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Ahmed ZS, Hashad ME, Atef Y, Badr H, Elhariri M, Kadry M. Public health threat of antimicrobial resistance and virulence genes in Escherichia coli from human-chicken transmission in Egypt. Sci Rep 2025; 15:12627. [PMID: 40221510 PMCID: PMC11993692 DOI: 10.1038/s41598-025-94177-w] [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: 12/12/2024] [Accepted: 03/12/2025] [Indexed: 04/14/2025] Open
Abstract
Escherichia coli (E. coli) infections cause significant losses in the poultry industry and pose zoonotic risks due to rising antimicrobial resistance (AMR) and virulence factors. This study investigates E. coli prevalence, AMR, and virulence genes (papC, vgrG1, iss) in Egyptian chickens and farm workers. A total of 35 dead chickens from 14 flocks and 17 farm workers urine samples were examined bacteriologically to investigate E. coli presence followed by biochemical identification. Antimicrobial susceptibility testing was performed on 14 antibiotics using the disk diffusion method on Mueller-Hinton agar, following 'Clinical and Laboratory Standards Institute (CLSI) (2020) guidelines with Extended-spectrum β-lactamase (ESBL) activity evaluated via the Double Disc Synergy Test (DDST) with ceftazidime, cefotaxime, and their clavulanate combinations following CLSI protocols. virulence genes were detected through polymerase chain reaction (PCR) and phylogenetic analysis of the vgrG1 gene evaluated genetic relatedness between the chicken and human isolates. The study analysed 52 samples, identifying E. coli in 18 chicken organs (51.4%) and 11 human urine samples (64.7%), with no significant difference. various antimicrobic sensitivity profiles were identified phenotypically among all isolates in which 29 isolates, 58.6% were ESBL-producing, and 96.5% exhibited multidrug resistance (MDR), with chicken isolates showing higher resistance overall. virulence genes were detected in similar proportions across the isolates highlighting significant public health risks due to resistant and virulent E. coli. This study emphasized the public health risks of multidrug-resistant E. coli with virulence genes, highlighting potential zoonotic transmission and antibiotic use and food safety.
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Affiliation(s)
- Zeinab S Ahmed
- Department of Zoonoses, Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Mahmoud E Hashad
- Department of Microbiology, Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Yasser Atef
- Department of Microbiology, Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Heba Badr
- Animal Health Research Institute, Giza, 12618, Egypt
| | - Mahmoud Elhariri
- Department of Microbiology, Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Mona Kadry
- Department of Zoonoses, Veterinary Medicine, Cairo University, Giza, 12211, Egypt.
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Bahgat OT, Rizk DE, Kenawy HI, Barwa R. Characterization of non-O157 enterohemorrhagic Escherichia coli isolated from different sources in Egypt. BMC Microbiol 2024; 24:488. [PMID: 39574016 PMCID: PMC11580514 DOI: 10.1186/s12866-024-03636-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 11/06/2024] [Indexed: 11/25/2024] Open
Abstract
BACKGROUND Enterohemorrhagic Escherichia coli (EHEC) O157 is implicated in serious food and water-borne diseases as hemorrhagic colitis (HC), and the potentially fatal hemolytic uremic syndrome (HUS). However, new players of non-O157 EHEC have been implicated in serious infections worldwide. This work aims at analyzing serotype and genotypic-based virulence profile of EHEC local isolates. METHODS A total of 335 samples were collected from different sources in Egypt. E. coli was isolated and subjected to serotyping. Non-O157 EHEC isolates were tested for virulence genes using PCR, phenotypic examination, phylogenetic typing, and molecular investigation by ERIC typing and MLST to disclose genetic relatedness of isolates. A heat map was used to identify potential associations between the origin of the isolates, their phenotypic and genotypic characteristics. RESULTS A total of 105 out of 335 isolates were identified as E. coli. Surprisingly, 49.5% of these isolates were EHEC, where O111, O91, O26 and O55 were the most prevalent serotypes including 38.46% from stool, 21.15% urine, 23.1% cheese, 9.62% meat products, 3.85% from both yogurt and sewage water. Screening 15 different virulence genes revealed that sheA, stx2 and eae were the most prevalent with abundance rates of 85%, 75% and 36%, respectively. Fifteen profiles of virulence gene association were identified, where the most abundant one was stx2/sheA (19%) followed by stx2/stx2g/sheA/eae (11.5%). Both stx2/sheA/eae and stx2/stx2g/sheA were equally distributed in 9.6% of total isolates. Phylogenetic typing revealed that pathogenic phylogroups B2 and D were detected among clinical isolates only. Forty-six different patterns were detected by ERIC genotyping. MLST resolved three sequence types of ST70, ST120 and ST394. The heat map showed that 21 isolates were of 70% similarity, 9 groups were of 100% clonality. CONCLUSIONS The prevalence of non-O157 EHEC pathotype was marginally higher among the food isolates compared to the clinical ones. The endemic ST120 was detected in cheese, necessitating crucial measures to prevent the spread of this clone. Clinical EHEC isolates exhibited a higher score, and combination of virulence genes compared to food and sewage water isolates, thereby posing a significant public health concern.
