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Zhao Z, Wang Y, Kang Y, Wu G, He J, Wang Z, Yang J, Wang Y, Yang X, Jia W. A retrospective study of the detection of sepsis pathogens comparing blood culture and culture-independent digital PCR. Heliyon 2024; 10:e27523. [PMID: 38510040 PMCID: PMC10951527 DOI: 10.1016/j.heliyon.2024.e27523] [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: 04/10/2023] [Revised: 02/22/2024] [Accepted: 03/01/2024] [Indexed: 03/22/2024] Open
Abstract
Fast and precise identification of microorganisms in the early diagnosis of sepsis is crucial for enhancing patient outcomes. Digital PCR (dPCR) is a highly sensitive approach for absolute quantification that can be utilized as a culture-independent molecular technique for diagnosing sepsis pathogens. We performed a retrospective investigation on 69 ICU patients suspected of sepsis. Our findings showed that a multiplex dPCR diagnostic kit outperformed blood culture in detecting the 15 most frequent bacteria that cause sepsis. Ninety-two bacterial strains were identified using dPCR at concentrations varying from 34 copies/mL to 105,800 copies/mL. The detection rate of dPCR was much greater than that of BC, with 27.53% (19/69) versus 73.91% (51/69). The sensitivity of dPCR was 63.2%. Our research indicated that dPCR outperforms blood culture in the early detection of sepsis-causing microorganisms. The diagnostic kit can detect a greater variety of pathogens with quantitative data, including polymicrobial infections, and has a quicker processing time. DPCR is a valuable technique that could aid in the proper management of sepsis.
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Affiliation(s)
- Zhijun Zhao
- Medical Laboratory Center, General Hospital of Ningxia Medical University, Yinchuan, China
- Ningxia Key Laboratory of Clinical Pathogenic Microorganisms, Yinchuan, China
| | - Yixuan Wang
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, China
- Ningxia Key Laboratory of Clinical Pathogenic Microorganisms, Yinchuan, China
| | - Yuting Kang
- Ningxia Key Laboratory of Clinical Pathogenic Microorganisms, Yinchuan, China
| | - Geng Wu
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, China
| | - Jing He
- Department of Research and Development, Rainsure Scientific Co. Ltd., Suzhou, China
| | - Zhanying Wang
- Department of Research and Development, Rainsure Scientific Co. Ltd., Suzhou, China
| | - Ju Yang
- Department of Research and Development, Rainsure Scientific Co. Ltd., Suzhou, China
| | - Yaqi Wang
- Department of Research and Development, Rainsure Scientific Co. Ltd., Suzhou, China
| | - Xiaojun Yang
- Department of Critical Care Medicine, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Wei Jia
- Medical Laboratory Center, General Hospital of Ningxia Medical University, Yinchuan, China
- Ningxia Key Laboratory of Clinical Pathogenic Microorganisms, Yinchuan, China
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Tedim AP, Merino I, Ortega A, Domínguez-Gil M, Eiros JM, Bermejo-Martín JF. Quantification of bacterial DNA in blood using droplet digital PCR: a pilot study. Diagn Microbiol Infect Dis 2024; 108:116075. [PMID: 37837915 DOI: 10.1016/j.diagmicrobio.2023.116075] [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: 07/12/2023] [Revised: 08/16/2023] [Accepted: 08/28/2023] [Indexed: 10/16/2023]
Abstract
We used droplet digital PCR (ddPCR) assays to detect/quantify DNA from Escherichia coli, Klebsiella pneumoniae, Staphylococcus aureus, and Enterococcus spp. in blood samples. Bacterial DNA from clinical strains (4 < n < 12) was extracted, quantified and diluted (10-0.0001 ng/µL) and ddPCR assays were performed in triplicate. These ddPCR assays showed low replication variability, low detection limit (1-0.1 pg/µL), and genus/species specificity. ddPCR assays were also used to quantify bacterial DNA obtained from spiked blood (1 × 104-1 CFU/mL) of each bacterial genus/species. Comparison between ddPCR assays and bacterial culture was performed by Pearson correlation. There was an almost perfect correlation (r ≥ 0.997, P ≤ 0.001) between the number of CFU/mL from bacterial culture and the number of gene copies/mL detected by ddPCR. The time from sample preparation to results was determined to be 3.5 to 4 hours. The results demonstrated the quantification capacity and specificity of the ddPCR assays to detect/quantify 4 of the most important bloodstream infection (BSI) bacterial pathogens directly from blood. SIGNIFICANCE AND IMPACT: This pilot study results support the potential of ddPCR for the diagnosis and/or severity stratification of BSI. Applied to patients' blood samples it can improve diagnosis and diminish sample-to-results time, improving patient care.
