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Močibob M, Obranić S, Kifer D, Rokov-Plavec J, Maravić-Vlahoviček G. Methylation of immature small ribosomal subunits by methyltransferases conferring aminoglycoside resistance. Arch Biochem Biophys 2025; 769:110422. [PMID: 40221015 DOI: 10.1016/j.abb.2025.110422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 04/09/2025] [Accepted: 04/10/2025] [Indexed: 04/14/2025]
Abstract
Aminoglycosides are broad-spectrum antibiotics critical to clinical treatment, but the emergence of bacterial resistance, particularly through 16S rRNA methyltransferases, has compromised their efficacy. These enzymes, originally discovered in natural aminoglycoside producers, confer resistance by methylating nucleotides G1405 and A1408 in 16S rRNA, blocking antibiotic binding to the ribosome. This study investigated the binding affinities and methylation activities of 16S rRNA methyltransferases KamB, NpmA, RmtA, RmtC, and Sgm with immature 30S ribosomal subunits from E. coli strains lacking RimM and YjeQ ribosomal assembly factors. Binding affinities to mature 30S ribosomal subunits and immature 30S assembly forms isolated from ΔyjeQ and ΔrimM strains were determined by microscale thermophoresis and interactions were further validated with in vitro pull-down assays. Methylation of immature 30S subunits was examined with primer extension on 16S rRNA extracted from methylation assays in vitro and from cells with immature 30S subunits expressing 16S rRNA methyltransferases in vivo, showing successful methylation of target nucleotides in both experimental systems. The results reveal that aminoglycoside resistance methyltransferases are capable to bind and modify late-stage immature 30S ribosomal subunits pointing to possibility that the resistance to aminoglycoside antibiotics is installed and established before the full maturation of ribosomal 30S subunit.
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Affiliation(s)
- Marko Močibob
- University of Zagreb, Faculty of Pharmacy and Biochemistry, Department of Biochemistry and Molecular Biology, A. Kovačića 1, 10000, Zagreb, Croatia; University of Zagreb, Faculty of Science, Department of Chemistry, Horvatovac 102a, 10000, Zagreb, Croatia
| | - Sonja Obranić
- University of Zagreb, Faculty of Pharmacy and Biochemistry, Department of Biochemistry and Molecular Biology, A. Kovačića 1, 10000, Zagreb, Croatia; University North, University Centre Varaždin, 104. brigade 1, 42000, Varaždin, Croatia
| | - Domagoj Kifer
- University of Zagreb, Faculty of Pharmacy and Biochemistry, Department of Biochemistry and Molecular Biology, A. Kovačića 1, 10000, Zagreb, Croatia; University of Zagreb, Faculty of Pharmacy and Biochemistry, Department of Biophysics, A. Kovačića 1, 10000, Zagreb, Croatia
| | - Jasmina Rokov-Plavec
- University of Zagreb, Faculty of Science, Department of Chemistry, Horvatovac 102a, 10000, Zagreb, Croatia
| | - Gordana Maravić-Vlahoviček
- University of Zagreb, Faculty of Pharmacy and Biochemistry, Department of Biochemistry and Molecular Biology, A. Kovačića 1, 10000, Zagreb, Croatia.
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2
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Refahi M, Sokhansanj BA, Mell JC, Brown JR, Yoo H, Hearne G, Rosen GL. Enhancing nucleotide sequence representations in genomic analysis with contrastive optimization. Commun Biol 2025; 8:517. [PMID: 40155693 PMCID: PMC11953366 DOI: 10.1038/s42003-025-07902-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 03/07/2025] [Indexed: 04/01/2025] Open
Abstract
Analysis of genomic and metagenomic sequences is inherently more challenging than that of amino acid sequences due to the higher divergence among evolutionarily related nucleotide sequences, variable k-mer and codon usage within and among genomes of diverse species, and poorly understood selective constraints. We introduce Scorpio (Sequence Contrastive Optimization for Representation and Predictive Inference on DNA), a versatile framework designed for nucleotide sequences that employ contrastive learning to improve embeddings. By leveraging pre-trained genomic language models and k-mer frequency embeddings, Scorpio demonstrates competitive performance in diverse applications, including taxonomic and gene classification, antimicrobial resistance (AMR) gene identification, and promoter detection. A key strength of Scorpio is its ability to generalize to novel DNA sequences and taxa, addressing a significant limitation of alignment-based methods. Scorpio has been tested on multiple datasets with DNA sequences of varying lengths (long and short) and shows robust inference capabilities. Additionally, we provide an analysis of the biological information underlying this representation, including correlations between codon adaptation index as a gene expression factor, sequence similarity, and taxonomy, as well as the functional and structural information of genes.
