1
|
Sæbø IP, Dyhr E, Riisnæs IMM, Franzyk H, Bjørås M, Booth JA, Helgesen E. Rational design of synthetic antimicrobial peptides based on the Escherichia coli ShoB toxin. Sci Rep 2025; 15:14354. [PMID: 40274891 PMCID: PMC12022103 DOI: 10.1038/s41598-025-98330-3] [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: 12/09/2024] [Accepted: 04/10/2025] [Indexed: 04/26/2025] Open
Abstract
Antibiotic resistance is an escalating global concern, necessitating the development of novel antibiotics with unique mechanisms of action, and preferably also with a lowered propensity for resistance development. Type-I Toxin-Antitoxin (TA) systems that are ubiquitous in bacterial genomes consist of a genetic toxin element encoding a hydrophobic peptide and an antitoxin element producing an sRNA that inhibits the toxin translation. Although the biological roles of these membrane-associated toxins remain incompletely understood, their inherent lethality upon overexpression suggests a potential as antimicrobial agents. In this study, we explore the ShoB toxin from the shoB-ohsC TA system in Escherichia coli (E. coli) as a basis for designing synthetic antimicrobial peptides for exogenous delivery. We demonstrate that ShoB-derived peptides can retain antimicrobial efficacy when modified into shorter, cationic analogs with enhanced solubility. Our most promising hits exhibit rapid bactericidal action and frequency of resistance within E. coli cultures indicate a limited tendency for resistance development. These findings highlight that type-I TA systems constitute a novel source of potential peptide-based antibiotics, thereby offering an alternative largely unexplored strategy to combat antibiotic-resistant bacterial infections.
Collapse
Affiliation(s)
- Ingvill Pedersen Sæbø
- Department of Microbiology, University of Oslo and Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Emma Dyhr
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Henrik Franzyk
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Magnar Bjørås
- Department of Microbiology, University of Oslo and Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology and Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim, Norway
| | - James Alexander Booth
- Department of Microbiology, University of Oslo and Oslo University Hospital, Rikshospitalet, Oslo, Norway.
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology and Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim, Norway.
| | - Emily Helgesen
- Department of Microbiology, University of Oslo and Oslo University Hospital, Rikshospitalet, Oslo, Norway.
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology and Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim, Norway.
| |
Collapse
|
2
|
Mourabiti F, Jouga F, Sakoui S, El Hosayny O, Zouheir Y, Soukri A, El Khalfi B. Mechanisms, therapeutic strategies, and emerging therapeutic alternatives for carbapenem resistance in Gram-negative bacteria. Arch Microbiol 2025; 207:58. [PMID: 39948320 DOI: 10.1007/s00203-025-04252-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 01/15/2025] [Accepted: 01/17/2025] [Indexed: 03/04/2025]
Abstract
Carbapenem-resistant Gram-negative bacteria (CR-GNB) have experienced an alarming surge in prevalence in recent years, escalating into a critical global healthcare crisis. As carbapenems represent the last line of defense against such pathogens, infections caused by CR-GNB have become increasingly challenging to treat, given the restricted therapeutic options and heightened mortality risks. The discovery and development of alternative therapeutic strategies that present novel avenues against multi-drug-resistant organisms are gaining increased attention, presenting a pressing need for innovative solutions. Our comprehensive review delves into the multifaceted landscape of carbapenem resistance in Gram-negative bacteria in response to this urgent challenge. The scope of this review aims to provide an up-to-date and in-depth exploration regarding the mode of action of carbapenem and the resisting mechanisms of carbapenem in GNB. Additionally, it discusses the state of the art of some clinical therapies for the treatment of infections caused by CR-GNB. Moreover, it describes several combinational and alternative therapies to combat CR-GNB, including the computational approach of "molecular docking". In light of the conclusions of this review, we call for the implementation of these strategies to develop comprehensive approaches to mitigate carbapenem resistance in Gram-negative bacteria.
