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Liu C, He Z, Kong M, Jin D. Development of a duplex droplet digital PCR assay for the detection of Burkholderia cepacia complex and Stenotrophomonas maltophilia in bloodstream infections. Microbiol Spectr 2024; 12:e0356923. [PMID: 38411052 PMCID: PMC10986617 DOI: 10.1128/spectrum.03569-23] [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: 10/04/2023] [Accepted: 02/03/2024] [Indexed: 02/28/2024] Open
Abstract
Burkholderia cepacia complex (BCC) and Stenotrophomonas maltophilia are nosocomial pathogens that cause various infections and exhibit high resistance to multiple antimicrobial agents. In this study, we aimed to develop a duplex droplet digital PCR (ddPCR) assay for detecting BCC and S. maltophilia in bloodstream infections. We optimized the experimental conditions by setting the annealing temperature to 51°C and determining the optimal concentrations of primers and probes, as well as the thermal cycle numbers. The feasibility of the duplex ddPCR reaction system with the optimal conditions was established and verified through parallel reactions with reference strains of BCC and S. maltophilia. The specificity of the assay, tested with 33 reference strains, was found to be 100%. The duplex ddPCR assay demonstrated good repeatability and could detect as low as 5.35 copies/reaction of BCC and 7.67 copies/reaction of S. maltophilia. This level of sensitivity was consistent in the simulated blood and blood bottle samples. We compared nucleic acid extraction methods and found that the Chelex-100 boiling method and kit extraction method exhibited similar detection sensitivity, suggesting the potential application of the Chelex-100 boiling method in the ddPCR assay. In the clinical samples, the duplex ddPCR assay accurately detected BCC and S. maltophilia in 58 cases. In conclusion, our study successfully developed a duplex ddPCR assay that provides accurate and convenient detection of BCC and S. maltophilia in bloodstream infections.IMPORTANCEBurkholderia cepacia complex (BCC) and Stenotrophomonas maltophilia are implicated in a wide range of infections, including bloodstream infections (BSIs), pneumonia, and meningitis, and often exhibit high intrinsic resistance to multiple antimicrobial agents, limiting therapeutic options. The gold standard for diagnosing bloodstream infections remains blood culture. However, current blood culture detection and positivity rates do not meet the "rapid diagnosis" required for the diagnosis and treatment of critically ill patients with BSIs. The digital droplet PCR (ddPCR) method is a potentially more powerful tool in the diagnosis of BSIs compared to other molecular methods due to its greater sensitivity, specificity, accuracy, and reproducibility. In this study, a duplex ddPCR assay for the detection of BCC and S. maltophilia in BSIs was developed.
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Affiliation(s)
- Chunmei Liu
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Ziqiang He
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Mimi Kong
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Dong Jin
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- Hebei Key Laboratory of Intractable Pathogens, Shijiazhuang Center for Disease Control and Prevention, Shijiazhuang, Hebei, China
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Forde BM, De Oliveira DMP, Falconer C, Graves B, Harris PNA. Strengths and caveats of identifying resistance genes from whole genome sequencing data. Expert Rev Anti Infect Ther 2021; 20:533-547. [PMID: 34852720 DOI: 10.1080/14787210.2022.2013806] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Antimicrobial resistance (AMR) continues to present major challenges to modern healthcare. Recent advances in whole-genome sequencing (WGS) have made the rapid molecular characterization of AMR a realistic possibility for diagnostic laboratories; yet major barriers to clinical implementation exist. AREAS COVERED We describe and compare short- and long-read sequencing platforms, typical components of bioinformatics pipelines, tools for AMR gene detection and the relative merits of read- or assembly-based approaches. The challenges of characterizing mobile genetic elements from genomic data are outlined, as well as the complexities inherent to the prediction of phenotypic resistance from WGS. Practical obstacles to implementation in diagnostic laboratories, the critical role of quality control and external quality assurance, as well as standardized reporting standards are also discussed. Future directions, such as the application of machine-learning and artificial intelligence algorithms, linked to clinically meaningful outcomes, may offer a new paradigm for the clinical application of AMR prediction. EXPERT OPINION AMR prediction from WGS data presents an exciting opportunity to advance our capacity to comprehensively characterize infectious pathogens in a rapid manner, ultimately aiming to improve patient outcomes. Collaborative efforts between clinicians, scientists, regulatory bodies and healthcare administrators will be critical to achieve the full promise of this approach.