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Affiliation(s)
- Ana P Tedim
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Salamanca, Spain; Hospital Universitario Río Hortega, Valladolid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CiberES), CB22/06/00035, Instituto de Salud Carlos III, Madrid, Spain.
| | - Irene Merino
- Microbiology Department, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Alicia Ortega
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Salamanca, Spain; Hospital Universitario Río Hortega, Valladolid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CiberES), CB22/06/00035, Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Domínguez-Gil
- Microbiology Department, Hospital Universitario Río Hortega, Valladolid, Spain
| | - José Maria Eiros
- Microbiology Department, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Jesús F Bermejo-Martín
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Salamanca, Spain; Hospital Universitario Río Hortega, Valladolid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CiberES), CB22/06/00035, Instituto de Salud Carlos III, Madrid, Spain
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Hou Y, Chen S, Zheng Y, Zheng X, Lin JM. Droplet-based digital PCR (ddPCR) and its applications. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Wu J, Tang B, Qiu Y, Tan R, Liu J, Xia J, Zhang J, Huang J, Qu J, Sun J, Wang X, Qu H. Clinical validation of a multiplex droplet digital PCR for diagnosing suspected bloodstream infections in ICU practice: a promising diagnostic tool. Crit Care 2022; 26:243. [PMID: 35941654 PMCID: PMC9358819 DOI: 10.1186/s13054-022-04116-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/31/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Droplet digital PCR (ddPCR) has emerged as a promising tool of pathogen detection in bloodstream infections (BSIs) in critical care medicine. However, different ddPCR platforms have variable sensitivity and specificity for diverse microorganisms at various infection sites. There is still a lack of prospective clinical studies aimed at validating and interpreting the discrepant ddPCR results for diagnosing BSI in intensive care unit (ICU) practice.
Methods
A prospective diagnostic study of multiplex ddPCR panels was conducted in a general ICU from May 21, 2021, to December 22, 2021. Paired blood cultures (BCs) and ddPCRs (2.5 h) were obtained synchronously to detect the 12 most common BSI pathogens and three antimicrobial resistance (AMR) genes. Firstly, ddPCR performance was compared to definite BSI. Secondly, clinical validation of ddPCR was compared to composite clinical diagnosis. Sensitivity, specificity, and positive and negative predictive values were calculated. Thirdly, the positive rate of AMR genes and related analysis was presented.
Results
A total of 438 episodes of suspected BSIs occurring in 150 critical patients were enrolled. BC and ddPCR were positive for targeted bacteria in 40 (9.1%) and 180 (41.1%) cases, respectively. There were 280 concordant and 158 discordant. In comparison with BCs, the sensitivity of ddPCR ranged from 58.8 to 86.7% with an aggregate of 72.5% in different species, with corresponding specificity ranging from 73.5 to 92.2% with an aggregate of 63.1%. Furthermore, the rate of ddPCR+/BC− results was 33.6% (147/438) with 87.1% (128 of 147) cases was associated with probable (n = 108) or possible (n = 20) BSIs. When clinically diagnosed BSI was used as true positive, the final sensitivity and specificity of ddPCR increased to 84.9% and 92.5%, respectively. In addition, 40 blaKPC, 3blaNDM, and 38 mecA genes were detected, among which 90.5% were definitely positive for blaKPC. Further, 65.8% specimens were predicted to be mecA-positive in Staphylococcus sp. according to all microbiological analysis.
Conclusions
The multiplexed ddPCR is a flexible and universal platform, which can be used as an add-on complementary to conventional BC. When combined with clinical infection evidence, ddPCR shows potential advantages for rapidly diagnosing suspected BSIs and AMR genes in ICU practice.
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Wen H, Xie S, Liang Y, Liu Y, Wei H, Sun Q, Wang W, Wen B, Zhao J. Direct Identification, Antimicrobial Susceptibility Testing, and Extended-Spectrum β-Lactamase and Carbapenemase Detection in Gram-Negative Bacteria Isolated from Blood Cultures. Infect Drug Resist 2022; 15:1587-1599. [PMID: 35418761 PMCID: PMC8995151 DOI: 10.2147/idr.s350612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/23/2022] [Indexed: 12/21/2022] Open
Abstract
Purpose To shorten the turnaround time for blood culture (BC) analyses, a rapid method was developed for the direct identification, antimicrobial susceptibility testing (AST), and multidrug resistance testing of bacteria-positive BCs. Materials and Methods The mixtures in BC bottles were treated with the multistep centrifugation method developed here and the conventional culture-based method. The bacterial sediment obtained after centrifugation was analyzed directly with MALDI-TOF MS and Vitek 2 Compact, and AST was performed directly with the Kirby–Bauer (K–B) disk diffusion, VITEK 2 Compact, and E-test methods. Extended spectrum lactamases (ESBLs) were detected with discs containing cefotaxime, cefotaxime/clavulanate, ceftazidime, and ceftazidime/clavulanate, and carbapenemase was detected with the modified carbapenem inactivation method (mCIM) and EDTA-mCIM (eCIM). Results All the results of direct testing were compared to those of the conventional methods, to evaluate the accuracy of the direct methods. The accuracies of the direct Vitek 2 Compact and MALDI-TOF MS methods were 95.5% (214/224) and 90.2% (202/224), respectively. Direct AST with K–B, Vitek 2, and E-test showed category agreement of 96.0% (2611/2721), 96.1% (2614/2721), and 97.4% (2650/2721), respectively, and the major errors and very major errors were < 2% for all three methods. In the direct determination of ESBLs, the results for cefotaxime combined with cefotaxime/clavulanate were completely consistent with those after the standard isolation method. The carbapenemase detection rate with direct mCIM and eCIM was exactly the same as that with the standard method. Conclusion These direct procedures based on multistep centrifugation are not only highly accurate but are appropriate for clinical laboratory use because the turnaround time is shorter.