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Affiliation(s)
- Omnia T Bahgat
- Microbiology and Immunology Department, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
| | - Dina E Rizk
- Microbiology and Immunology Department, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt.
| | - Hany I Kenawy
- Microbiology and Immunology Department, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
| | - Rasha Barwa
- Microbiology and Immunology Department, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
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Eltabey SM, Ibrahim AH, Zaky MM, Ibrahim AE, Alrashdi YBA, El Deeb S, Saleh MM. Targeting virulence of resistant Escherichia coli by the FDA-approved drugs sitagliptin and nitazoxanide as an alternative antimicrobial approach. Folia Microbiol (Praha) 2024:10.1007/s12223-024-01215-7. [PMID: 39470968 DOI: 10.1007/s12223-024-01215-7] [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: 06/02/2024] [Accepted: 10/21/2024] [Indexed: 11/01/2024]
Abstract
The spread of multidrug-resistant Escherichia coli in healthcare facilities is a global challenge. Hospital-acquired infections produced by Escherichia coli include gastrointestinal, blood-borne, urinary tract, surgical sites, and neonatal infections. Therefore, novel approaches are needed to deal with this pathogen and its rising resistance. The concept of attenuating virulence factors is an alternative strategy that might lead to low levels of resistance and combat this pathogen. A sub-inhibitory concentration (¼ MIC) of sitagliptin and nitazoxanide was used for phenotypic assessments of Escherichia coli virulence factors such as biofilm production, swimming motility, serum resistance, and protease production. Moreover, qRT-PCR was used to determine the impact of sub-MIC of the tested drugs on the relative expression levels of papC, fimH, fliC, kpsMTII, ompT_m, and stcE genes encoding virulence factors in Escherichia coli. Also, an in vivo model was conducted as a confirmatory test. Phenotypically, our findings demonstrated that the tested strains showed a significant decrease in all the tested virulence factors. Moreover, the genotypic results showed a significant downregulation in the relative expression levels of all the tested genes. Besides, the examined drugs were found to be effective in protecting mice against Escherichia coli pathogenesis. Sitagliptin and nitazoxanide exhibited strong anti-virulence activities against Escherichia coli. In addition, it is recommended that they might function as adjuvant in the management of Escherichia coli infections with either conventional antimicrobial agents or alone as alternative treatment measures.
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Affiliation(s)
- Sara M Eltabey
- Microbiology Program, Botany Department, Faculty of Science, Port Said University, Port Said, Egypt
| | - Ali H Ibrahim
- Botany Department, Faculty of Science, Port Said University, Port Said, Egypt
| | - Mahmoud M Zaky
- Botany Department, Faculty of Science, Port Said University, Port Said, Egypt
| | - Adel Ehab Ibrahim
- Natural and Medical Sciences Research Center, University of Nizwa, Birkat Al Mauz, P.O. Box 33, Nizwa, 616, Oman.
| | | | - Sami El Deeb
- Institute of Medicinal and Pharmaceutical Chemistry, Technische Universitaet Braunschweig, Brunswick, Germany.
| | - Moustafa M Saleh
- Microbiology and Immunology Department, Faculty of Pharmacy, Port Said University, Port Said, Egypt
- Faculty of Pharmacy, Ashour University, Baghdad, Iraq
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Wolde D, Eguale T, Medhin G, Haile AF, Alemayehu H, Mihret A, Pirs M, Strašek Smrdel K, Avberšek J, Kušar D, Cerar Kišek T, Janko T, Steyer A, Starčič Erjavec M. Diarrheagenic Escherichia coli in Stool Specimens Collected from Patients Attending Primary Healthcare Facilities in Ethiopia: Whole-Genome Sequencing-Based Molecular Characterization. Int J Mol Sci 2024; 25:10251. [PMID: 39408580 PMCID: PMC11476756 DOI: 10.3390/ijms251910251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 09/19/2024] [Accepted: 09/19/2024] [Indexed: 10/20/2024] Open
Abstract
The diarrheagenic Escherichia coli (DEC) is the major cause of diarrheal diseases in Africa, including Ethiopia. However, the genetic diversity of E. coli pathotypes found in Ethiopia has not been studied well. This study aimed to characterize potential DEC belonging to enteropathogenic (EPEC), Shiga toxin-producing (STEC), enteroaggregative (EAEC), enterotoxigenic (ETEC), and enteroinvasive (EIEC) E. coli pathotypes from stool specimens of patients attending primary healthcare units (n = 260) in Addis Ababa and Hossana using whole-genome sequencing. Real-time PCR assays were used to identify DEC isolates belonging to EPEC, STEC, EAEC, ETEC, and EIEC pathotypes, which were then subjected to whole-genome sequencing on the Illumina platform. Twenty-four whole-genome nucleotide sequences of DEC strains with good enough quality were analyzed for virulence-associated genes (VAGs), antibiotic resistance genes (ARGs), phylogenetic groups, serogroups, and sequence types. The majority (62.5%) of DEC isolates belonged to the phylogenetic group B1. The identified DEC isolates belonged to 21 different serogroups and 17 different sequence types. All tested DEC isolates carried multiple VAGs and ARGs. The findings highlight the high diversity in the population structure of the studied DEC isolates, which is important for designing targeted interventions to reduce the diarrheal burden in Ethiopia.
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Affiliation(s)
- Deneke Wolde
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Wachemo University, Hossana P.O. Box 667, Ethiopia;
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia; (T.E.); (G.M.); (A.F.H.); (H.A.)
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Tadesse Eguale
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia; (T.E.); (G.M.); (A.F.H.); (H.A.)