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Affiliation(s)
| | - Bahrad A Sokhansanj
- Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA
| | - Joshua C Mell
- College of Medicine, Drexel University, Philadelphia, PA, USA
| | - James R Brown
- Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA
| | - Hyunwoo Yoo
- Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA
| | - Gavin Hearne
- Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA
| | - Gail L Rosen
- Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA.
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Srinivas P, Nosrati M, Zelinskaya N, Dey D, Comstock LR, Dunham CM, Conn GL. 30S subunit recognition and G1405 modification by the aminoglycoside-resistance 16S ribosomal RNA methyltransferase RmtC. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.13.532395. [PMID: 36993224 PMCID: PMC10054953 DOI: 10.1101/2023.03.13.532395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Acquired ribosomal RNA (rRNA) methylation has emerged as a significant mechanism of aminoglycoside resistance in pathogenic bacterial infections. Modification of a single nucleotide in the ribosome decoding center by the aminoglycoside-resistance 16S rRNA (m 7 G1405) methyltransferases effectively blocks the action of all 4,6-deoxystreptamine ring-containing aminoglycosides, including the latest generation of drugs. To define the molecular basis of 30S subunit recognition and G1405 modification by these enzymes, we used a S-adenosyl-L-methionine (SAM) analog to trap the complex in a post-catalytic state to enable determination of an overall 3.0 Ã… cryo-electron microscopy structure of the m 7 G1405 methyltransferase RmtC bound to the mature Escherichia coli 30S ribosomal subunit. This structure, together with functional analyses of RmtC variants, identifies the RmtC N-terminal domain as critical for recognition and docking of the enzyme on a conserved 16S rRNA tertiary surface adjacent to G1405 in 16S rRNA helix 44 (h44). To access the G1405 N7 position for modification, a collection of residues across one surface of RmtC, including a loop that undergoes a disorder to order transition upon 30S subunit binding, induces significant distortion of h44. This distortion flips G1405 into the enzyme active site where it is positioned for modification by two almost universally conserved RmtC residues. These studies expand our understanding of ribosome recognition by rRNA modification enzymes and present a more complete structural basis for future development of strategies to inhibit m 7 G1405 modification to re-sensitize bacterial pathogens to aminoglycosides.
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Functional and Structural Characterization of Acquired Pan-Aminoglycoside Resistance 16S rRNA Methyltransferase NpmB1. Antimicrob Agents Chemother 2021; 65:e0100921. [PMID: 34310216 DOI: 10.1128/aac.01009-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Post-translational methylation of the A site of 16S rRNA at position A1408 leads to pan-aminoglycoside resistance encompassing both 4,5- and 4,6-disubstituted 2-deoxystreptamine (DOS) aminoglycosides. To date, NpmA is the only acquired enzyme with such function. Here, we present function and structure of NpmB1 whose sequence was identified in Escherichia coli genomes registered from the United Kingdom. NpmB1 possesses 40% amino acid identity with NpmA1 and confers resistance to all clinically relevant aminoglycosides including 4,5-DOS agents. Phylogenetic analysis of NpmB1 and NpmB2, its single amino acid variant, revealed that the encoding gene was likely acquired by E. coli from a soil bacterium. The structure of NpmB1 suggests that it requires a structural change of the β6/7 linker in order to bind to 16S rRNA. These findings establish NpmB1 and NpmB2 as the second group of acquired pan-aminoglycoside resistance 16S rRNA methyltransferases.
