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Bell PT, Baird T, Goddard J, Olagoke OS, Burke A, Subedi S, Davey TR, Anderson J, Sarovich DS, Price EP. Evaluating the feasibility, sensitivity, and specificity of next-generation molecular methods for pleural infection diagnosis. Microbiol Spectr 2025:e0196024. [PMID: 39812555 DOI: 10.1128/spectrum.01960-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025] Open
Abstract
Pleural infections are common and associated with substantial healthcare costs, morbidity, and mortality. Accurate diagnosis remains challenging due to low culture positivity rates, frequent polymicrobial involvement, and non-specific diagnostic biomarkers. Here, we undertook a prospective study examining the feasibility and performance of molecular methods for diagnosing suspected pleural infection. We prospectively characterized 26 consecutive clinically suspected pleural infections, and 10 consecutive patients with suspected non-infective pleural effusions, using shotgun metagenomics, bacterial metataxonomics, quantitative PCR, and conventional culture. Molecular methods exhibited excellent diagnostic performance, with each method identifying 54% (14 out of 26) positive cases among the pleural infection cohort, versus 38% (10 out of 26) with culture. Metagenomics and bacterial metataxonomics unveiled complex polymicrobial infections that were not captured by culture. Dominant microbes included streptococci (Streptococcus intermedius, Streptococcus pyogenes, and Streptococcus mitis), Prevotella spp. (Prevotella oris and Prevotella pleuritidis), staphylococci (S. aureus and S. saprophyticus), and Klebsiella pneumoniae. However, we encountered challenges that complicated pleural infection interpretation, including: (i) uncertainties regarding microbial pathogenicity and the impact of prior antibiotic therapy on diagnostic performance; (ii) lack of a clinical diagnostic gold-standard for molecular performance comparisons; (iii) potential microbial contamination during specimen collection or processing; and (iv) difficulties distinguishing background microbial noise from true microbial signal in low-biomass specimens. This pilot study demonstrates the potential utility and value of molecular methods in diagnosing pleural infection and highlights key concepts and challenges that should be addressed when designing larger prospective trials.IMPORTANCEConfident pleural infection diagnosis is often challenging due to low culture positivity rates, frequent polymicrobial involvement, and non-specific diagnostic biomarkers. Limitations of conventional diagnostic tests result in prolonged and inappropriately broad-spectrum antimicrobial use, encouraging antimicrobial resistance and leading to avoidable adverse effects. Here, we demonstrate the feasibility, utility, and challenges associated with the use of culture-independent molecular techniques for accurate pleural infection diagnosis in a real-world clinical setting. These data will help to inform the design of larger prospective clinical trials and identify potential obstacles to be overcome before next-generation sequencing technologies can be integrated into routine clinical practice.
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Affiliation(s)
- Peter T Bell
- Department of Respiratory Medicine, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Faculty of Medicine, University of Queensland, Herston, Queensland, Australia
| | - Timothy Baird
- Department of Respiratory Medicine, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Centre for Bioinnovation, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - John Goddard
- Department of Respiratory Medicine, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
- School of Medicine and Dentistry, Griffith University, Sunshine Coast, Queensland, Australia
| | - Olusola S Olagoke
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Centre for Bioinnovation, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Andrew Burke
- Faculty of Medicine, University of Queensland, Herston, Queensland, Australia
- Department of Respiratory and Thoracic Medicine, The Prince Charles Hospital, Chermside, Queensland, Australia
| | - Shradha Subedi
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Department of Infectious Diseases, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
| | - Tiana R Davey
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Centre for Bioinnovation, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - James Anderson
- Department of Respiratory Medicine, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
- School of Medicine and Dentistry, Griffith University, Sunshine Coast, Queensland, Australia
| | - Derek S Sarovich
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Centre for Bioinnovation, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Erin P Price
- Sunshine Coast Health Institute, Birtinya, Queensland, Australia
- Centre for Bioinnovation, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
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Liu H, Ran Q, Ma J, Zhang J, Tan N, Xi L, Li X, Zhang J, Lu S. Retrospective clinical and microbiologic analysis of metagenomic next-generation sequencing in the microbiological diagnosis of cutaneous infectious granulomas. Ann Clin Microbiol Antimicrob 2024; 23:84. [PMID: 39267031 PMCID: PMC11395180 DOI: 10.1186/s12941-024-00744-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: 12/03/2023] [Accepted: 09/05/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND Cutaneous infectious granulomas (CIG) are localized and chronic skin infection caused by a variety of pathogens such as protozoans, bacteria, worms, viruses and fungi. The diagnosis of CIG is difficult because microbiological examination shows low sensitivity and the histomorphological findings of CIG caused by different pathogens are commonly difficult to be distinguished. OBJECTIVE The objective of this study is to explore the application of mNGS in tissue sample testing for CIG cases, and to compare mNGS with traditional microbiological methods by evaluating sensitivity and specificity. METHODS We conducted a retrospective study at the Department of Dermatology of Sun Yat-sen Memorial Hospital, Sun Yat-sen University from January 1st, 2020, to May 31st, 2024. Specimens from CIG patients with a clinical presentation of cutaneous infection that was supported by histological examination were retrospectively enrolled. Specimens were delivered to be tested for microbiological examinations and mNGS. RESULTS Our data show that mNGS detected Non-tuberculosis mycobacteria, Mycobacterium tuberculosis, fungi and bacteria in CIG. Compared to culture, mNGS showed a higher positive rate (80.77% vs. 57.7%) with high sensitivity rate (100%) and negative predictive value (100%). In addition, mNGS can detect more pathogens in one sample and can be used to detect variable samples including the samples of paraffin-embedded tissue with shorter detective time. Of the 21 patients who showed clinical improvement within a 30-day follow-up, eighteen had their treatments adjusted, including fifteen who continued treatment based on the results of mNGS. CONCLUSIONS mNGS could provide a potentially rapid and effective alternative detection method for diagnosis of cutaneous infectious granulomas and mNGS results may affect the clinical prognosis resulting from enabling the patients to initiate timely treatment.