- Ohio State Global One Heath, Addis Ababa P.O. Box 1176, Ethiopia
| | - Girmay Medhin
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia; (T.E.); (G.M.); (A.F.H.); (H.A.)
| | - Aklilu Feleke Haile
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia; (T.E.); (G.M.); (A.F.H.); (H.A.)
| | - Haile Alemayehu
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia; (T.E.); (G.M.); (A.F.H.); (H.A.)
| | - Adane Mihret
- College of Health Sciences, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia;
- Armauer Hansen Research Institute, Addis Ababa P.O. Box 1005, Ethiopia
| | - Mateja Pirs
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia; (M.P.); (K.S.S.)
| | - Katja Strašek Smrdel
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia; (M.P.); (K.S.S.)
| | - Jana Avberšek
- Institute of Microbiology and Parasitology, Veterinary Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia; (J.A.); (D.K.)
| | - Darja Kušar
- Institute of Microbiology and Parasitology, Veterinary Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia; (J.A.); (D.K.)
| | - Tjaša Cerar Kišek
- National Laboratory of Health, Environment and Food, 2000 Maribor, Slovenia; (T.C.K.); (T.J.); (A.S.)
| | - Tea Janko
- National Laboratory of Health, Environment and Food, 2000 Maribor, Slovenia; (T.C.K.); (T.J.); (A.S.)
| | - Andrej Steyer
- National Laboratory of Health, Environment and Food, 2000 Maribor, Slovenia; (T.C.K.); (T.J.); (A.S.)
| | - Marjanca Starčič Erjavec
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
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Guo Y, Xiao R, Feng J, Wang X, Lai J, Kang W, Li Y, Zhu X, Ji T, Huang X, Pang D, An Y, Meng L, Wang Y. Distribution of virulence genes and antimicrobial resistance of Escherichia coli isolated from hospitalized neonates: A multi-center study across China. Heliyon 2024; 10:e35991. [PMID: 39229497 PMCID: PMC11369463 DOI: 10.1016/j.heliyon.2024.e35991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/14/2024] [Accepted: 08/07/2024] [Indexed: 09/05/2024] Open
Abstract
Background Escherichia coli is the most common gram-negative pathogen to cause neonatal infections. Contemporary virulence characterization and antimicrobial resistance (AMR) data of neonatal E. coli isolates in China are limited. Methods A total of 159 E. coli strains isolated from neonates were collected and classified into invasive and non-invasive infection groups, according to their site of origin. The presence of virulence genes was determined using polymerase chain reaction (PCR). All the strains were subjected to antimicrobial susceptibility testing using the broth dilution method. Results The top three virulence genes with the highest detection rates were fimH (90.6 %), iutA (88.7 %), and kspMT II (88.1 %). The prevalences of fyuA (p = 0.023), kpsMT K1 (p = 0.019), ibeA (p < 0.001), and iroN (p = 0.027) were significantly higher in the invasive infection group than in the non-invasive infection group. Resistance to ceftazixime, sulfamethoxazole/trimethoprim, and ciprofloxacin was 75.5 %, 65.4 %, and 48.4 %, respectively. Lower rates of resistance to ceftazidime (p = 0.022), cefepime (p = 0.005), ticarcillin/clavulanic acid (p = 0.020) and aztreonam (p = 0.001) were observed in the invasive infection group compared to the non-invasive infection group. The number of virulence genes carried by E. coli was positively correlated with the number of antibiotics to which the isolates were resistant (r = 0.71, p = 0.016), and a specific virulence gene was associated with resistance to various species of antibiotics. Conclusions Neonatal E. coli isolates carried multiple virulence genes and were highly resistant to antibiotics. Further studies are needed to understand the molecular mechanisms underlying the association between virulence and AMR.
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Affiliation(s)
- Yuting Guo
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
- Department of Neonatology, Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Ruiqi Xiao
- Capital Institute of Pediatrics, Beijing, China
| | - Jinxing Feng
- Department of Neonatology, Shenzhen Children's Hospital, Shenzhen, China
| | - Xiaoyun Wang
- Inner Mongolia Maternity and Child Health Care Hospital, Inner Mongolia, China
| | - Jidong Lai
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Wenqing Kang
- Neonatal Intensive Care Unit, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou, Henan, China
| | - Yangfang Li
- Department of Neonatology, Children's Hospital of Kunming, Kunming, Yunnan, China
| | - Xueping Zhu
- Department of Neonatology, Children's Hospital of Soochow University, Suzhou City, Jiangsu Province, China
| | - Tongzhen Ji
- Clinical Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Xuerong Huang
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Dan Pang
- Clinical Laboratory,Inner Mongolia Maternity and Child Health Care Hospital,Inner Mongolia, China
| | - Yanbin An
- Inner Mongolia Maternity and Child Health Care Hospital, Inner Mongolia, China
| | - Lihui Meng
- Department of Infectious Diseases, Children's Hospital, Capital Institute of Pediatrics, 2# Yabao Road, Chaoyang District, Beijing 100020, China
| | - Yajuan Wang
- Department of Neonatology, Children's Hospital, Capital Institute of Pediatrics, 2# Yabao Road, Chaoyang District, Beijing 100020, China
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Eltabey SM, Ibrahim AH, Zaky MM, Ibrahim AE, Alrashdi YBA, El Deeb S, Saleh MM. The Promising Effect of Ascorbic Acid and Paracetamol as Anti-Biofilm and Anti-Virulence Agents against Resistant Escherichia coli. Curr Issues Mol Biol 2024; 46:6805-6819. [PMID: 39057048 PMCID: PMC11276426 DOI: 10.3390/cimb46070406] [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: 06/12/2024] [Revised: 06/26/2024] [Accepted: 06/30/2024] [Indexed: 07/28/2024] Open
Abstract
Escherichia coli is a major cause of serious infections, with antibiotic resistance rendering many treatments ineffective. Hence, novel strategies to combat this pathogen are needed. Anti-virulence therapy is a promising new approach for the subsequent era. Recent research has examined the impact of sub-inhibitory doses of ascorbic acid and paracetamol on Escherichia coli virulence factors. This study evaluated biofilm formation, protease production, motility behavior, serum resistance, expression of virulence-regulating genes (using RT-PCR), and survival rates in a mouse model. Ascorbic acid significantly reduced biofilm formation, protease production, motility, and serum resistance from 100% in untreated isolates to 22-89%, 10-89%, 2-57%, and 31-35% in treated isolates, respectively. Paracetamol also reduced these factors from 100% in untreated isolates to 16-76%, 1-43%, 16-38%, and 31-35%, respectively. Both drugs significantly down-regulated virulence-regulating genes papC, fimH, ompT_m, stcE, fliC, and kpsMTII. Mice treated with these drugs had a 100% survival rate compared with 60% in the positive control group control inoculated with untreated bacteria. This study highlights the potential of ascorbic acid and paracetamol as anti-virulence agents, suggesting their use as adjunct therapies alongside conventional antimicrobials or as alternative treatments for resistant Escherichia coli infections.
