically improved activity against <italic>E. coli</italic>, as well as Gram-positive bacteria (<xref ref-type="bibr" rid="ref97">Otri et al., 2024</xref>). Another study involved the development of anionic liposomes loaded with fosfomycin, with the cationic PMB adsorbed onto the surface, enabling selective bacterial targeting against <italic>A. baumannii</italic> (<xref ref-type="bibr" rid="ref144">Zhu et al., 2023</xref>). <italic>In vitro</italic> and <italic>in vivo</italic> tests showed that these PMB&#x2013;fosfomycin liposomes achieved stronger antibacterial and anti-inflammatory effects than free drug mixtures, while also reducing the nephrotoxicity of PMB (<xref ref-type="bibr" rid="ref144">Zhu et al., 2023</xref>). PMB-based platforms utilizing covalent organic nanoparticles, nanocrystals, and liposomes (<xref ref-type="bibr" rid="ref70">Le Guern et al., 2017</xref>; <xref ref-type="bibr" rid="ref59">Jiang et al., 2021</xref>; <xref ref-type="bibr" rid="ref26">Cui et al., 2024</xref>) have also been applied in photodynamic therapy, wherein they act synergistically with a photosensitizer.</p>
</sec>
</sec>
<sec id="sec12">
<label>2.2</label>
<title>Aminoglycosides and their analogs as outer membrane permeabilizers</title>
<p>Aminoglycosides are a class of pseudo-oligosaccharide antibiotics capable of transporting across the OM via a &#x201C;self-promoted uptake&#x201D; mechanism (<xref ref-type="bibr" rid="ref67">Krause et al., 2016</xref>). Aminoglycosides are natural products isolated from actinomycetes or semisynthetic derivatives (<xref ref-type="bibr" rid="ref113">Serio et al., 2018</xref>). They contain a core cyclitol ring linked to several amino sugars via a glycosidic bond (<xref ref-type="bibr" rid="ref84">Mingeot-Leclercq et al., 1999</xref>). The most common 2-deoxystreptamine ring can be further subdivided based on substitution patterns: tobramycin, kanamycin, amikacin, gentamicin, sisomicin and plazomicin are 4,6-disubstitued, whereas neomycin B is 4,5-disubsituted (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Amikacin is an example of a semisynthetic aminoglycoside derived from kanamycin, with one of the amine functions in the cyclitol ring substituted with an L-hydroxyaminobuteroyl amide (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Sisomicin is similar to gentamicin, but with unsaturation in ring III. The recently developed plazomicin (<xref ref-type="bibr" rid="ref2">Aggen et al., 2010</xref>) is a semisynthetic derivative of sisomicin, with 2-hydroxyethyl and hydroxylaminobutyric acid groups at positions 1 and 6&#x2032;, respectively (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Aminoglycosides can also be a combination of different constituents. The active components of neomycin are the two stereoisomers, neomycin B and C (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Gentamicin is composed of gentamicin C<sub>1</sub>, C<sub>2</sub>, and C<sub>1a</sub> which have different methyl substitutions at position 6&#x2032; (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Structures of different aminoglycosides.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chemical structures of various antibiotics are shown, categorized into groups. The image includes the structural formulas for Tobramycin, Kanamycin A and B, Amikacin, Neomycin B and C, Gentamicin C&#x2081;, C&#x2082;, C&#x2081;&#x2090;, Sisomicin, and Plazomicin, with variations in chemical groups denoted by R&#x2081;, R&#x2082;, R&#x2083;, and R&#x2084;. Each box contains specific molecular structures and annotations indicating differences in molecular configuration.</alt-text>
</graphic>
</fig>
<p>The clinical significance of aminoglycosides is marked by their broad-spectrum bactericidal activity, effective against various Gram-negative and Gram-positive bacteria, as well as mycobacteria (<xref ref-type="bibr" rid="ref113">Serio et al., 2018</xref>). The initial uptake of aminoglycosides is then followed by entry into the cytoplasm via a rate-limiting, energy-dependent electron transport (<xref ref-type="bibr" rid="ref84">Mingeot-Leclercq et al., 1999</xref>). In the cytosol, the aminoglycosides then bind to the A-site of the 16S ribosomal RNA (rRNA) of the 30S ribosome (<xref ref-type="bibr" rid="ref67">Krause et al., 2016</xref>). This binding leads to the inhibition of tRNA translocation and consequently protein synthesis (<xref ref-type="bibr" rid="ref48">Garneau-Tsodikova