Collapse
Affiliation(s)
- Fatima Mourabiti
- Laboratory of Physiopathology, Molecular Genetics & Biotechnology, Faculty of Sciences Ain Chock, Research Center of Health & Biotechnology, Hassan II University of Casablanca, 20100, Casablanca, Morocco
| | - Fatimazahra Jouga
- Laboratory of Physiopathology, Molecular Genetics & Biotechnology, Faculty of Sciences Ain Chock, Research Center of Health & Biotechnology, Hassan II University of Casablanca, 20100, Casablanca, Morocco
| | - Souraya Sakoui
- Laboratory of Physiopathology, Molecular Genetics & Biotechnology, Faculty of Sciences Ain Chock, Research Center of Health & Biotechnology, Hassan II University of Casablanca, 20100, Casablanca, Morocco
| | - Otmane El Hosayny
- Applied Language and Culture Studies Laboratory, Faculty of Letters and Human Sciences, Chouaib Doukkali University, 24000, El Jadida, Morocco
| | - Yassine Zouheir
- Laboratory of Molecular Bacteriology, Pasteur Institute, Casablanca, Morocco
| | - Abdelaziz Soukri
- Laboratory of Physiopathology, Molecular Genetics & Biotechnology, Faculty of Sciences Ain Chock, Research Center of Health & Biotechnology, Hassan II University of Casablanca, 20100, Casablanca, Morocco
| | - Bouchra El Khalfi
- Laboratory of Physiopathology, Molecular Genetics & Biotechnology, Faculty of Sciences Ain Chock, Research Center of Health & Biotechnology, Hassan II University of Casablanca, 20100, Casablanca, Morocco.
| |
Collapse
|
3
|
Vojvoda Zeljko T, Kajan K, Jalžić B, Hu A, Cukrov N, Marguš M, Cukrov N, Marković T, Sabatino R, Di Cesare A, Orlić S. Genome-centric metagenomes unveiling the hidden resistome in an anchialine cave. ENVIRONMENTAL MICROBIOME 2024; 19:67. [PMID: 39252078 PMCID: PMC11386340 DOI: 10.1186/s40793-024-00612-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024]
Abstract
BACKGROUND Antibiotic resistance is a critical global concern, posing significant challenges to human health and medical treatments. Studying antibiotic resistance genes (ARGs) is essential not only in clinical settings but also in diverse environmental contexts. However, ARGs in unique environments such as anchialine caves, which connect both fresh and marine water, remain largely unexplored despite their intriguing ecological characteristics. RESULTS We present the first study that comprehensively explores the occurrence and distribution of ARGs and mobile genetic elements (MGEs) within an anchialine cave. Utilizing metagenomic sequencing we uncovered a wide array of ARGs with the bacitracin resistance gene, bacA and multidrug resistance genes, being the most dominant. The cave's microbial community and associated resistome were significantly influenced by the salinity gradient. The discovery of novel β-lactamase variants revealed the cave's potential as a reservoir for previously undetected resistance genes. ARGs in the cave demonstrated horizontal transfer potential via plasmids, unveiling ecological implications. CONCLUSIONS These findings highlight the need for further exploration of the resistome in unique environments like anchialine caves. The interconnected dynamics of ARGs and MGEs within anchialine caves offer valuable insights into potential reservoirs and mechanisms of antibiotic resistance in natural ecosystems. This study not only advances our fundamental understanding but also highlights the need for a comprehensive approach to address antibiotic resistance in diverse ecological settings.
Collapse
Affiliation(s)
- Tanja Vojvoda Zeljko
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia
| | - Katarina Kajan
- Division of Materials Chemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia
- Center of Excellence for Science and Technology-Integration of Mediterranean Region (STIM), Zagreb, Croatia
| | - Branko Jalžić
- Croatian Biospeleological Society, 10000, Zagreb, Croatia
| | - Anyi Hu
- CAS Key Laboratory of Urban Pollutant Conversion, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China
| | - Neven Cukrov
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia
| | - Marija Marguš
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia
| | - Nuša Cukrov
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia
| | | | - Raffaella Sabatino
- Molecular Ecology Group (MEG), National Research Council of Italy (CNR), Water Research Institute (IRSA), Largo Tonolli 50, 28922, Verbania, Italy
- National Biodiversity Future Center (NBFC), Piazza Marina 61, 90133, Palermo, Italy
| | - Andrea Di Cesare
- Molecular Ecology Group (MEG), National Research Council of Italy (CNR), Water Research Institute (IRSA), Largo Tonolli 50, 28922, Verbania, Italy
- National Biodiversity Future Center (NBFC), Piazza Marina 61, 90133, Palermo, Italy
| | - Sandi Orlić
- Division of Materials Chemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000, Zagreb, Croatia.
