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Yang Q, Wang X, Han M, Sheng H, Sun Y, Su L, Lu W, Li M, Wang S, Chen J, Cui S, Yang BW. Bacterial genome-wide association studies: exploring the genetic variation underlying bacterial phenotypes. Appl Environ Microbiol 2025:e0251224. [PMID: 40377303 DOI: 10.1128/aem.02512-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2025] Open
Abstract
With the continuous advancements in high-throughput genome sequencing technologies and the development of innovative bioinformatics tools, bacterial genome-wide association studies (BGWAS) have emerged as a transformative approach for investigating the genetic variations underlying diverse bacterial phenotypes at the population genome level. This review provides a comprehensive overview of the application of BGWAS in elucidating genetic determinants of bacterial drug resistance, pathogenicity, host specificity, biofilm formation, and probiotic fermentation characteristics. We systematically summarize the BGWAS workflow, including study design, data analysis pipelines, and the bioinformatics software employed at various stages. Furthermore, we highlight specialized tools tailored for BGWAS and discuss their unique features and applications. We also discuss confounding factors that can influence the accuracy and reliability of BGWAS results, including population structure, linkage disequilibrium, and multiple testing. By incorporating recent advancements, this review serves as a comprehensive reference for researchers utilizing BGWAS to uncover the genetic basis of bacterial phenotypes.
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Affiliation(s)
- Qiuping Yang
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Xiaoqi Wang
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Mengting Han
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Huanjing Sheng
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Yulu Sun
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Li Su
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Wenjing Lu
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Mei Li
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Siyue Wang
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
| | - Jia Chen
- College of Chemical Technology, Shijiazhuang University, Shijiazhuang, China
| | - Shenghui Cui
- National Institutes for Food and Drug Control, Beijing, China
| | - Bao-Wei Yang
- College of Food Science and Engineering, Northwest A&F University, Shaanxi, China
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Kou X, Yang X, Zheng R. Challenges and opportunities of phage therapy for Klebsiella pneumoniae infections. Appl Environ Microbiol 2024; 90:e0135324. [PMID: 39345202 PMCID: PMC11497816 DOI: 10.1128/aem.01353-24] [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] [Indexed: 10/01/2024] Open
Abstract
Traditional antibiotics have been effective in many cases. However, the rise in multidrug-resistant bacteria has diminished their therapeutic efficacy, signaling the dawn of an era beyond antibiotics. The challenge of multidrug resistance in Klebsiella pneumoniae is particularly critical, with increasing global mortality and resistance rates. Therefore, the development of alternative therapies to antibiotics is urgently needed. Phages, which are natural predators of bacteria, have inherent advantages. However, comprehensive information on K. pneumoniae phages is lacking in current literature. This review aims to analyze and summarize relevant studies, focusing on the present state of phage therapy for K. pneumoniae infections. This includes an examination of treatment methodologies, associated challenges, strategies, new phage technologies, clinical trial safety and efficacy, regulatory issues, and future directions for phage therapy development. Enhancing phage technology is crucial for addressing the evolving threat of multidrug-resistant K. pneumoniae.
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Affiliation(s)
- Xin Kou
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
- Department of Clinical Laboratory, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, China
- The Affliated Hospital of College of Medical, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Xiaoyu Yang
- Department of Clinical Laboratory, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, China
- The Affliated Hospital of College of Medical, Kunming University of Science and Technology, Kunming, Yunnan, China
- Regenerative Medicine Research Center, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, China
| | - Rui Zheng
- Department of Clinical Laboratory, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, China
- The Affliated Hospital of College of Medical, Kunming University of Science and Technology, Kunming, Yunnan, China
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Wanitchanon T, Chewapreecha C, Uttamapinant C. Integrating Genomic Data with the Development of CRISPR-Based Point-of-Care-Testing for Bacterial Infections. CURRENT CLINICAL MICROBIOLOGY REPORTS 2024; 11:241-258. [PMID: 39525369 PMCID: PMC11541280 DOI: 10.1007/s40588-024-00236-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2024] [Indexed: 11/16/2024]
Abstract
Purpose of Review Bacterial infections and antibiotic resistance contribute to global mortality. Despite many infections being preventable and treatable, the lack of reliable and accessible diagnostic tools exacerbates these issues. CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats)-based diagnostics has emerged as a promising solution. However, the development of CRISPR diagnostics has often occurred in isolation, with limited integration of genomic data to guide target selection. In this review, we explore the synergy between bacterial genomics and CRISPR-based point-of-care tests (POCT), highlighting how genomic insights can inform target selection and enhance diagnostic accuracy. Recent Findings We review recent advances in CRISPR-based technologies, focusing on the critical role of target sequence selection in improving the sensitivity of CRISPR-based diagnostics. Additionally, we examine the implementation of these technologies in resource-limited settings across Asia and Africa, presenting successful case studies that demonstrate their potential. Summary The integration of bacterial genomics with CRISPR technology offers significant promise for the development of effective point-of-care diagnostics.