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Affiliation(s)
- Brian M Forde
- University of Queensland, Faculty of Medicine, Uq Centre for Clinical Research, Royal Brisbane and Woman's Hospital, Herston, Australia
| | - David M P De Oliveira
- University of Queensland, Faculty of Science, School of Chemistry and Molecular Biosciences, St Lucia, Australia
| | - Caitlin Falconer
- University of Queensland, Faculty of Medicine, Uq Centre for Clinical Research, Royal Brisbane and Woman's Hospital, Herston, Australia
| | - Bianca Graves
- Herston Infectious Disease Institute, Royal Brisbane & Women's Hospital, Herston, Australia
| | - Patrick N A Harris
- University of Queensland, Faculty of Medicine, Uq Centre for Clinical Research, Royal Brisbane and Woman's Hospital, Herston, Australia.,Herston Infectious Disease Institute, Royal Brisbane & Women's Hospital, Herston, Australia.,Central Microbiology, Pathology Queensland, Royal Brisbane & Women's Hospital, Herston, Australia
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Zijlstra EE. Precision Medicine in Control of Visceral Leishmaniasis Caused by L. donovani. Front Cell Infect Microbiol 2021; 11:707619. [PMID: 34858865 PMCID: PMC8630745 DOI: 10.3389/fcimb.2021.707619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 09/28/2021] [Indexed: 11/30/2022] Open
Abstract
Precision medicine and precision global health in visceral leishmaniasis (VL) have not yet been described and could take into account how all known determinants improve diagnostics and treatment for the individual patient. Precision public health would lead to the right intervention in each VL endemic population for control, based on relevant population-based data, vector exposures, reservoirs, socio-economic factors and other determinants. In anthroponotic VL caused by L. donovani, precision may currently be targeted to the regional level in nosogeographic entities that are defined by the interplay of the circulating parasite, the reservoir and the sand fly vector. From this 5 major priorities arise: diagnosis, treatment, PKDL, asymptomatic infection and transmission. These 5 priorities share the immune responses of infection with L. donovani as an important final common pathway, for which innovative new genomic and non-genomic tools in various disciplines have become available that provide new insights in clinical management and in control. From this, further precision may be defined for groups (e.g. children, women, pregnancy, HIV-VL co-infection), and eventually targeted to the individual level.
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Affiliation(s)
- Eduard E Zijlstra
- Clinical Sciences, Rotterdam Centre for Tropical Medicine, Rotterdam, Netherlands
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Abstract
Stenotrophomonas maltophilia is an opportunistic pathogen of significant concern to susceptible patient populations. This pathogen can cause nosocomial and community-acquired respiratory and bloodstream infections and various other infections in humans. Sources include water, plant rhizospheres, animals, and foods. Studies of the genetic heterogeneity of S. maltophilia strains have identified several new genogroups and suggested adaptation of this pathogen to its habitats. The mechanisms used by S. maltophilia during pathogenesis continue to be uncovered and explored. S. maltophilia virulence factors include use of motility, biofilm formation, iron acquisition mechanisms, outer membrane components, protein secretion systems, extracellular enzymes, and antimicrobial resistance mechanisms. S. maltophilia is intrinsically drug resistant to an array of different antibiotics and uses a broad arsenal to protect itself against antimicrobials. Surveillance studies have recorded increases in drug resistance for S. maltophilia, prompting new strategies to be developed against this opportunist. The interactions of this environmental bacterium with other microorganisms are being elucidated. S. maltophilia and its products have applications in biotechnology, including agriculture, biocontrol, and bioremediation.
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Rozo M, Schully KL, Philipson C, Fitkariwala A, Nhim D, Som T, Sieng D, Huot B, Dul S, Gregory MJ, Heang V, Vaughn A, Vantha T, Prouty AM, Chao CC, Zhang Z, Belinskaya T, Voegtly LJ, Cer RZ, Bishop-Lilly KA, Duplessis C, Lawler JV, Clark DV. An Observational Study of Sepsis in Takeo Province Cambodia: An in-depth examination of pathogens causing severe infections. PLoS Negl Trop Dis 2020; 14:e0008381. [PMID: 32804954 PMCID: PMC7430706 DOI: 10.1371/journal.pntd.0008381] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 05/11/2020] [Indexed: 01/20/2023] Open
Abstract
The world's most consequential pathogens occur in regions with the fewest diagnostic resources, leaving the true burden of these diseases largely under-represented. During a prospective observational study of sepsis in Takeo Province Cambodia, we enrolled 200 patients over an 18-month period. By coupling traditional diagnostic methods such as culture, serology, and PCR to Next Generation Sequencing (NGS) and advanced statistical analyses, we successfully identified a pathogenic cause in 46.5% of our cohort. In all, we detected 25 infectious agents in 93 patients, including severe threat pathogens such as Burkholderia pseudomallei and viral pathogens such as Dengue virus. Approximately half of our cohort remained undiagnosed; however, an independent panel of clinical adjudicators determined that 81% of those patients had infectious causes of their hospitalization, further underscoring the difficulty of diagnosing severe infections in resource-limited settings. We garnered greater insight as to the clinical features of severe infection in Cambodia through analysis of a robust set of clinical data.