- Center of Excellence for Science and Technology-Integration of Mediterranean Region (STIM), Zagreb, Croatia.
| |
Collapse
|
4
|
Męcik M, Stefaniak K, Harnisz M, Korzeniewska E. Hospital and municipal wastewater as a source of carbapenem-resistant Acinetobacter baumannii and Pseudomonas aeruginosa in the environment: a review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:48813-48838. [PMID: 39052110 PMCID: PMC11310256 DOI: 10.1007/s11356-024-34436-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 07/16/2024] [Indexed: 07/27/2024]
Abstract
The increase in the prevalence of carbapenem-resistant Gram-negative bacteria, in particular Acinetobacter baumannii (CRAB) and Pseudomonas aeruginosa (CRPA), poses a serious threat for public health worldwide. This article reviews the alarming data on the prevalence of infections caused by CRAB and CRPA pathogens and their presence in hospital and municipal wastewater, and it highlights the environmental impact of antibiotic resistance. The article describes the key role of antibiotic resistance genes (ARGs) in the acquisition of carbapenem resistance and sheds light on bacterial resistance mechanisms. The main emphasis was placed on the transfer of ARGs not only in the clinical setting, but also in the environment, including water, soil, and food. The aim of this review was to expand our understanding of the global health risks associated with CRAB and CRPA in hospital and municipal wastewater and to analyze the spread of these micropollutants in the environment. A review of the literature published in the last decade will direct research on carbapenem-resistant pathogens, support the implementation of effective preventive measures and interventions, and contribute to the development of improved strategies for managing this problem.
Collapse
Affiliation(s)
- Magdalena Męcik
- Department of Water Protection Engineering and Environmental Microbiology, Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 1, 10-720, Olsztyn, Poland
| | - Kornelia Stefaniak
- Department of Water Protection Engineering and Environmental Microbiology, Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 1, 10-720, Olsztyn, Poland
| | - Monika Harnisz
- Department of Water Protection Engineering and Environmental Microbiology, Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 1, 10-720, Olsztyn, Poland
| | - Ewa Korzeniewska
- Department of Water Protection Engineering and Environmental Microbiology, Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 1, 10-720, Olsztyn, Poland.
| |
Collapse
|
5
|
Aiyegoro OA, Moyane JN, Adegoke AA, Jideani AIO, Reddy P, Okoh AI. Virulence Signatures, Integrons, and Antibiotic Resistance Genes in Bacterial Strains Recovered from Selected Commercial Dairy Products and Fresh Raw Meat. Curr Microbiol 2023; 80:254. [PMID: 37355481 DOI: 10.1007/s00284-023-03371-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 06/09/2023] [Indexed: 06/26/2023]
Abstract
Bacterial species responsible for food infections and intoxication are sometimes carried through the food production and processing. Very few published literatures exist on integrons among antibiotic-resistant staphylococcal strains from foods of animal origin in Gauteng Province, South Africa, hence this study. A total of 720 samples (360 meat and 360 dairies) from a community abattoir of a research farm in South Africa, using conventional bacteriological and molecular methods. Nine (9) bacterial strains, including Bacillus subtilis AYO-123, Acinetobacter baumannii AYO-241, Staphylococcus lentus AYO-352, among others were identified and submitted to GenBank. More bacterial strains were recovered from raw meat (90.5%) than dairy products (9.5%). Resistance was shown (0-100%) to Imipenem, Meropenem, Norfloxacin, Clindamycin, and 22 other antibiotics, without any carbapenem-resistant Acinetobacter baumannii and methicillin/vancomycin-resistant Staphylococcus species (MRSS/VRSS). Virulence genes for fibronectin-binding protein A (FnbA) were predominant (56.24%) followed by the circulating nucleic acids (cna) gene (43.75%). Others were staphylococcal enterotoxin A (sea, 41%), staphylococcal enterotoxin B (seb, 23.5%). Co-presence of sea and seb genes occurred in 11.76% of the isolates, but no coa genes was amplified. Antibiotic resistance genes (ARGs), tetK (70.58%), linA (29.4%), and ermA (11.76%) were detected, but none of the mecA and vat genes was amplified. Class 2 integron (50%) was more predominantly detected than integron 1 (25%), but no Class 3 integron was detected. Bacteria with both the detected virulence and antibiotic resistance genes are of potential risks to human health.