and Labby, 2016</xref>). Moreover, the binding affinity to tRNA increases, which allows the continuation of translation despite incorrect mRNA-tRNA pairing, resulting mistranslated proteins (<xref ref-type="bibr" rid="ref21">Carter et al., 2000</xref>; <xref ref-type="bibr" rid="ref48">Garneau-Tsodikova and Labby, 2016</xref>). In comparison to other aminoglycosides, tobramycin can induce cell death via two mechanisms &#x2013; inhibition of protein translation at low concentrations (&#x003C;4&#x202F;&#x03BC;g/mL), or permeabilization of the OM at higher concentrations (&#x2265;8&#x202F;&#x03BC;g/mL) (<xref ref-type="bibr" rid="ref18">Bulitta et al., 2015</xref>).</p>
<p>In addition to the use of aminoglycosides in monotherapy, they have exhibited synergistic interactions with other antibiotic classes (<xref ref-type="bibr" rid="ref67">Krause et al., 2016</xref>). In particular, the inclusion of an aminoglycoside to <italic>&#x03B2;</italic>-lactams and BL/BLI combinations has been recommended as therapy for <italic>P. aeruginosa</italic> infections (<xref ref-type="bibr" rid="ref6">Bassetti et al., 2018</xref>). Gentamicin/ampicillin covers group B streptococcus and <italic>E. coli</italic> for treating neonatal sepsis (<xref ref-type="bibr" rid="ref116">Simonsen et al., 2014</xref>). Amikacin has been extensively reported to synergize with various BL/BLI combinations such as piperacillin/tazobactam (<xref ref-type="bibr" rid="ref19">Burgess and Hastings, 2000</xref>), ceftolozane/tazobactam (<xref ref-type="bibr" rid="ref91">Noel et al., 2018</xref>; <xref ref-type="bibr" rid="ref45">Galani et al., 2020</xref>), and imipenem/relebactam (<xref ref-type="bibr" rid="ref5">Asempa et al., 2019</xref>). Studies have also displayed the effectiveness of tobramycin with piperacillin/tazobactam (<xref ref-type="bibr" rid="ref60">Joshi et al., 1999</xref>) and <italic>in vitro</italic> synergy with ceftazidime/avibactam (<xref ref-type="bibr" rid="ref80">Mataraci Kara et al., 2020</xref>).</p>
<sec id="sec13">
<label>2.2.1</label>
<title>Non-ribosomal tobramycin conjugates synergize with diverse antibiotics</title>
<p>Tobramycin conjugates have also been documented to synergize with several antibiotic classes, notably <italic>&#x03B2;</italic>-lactams and/or BL/BLI combinations (<xref ref-type="bibr" rid="ref54">Idowu et al., 2019a</xref>, <xref ref-type="bibr" rid="ref55">2020</xref>; <xref ref-type="bibr" rid="ref58">Idowu et al., 2020</xref>; <xref ref-type="bibr" rid="ref9">Berry et al., 2021</xref>). These hybrid molecules consist of a secondary domain linked to tobramycin via an alkyl tether and lack ribosomal binding activity with the <italic>C</italic>-5 position used as a point of attachment. The structure&#x2013;activity relationship (SAR) studies of these tobramycin conjugates have been reported, demonstrating the significance of the tether length and hydrophobicity, physicochemical properties of the secondary moiety, and number of cationic groups (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>). The various secondary motifs that have been conjugated to tobramycin include antibiotics [rifampicin (<xref ref-type="bibr" rid="ref57">Idowu et al., 2019c</xref>), PMB<sub>3</sub> (<xref ref-type="bibr" rid="ref37">Domalaon et al., 2017</xref>) and fluoroquinolones (<xref ref-type="bibr" rid="ref50">Gorityala et al., 2016a</xref>, <xref ref-type="bibr" rid="ref51">2016b</xref>; <xref ref-type="bibr" rid="ref31">Dhiman et al., 2024</xref>)], antiparasitic agents [niclosamide (<xref ref-type="bibr" rid="ref9">Berry et al., 2021</xref>)], EPIs (<xref ref-type="bibr" rid="ref143">Yang et al., 2017</xref>) (NMP, paroxetine, and dibasic peptide analog of MC-04,124), chelating agents [cyclam (<xref ref-type="bibr" rid="ref54">Idowu et al., 2019a</xref>), deferiprone (<xref ref-type="bibr" rid="ref46">Gandhi et al., 2023</xref>)], and peptides (<xref ref-type="bibr" rid="ref75">Lyu et al., 2017</xref>, <xref ref-type="bibr" rid="ref74">2019</xref>). Homodimeric analogs wherein tobramycin was conjugated to another tobramycin unit was also developed (<xref ref-type="bibr" rid="ref56">Idowu et al., 2019b</xref>; <xref ref-type="bibr" rid="ref58">Idowu et al., 2020</xref>). Despite the vast structural complexities between the secondary domains, they are mainly lipophilic or polybasic in nature and influence the amphiphilicity of the tobramycin conjugates with the accompanying aliphatic linker. Reducing the overall cationicity to mitigate toxicity was also accomplished by replacing the aminoglycoside scaffold with nebramine (<xref ref-type="bibr" rid="ref3">Ammeter et al., 2019</xref>; <xref ref-type="bibr" rid="ref142">Yang et al., 2019</xref>), the hydrolysis product of tobramycin which lacks the kanosamine sugar.</p>