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Affiliation(s)
- Sara M. Eltabey
- Microbiology Program, Botany Department, Faculty of Science, Port Said University, Port Said 42521, Egypt;
| | - Ali H. Ibrahim
- Botany Department, Faculty of Science, Port Said University, Port Said 42521, Egypt; (A.H.I.); (M.M.Z.)
| | - Mahmoud M. Zaky
- Botany Department, Faculty of Science, Port Said University, Port Said 42521, Egypt; (A.H.I.); (M.M.Z.)
| | - Adel Ehab Ibrahim
- Natural and Medical Sciences Research Center, University of Nizwa, P.O. Box 33, Birkat Al Mauz, Nizwa 616, Oman;
| | | | - Sami El Deeb
- Institute of Medicinal and Pharmaceutical Chemistry, Technische Universitaet Braunschweig, 38106 Braunschweig, Germany
| | - Moustafa M. Saleh
- Microbiology and Immunology Department, Faculty of Pharmacy, Port Said University, Port Said 42521, Egypt;
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Abdelaziz MA, El-Aziz AMA, El-Sokkary MMA, Barwa R. Characterization and genetic analysis of extensively drug-resistant hospital acquired Pseudomonas aeruginosa isolates. BMC Microbiol 2024; 24:225. [PMID: 38926687 PMCID: PMC11201863 DOI: 10.1186/s12866-024-03321-5] [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: 09/10/2023] [Accepted: 05/06/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND The incidence of hospital-acquired infections in extensively drug-resistant Pseudomonas aeruginosa (XDR-PA) has been increasing worldwide and is frequently associated with an increase in mortality and morbidity rates. The aim of this study was to characterize clinical XDR-PA isolates recovered during six months at three different hospitals in Egypt. RESULTS Seventy hospital-acquired clinical isolates of P. aeruginosa were classified into multidrug-resistant (MDR), extensively drug-resistant (XDR) and pandrug-resistant (PDR), according to their antimicrobial resistance profile. In addition, the possession of genes associated with mobile genetic elements and genes encoding antimicrobial resistance determinants among isolates were detected using polymerase chain reaction. As a result, a significant percentage of the isolates (75.7%) were XDR, while 18.5% were MDR, however only 5.7% of the isolates were non-MDR. The phenotypic detection of carbapenemases, extended-spectrum β-lactamases (ESBLs) and metallo β-lactamase (MBL) enzymes showed that 73.6% of XDR-PA isolates were carbapenemases producers, whereas 75.5% and 88.7% of XDR-PA isolates produced ESBLs and MBL respectively. In addition, PCR screening showed that oxa gene was the most frequently detected gene of carbapenemases (91.4%), while aac(6')-lb gene was mostly detected (84.3%) among the screened aminoglycosides-resistance genes. Furthermore, the molecular detection of the colistin resistance gene showed that 12.9% of isolates harbored mcr-1 gene. Concerning mobile genetic element markers (intI, traA, tnp513, and merA), intI was the highest detected gene as it was amplified in 67 isolates (95.7%). Finally, phylogenetic and molecular typing of the isolates via ERIC-PCR analysis revealed 10 different ERIC fingerprints. CONCLUSION The present study revealed a high prevalence of XDR-PA in hospital settings which were resistant to a variety of antibiotics due to several mechanisms. In addition, 98% of the XDR-PA clinical isolates contained at least one gene associated with movable genetic elements, which could have aided the evolution of these XDR-PA strains. To reduce spread of drug resistance, judicious use of antimicrobial agents and strict infection control measures are therefore essential.