Collapse
Affiliation(s)
- Olayinka A Aiyegoro
- Collaborating Partner, Department of Microbiology, Faculty of Science, University of Uyo, Uyo, Nigeria
- Research Unit for Environmental Sciences and Management, North West University, Potchefstroom, 2520, North West, South Africa
| | - Jeremia N Moyane
- School of Agriculture, Department of Food Science and Technology, University of Venda, Thohoyandou, 0950, South Africa
| | - Anthony A Adegoke
- Department of Microbiology, Faculty of Science, University of Uyo, Uyo, Nigeria.
- Department of Community Health Studies, Faculty of Health Sciences, Durban University of Technology (DUT), Durban, 4001, KwaZulu-Natal, South Africa.
| | - Afam I O Jideani
- School of Agriculture, Department of Food Science and Technology, University of Venda, Thohoyandou, 0950, South Africa
- Postharvest-Handling Group, ISEKI-Food Association, Vienna, Austria
| | - Poovendhree Reddy
- Department of Community Health Studies, Faculty of Health Sciences, Durban University of Technology (DUT), Durban, 4001, KwaZulu-Natal, South Africa
| | - Anthony I Okoh
- Department of Environmental Health Sciences, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- SAMRC Microbial Water Quality Monitoring Centre, University of For Hare, Alice, South Africa
| |
Collapse
|
6
|
Sharma E, Sivakumar M, Kelso C, Zhang S, Shi J, Gao J, Gao S, Zhou X, Jiang G. Effects of sewer biofilms on the degradability of carbapenems in wastewater using laboratory scale bioreactors. WATER RESEARCH 2023; 233:119796. [PMID: 36863281 DOI: 10.1016/j.watres.2023.119796] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 02/04/2023] [Accepted: 02/21/2023] [Indexed: 06/18/2023]
Abstract
Carbapenems are last-resort antibiotics used to treat bacterial infections unsuccessfully treated by most common categories of antibiotics in humans. Most of their dosage is secreted unchanged as waste, thereby making its way into the urban water system. There are two major knowledge gaps addressed in this study to gain a better understanding of the effects of their residual concentrations on the environment and environmental microbiome: development of a UHPLC-MS/MS method of detection and quantification from raw domestic wastewater via direct injection and study of their stability in sewer environment during the transportation from domestic sewers to wastewater treatment plants. The UHPLC-MS/MS method was developed for four carbapenems: meropenem, doripenem, biapenem and ertapenem, and validation was performed in the range of 0.5-10 μg/L for all analytes, with limit of detection (LOD) and limit of quantification (LOQ) values ranging from 0.2-0.5 μg/L and 0.8-1.6 μg/L respectively. Laboratory scale rising main (RM) and gravity sewer (GS) bioreactors were employed to culture mature biofilms with real wastewater as the feed. Batch tests were conducted in RM and GS sewer bioreactors fed with carbapenem-spiked wastewater to evaluate the stability of carbapenems and compared against those in a control reactor (CTL) without sewer biofilms, over a duration of 12 h. Significantly higher degradation was observed for all carbapenems in RM and GS reactors (60 - 80%) as opposed to CTL reactor (5 - 15%), which indicates that sewer biofilms play a significant role in the degradation. First order kinetics model was applied to the concentration data along with Friedman's test and Dunn's multiple comparisons analysis to establish degradation patterns and differences in the degradation observed in sewer reactors. As per Friedman's test, there was a statistically significant difference in the degradation of carbapenems observed depending on the reactor type (p = 0.0017 - 0.0289). The results from Dunn's test indicate that the degradation in the CTL reactor was statistically different from that observed in either RM (p = 0.0033 - 0.1088) or GS (p = 0.0162 - 0.1088), with the latter two showing insignificant difference in the degradation rates observed (p = 0.2850 - 0.5930). The findings contribute to the understanding about the fate of carbapenems in urban wastewater and the potential application of wastewater-based epidemiology.