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Affiliation(s)
- Hsingmei Liu
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Qiao Ran
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
- The Third People's Hospital of Zhuhai, Hezheng Road, Xiangzhou District, Zhuhai City, 519075, Guangdong, China
| | - Jianchi Ma
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Jing Zhang
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Ni Tan
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
- Cellular and Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Liyan Xi
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Xiqing Li
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Junmin Zhang
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China
| | - Sha Lu
- Department of Dermatology and Venereology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, #107 Yanjiang West Rd., Guangzhou, 510120, Guangdong, China.
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Zhao M, Zhang Y, Chen L, Yan X, Xu T, Fu M, Han Y, Zhang Y, Zhang B, Cao J, Lin J, Shen D, Li S, Zhu C, Zhao W. Nanopore sequencing of infectious fluid is a promising supplement for gold-standard culture in real-world clinical scenario. Front Cell Infect Microbiol 2024; 14:1330788. [PMID: 38352054 PMCID: PMC10861792 DOI: 10.3389/fcimb.2024.1330788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/09/2024] [Indexed: 02/16/2024] Open
Abstract
Introduction Infectious diseases are major causes of morbidity and mortality worldwide, necessitating the rapid identification and accurate diagnosis of pathogens. While unbiased metagenomic next-generation sequencing (mNGS) has been extensively utilized in clinical pathogen identification and scientific microbiome detection, there is limited research about the application of nanopore platform-based mNGS in the diagnostic performance of various infectious fluid samples. Methods In this study, we collected 297 suspected infectious fluids from 10 clinical centers and detected them with conventional microbiology culture and nanopore platform-based mNGS. The objective was to assess detective and diagnostic performance of nanopore-sequencing technology (NST) in real-world scenarios. Results Combined with gold-standard culture and clinical adjudication, nanopore sequencing demonstrated nearly 100% positive predictive agreements in microbial-colonized sites, such as the respiratory and urinary tracts. For samples collected from initially sterile body sites, the detected microorganisms were highly suspected pathogens, and the negative predictive agreements were relatively higher than those in the microbial-colonized sites, particularly with 100% in abscess and 95.7% in cerebrospinal fluid. Furthermore, consistent performance was also observed in the identification of antimicrobial resistance genes and drug susceptibility testing of pathogenic strains of Escherichia coli, Staphylococcus aureus, and Acinetobacter baumannii. Discussion Rapid NST is a promising clinical tool to supplement gold-standard culture, and it has the potential improve patient prognosis and facilitate clinical treatment of infectious diseases.
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Affiliation(s)
- Manna Zhao
- Department of Infectious Diseases, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Yongyang Zhang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Li Chen
- Department of Infectious Diseases, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Xuebing Yan
- Department of Infectious Disease, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tianmin Xu
- Department of Infectious Diseases, The Third People’s Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Maoying Fu
- Infectious Diseases Department, Kunshan First People’s Hospital, Kunshan, Jiangsu, China
| | - Yangguang Han
- Department of Infectious Diseases, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Ying Zhang
- Department of Infection Medicine, The Fifth People’s Hospital of Wuxi, Affiliated Wuxi Fifth Hospital of Jiangnan University, Wuxi, Jiangsu, China
| | - Bin Zhang
- Department of Infectious Diseases, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Juan Cao
- Emergency Department, Shanghai Shibei Hospital, Shanghai, China
| | - Jing Lin
- Department of Infectious Diseases, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Dan Shen
- Key Laboratory of Digital Technology in Medical Diagnostics of Zhejiang Province, Dian Diagnostics Group Co., Ltd., Hangzhou, Zhejiang, China
| | - Shuo Li
- Key Laboratory of Digital Technology in Medical Diagnostics of Zhejiang Province, Dian Diagnostics Group Co., Ltd., Hangzhou, Zhejiang, China
- Medical Department, Nanjing Dian Diagnostics Group Co., Ltd., Nanjing, Jiangsu, China
| | - Chuanlong Zhu
- Department of Infectious Diseases, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Weifeng Zhao
- Department of Infectious Diseases, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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