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Affiliation(s)
- Mai A Abdelaziz
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, Egypt
| | - Abeer M Abd El-Aziz
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, Egypt
| | - Mohamed M A El-Sokkary
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, Egypt.
| | - Rasha Barwa
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, Egypt
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Banerjee J, Batabyal S, Biswas S, Bhattacharyya D, Habib M, Das AK, Nanda PK, Samanta I, Dandapat P, Bandyopadhyay S. Stray Dogs (Mongrels) Are Potent Reservoir of Drug-Resistant Pathogens: A Study in Peri-Urban Areas of Kolkata, India. Microb Drug Resist 2024; 30:215-230. [PMID: 38656133 DOI: 10.1089/mdr.2023.0249] [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: 04/26/2024] Open
Abstract
This study depicts the drug-resistance and phylogenomic characteristics of 365 Escherichia coli (EC) and 76 Klebsiella pneumoniae (KP) isolated from stray dogs (293) in and around Kolkata, India. Initial screening found 59 isolates, including 48 E. coli and 11 KP multidrug resistant, which included 33 extended-spectrum β-lactamase, 41 AmpC β-lactamase and 18 metallo-β-lactamase producers carrying blaNDM-1 (11) and blaNDM-5 (7) genes. Majority of them had the resistant genes such as blaCTX-M (33), blaTEM (18), blaSHV (4), blaOXA (17), blaFOX (2), blaDHA (2), blaCITM (15), blaCMY-2 (13), blaGES (2) and blaVEB (2), qnrS (15), qnrB (3), aac-6'-Ib-cr (14), tetA (26), tetB (14), sul-1 (25), armA (2) and rmtB (6), in addition to adherence genes such as csgA (33), fimA (27), fliC (13), sdiA (33), rcsA (38), and rpoS (39). They also carried plasmid of diverse replicon types of which IncFIA and FIB were the most frequent. Phylogrouping categorized most of the MDR E. coli in phylogroup A (20), B1 (14), and B2 (6). Enterobacteriaceae repetitive intergenic consensus-polymerase chain reaction (ERIC-PCR) showed genetic diversity of multidrug resistant isolates irrespective of their origin, resistance, and virulence types, differentiating the EC in five clades (A-E) and KP in four clades (A-D). As these stray dogs, which had no history or scope of previous antimicrobial therapy, were found to have contracted potential antimicrobial resistance pathogens, the role of environment in spread of such pathogens and further possibility of human infections cannot be ruled out.
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Affiliation(s)
- Jaydeep Banerjee
- ICAR-Indian Veterinary Research Institute, Eastern Regional Station, Kolkata, India
| | - Subhasis Batabyal
- West Bengal University of Animal and Fishery Sciences, Kolkata, India
| | - Suman Biswas
- West Bengal University of Animal and Fishery Sciences, Kolkata, India
| | | | - Md Habib
- ICAR-Indian Veterinary Research Institute, Eastern Regional Station, Kolkata, India
| | - Arun K Das
- ICAR-Indian Veterinary Research Institute, Eastern Regional Station, Kolkata, India
| | - Pramod K Nanda
- ICAR-Indian Veterinary Research Institute, Eastern Regional Station, Kolkata, India
| | - Indranil Samanta
- West Bengal University of Animal and Fishery Sciences, Kolkata, India
| | - Premanshu Dandapat
- ICAR-Indian Veterinary Research Institute, Eastern Regional Station, Kolkata, India
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ElTaweel M, Said HS, Barwa R. Emergence of extensive drug resistance and high prevalence of multidrug resistance among clinical Proteus mirabilis isolates in Egypt. Ann Clin Microbiol Antimicrob 2024; 23:46. [PMID: 38790053 PMCID: PMC11127457 DOI: 10.1186/s12941-024-00705-3] [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: 10/26/2023] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Proteus mirabilis is an opportunistic pathogen that has been held responsible for numerous nosocomial and community-acquired infections which are difficult to be controlled because of its diverse antimicrobial resistance mechanisms. METHODS Antimicrobial susceptibility patterns of P. mirabilis isolates collected from different clinical sources in Mansoura University Hospitals, Egypt was determined. Moreover, the underlying resistance mechanisms and genetic relatedness between isolates were investigated. RESULTS Antimicrobial susceptibility testing indicated elevated levels of resistance to different classes of antimicrobials among the tested P. mirabilis clinical isolates (n = 66). ERIC-PCR showed great diversity among the tested isolates. Six isolates (9.1%) were XDR while all the remaining isolates were MDR. ESBLs and AmpCs were detected in 57.6% and 21.2% of the isolates, respectively, where blaTEM, blaSHV, blaCTX-M, blaCIT-M and blaAmpC were detected. Carbapenemases and MBLs were detected in 10.6 and 9.1% of the isolates, respectively, where blaOXA-48 and blaNDM-1 genes were detected. Quinolone resistant isolates (75.8%) harbored acc(6')-Ib-cr, qnrD, qnrA, and qnrS genes. Resistance to aminoglycosides, trimethoprim-sulfamethoxazole and chloramphenicol exceeded 80%. Fosfomycin was the most active drug against the tested isolates as only 22.7% were resistant. Class I or II integrons were detected in 86.4% of the isolates. Among class I integron positive isolates, four different gene cassette arrays (dfrA17- aadA5, aadB-aadA2, aadA2-lnuF, and dfrA14-arr-3-blaOXA-10-aadA15) and two gene cassettes (dfrA7 and aadA1) were detected. While class II integron positive isolates carried four different gene cassette arrays (dfrA1-sat1-aadA1, estXVr-sat2-aadA1, lnuF- dfrA1-aadA1, and dfrA1-sat2). CONCLUSION P. Mirabilis ability to acquire resistance determinants via integrons may be held responsible for the elevated rates of antimicrobial resistance and emergence of XDR or even PDR strains limiting the available therapeutic options for management of infections caused by those strains.