Collapse
Affiliation(s)
- Elipsha Sharma
- School of Civil, Mining, Environmental & Architectural Engineering, University of Wollongong, Australia
| | - Muttucumaru Sivakumar
- School of Civil, Mining, Environmental & Architectural Engineering, University of Wollongong, Australia
| | - Celine Kelso
- School of Chemistry and Molecular Bioscience, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Australia; Molecular Horizons, University of Wollongong, Australia
| | - Shuxin Zhang
- School of Civil, Mining, Environmental & Architectural Engineering, University of Wollongong, Australia
| | - Jiahua Shi
- Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Australia
| | - Jianfa Gao
- College of Chemistry and Environmental Engineering, Shenzen University, Shenzen, 518060, China
| | - Shuhong Gao
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, 150090, China
| | - Xu Zhou
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, 150090, China
| | - Guangming Jiang
- School of Civil, Mining, Environmental & Architectural Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Australia.
| |
Collapse
|
7
|
Tula MY, Enabulele OI, Ophori EA, Aziegbemhin AS, Iyoha O, Filgona J. A systematic review of the current status of carbapenem resistance in Nigeria: Its public health implication for national intervention. Niger Postgrad Med J 2023; 30:1-11. [PMID: 36814157 DOI: 10.4103/npmj.npmj_240_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Carbapenem antibiotics are considered one of the most effective and the last-resort antibiotics for the treatment of infections caused by multidrug-resistant Gram-negative bacteria. However, with the advent of carbapenem resistance, it becomes obvious that quality health-care delivery will be hampered if adequate measure is not put in place. This review assessed the prevalence of carbapenem-resistant Gram-negative bacteria (CR-GNB) and also provided an up-to-date position on carbapenem resistance (CR) in Nigeria. Three electronic databases (Google Scholar, PubMed and African Journal online) were searched for relevant literatures, and 38 articles published between January 2013 and June 2022 that met the criteria for inclusion were recruited into the study. The mean prevalence of CR in Nigeria stands at 21.3%, with the southern and northern regions documenting a mean prevalence of 22.0% and 20.9%, respectively. Most of the reviewed articles were from clinical settings (81.6%), with urine samples (38.7%) constituting the most prevalent clinical sample in which CR-GNB were detected. The preponderance of phenotypic methods (55.3%) over molecular method (44.7%), particularly the use of disk diffusion test breakpoint and Modified Hodge test was documented. The most prevalent carbapenem-resistant bacteria were Escherichia coli (50.0%) and Klebsiella pneumoniae (26.3%). The blaNDM and blaVIM were the major reported carbapenemase-encoded genes, particularly among E. coli, K. pneumoniae and Pseudomonas species. This systematic review revealed a mean prevalence of CR-GNB in Nigeria that required urgent attention. Furthermore, the detection of clinically and epidemiologically important carbapenemase coding genes is of public health importance.
Collapse
Affiliation(s)
- Musa Yakubu Tula
- Department of Biological Science Technology, Federal Polytechnic, Mubi, Adamawa State, Nigeria
| | - Onaiwu Idahosa Enabulele
- Department of Microbiology, Faculty of Life Sciences, University of Benin, Benin City, Edo State, Nigeria
| | - Endurance Anthony Ophori
- Department of Microbiology, Faculty of Life Sciences, University of Benin, Benin City, Edo State, Nigeria
| | | | - Osaretin Iyoha
- Department of Medical Microbiology, School of Medicine, College of Medical Sciences, University of Benin Teaching Hospital, Benin City, Edo State, Nigeria
| | - Joel Filgona
- Department of Microbiology, Adamawa State University, Mubi, Adamawa State, Nigeria
| |
Collapse
|
8
|
Discrimination between Carbapenem-Resistant and Carbapenem-Sensitive Klebsiella pneumoniae Strains through Computational Analysis of Surface-Enhanced Raman Spectra: a Pilot Study. Microbiol Spectr 2022; 10:e0240921. [PMID: 35107359 PMCID: PMC8809336 DOI: 10.1128/spectrum.02409-21] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