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Affiliation(s)
- Thanyapat Wanitchanon
- School of Biomolecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong, Thailand
| | - Claire Chewapreecha
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Parasites and Microbe, Wellcome Sanger Institute, Hinxton, UK
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Chayasith Uttamapinant
- School of Biomolecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong, Thailand
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Macêdo HLRDQ, de Oliveira LL, de Oliveira DN, Lima KFA, Cavalcanti IMF, Campos LADA. Nanostructures for Delivery of Flavonoids with Antibacterial Potential against Klebsiella pneumoniae. Antibiotics (Basel) 2024; 13:844. [PMID: 39335017 PMCID: PMC11428843 DOI: 10.3390/antibiotics13090844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 08/31/2024] [Accepted: 09/04/2024] [Indexed: 09/30/2024] Open
Abstract
Flavonoids are secondary metabolites that exhibit remarkable biological activities, including antimicrobial properties against Klebsiella pneumoniae, a pathogen responsible for several serious nosocomial infections. However, oral administration of these compounds faces considerable challenges, such as low bioavailability and chemical instability. Thus, the encapsulation of flavonoids in nanosystems emerges as a promising strategy to mitigate these limitations, offering protection against degradation; greater solubility; and, in some cases, controlled and targeted release. Different types of nanocarriers, such as polymeric nanoparticles, liposomes, and polymeric micelles, among others, have shown potential to increase the antimicrobial efficacy of flavonoids by reducing the therapeutic dose required and minimizing side effects. In addition, advances in nanotechnology enable co-encapsulation with other therapeutic agents and the development of systems responsive to more specific stimuli, optimizing treatment. In this context, the present article provides an updated review of the literature on flavonoids and the main nanocarriers used for delivering flavonoids with antibacterial properties against Klebsiella pneumoniae.
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Affiliation(s)
- Hanne Lazla Rafael de Queiroz Macêdo
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
| | - Lara Limeira de Oliveira
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
| | - David Nattan de Oliveira
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
| | - Karitas Farias Alves Lima
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
| | - Isabella Macário Ferro Cavalcanti
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
- Academic Center of Vitória (CAV), Federal University of Pernambuco (UFPE), Vitória de Santo Antão 50670-901, PE, Brazil
| | - Luís André de Almeida Campos
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (H.L.R.d.Q.M.); (L.L.d.O.); (D.N.d.O.); (K.F.A.L.); (L.A.d.A.C.)
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Lin JY, Zhu ZC, Zhu J, Chen L, Du H. Antibiotic heteroresistance in Klebsiella pneumoniae: Definition, detection methods, mechanisms, and combination therapy. Microbiol Res 2024; 283:127701. [PMID: 38518451 DOI: 10.1016/j.micres.2024.127701] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 03/19/2024] [Accepted: 03/19/2024] [Indexed: 03/24/2024]
Abstract
Klebsiella pneumoniae is a common opportunistic pathogen that presents significant challenges in the treatment of infections due to its resistance to multiple antibiotics. In recent years, K. pneumoniae has been reported for the development of heteroresistance, a phenomenon where subpopulations of the susceptible bacteria exhibit resistance. This heteroresistance has been associated with increased morbidity and mortality rates. Complicating matters further, its definition and detection pose challenges, often leading to its oversight or misdiagnosis. Various mechanisms contribute to the development of heteroresistance in K. pneumoniae, and these mechanisms differ among different antibiotics. Even for the same antibiotic, multiple mechanisms may be involved. However, our current understanding of these mechanisms remains incomplete, and further research is needed to gain a more comprehensive understanding of heteroresistance. While the clinical recommendation is to use combination antibiotic therapy to mitigate heteroresistance, this approach also comes with several drawbacks and potential adverse effects. In this review, we discuss the definition, detection methods, molecular mechanisms, and treatment of heterogenic resistance, aiming to pave the way for more effective treatment and management in the future. However, addressing the problem of heteroresistance in K. pneumoniae represents a long and complex journey that necessitates comprehensive research efforts.
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Affiliation(s)
- Jia Yao Lin
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Zhi Chen Zhu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Jie Zhu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Liang Chen
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, United States
| | - Hong Du
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China.