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Kuiper EG, Dey D, LaMore PA, Owings JP, Prezioso SM, Goldberg JB, Conn GL. Substrate recognition by the Pseudomonas aeruginosa EF-Tu-modifying methyltransferase EftM. J Biol Chem 2019; 294:20109-20121. [PMID: 31753919 DOI: 10.1074/jbc.ra119.011213] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 11/20/2019] [Indexed: 01/09/2023] Open
Abstract
The opportunistic bacterial pathogen Pseudomonas aeruginosa is a leading cause of serious infections in individuals with cystic fibrosis, compromised immune systems, or severe burns. P. aeruginosa adhesion to host epithelial cells is enhanced by surface-exposed translation elongation factor EF-Tu carrying a Lys-5 trimethylation, incorporated by the methyltransferase EftM. Thus, the EF-Tu modification by EftM may represent a target to prevent P. aeruginosa infections in vulnerable individuals. Here, we extend our understanding of EftM activity by defining the molecular mechanism by which it recognizes EF-Tu. Acting on the observation that EftM can bind to EF-Tu lacking its N-terminal peptide (encompassing the Lys-5 target site), we generated an EftM homology model and used it in protein/protein docking studies to predict EftM/EF-Tu interactions. Using site-directed mutagenesis of residues in both proteins, coupled with binding and methyltransferase activity assays, we experimentally validated the predicted protein/protein interface. We also show that EftM cannot methylate the isolated N-terminal EF-Tu peptide and that binding-induced conformational changes in EftM are likely needed to enable placement of the first 5-6 amino acids of EF-Tu into a conserved peptide-binding channel in EftM. In this channel, a group of residues that are highly conserved in EftM proteins position the N-terminal sequence to facilitate Lys-5 modification. Our findings reveal that EftM employs molecular strategies for substrate recognition common among both class I (Rossmann fold) and class II (SET domain) methyltransferases and pave the way for studies seeking a deeper understanding of EftM's mechanism of action on EF-Tu.
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Affiliation(s)
- Emily G Kuiper
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322.,Graduate Program in Biochemistry, Cell and Developmental Biology (BCDB), Graduate Division of Biological and Biomedical Sciences (GDBBS), Emory University, Atlanta, Georgia 30322
| | - Debayan Dey
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Paige A LaMore
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Joshua P Owings
- Department of Pediatrics, Division of Pulmonology, Allergy/Immunology, Cystic Fibrosis and Sleep, and Emory Children's Center for Cystic Fibrosis Research, Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia 30322
| | - Samantha M Prezioso
- Department of Pediatrics, Division of Pulmonology, Allergy/Immunology, Cystic Fibrosis and Sleep, and Emory Children's Center for Cystic Fibrosis Research, Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia 30322.,Graduate Program in Microbiology and Molecular Genetics (MMG), Graduate Division of Biological and Biomedical Sciences (GDBBS), Emory University, Atlanta, Georgia 30322
| | - Joanna B Goldberg
- Department of Pediatrics, Division of Pulmonology, Allergy/Immunology, Cystic Fibrosis and Sleep, and Emory Children's Center for Cystic Fibrosis Research, Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia 30322.,Graduate Program in Microbiology and Molecular Genetics (MMG), Graduate Division of Biological and Biomedical Sciences (GDBBS), Emory University, Atlanta, Georgia 30322.,Emory Antibiotic Resistance Center (ARC), Emory University School of Medicine, Atlanta, Georgia 30322
| | - Graeme L Conn
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322 .,Graduate Program in Biochemistry, Cell and Developmental Biology (BCDB), Graduate Division of Biological and Biomedical Sciences (GDBBS), Emory University, Atlanta, Georgia 30322.,Emory Antibiotic Resistance Center (ARC), Emory University School of Medicine, Atlanta, Georgia 30322
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Nosrati M, Dey D, Mehrani A, Strassler SE, Zelinskaya N, Hoffer ED, Stagg SM, Dunham CM, Conn GL. Functionally critical residues in the aminoglycoside resistance-associated methyltransferase RmtC play distinct roles in 30S substrate recognition. J Biol Chem 2019; 294:17642-17653. [PMID: 31594862 DOI: 10.1074/jbc.ra119.011181] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/03/2019] [Indexed: 11/06/2022] Open
Abstract
Methylation of the small ribosome subunit rRNA in the ribosomal decoding center results in exceptionally high-level aminoglycoside resistance in bacteria. Enzymes that methylate 16S rRNA on N7 of nucleotide G1405 (m7G1405) have been identified in both aminoglycoside-producing and clinically drug-resistant pathogenic bacteria. Using a fluorescence polarization 30S-binding assay and a new crystal structure of the methyltransferase RmtC at 3.14 Å resolution, here we report a structure-guided functional study of 30S substrate recognition by the aminoglycoside resistance-associated 16S rRNA (m7G1405) methyltransferases. We found that the binding site for these enzymes in the 30S subunit directly overlaps with that of a second family of aminoglycoside resistance-associated 16S rRNA (m1A1408) methyltransferases, suggesting that both groups of enzymes may exploit the same conserved rRNA tertiary surface for docking to the 30S. Within RmtC, we defined an N-terminal domain surface, comprising basic residues from both the N1 and N2 subdomains, that directly contributes to 30S-binding affinity. In contrast, additional residues lining a contiguous adjacent surface on the C-terminal domain were critical for 16S rRNA modification but did not directly contribute to the binding affinity. The results from our experiments define the critical features of m7G1405 methyltransferase-substrate recognition and distinguish at least two distinct, functionally critical contributions of the tested enzyme residues: 30S-binding affinity and stabilizing a binding-induced 16S rRNA conformation necessary for G1405 modification. Our study sets the scene for future high-resolution structural studies of the 30S-methyltransferase complex and for potential exploitation of unique aspects of substrate recognition in future therapeutic strategies.