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Affiliation(s)
- Michelle Rozo
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Ft. Detrick, Maryland, United States of America
- The Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, United States of America
| | - Kevin L. Schully
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Ft. Detrick, Maryland, United States of America
| | - Casandra Philipson
- Genomics and Bioinformatics Department, Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Fort Detrick, Maryland, United States of America
- Defense Threat Reduction Agency, Fort Belvoir, Virginia, United States of America
| | | | | | - Tin Som
- Chenda Polyclinic, Phnom Penh, Cambodia
| | - Darith Sieng
- Lucerent Clinical Solutions, Phnom Penh, Cambodia
| | - Bora Huot
- Chenda Polyclinic, Phnom Penh, Cambodia
| | - Sokha Dul
- Chenda Polyclinic, Phnom Penh, Cambodia
| | | | - Vireak Heang
- U.S. Naval Medical Research Unit TWO (NAMRU-2), Phnom Penh, Cambodia
| | - Andrew Vaughn
- U.S. Naval Medical Research Unit TWO (NAMRU-2), Phnom Penh, Cambodia
| | - Te Vantha
- Takeo Provincial Referral Hospital, Takeo, Cambodia
| | - Angela M. Prouty
- U.S. Naval Medical Research Unit TWO (NAMRU-2), Phnom Penh, Cambodia
| | - Chien-Chung Chao
- Viral and Rickettsial Diseases Department, Naval Medical Research Center-Silver Spring, Silver Spring, Maryland, United States of America
| | - Zhiwen Zhang
- Viral and Rickettsial Diseases Department, Naval Medical Research Center-Silver Spring, Silver Spring, Maryland, United States of America
| | - Tatyana Belinskaya
- Viral and Rickettsial Diseases Department, Naval Medical Research Center-Silver Spring, Silver Spring, Maryland, United States of America
| | - Logan J. Voegtly
- Genomics and Bioinformatics Department, Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Fort Detrick, Maryland, United States of America
- Leidos, Reston, Virginia, United States of America
| | - Regina Z. Cer
- Genomics and Bioinformatics Department, Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Fort Detrick, Maryland, United States of America
- Leidos, Reston, Virginia, United States of America
| | - Kimberly A. Bishop-Lilly
- Genomics and Bioinformatics Department, Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Fort Detrick, Maryland, United States of America
| | - Chris Duplessis
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Ft. Detrick, Maryland, United States of America
| | - James V. Lawler
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Ft. Detrick, Maryland, United States of America
- Global Center for Health Security at Nebraska and Division of Infectious Disease, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Danielle V. Clark
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Center-Frederick, Ft. Detrick, Maryland, United States of America
- The Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, United States of America
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Greer M, Werlein C, Jonigk D. Surveillance for acute cellular rejection after lung transplantation. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:410. [PMID: 32355854 PMCID: PMC7186718 DOI: 10.21037/atm.2020.02.127] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Acute cellular rejection (ACR) is a common complication following lung transplantation (LTx), affecting almost a third of recipients in the first year. Established, comprehensive diagnostic criteria exist but they necessitate allograft biopsies which in turn increases clinical risk and can pose certain logistical and economic problems in service delivery. Undermining these challenges further, are known problems with inter-observer interpretation of biopsies and uncertainty as to the long-term implications of milder or indeed asymptomatic episodes. Increased risk of chronic lung allograft dysfunction (CLAD) has long been considered the most significant consequence of ACR. Consensus is lacking as to whether this applies to mild ACR, with contradictory evidence available. Given these issues, research into alternative, minimal or non-invasive biomarkers represents the main focus of research in ACR. A number of potential markers have been proposed, but none to date have demonstrated adequate sensitivity and specificity to allow translation from bench to bedside.
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Affiliation(s)
- Mark Greer
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany.,Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), German Centre for Lung Research (DZL), Hannover, Germany
| | | | - Danny Jonigk
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), German Centre for Lung Research (DZL), Hannover, Germany.,Institute for Pathology, Hannover Medical School, Hannover, Germany
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