In clinical settings, rapid and accurate diagnosis of antibiotic resistance is essential for the efficient treatment of bacterial infections. Conventional methods for antibiotic resistance testing are time consuming, while molecular methods such as PCR-based testing might not accurately reflect phenotypic resistance. Thus, fast and accurate methods for the analysis of bacterial antibiotic resistance are in high demand for clinical applications. In this pilot study, we isolated 7 carbapenem-sensitive Klebsiella pneumoniae (CSKP) strains and 8 carbapenem-resistant Klebsiella pneumoniae (CRKP) strains from clinical samples. Surface-enhanced Raman spectroscopy (SERS) as a label-free and noninvasive method was employed for discriminating CSKP strains from CRKP strains through computational analysis. Eight supervised machine learning algorithms were applied for sample analysis. According to the results, all supervised machine learning methods could successfully predict carbapenem sensitivity and resistance in K. pneumoniae, with a convolutional neural network (CNN) algorithm on top of all other methods. Taken together, this pilot study confirmed the application potentials of surface-enhanced Raman spectroscopy in fast and accurate discrimination of Klebsiella pneumoniae strains with different antibiotic resistance profiles. IMPORTANCE With the low-cost, label-free, and nondestructive features, Raman spectroscopy is becoming an attractive technique with great potential to discriminate bacterial infections. In this pilot study, we analyzed surfaced-enhanced Raman spectroscopy (SERS) spectra via supervised machine learning algorithms, through which we confirmed the application potentials of the SERS technique in rapid and accurate discrimination of Klebsiella pneumoniae strains with different antibiotic resistance profiles.
Collapse
|
9
|
Pereira AL, de Oliveira PM, Faria-Junior C, Alves EG, de Castro E Caldo Lima GR, da Costa Lamounier TA, Haddad R, de Araújo WN. Environmental spreading of clinically relevant carbapenem-resistant gram-negative bacilli: the occurrence of bla KPC-or-NDM strains relates to local hospital activities. BMC Microbiol 2022; 22:6. [PMID: 34979901 PMCID: PMC8725513 DOI: 10.1186/s12866-021-02400-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 11/26/2021] [Indexed: 12/19/2022] Open
Abstract
Background Aquatic matrices impacted by sewage may shelter carbapenem-resistant (CR) Gram-negative bacilli (GNB) harboring resistance genes of public health concern. In this study, sewage treatment plants (STPs) servicing well-defined catchment areas were surveyed for the presence of CR-GNB bearing carbapenemase genes (blaKPC or blaNDM). Results A total of 325 CR-GNB were recovered from raw (RS) and treated (TS) sewage samples as well as from water body spots upstream (UW) and downstream (DW) from STPs. Klebsiella-Enterobacter (KE) group amounted to 116 isolates (35.7%). CR-KE isolates were recovered from TS, DW (35.7%) and RS samples (44.2%) (p = 0.001); but not from UW samples. KE isolates represented 65.8% of all blaKPC or blaNDM positive strains. The frequency of blaKPC-or-NDM strains was positively associated with the occurrence of district hospitals located near STPs, as well as with the number of hospitalizations and of sewer connections serviced by the STPs. blaKPC-or-NDM strains were recovered from ST samples in 7 out of 14 STPs, including four tertiary-level STPs; and from 6 out of 13 DW spots whose RS samples also had blaKPC-or-NDM strains. Conclusions Clinically relevant GNB bearing blaKPC-or-NDM resist sewage treatments and spread into environmental aquatic matrices mainly from STPs impacted by hospital activities. Supplementary Information The online version contains supplementary material available at 10.1186/s12866-021-02400-1.
Collapse
Affiliation(s)
- Alex Leite Pereira
- Campus of Ceilândia, University of Brasília. Centro Metropolitano, Conjunto A, Ceilândia Sul, Brasília, DF, CEP: 72220-275, Brazil.