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Affiliation(s)
- Meisam Nosrati
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Debayan Dey
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Atousa Mehrani
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida 32306
| | - Sarah E Strassler
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Natalia Zelinskaya
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Eric D Hoffer
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Scott M Stagg
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida 32306
| | - Christine M Dunham
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Graeme L Conn
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322
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Substrate Recognition and Modification by a Pathogen-Associated Aminoglycoside Resistance 16S rRNA Methyltransferase. Antimicrob Agents Chemother 2017; 61:AAC.00077-17. [PMID: 28289026 DOI: 10.1128/aac.00077-17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 03/03/2017] [Indexed: 01/07/2023] Open
Abstract
The pathogen-associated 16S rRNA methyltransferase NpmA catalyzes m1A1408 modification to block the action of structurally diverse aminoglycoside antibiotics. Here, we describe the development of a fluorescence polarization binding assay and its use, together with complementary functional assays, to dissect the mechanism of NpmA substrate recognition. These studies reveal that electrostatic interactions made by the NpmA β2/3 linker collectively are critical for docking of NpmA on a conserved 16S rRNA tertiary surface. In contrast, other NpmA regions (β5/β6 and β6/β7 linkers) contain several residues critical for optimal positioning of A1408 but are largely dispensable for 30S binding. Our data support a model for NpmA action in which 30S binding and adoption of a catalytically competent state are distinct: docking on 16S rRNA via the β2/3 linker necessarily precedes functionally critical 30S substrate-driven conformational changes elsewhere in NpmA. This model is also consistent with catalysis being completely positional in nature, as the most significant effects on activity arise from changes that impact binding or stabilization of the flipped A1408 conformation. Our results provide a molecular framework for aminoglycoside resistance methyltransferase action that may serve as a functional paradigm for related enzymes and a starting point for development of inhibitors of these resistance determinants.
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Ligand-mediated changes in conformational dynamics of NpmA: implications for ribosomal interactions. Sci Rep 2016; 6:37061. [PMID: 27845431 PMCID: PMC5109232 DOI: 10.1038/srep37061] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 10/24/2016] [Indexed: 12/30/2022] Open
Abstract
Aminoglycosides are broad-spectrum antibiotics that bind to the 30S ribosomal subunit (30S) of bacteria and disrupt protein translation. NpmA, a structurally well-characterized methyltransferase identified in an E. coli clinical isolate, catalyzes methylation of 30S at A1408 of the 16S rRNA and confers aminoglycoside resistance. Using sucrose cushion centrifugation and isothermal titration calorimetry, we first confirmed the binding between NpmA and 30S. Next, we performed amide Hydrogen/Deuterium Exchange Mass Spectrometry (HDXMS) of apo NpmA and in the presence and absence of SAM/SAH. We observed that ligand binding resulted in time-dependent differences in deuterium exchange not only at the ligand-binding pocket (D25–D55 and A86–E112) but also in distal regions (F62-F82 and Y113-S144) of NpmA. These results provide insights into methylation group donor cofactor-mediated allostery in NpmA in the ligand-bound states, which could not be observed in the static endpoint crystal structures. We predict that the two distal sites in NpmA form part of the allosteric sites that importantly are part of the main 16S rRNA binding interface. Thus HDXMS helped uncover allosteric communication relays that couple SAM/SAH binding sites with the ribosome-binding site. This highlights how HDXMS together with X-ray crystallography can provide important allosteric insights in protein-ligand complexes.