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Li Y, Kumar S, Zhang L. Mechanisms of Antibiotic Resistance and Developments in Therapeutic Strategies to Combat Klebsiella pneumoniae Infection. Infect Drug Resist 2024; 17:1107-1119. [PMID: 38525477 PMCID: PMC10960543 DOI: 10.2147/idr.s453025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 03/12/2024] [Indexed: 03/26/2024] Open
Abstract
Infections with drug-resistant bacteria have become one of the greatest public health challenges, and K. pneumoniae is among the top six drug-resistant bacteria. K. pneumoniae often causes nosocomial infections, leading to illnesses such as pneumonia, liver abscesses, soft tissue infections, urinary tract infections, bacteremia, and in some cases death. As the pathogen continues to evolve and its multidrug resistance increases, K. pneumoniae poses a direct threat to humans. Drug resistance in K. pneumoniae may occur due to the formation of biofilms, efflux pumps, and the production of β-lactamases. In many cases, resistance is further enhanced by enzymatic modification and loss of porins. Drug resistance to K. pneumoniae has led to a decline in the effectiveness of conventional therapies against this pathogen. Therefore, there is an urgent need to accelerate the development of new antibiotics and explore new therapeutic approaches such as antimicrobial peptides, phages, traditional Chinese medicine, immunotherapy, Antimicrobial nanoparticle technology, antisense oligonucleotides and gene editing technologies. In this review, we discuss the mechanisms of drug resistance in K. pneumoniae and compare several new potential therapeutic strategies to overcome drug resistance in the treatment of K. pneumoniae infections.
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Affiliation(s)
- Yanping Li
- Pharmacy Department, Jiangsu Vocational College of Medicine, Yancheng, Jiangsu, People’s Republic of China
- Post Graduate Centre, Management and Science University, Shah Alam, Malaysia
| | - Suresh Kumar
- Department of Diagnostic and Allied Health Science, Faculty of Health and Life Sciences, Management and Science University, Shah Alam, Malaysia
| | - Lihu Zhang
- Pharmacy Department, Jiangsu Vocational College of Medicine, Yancheng, Jiangsu, People’s Republic of China
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Cornacchia A, Janowicz A, Centorotola G, Saletti MA, Ranieri SC, Ancora M, Ripà P, Cammà C, Pomilio F, Chiaverini A. Multi-approach methods to predict cryptic carbapenem resistance mechanisms in Klebsiella pneumoniae detected in Central Italy. Front Microbiol 2023; 14:1242693. [PMID: 37700864 PMCID: PMC10493390 DOI: 10.3389/fmicb.2023.1242693] [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: 06/19/2023] [Accepted: 08/09/2023] [Indexed: 09/14/2023] Open
Abstract
The rapid emergence of carbapenem-resistant Klebsiella pneumoniae (Kp) strains in diverse environmental niches, even outside of the clinical setting, poses a challenge for the detection and the real-time monitoring of novel antimicrobial resistance trends using molecular and whole genome sequencing-based methods. The aim of our study was to understand cryptic resistance determinants responsible for the phenotypic carbapenem resistance observed in strains circulating in Italy by using a combined approach involving whole genome sequencing (WGS) and genome-wide association study (GWAS). In this study, we collected 303 Kp strains from inside and outside clinical settings between 2018-2022 in the Abruzzo region of Italy. The antimicrobial resistance profile of all isolates was assessed using both phenotypic and bioinformatic methods. We identified 11 strains resistant to carbapenems, which did not carry any known genetic determinants explaining their phenotype. The GWAS results showed that incongruent carbapenem-resistant phenotype was associated specifically with strains with two capsular types, KL13 and KL116 including genes involved in the capsule synthesis, encoding proteins involved in the assembly of the capsule biosynthesis apparatus, capsule-specific sugar synthesis, processing and export, polysaccharide pyruvyl transferase, and lipopolysaccharide biosynthesis protein. These preliminary results confirmed the potential of GWAS in identifying genetic variants present in KL13 and KL116 that could be associated with carbapenem resistance traits in Kp. The implementation of advanced methods, such as GWAS with increased antimicrobial resistance surveillance will potentially improve Kp infection treatment and patient outcomes.
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Affiliation(s)
- Alessandra Cornacchia
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Anna Janowicz
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Gabriella Centorotola
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Maria Antonietta Saletti
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Sofia Chiatamone Ranieri
- Operative Unit of Clinical Pathology and Microbiology, Department of Services, ASL of Teramo, Teramo, Italy
| | - Massimo Ancora
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Paola Ripà
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Cesare Cammà
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Francesco Pomilio
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
| | - Alexandra Chiaverini
- Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Via Campo Boario, Teramo, Italy
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