<p>The most notable among these conjugates are the tobramycin-ciprofloxacin and -cyclam hybrids and the homodimeric tobramycin (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The tobramycin hybrid conjugated to the piperazine of ciprofloxacin via a C12 chain (<xref ref-type="fig" rid="fig5">Figure 5</xref>) synergized with fluoroquinolones against MDR <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref50">Gorityala et al., 2016a</xref>), various <italic>&#x03B2;</italic>-lactams and BL/BLI combinations against &#x03B2;-lactamase-harboring <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>), as well with mitomycin C, an anticancer drug, against MDR Gram-negative bacteria (<xref ref-type="bibr" rid="ref34">Domalaon et al., 2019</xref>). Further derivatives of this conjugate employed variation of the fluoroquinolone or aminoglycoside moiety (<xref ref-type="bibr" rid="ref51">Gorityala et al., 2016b</xref>; <xref ref-type="bibr" rid="ref142">Yang et al., 2019</xref>), conversion of the tobramycin amino groups to guanidines (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>), and modification of the linkers and point of attachment (<xref ref-type="bibr" rid="ref31">Dhiman et al., 2024</xref>). The tobramycin- and nebramine-ciprofloxacin derivatives demonstrated comparable potentiation of rifampicin, fluoroquinolones, and minocycline against <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref142">Yang et al., 2019</xref>). Similarly, no significant differences in the potentiation of &#x03B2;-lactams and BL/BLIs against <italic>P. aeruginosa</italic> harboring &#x03B2;-lactamases were observed between the guanidinylated and non-guanidinylated tobramycin-ciprofloxacin hybrids (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>). In varying the flexibility and hydrophobic threshold of the tether, the 12-long carbon chain linker demonstrated enhanced tetracycline potentiation in comparison to the less hydrophobic polyethylene glycol and shorter C6 chain linkers, as well as the more rigid biphenyl tether (<xref ref-type="bibr" rid="ref31">Dhiman et al., 2024</xref>). The tobramycin-cyclam hybrid with an eight-long carbon chain linker (<xref ref-type="fig" rid="fig5">Figure 5</xref>) enhanced in vitro activity and <italic>in vivo</italic> efficacy of &#x03B2;-lactam monotherapy and BL/BLI dual combinations against &#x03B2;-lactamase-harboring <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref54">Idowu et al., 2019a</xref>). Meanwhile, the homodimeric tobramycin, which comprises of a 1,4-dibutyl-1,2,3-triazole core joining the two tobramycin molecules, in combination with ceftolozane, was more active than ceftolozane/tazobactam against MDR or extensively drug-resistant (XDR) <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref58">Idowu et al., 2020</xref>). The tobramycin homodimer (<xref ref-type="fig" rid="fig5">Figure 5</xref>) was also found to be more potent than PMBN in potentiating novobiocin against MDR/XDR Gram-negative bacteria (<xref ref-type="bibr" rid="ref56">Idowu et al., 2019b</xref>). Both tobramycin-cyclam and homodimeric tobramycin were comparable with their nebramine counterparts in potentiating <italic>&#x03B2;</italic>-lactams and BL/BLIs. The optimal linker length for these hybrids and homodimers were determined to be 8 or 12-carbon atoms long (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Structures of tobramycin and nebramine-based hybrids, homodimers, chimeric and trimeric molecules.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chemical structures of various tobramycin and nebramine derivatives are displayed, including ciprofloxacin, cyclam, homodimer, chimeric ciprofloxacin, and trimers. Each structure is annotated with labels such as R1 and R2, indicating different chemical group substitutions on the tobramycin and nebramine molecules.</alt-text>
</graphic>
</fig>
