1
|
Miringu G, Musyoki A, Muriithi B, Wandera E, Waithiru D, Odoyo E, Shoji H, Menza N, Ichinose Y. Development of two multiplex PCR assays for rapid detection of eleven Gram-negative bacteria in children with septicemia. Trop Med Health 2024; 52:40. [PMID: 38840209 DOI: 10.1186/s41182-024-00606-3] [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: 02/26/2024] [Accepted: 05/29/2024] [Indexed: 06/07/2024] Open
Abstract
AIM This study aimed to develop a multiplex PCR assay for simultaneous detection of major Gram-negative etiologies of septicemia and evaluate its performance. METHODS Multiplex PCR (mPCR) assays were developed targeting 11 bacterial strains. Species-specific primers were confirmed using known clinical isolates and standard strains. Gradient PCR was performed on each primer against its target bacterial gene to determine its optimal amplification condition. The minimum detectable DNA concentration of the two assays was evaluated by adjusting bacterial DNA concentration to 100 ng/μL and, tenfold serially diluting it up to 10 pg/μL with DNAse-free water. The diagnostic accuracy of mPCR assays was established by subjecting the assays to 60 clinical blood samples. RESULTS Two mPCR assays were developed. Optimal primer annealing temperature of 55 °C was established and utilized in the final amplification conditions. The assays detected all targeted bacteria, with a 100 pg minimum detectable DNA concentration. Pathogens were not detected directly from whole blood, but after 4 h and 8 h of incubation, 41% (5/12) and 100% (12/12) of the bacteria were detected in culture fluids, respectively. The assays also identified Salmonella spp. and Klebsiella pneumoniae co-infections and extra pathogens (1 E. coli and 2 K. pneumoniae) compared with culture. The sensitivity and specificity of the mPCR were 100.0% (71.7-100.0) and 98.0% (90.7-99.0), respectively. The area under the ROC curve was 1.00 (1.00-1.00). CONCLUSIONS The mPCR assays demonstrated substantial potential as a rapid tool for septicemia diagnosis alongside the traditional blood culture method. Notably, it was able to identify additional isolates, detect co-infections, and efficiently detect low bacterial DNA loads with high sensitivity, implying its value in enhancing efficiency of diagnosis of septicemia.
Collapse
Affiliation(s)
- Gabriel Miringu
- Kenya Medical Research Institute, Institute of Tropical Medicine, Nagasaki University, Nairobi, 19993-00202, Kenya.
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya.
| | - Abednego Musyoki
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Betty Muriithi
- Kenya Medical Research Institute, Institute of Tropical Medicine, Nagasaki University, Nairobi, 19993-00202, Kenya
| | - Ernest Wandera
- Kenya Medical Research Institute, Institute of Tropical Medicine, Nagasaki University, Nairobi, 19993-00202, Kenya
- Center for Virus Research, KEMRI, Nairobi, Kenya
| | - Dan Waithiru
- Center for Microbiology Research, KEMRI, Nairobi, Kenya
| | - Erick Odoyo
- United States Army Medical Research Unit, KEMRI, Nairobi, Kenya
| | | | - Nelson Menza
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Yoshio Ichinose
- Kenya Medical Research Institute, Institute of Tropical Medicine, Nagasaki University, Nairobi, 19993-00202, Kenya
| |
Collapse
|
2
|
Camp I, Füszl A, Selitsch B, Kröckel I, Kovac K, Wahrmann M, Steinlechner B, Weber J, Schellongowski P, Zauner C, Sengölge G, Seitz T, Zoufaly A, Ströbele B, Fuchs S, Lass-Flörl C, Burgmann H, Kundi M, Willinger B. Is the T2MR Candida Panel a suitable alternative to the SeptiFast for the rapid diagnosis of candidemia in routine clinical practice? Clin Microbiol Infect 2024; 30:816-821. [PMID: 38432432 DOI: 10.1016/j.cmi.2024.02.024] [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: 04/06/2023] [Revised: 02/11/2024] [Accepted: 02/27/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVES The diagnosis of invasive Candida infection remains challenging because of tests with slow turnaround times or mediocre performance. T2magnetic resonance imaging is a new diagnostic tool. We investigated the diagnostic accuracy of the T2Candida panel (T2) in comparison with blood culture (BC) and the SeptiFast (SF) for the detection of five different Candida species among high-risk intensive care unit patients with suspected candidemia. METHODS We analysed blood samples collected from patients with suspected candidemia (177 samples from 138 patients) from August 2018 to April 2020. Blood samples were collected and analysed concurrently by BC, SF, and T2Candida. Subsequently, based on clinical and microbiological findings, patient samples were assigned to specific risk categories (proven, probable, and no candidemia). RESULTS Twenty-two samples from 17 patients were classified as proven candidemia, and 15 samples from 14 patients were classified as probable candidemia. A sensitivity of 68.2% (95% CI, 45-86%) was observed for the BC and the SF, and a sensitivity of 63.6% (95% CI, 41-83%) was observed for the T2 when only cases with proven candidemia were evaluated. For proven and probable candidemia, the sensitivity was 40.5% (95% CI, 23-58%) for BC, 81.1% (95% CI, 65-92%) for SF, and 73.0% (95% CI, 56-86%) for T2. DISCUSSION The diagnostic performance of SF and T2 was similar. For samples with proven/probable candidemia, SF and T2 had a higher sensitivity compared to BC. Used in conjunction with other diagnostic methods, T2 can replace the no longer available SF for the diagnosis of candidemia, enabling the timely initiation of targeted antifungal therapy.