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Affiliation(s)
- Maggi ElTaweel
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
| | - Heba Shehta Said
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt.
| | - Rasha Barwa
- Department of Microbiology and Immunology, Faculty of Pharmacy, Mansoura University, Mansoura, 35516, Egypt
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Ganjo AR, Balaky STJ, Mawlood AH, Smail SB, Shabila NP. Characterization of genes related to the efflux pump and porin in multidrug-resistant Escherichia coli strains isolated from patients with COVID-19 after secondary infection. BMC Microbiol 2024; 24:122. [PMID: 38600509 PMCID: PMC11005145 DOI: 10.1186/s12866-024-03283-8] [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: 07/28/2023] [Accepted: 03/28/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND Escherichia coli (E. coli) is a multidrug resistant opportunistic pathogen that can cause secondary bacterial infections in patients with COVID-19. This study aimed to determine the antimicrobial resistance profile of E. coli as a secondary bacterial infection in patients with COVID-19 and to assess the prevalence and characterization of genes related to efflux pumps and porin. METHODS A total of 50 nonduplicate E. coli isolates were collected as secondary bacterial infections in COVID-19 patients. The isolates were cultured from sputum samples. Confirmation and antibiotic susceptibility testing were conducted by Vitek 2. PCR was used to assess the prevalence of the efflux pump and porin-related genes in the isolates. The phenotypic and genotypic evolution of antibiotic resistance genes related to the efflux pump was evaluated. RESULTS The E. coli isolates demonstrated high resistance to ampicillin (100%), cefixime (62%), cefepime (62%), amoxicillin-clavulanic acid (60%), cefuroxime (60%), and ceftriaxone (58%). The susceptibility of E. coli to ertapenem was greatest (92%), followed by imipenem (88%), meropenem (86%), tigecycline (80%), and levofloxacin (76%). Regarding efflux pump gene combinations, there was a significant association between the acrA gene and increased resistance to levofloxacin, between the acrB gene and decreased resistance to meropenem and increased resistance to levofloxacin, and between the ompF and ompC genes and increased resistance to gentamicin. CONCLUSIONS The antibiotics ertapenem, imipenem, meropenem, tigecycline, and levofloxacin were effective against E. coli in patients with COVID-19. Genes encoding efflux pumps and porins, such as acrA, acrB, and outer membrane porins, were highly distributed among all the isolates. Efflux pump inhibitors could be alternative antibiotics for restoring tetracycline activity in E. coli isolates.
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Affiliation(s)
- Aryan R Ganjo
- Department of Clinical Analysis, College of Pharmacy, Hawler Medical University, Erbil, Kurdistan Region, Iraq
- Department of Medical Analysis, Faculty of Applied Science, Tishk International University, Erbil, Iraq
| | - Salah Tofik Jalal Balaky
- Department of Medical Analysis, Faculty of Applied Science, Tishk International University, Erbil, Iraq.
- Department of Medical Microbiology, College of Health Sciences, Hawler Medical University, Erbil, Kurdistan Region, Iraq.
| | - Ahang Hasan Mawlood
- Department of Medical Microbiology, College of Health Sciences, Hawler Medical University, Erbil, Kurdistan Region, Iraq
- Department of Medical Laboratory Technique, College of Medical Technology, AL-Kitab University, Kirkuk, Iraq
| | | | - Nazar P Shabila
- College of Health Sciences, Catholic University in Erbil, Erbil, Kurdistan Region, Iraq
- Department of Community Medicine, College of Medicine, Hawler Medical University, Erbil, Iraq
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11
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Alshaikh SA, El-Banna T, Sonbol F, Farghali MH. Correlation between antimicrobial resistance, biofilm formation, and virulence determinants in uropathogenic Escherichia coli from Egyptian hospital. Ann Clin Microbiol Antimicrob 2024; 23:20. [PMID: 38402146 PMCID: PMC10894499 DOI: 10.1186/s12941-024-00679-2] [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: 07/18/2023] [Accepted: 02/11/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND Uropathogenic Escherichia coli (UPEC) is the main etiological agent behind community-acquired and hospital-acquired urinary tract infections (UTIs), which are among the most prevalent human infections. The management of UPEC infections is becoming increasingly difficult owing to multi-drug resistance, biofilm formation, and the possession of an extensive virulence arsenal. This study aims to characterize UPEC isolates in Tanta, Egypt, with regard to their antimicrobial resistance, phylogenetic profile, biofilm formation, and virulence, as well as the potential associations among these factors. METHODS One hundred UPEC isolates were obtained from UTI patients in Tanta, Egypt. Antimicrobial susceptibility was assessed using the Kirby-Bauer method. Extended-spectrum β-lactamases (ESBLs) production was screened using the double disk synergy test and confirmed with PCR. Biofilm formation was evaluated using the microtiter-plate assay and microscopy-based techniques. The phylogenetic groups of the isolates were determined. The hemolytic activity, motility, siderophore production, and serum resistance of the isolates were also evaluated. The clonal relatedness of the isolates was assessed using ERIC-PCR. RESULTS Isolates displayed elevated resistance to cephalosporins (90-43%), sulfamethoxazole-trimethoprim (63%), and ciprofloxacin (53%). Ninety percent of the isolates were multidrug-resistant (MDR)/ extensively drug-resistant (XDR) and 67% produced ESBLs. Notably, there was an inverse correlation between biofilm formation and antimicrobial resistance, and 31%, 29%, 32%, and 8% of the isolates were strong, moderate, weak, and non-biofilm producers, respectively. Beta-hemolysis, motility, siderophore production, and serum resistance were detected in 64%, 84%, 65%, and 11% of the isolates, respectively. Siderophore production was correlated to resistance to multiple antibiotics, while hemolysis was more prevalent in susceptible isolates and associated with stronger biofilms. Phylogroups B2 and D predominated, with lower resistance and stronger biofilms in group B2. ERIC-PCR revealed considerable diversity among the isolates. CONCLUSION This research highlights the dissemination of resistance in UPEC in Tanta, Egypt. The evident correlation between biofilm and resistance suggests a resistance cost on bacterial cells; and that isolates with lower resistance may rely on biofilms to enhance their survival. This emphasizes the importance of considering biofilm formation ability during the treatment of UPEC infections to avoid therapeutic failure and/or infection recurrence.