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Affiliation(s)
- Hainan Wen
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Shoujun Xie
- Clinical Laboratory, the Affiliated Hospital of Chengde Medical University, Chengde, Hebei, People’s Republic of China
| | - Yueyi Liang
- Clinical Laboratory, the Affiliated Hospital of Chengde Medical University, Chengde, Hebei, People’s Republic of China
| | - Yanchao Liu
- Clinical Laboratory, the Affiliated Hospital of Chengde Medical University, Chengde, Hebei, People’s Republic of China
| | - Honglian Wei
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Qian Sun
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Weigang Wang
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
- Hebei Provincial Center for Clinical Laboratories, Shijiazhuang, Hebei, People’s Republic of China
| | - Baojiang Wen
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
- Hebei Provincial Center for Clinical Laboratories, Shijiazhuang, Hebei, People’s Republic of China
| | - Jianhong Zhao
- The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
- Hebei Provincial Center for Clinical Laboratories, Shijiazhuang, Hebei, People’s Republic of China
- Correspondence: Jianhong Zhao, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, Hebei Province, 050051, People’s Republic of China, Tel +86 158 03210790, Fax +86 311 66002851, Email
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Merino I, de la Fuente A, Domínguez-Gil M, Eiros JM, Tedim AP, Bermejo-Martín JF. Digital PCR applications for the diagnosis and management of infection in critical care medicine. Crit Care 2022; 26:63. [PMID: 35313934 PMCID: PMC8935253 DOI: 10.1186/s13054-022-03948-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/11/2022] [Indexed: 12/15/2022] Open
Abstract
Infection (either community acquired or nosocomial) is a major cause of morbidity and mortality in critical care medicine. Sepsis is present in up to 30% of all ICU patients. A large fraction of sepsis cases is driven by severe community acquired pneumonia (sCAP), which incidence has dramatically increased during COVID-19 pandemics. A frequent complication of ICU patients is ventilator associated pneumonia (VAP), which affects 10–25% of all ventilated patients, and bloodstream infections (BSIs), affecting about 10% of patients. Management of these severe infections poses several challenges, including early diagnosis, severity stratification, prognosis assessment or treatment guidance. Digital PCR (dPCR) is a next-generation PCR method that offers a number of technical advantages to face these challenges: it is less affected than real time PCR by the presence of PCR inhibitors leading to higher sensitivity. In addition, dPCR offers high reproducibility, and provides absolute quantification without the need for a standard curve. In this article we reviewed the existing evidence on the applications of dPCR to the management of infection in critical care medicine. We included thirty-two articles involving critically ill patients. Twenty-three articles focused on the amplification of microbial genes: (1) four articles approached bacterial identification in blood or plasma; (2) one article used dPCR for fungal identification in blood; (3) another article focused on bacterial and fungal identification in other clinical samples; (4) three articles used dPCR for viral identification; (5) twelve articles quantified microbial burden by dPCR to assess severity, prognosis and treatment guidance; (6) two articles used dPCR to determine microbial ecology in ICU patients. The remaining nine articles used dPCR to profile host responses to infection, two of them for severity stratification in sepsis, four focused to improve diagnosis of this disease, one for detecting sCAP, one for detecting VAP, and finally one aimed to predict progression of COVID-19. This review evidences the potential of dPCR as a useful tool that could contribute to improve the detection and clinical management of infection in critical care medicine.
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Affiliation(s)
- Irene Merino
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Paseo de San Vicente, 58-182, 37007, Salamanca, Spain.,Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain.,Microbiology Department, Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain
| | - Amanda de la Fuente
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Paseo de San Vicente, 58-182, 37007, Salamanca, Spain.,Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain
| | - Marta Domínguez-Gil
- Microbiology Department, Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain
| | - José María Eiros
- Microbiology Department, Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain
| | - Ana P Tedim
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Paseo de San Vicente, 58-182, 37007, Salamanca, Spain. .,Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain.
| | - Jesús F Bermejo-Martín
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Paseo de San Vicente, 58-182, 37007, Salamanca, Spain.,Hospital Universitario Río Hortega, Calle Dulzaina, 2, 47012, Valladolid, Spain.,Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029, Madrid, Spain
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Zhang C, Sun L, Wang D, Li Y, Zhang L, Wang L, Peng J. Advances in antimicrobial resistance testing. Adv Clin Chem 2022; 111:1-68. [DOI: 10.1016/bs.acc.2022.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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