Collapse
Affiliation(s)
- Iris Camp
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Astrid Füszl
- Institute for Medical Microbiology and Hygiene, Österreichische Agentur für Gesundheit und Ernährungssicherheit (AGES), Vienna, Austria
| | - Brigitte Selitsch
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Ivonne Kröckel
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Katharina Kovac
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Martin Wahrmann
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Barbara Steinlechner
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Johannes Weber
- University Department of Anesthesia, Intensive Care Medicine and Pain Medicine, Intensive Care Unit 9D, Medical University of Vienna, Vienna, Austria
| | - Peter Schellongowski
- Department of Medicine I, Intensive Care Unit 13i2, Comprehensive Cancer Center, Center of Excellence in Medical Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Christian Zauner
- Department of Medicine III, Intensive Care Unit 13H1, Medical University of Vienna, Vienna, Austria
| | - Guerkan Sengölge
- Department of Internal Medicine III, Division of Nephrology and Dialysis, Medical University of Vienna, Vienna, Austria
| | - Tamara Seitz
- 4th Medical Department with Infectious Diseases and Tropical Medicine, Klinik Favoriten, Austria and Sigmund Freud University Vienna, Vienna, Austria
| | - Alexander Zoufaly
- 4th Medical Department with Infectious Diseases and Tropical Medicine, Klinik Favoriten, Austria and Sigmund Freud University Vienna, Vienna, Austria
| | - Barbara Ströbele
- University Hospital of St. Pölten, Institute for Hygiene and Microbiology, St Pölten, Austria
| | - Stefan Fuchs
- Institute of Hygiene and Medical Microbiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Cornelia Lass-Flörl
- Institute of Hygiene and Medical Microbiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Heinz Burgmann
- Department of Internal Medicine I, Division of Infectious Diseases and Tropical Medicine, Medical University of Vienna, Vienna, Austria
| | - Michael Kundi
- Department of Environmental Health, Medical University Vienna, Vienna, Austria
| | - Birgit Willinger
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.
| |
Collapse
|
3
|
Abstract
Sepsis syndromes have been recognized since antiquity yet still pose significant challenges to modern medicine. One of the biggest challenges lies in the heterogeneity of triggers and its protean clinical manifestations, as well as its rapidly progressive and lethal nature. Thus, there is a critical need for biomarkers that can quickly and accurately detect sepsis onset and predict treatment response. In this review, we will briefly describe the current consensus definitions of sepsis and the ideal features of a biomarker. We will then delve into currently available and in-development markers of pathogens, hosts, and their interactions that together comprise the sepsis syndrome.