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Affiliation(s)
- Sara A Alshaikh
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta University, Tanta, 31511, Egypt.
| | - Tarek El-Banna
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta University, Tanta, 31511, Egypt
| | - Fatma Sonbol
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta University, Tanta, 31511, Egypt
| | - Mahmoud H Farghali
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta University, Tanta, 31511, Egypt
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12
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Ismael NM, Azzam M, Abdelmoteleb M, El-Shibiny A. Phage vB_Ec_ZCEC14 to treat antibiotic-resistant Escherichia coli isolated from urinary tract infections. Virol J 2024; 21:44. [PMID: 38365702 PMCID: PMC10873995 DOI: 10.1186/s12985-024-02306-0] [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: 10/15/2023] [Accepted: 01/29/2024] [Indexed: 02/18/2024] Open
Abstract
Escherichia coli is a commensal bacterial species in the human gastrointestinal tract; however, it could be pathogenic and cause severe infections in intra and extra-intestinal sites. Uropathogenic E. coli accounts for 80-90% of urinary tract infections that can result in urosepsis and septic shock. Consequently, multidrug-resistant uropathogenic E. coli poses a considerable risk to the healthcare system worldwide. Phage therapy is demonstrated as an optimistic solution to over-the-counter antibiotics that contribute to the global issue of multidrug-resistant bacteria. This study aims to isolate a novel phage that could be implemented to cure urinary tract infections mediated by multidrug-resistant E. coli. Twenty-seven E. coli isolates were collected from patients with urinary tract infections to assess the antibacterial efficacy of phage vB_Ec_ZCEC14. Phage kinetics were encountered against the E. coli strain (EC/4), in addition to evaluating phage stability under various temperatures, pH values, and UV exposure periods. Full genome sequencing and morphological analysis were conducted for further phage characterization, which revealed that phage vB_Ec_ZCEC14 belongs to the family Straboviridae. Phage vB_Ec_ZCEC14 showed thermal tolerance at 80 ℃, pH stability between pH 3 and pH 12, and endurance to UV exposure for 45 min. The phage-host interaction results revealed that phage vB_Ec_ZCEC14 has strong and steady antibacterial action at lower concentrations (MOI 0.1). The study findings strongly indicate that phage vB_Ec_ZCEC14 holds significant promise as a potential therapeutic alternative for treatment of antibiotic-resistant uropathogenic E. coli.
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Affiliation(s)
- Nedaa M Ismael
- Center for Microbiology and Phage Therapy, Zewail City of Science and Technology, 12578, Giza, Egypt
| | - Mohamed Azzam
- Center for Microbiology and Phage Therapy, Zewail City of Science and Technology, 12578, Giza, Egypt
| | - Mohamed Abdelmoteleb
- Department of Botany, Faculty of Science, Mansoura University, 35516, Mansoura, Egypt
| | - Ayman El-Shibiny
- Center for Microbiology and Phage Therapy, Zewail City of Science and Technology, 12578, Giza, Egypt.
- Faculty of Environmental Agricultural Sciences, Arish University, 45511, Arish, Egypt.
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Shaker AA, Samir A, Zaher HM, Abdel-Moein KA. Occurrence of Major Human Extraintestinal Pathogenic Escherichia coli Sequence Types Among Diarrheic Pet Animals: A Potential Public Health Threat. Vector Borne Zoonotic Dis 2023; 23:568-575. [PMID: 37695819 DOI: 10.1089/vbz.2022.0075] [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: 09/13/2023] Open
Abstract
Background: Extraintestinal pathogenic Escherichia coli (ExPEC) has become a mounting public health concern. The present study was conducted to address the role of diarrheic pet animals as potential reservoirs for major human ExPEC sequence types (STs). Materials and Methods: Rectal swabs were collected from 145 diarrheic pet animals (75 dogs and 70 cats). Samples were processed for isolation and identification of E. coli by culture methods. Afterward, ExPEC isolates were identified on a molecular basis through detection of ExPEC phylogroups (B2 and D) coupled with carriage of two or more of the virulence genes associated with ExPEC (papAH, papC, sfa/focDE, afa/draBC, iutA, and kpsMT II). ExPEC STs 131, 73, 69, and 95 were identified among ExPEC isolates by quadruplex PCR and tested for their antimicrobial susceptibility. Eventually, two isolates underwent gene sequencing for the phylogenetic analysis. Results: Of 145 pet animals, 16 (11%) E. coli strains were identified as ExPEC, in which 15 (10.3%) isolates belonged to phylogroup B2 and 1 (0.69%) strain belonged to phylogroup D. The major human ExPEC STs were detected in 13 (9%) isolates, whereas the prevalence rates were 5.3% and 12.9% for dogs and cats, respectively. The isolation rates of ExPEC STs were 4.8%, 2.8%, 0.69%, and 0.69% for ST73, ST131, ST95, and ST69, respectively. Regarding the prevalence of virulence genes among ExPEC STs, the most prevalent ones were papC and sfa/focDE (92.3%), followed by papAH (76.9%), iutA (53.8%), afa/draBC (30.8%), and kpsMT II (30.8%). Moreover, 38.5% of the obtained human ExPEC STs were multidrug resistant. The phylogenetic analysis of two ExPEC ST73 gene sequences showed high genetic relatedness to those isolated from humans in different countries. Conclusions: The fecal carriage of major human ExPEC STs among diarrheic dogs and cats poses a potential zoonotic hazard with serious public health implications.