<p>A recent development to the tobramycin- and nebramine-based hybrids and homodimers, is the addition of a third domain (<xref ref-type="bibr" rid="ref33">Dhiman et al., 2023b</xref>; <xref ref-type="bibr" rid="ref32">Dhiman et al., 2023a</xref>; <xref ref-type="fig" rid="fig5">Figure 5</xref>). These structures consist of a central 1,3,5-triazine framework, appended with various combinations of tobramycin, ciprofloxacin, NMP, and cyclam to yield tobramycin-based chimeras (<xref ref-type="bibr" rid="ref33">Dhiman et al., 2023b</xref>). The chimeric compound which contained 2&#x202F;units of tobramycin and ciprofloxacin (<xref ref-type="fig" rid="fig5">Figure 5</xref>) synergized with fluoroquinolones and BL/BLI combinations against fluoroquinolone-resistant and <italic>&#x03B2;</italic>-lactamase-harboring <italic>P. aeruginosa</italic>, respectively (<xref ref-type="bibr" rid="ref33">Dhiman et al., 2023b</xref>). In the chimeric series, compounds with two tobramycin moieties demonstrated higher antibiotic potentiation (<xref ref-type="bibr" rid="ref32">Dhiman et al., 2023a</xref>). These results led to the incorporation of 3&#x202F;units of tobramycin or nebramine with varying hydrocarbon chains to generate trimeric molecules (<xref ref-type="bibr" rid="ref32">Dhiman et al., 2023a</xref>). The resulting tobramycin and nebramine trimers (<xref ref-type="fig" rid="fig5">Figure 5</xref>) were also synergistic with <italic>&#x03B2;</italic>-lactams and BL/BLI combinations against MDR <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref32">Dhiman et al., 2023a</xref>).</p>
</sec>
<sec id="sec14">
<label>2.2.2</label>
<title>Amphiphilic tobramycins enhance activity of multiple antibiotic classes</title>
<p>Amphiphilic tobramycins were revisited for their capacity as OM permeabilizers, as prior derivatives were assessed solely for their immunomodulatory effects (<xref ref-type="bibr" rid="ref9001">Guchhait et al., 2015</xref>). Following established protocols (<xref ref-type="bibr" rid="ref9001">Guchhait et al., 2015</xref>; <xref ref-type="bibr" rid="ref57">Idowu et al., 2019c</xref>) and SAR studies (<xref ref-type="bibr" rid="ref55">Idowu et al., 2020</xref>), the amenable <italic>C</italic>-5 position was chosen for the installment of several lipophilic moieties to investigate their influence on OM permeabilization, given their critical role in facilitating the insertion within the lipid-rich region of the LPS. The derivatives were further optimized by converting the amines to guanidine functions (<xref ref-type="fig" rid="fig6">Figure 6</xref>), based on the same rationale for the development of guanidinylated polymyxins (<xref ref-type="bibr" rid="ref104">Ramirez et al., 2020</xref>, <xref ref-type="bibr" rid="ref106">2022</xref>). The optimized guanidinylated tobramycin biphenyl derivative synergized with <italic>&#x03B2;</italic>-lactams, restoring the susceptibility of MDR and &#x03B2;-lactamase harboring <italic>P. aeruginosa</italic> to ceftazidime and aztreonam in both dual and triple combinations with avibactam, respectively (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). In particular, the triple combination of ceftazidime/avibactam plus guanidinylated tobramycin biphenyl resulted in a bactericidal effect (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). An indication of the OM permeabilizing capability of guanidinylated tobramycin biphenyl was substantiated by the time- and adjuvant concentration-dependent uptake of NPN, as well as the potentiation of rifampicin (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). More importantly, the derivative was non-cytotoxic against HEK293 cells up to 106 times the active concentration (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). The hit molecule also emphasized that the guanidinium and biphenyl groups were key structural features (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). Guanidinylation and/or alkylation resulted in a loss of antibacterial activity (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). These findings were consistent with previous studies, indicating the importance of the amino groups and <italic>C</italic>-5 hydroxyl in binding with the ribosomal RNA (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>). However, the requirement of both components for synergism with <italic>&#x03B2;</italic>-lactam antibiotics was in contrast with previously synthesized tobramycin conjugates, wherein guanidinylation was not necessary and only showed comparable antibiotic potentiation. While the guanidinylated tobramycin derivatives were overall less cytotoxic compared to the polymyxins, guanidinylation still contributed to a slight increase in cytotoxicity (<xref ref-type="bibr" rid="ref107">Ramirez et al., 2023</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Structures of amphiphilic tobramycin derivatives.</p>