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Witek MA, Conn GL. Functional dichotomy in the 16S rRNA (m1A1408) methyltransferase family and control of catalytic activity via a novel tryptophan mediated loop reorganization. Nucleic Acids Res 2015; 44:342-53. [PMID: 26609134 PMCID: PMC4705659 DOI: 10.1093/nar/gkv1306] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Accepted: 11/09/2015] [Indexed: 12/29/2022] Open
Abstract
Methylation of the bacterial small ribosomal subunit (16S) rRNA on the N1 position of A1408 confers exceptionally high-level resistance to a broad spectrum of aminoglycoside antibiotics. Here, we present a detailed structural and functional analysis of the Catenulisporales acidiphilia 16S rRNA (m1A1408) methyltransferase (‘CacKam’). The apo CacKam structure closely resembles other m1A1408 methyltransferases within its conserved SAM-binding fold but the region linking core β strands 6 and 7 (the ‘β6/7 linker’) has a unique, extended structure that partially occludes the putative 16S rRNA binding surface, and sequesters the conserved and functionally critical W203 outside of the CacKam active site. Substitution of conserved residues in the SAM binding pocket reveals a functional dichotomy in the 16S rRNA (m1A1408) methyltransferase family, with two apparently distinct molecular mechanisms coupling cosubstrate/ substrate binding to catalytic activity. Our results additionally suggest that CacKam exploits the W203-mediated remodeling of the β6/7 linker as a novel mechanism to control 30S substrate recognition and enzymatic turnover.
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Affiliation(s)
- Marta A Witek
- Department of Biochemistry, Emory University School of Medicine, Atlanta GA 30322, USA
| | - Graeme L Conn
- Department of Biochemistry, Emory University School of Medicine, Atlanta GA 30322, USA
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The Pathogen-Derived Aminoglycoside Resistance 16S rRNA Methyltransferase NpmA Possesses Dual m1A1408/m1G1408 Specificity. Antimicrob Agents Chemother 2015; 59:7862-5. [PMID: 26416864 DOI: 10.1128/aac.01872-15] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 09/20/2015] [Indexed: 01/08/2023] Open
Abstract
Chemical modification of 16S rRNA can confer exceptionally high-level resistance to a diverse set of aminoglycoside antibiotics. Here, we show that the pathogen-derived enzyme NpmA possesses dual m(1)A1408/m(1)G1408 activity, an unexpected property apparently unique among the known aminoglycoside resistance 16S rRNA (m(1)A1408) methyltransferases. Although the biological significance of this activity remains to be determined, such mechanistic variation in enzymes acquired by pathogens has significant implications for development of inhibitors of these emerging resistance determinants.
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Garneau-Tsodikova S, Labby KJ. Mechanisms of Resistance to Aminoglycoside Antibiotics: Overview and Perspectives. MEDCHEMCOMM 2015; 7:11-27. [PMID: 26877861 DOI: 10.1039/c5md00344j] [Citation(s) in RCA: 302] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Aminoglycoside (AG) antibiotics are used to treat many Gram-negative and some Gram-positive infections and, importantly, multidrug-resistant tuberculosis. Among various bacterial species, resistance to AGs arises through a variety of intrinsic and acquired mechanisms. The bacterial cell wall serves as a natural barrier for small molecules such as AGs and may be further fortified via acquired mutations. Efflux pumps work to expel AGs from bacterial cells, and modifications here too may cause further resistance to AGs. Mutations in the ribosomal target of AGs, while rare, also contribute to resistance. Of growing clinical prominence is resistance caused by ribosome methyltransferases. By far the most widespread mechanism of resistance to AGs is the inactivation of these antibiotics by AG-modifying enzymes. We provide here an overview of these mechanisms by which bacteria become resistant to AGs and discuss their prevalence and potential for clinical relevance.
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Affiliation(s)
- Sylvie Garneau-Tsodikova
- University of Kentucky, Department of Pharmaceutical Sciences, 789 South Limestone Street, Lexington, KY, USA. ; Tel: 859-218-1686
| | - Kristin J Labby
- Beloit College, Department of Chemistry, 700 College Street, Beloit, WI, USA. ; Tel: 608-363-2273
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