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Affiliation(s)
- Alaa A Shaker
- Department of Zoonoses and Faculty of Veterinary Medicine, Cairo University, Cairo, Egypt
| | - Ahmed Samir
- Department of Microbiology, Faculty of Veterinary Medicine, Cairo University, Cairo, Egypt
| | - Hala M Zaher
- Department of Zoonoses and Faculty of Veterinary Medicine, Cairo University, Cairo, Egypt
| | - Khaled A Abdel-Moein
- Department of Zoonoses and Faculty of Veterinary Medicine, Cairo University, Cairo, Egypt
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Abdelraheem WM, Mahdi WKM, Abuelela IS, Hassuna NA. High incidence of fosfomycin-resistant uropathogenic E. coli among children. BMC Infect Dis 2023; 23:475. [PMID: 37460976 DOI: 10.1186/s12879-023-08449-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 07/08/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND There are few epidemiological or molecular data on Escherichia coli (E. coli) strains resistant to fosfomycin. In this study, we described the occurrence and characterization of fosfomycin-resistant uropathogenic E. coli (UPEC) isolated from children. MATERIALS AND METHODS This study was carried out on 96 E. coli isolates obtained from children with urinary tract infections. Two methods were performed to detect fosfomycin resistance: The agar dilution method and the rapid fosfomycin test. The disc diffusion method was done to detect the antimicrobial susceptibility pattern of all isolates. The phylogenetic grouping of all isolates was done according to the modified Clermont method. Conventional PCR was performed to detect plasmid-mediated fosfomycin-resistant genes (fos genes) and the blaCTX-M gene. RESULTS Analyses of data were performed by SPSS software. A high percentage of fosfomycin resistance (37/96; 38.5%) was reported among UPEC isolates. The fosfomycin-resistant strains showed a higher resistance rate than fosfomycin-susceptible isolates to different antibiotics. E group (62.2%) was the most predominant phylogenetic group among the fosfomycin-resistant UPEC isolates, followed by Group B2 (21.6%) and group D (13.5%). The fos genes were detected in 21 isolates with the fosA3 gene as the most frequent, which was detected in 11 isolates followed by fosA (8), fosC2 (4), fosA4(1), and fosA5(1) genes. CONCLUSION This is the first report of a high prevalence of plasmid-mediated fosfomycin-resistant UPEC in Egypt. All of these isolates were multidrug-resistant to the tested antibiotics. Close monitoring of such strains is mandatory to prevent widespread dissemination of the genes code for antibiotic resistance.
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Affiliation(s)
- Wedad M Abdelraheem
- Medical Microbiology and Immunology Department, Faculty of Medicine, Minia University, Minia, Egypt.
| | - W K M Mahdi
- Medical Microbiology and Immunology Department, Faculty of Medicine, Minia University, Minia, Egypt
| | - Ibtehal S Abuelela
- Pediatric Department, Faculty of Medicine, Minia University, Minia, Egypt
| | - Noha Anwar Hassuna
- Medical Microbiology and Immunology Department, Faculty of Medicine, Minia University, Minia, Egypt
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15
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Increased Levels of (p)ppGpp Correlate with Virulence and Biofilm Formation, but Not with Growth, in Strains of Uropathogenic Escherichia coli. Int J Mol Sci 2023; 24:ijms24043315. [PMID: 36834725 PMCID: PMC9962837 DOI: 10.3390/ijms24043315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/26/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023] Open
Abstract
Urinary tract infections are one of the most frequent bacterial diseases worldwide. UPECs are the most prominent group of bacterial strains among pathogens responsible for prompting such infections. As a group, these extra-intestinal infection-causing bacteria have developed specific features that allow them to sustain and develop in their inhabited niche of the urinary tract. In this study, we examined 118 UPEC isolates to determine their genetic background and antibiotic resistance. Moreover, we investigated correlations of these characteristics with the ability to form biofilm and to induce a general stress response. We showed that this strain collection expressed unique UPEC attributes, with the highest representation of FimH, SitA, Aer, and Sfa factors (100%, 92.5%, 75%, and 70%, respectively). According to CRA (Congo red agar) analysis, the strains particularly predisposed to biofilm formation represented 32.5% of the isolates. Those biofilm forming strains presented a significant ability to accumulate multi-resistance traits. Most notably, these strains presented a puzzling metabolic phenotype-they showed elevated basal levels of (p)ppGpp in the planktonic phase and simultaneously exhibited a shorter generation time when compared to non-biofilm-forming strains. Moreover, our virulence analysis showed these phenotypes to be crucial for the development of severe infections in the Galleria mellonella model.
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