</caption>
<graphic xlink:href="fmicb-16-1625300-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chemical structure of a modified tobramycin, showing a central framework with various side groups labeled R1, R2, and R3. The R1 group corresponds to benzyl or biphenyl groups, R2 is a guanidino group, and R3 is hydrogen, as shown in two labeled sections: "Guanidinylated tobramycin biphenyl" and "Tobramycin benzyl ether".</alt-text>
</graphic>
</fig>
<p>The alkylation at the singular <italic>C</italic>-5 position in the aminoglycoside scaffold was further extended to include all other hydroxyl groups. Previously, Fridman et al. developed a synthetic strategy which allowed etherification of all alcohols in the tobramycin and nebramine scaffold (<xref ref-type="bibr" rid="ref8">Berkov-Zrihen et al., 2015</xref>). Several of these cationic amphiphiles demonstrated promising low hemolytic activity and the ability to interact with LPS or disrupt the bacterial membrane (<xref ref-type="bibr" rid="ref8">Berkov-Zrihen et al., 2015</xref>). Thus, these previous findings guided the design of benzyl and isopentyl tobramycin and nebramine ethers as OM permeabilizers. In addition, tobramycin phenyl carbamates were developed to ascertain the optimal point of attachment, since earlier studies only evaluated the standalone activity of these derivatives (<xref ref-type="bibr" rid="ref7">Bera et al., 2010</xref>). Further structural optimizations included synthesis of substituted benzyl analogs to determine the necessary hydrophobic threshold required for OM permeabilization. The previously developed tobramycin benzyl ether (<xref ref-type="fig" rid="fig6">Figure 6</xref>) sensitized reference and resistant isolates of Gram-negative bacteria to rifampicin, and the restored susceptibility of drug-resistant <italic>Escherichia coli</italic> to minocycline (<xref ref-type="bibr" rid="ref105">Ramirez et al., 2024</xref>). The OM perturbation of the compound was verified by its ability to mediate uptake of NPN, synergize with other OM impermeable antibiotics such as novobiocin and vancomycin, and lose synergistic interactions in the presence of competing Mg<sup>2+</sup> and Na<sup>+</sup> cations (<xref ref-type="bibr" rid="ref105">Ramirez et al., 2024</xref>). While rifampicin potentiation did not translate to Gram-positive bacteria, tobramycin benzyl ether exhibited potent standalone activity against methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) and vancomycin-resistant Enterococci (VRE) strains (<xref ref-type="bibr" rid="ref105">Ramirez et al., 2024</xref>). However, the derivative showed non-specific binding to serum proteins, evidenced by the reduced rifampicin potentiation with the addition of fetal bovine serum (FBS) (<xref ref-type="bibr" rid="ref105">Ramirez et al., 2024</xref>).</p>
</sec>
</sec>
</sec>
<sec id="sec15">
<label>3</label>
<title>Limitations and future considerations</title>
<p>There are several challenges that should be considered in developing OM permeabilizers. Firstly, the inherent nephrotoxicity of both polymyxin- and aminoglycoside-based adjuvants must be mitigated. The polybasic and amphiphilic nature of these compounds which is required for OM permeabilization is also correlated to its toxicity. While aminoglycoside-induced nephrotoxicity can be managed by once daily dosing, polymyxins are still reserved as last-resort antibiotics. However, the development of the non-toxic polymyxin derivative SPR741 (<xref ref-type="bibr" rid="ref127">Vaara et al., 2010</xref>) highlights that recent advancements have significantly improved the toxicity profile of this class of compounds. Secondly, in selecting the partner antibiotic, the base therapy needs to be effective. The OM perturbant may prevent emergence of resistance but it will not solve existing resistance. Furthermore, if both the OM permeabilizer and antibiotic lack standalone activity, it would be problematic from a regulatory perspective (<xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>). For these reasons, OM impermeable agents such as rifampicin may only be useful as model antibiotics, despite benefiting the most from enhanced OM permeability. Despite its safety and