| | - Pâmela Maria de Oliveira
- Campus of Ceilândia, University of Brasília. Centro Metropolitano, Conjunto A, Ceilândia Sul, Brasília, DF, CEP: 72220-275, Brazil
| | - Célio Faria-Junior
- Central Laboratory for Public Health (LACEN-DF), SGAN 601, Asa Norte, Brasília, DF, CEP: 70830-010, Brazil
| | - Everton Giovanni Alves
- Central Laboratory for Public Health (LACEN-DF), SGAN 601, Asa Norte, Brasília, DF, CEP: 70830-010, Brazil
| | | | - Thaís Alves da Costa Lamounier
- Campus of Ceilândia, University of Brasília. Centro Metropolitano, Conjunto A, Ceilândia Sul, Brasília, DF, CEP: 72220-275, Brazil
| | - Rodrigo Haddad
- Campus of Ceilândia, University of Brasília. Centro Metropolitano, Conjunto A, Ceilândia Sul, Brasília, DF, CEP: 72220-275, Brazil
| | - Wildo Navegantes de Araújo
- Campus of Ceilândia, University of Brasília. Centro Metropolitano, Conjunto A, Ceilândia Sul, Brasília, DF, CEP: 72220-275, Brazil
| |
Collapse
|
10
|
Urban Aquatic Ecosystems as a Factor of the Spread of Antibiotic Resistant Microorganisms and Resistance Genes. TRANSYLVANIAN REVIEW OF SYSTEMATICAL AND ECOLOGICAL RESEARCH 2021. [DOI: 10.2478/trser-2021-0009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
In this work, studies have been conducted to detect antibiotic resistance microorganisms and resistance genes in the natural waters of the Uzh River, which flows in the Carpathian region (Ukraine) and flows into the Laborec River in the territory of Slovakia. Among the most common microorganisms of the Uzh River, there has been a high level of resistance to tetracyclines, β-lactams, and antibiotics of the last line of defence (carbapenems, fourth-generation fluoroquinolones). The results of molecular genetic analysis indicate the presence of resistance genes bla tet-M, bla CTX-M, bla TEM, and bla KPC in microorganisms of the Enterobacteriaceae family.
Collapse
|
11
|
Taggar G, Attiq Rheman M, Boerlin P, Diarra MS. Molecular Epidemiology of Carbapenemases in Enterobacteriales from Humans, Animals, Food and the Environment. Antibiotics (Basel) 2020; 9:antibiotics9100693. [PMID: 33066205 PMCID: PMC7602032 DOI: 10.3390/antibiotics9100693] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/02/2020] [Accepted: 10/07/2020] [Indexed: 12/31/2022] Open
Abstract
The Enterobacteriales order consists of seven families including Enterobacteriaceae, Erwiniaceae, Pectobacteriaceae, Yersiniaceae, Hafniaceae, Morganellaceae, and Budviciaceae and 60 genera encompassing over 250 species. The Enterobacteriaceae is currently considered as the most taxonomically diverse among all seven recognized families. The emergence of carbapenem resistance (CR) in Enterobacteriaceae caused by hydrolytic enzymes called carbapenemases has become a major concern worldwide. Carbapenem-resistant Enterobacteriaceae (CRE) isolates have been reported not only in nosocomial and community-acquired pathogens but also in food-producing animals, companion animals, and the environment. The reported carbapenemases in Enterobacteriaceae from different sources belong to the Ambler class A (blaKPC), class B (blaIMP, blaVIM, blaNDM), and class D (blaOXA-48) β-lactamases. The carbapenem encoding genes are often located on plasmids or associated with various mobile genetic elements (MGEs) like transposons and integrons, which contribute significantly to their spread. These genes are most of the time associated with other antimicrobial resistance genes such as other β-lactamases, as well as aminoglycosides and fluoroquinolones resistance genes leading to multidrug resistance phenotypes. Control strategies to prevent infections due to CRE and their dissemination in human, animal and food have become necessary. Several factors involved in the emergence of CRE have been described. This review mainly focuses on the molecular epidemiology of carbapenemases in members of Enterobacteriaceae family from humans, animals, food and the environment.
Collapse
Affiliation(s)
- Gurleen Taggar
- Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), 93, Stone Road West, Guelph, ON N1G 5C6, Canada; (G.T.); (M.A.R.)
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON N1G 2W1, Canada;
| | - Muhammad Attiq Rheman
- Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), 93, Stone Road West, Guelph, ON N1G 5C6, Canada; (G.T.); (M.A.R.)
| | - Patrick Boerlin
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON N1G 2W1, Canada;
| | - Moussa Sory Diarra
- Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), 93, Stone Road West, Guelph, ON N1G 5C6, Canada; (G.T.); (M.A.R.)
- Correspondence:
| |
Collapse
|