tolerability, rifampicin has limited activity against Gram-negative bacteria, and resistance occurs easily due to mutations in the <italic>rpoB</italic> gene (<xref ref-type="bibr" rid="ref124">Vaara, 2019</xref>). Thus, it is an important consideration to choose an antibiotic partner that is effective as monotherapy. While <italic>&#x03B2;</italic>-lactams and/or BL/BLI combinations may be more suitable, it is imperative to take into account studies suggesting that the addition of an aminoglycoside to a <italic>&#x03B2;</italic>-lactam are related to higher rates of adverse effects, and may not be particularly beneficial in delaying or preventing resistance development, relative to &#x03B2;-lactam monotherapy (<xref ref-type="bibr" rid="ref12">Bliziotis et al., 2005</xref>). Secondly, careful matching of the pharmacokinetic (PK) and pharmacodynamic (PD) properties of each individual component is required. For instance, aminoglycosides rely on maximizing concentration (C<sub>max</sub>/MIC) by single dosing (<xref ref-type="bibr" rid="ref67">Krause et al., 2016</xref>), while &#x03B2;-lactams must be optimized for duration of exposure (T&#x202F;&#x003E;&#x202F;MIC) which is increased by multiple dosing (<xref ref-type="bibr" rid="ref110">Rybak, 2006</xref>). PK-PD predictions also demonstrate efficacy, however, it is difficult to apply these models to an agent which lacks a measurable MIC (<xref ref-type="bibr" rid="ref108">Rex et al., 2019</xref>). The absence of direct antibacterial activity of either the adjuvant or antibiotic partner consequently necessitates compelling evidence (<xref ref-type="bibr" rid="ref108">Rex et al., 2019</xref>). Lastly, even if the combination of the OM permeabilizer and antibiotic was demonstrated to be more effective than the current treatment, this superiority study is not usually used for new antibiotics. Instead, non-inferiority trials are used, wherein the new drug or combination must not be worse or have similar efficacy than the established therapy (<xref ref-type="bibr" rid="ref108">Rex et al., 2019</xref>; <xref ref-type="bibr" rid="ref94">Ofori et al., 2023</xref>). Therefore, it could be interpreted that utilizing an OM permeabilizer and an antibiotic does not provide any substantial benefit. While SPR741 was the most promising in this category of adjuvants, it is no longer in development, and the lack of other candidates in the current antibiotic pipeline emphasizes these difficult hurdles. Nonetheless, OM permeabilizers have the vast potential to allow uptake of a plethora of agents with novel targets that are restricted by the OM. If one were to be successfully approved in the future, it will only open doors to antibiotic discovery and a path to safeguard the future from the threat of AMR.</p>
</sec>
<sec sec-type="conclusions" id="sec16">
<label>4</label>
<title>Conclusion</title>
<p>The development of polymyxin- and aminoglycoside-based OM permeabilizers leverages the unique ability of these antibiotics to interact with and disrupt the OM and represents a promising strategy to overcome the formidable permeability barrier of Gram-negative bacteria. This approach addresses the burden caused by AMR by revitalizing the use of existing antimicrobials, enhancing their efficacy or broadening their activity spectrum, as well as delaying resistance development. Continued optimization and mechanistic understanding of these agents will be key to their successful clinical translation.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec17">
<title>Author contributions</title>
<p>DMR: Conceptualization, Data curation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FS: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec18">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. Funding of this work was provided by the Canadian Institutes of Health Research (CIHR) in the form of a project grants (173328 and 162159) and by the Natural Sciences and Engineering Research Council of Canada (NSERC) in the form of a discovery grant (2024&#x2013;05034).</p>
</sec>
<ack>
<p>The authors thank all current and past members of the Schweizer group for their dedication, enthusiasm and support.</p>
</ack>
<sec sec-type="COI-statement" id="sec19">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec20">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec21">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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