Collapse
Affiliation(s)
- Maya Cohen
- Division of Pulmonary, Critical Care, and Sleep Medicine, Alpert/Brown Medical School, Providence, RI, USA
| | - Debasree Banerjee
- Division of Pulmonary, Critical Care, and Sleep Medicine, Alpert/Brown Medical School, Providence, RI, USA
| |
Collapse
|
4
|
Shankarnarayan SA, Charlebois DA. Machine learning to identify clinically relevant Candida yeast species. Med Mycol 2024; 62:myad134. [PMID: 38130236 DOI: 10.1093/mmy/myad134] [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: 09/19/2023] [Revised: 12/06/2023] [Accepted: 12/19/2023] [Indexed: 12/23/2023] Open
Abstract
Fungal infections, especially due to Candida species, are on the rise. Multi-drug resistant organisms such as Candida auris are difficult and time consuming to identify accurately. Machine learning is increasingly being used in health care, especially in medical imaging. In this study, we evaluated the effectiveness of six convolutional neural networks (CNNs) to identify four clinically important Candida species. Wet-mounted images were captured using bright field live-cell microscopy followed by separating single-cells, budding-cells, and cell-group images which were then subjected to different machine learning algorithms (custom CNN, VGG16, ResNet50, InceptionV3, EfficientNetB0, and EfficientNetB7) to learn and predict Candida species. Among the six algorithms tested, the InceptionV3 model performed best in predicting Candida species from microscopy images. All models performed poorly on raw images obtained directly from the microscope. The performance of all models increased when trained on single and budding cell images. The InceptionV3 model identified budding cells of C. albicans, C. auris, C. glabrata (Nakaseomyces glabrata), and C. haemulonii in 97.0%, 74.0%, 68.0%, and 66.0% cases, respectively. For single cells of C. albicans, C. auris, C. glabrata, and C. haemulonii InceptionV3 identified 97.0%, 73.0%, 69.0%, and 73.0% cases, respectively. The sensitivity and specificity of InceptionV3 were 77.1% and 92.4%, respectively. Overall, this study provides proof of the concept that microscopy images from wet-mounted slides can be used to identify Candida yeast species using machine learning quickly and accurately.
Collapse
Affiliation(s)
| | - Daniel A Charlebois
- Department of Physics, University of Alberta, Edmonton, Alberta, T6G-2E1, Canada
- Department of Physics, Department of Biological Sciences, University of Alberta, Edmonton, Alberta, T6G-2E9, Canada
| |
Collapse
|
5
|
Song J, Lin S, Zhu L, Lin Y, An W, Zhang J, Wang H, Yang Z, Liao Y, Xu Y, Li Q. Direct identification of pathogens via microbial cellular DNA in whole blood by MeltArray. Microb Biotechnol 2024; 17:e14380. [PMID: 38084800 PMCID: PMC10832520 DOI: 10.1111/1751-7915.14380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/27/2023] [Accepted: 11/16/2023] [Indexed: 02/03/2024] Open
Abstract
Rapid identification of pathogens is critical for early and appropriate treatment of bloodstream infections. The various culture-independent assays that have been developed often have long turnaround times, low sensitivity and narrow pathogen coverage. Here, we propose a new multiplex PCR assay, MeltArray, which uses intact microbial cells as the source of genomic DNA (gDNA). The successive steps of the MeltArray assay, including selective lysis of human cells, microbial cell sedimentation, microbial cellular DNA extraction, target-specific pre-amplification and multiplex PCR detection, allowed the detection of 35 major bloodstream infectious pathogens in whole blood within 5.5 h. The limits of detection varied depending on the pathogen and ranged from 1 to 5 CFU/mL. Of 443 blood culture samples, including 373 positive blood culture samples and 70 negative blood culture samples, the MeltArray assay showed a sensitivity of 93.8% (350/373, 95% confidence interval [CI] = 90.7%-96.0%), specificity of 98.6% (69/70, 95% CI = 91.2%-99.9%), positive predictive value of 99.7% (95% CI = 98.1%-99.9%), and negative predictive value of 75.0% (95% CI = 64.7%-83.2%). The MeltArray detection results of 16 samples differed from MALDI-TOF and were confirmed by Sanger sequencing. Further testing of 110 whole blood samples from patients with suspected bloodstream infections using blood culture results revealed that the MeltArray assay had a clinical sensitivity of 100% (9/9, 95% CI = 62.8%-100.0%), clinical specificity of 74.5% (70/94, 95% CI = 64.2%-82.7%), positive predictive value of 27.3% (95% CI = 13.9%-45.8%), and negative predictive value of 100.0% (95% CI = 93.5%-100.0%). Compared with metagenomic next-generation sequencing, the MeltArray assay displayed a positive agreement of 85.7% (6/7, 95% CI = 42.0%-99.2%) and negative agreement of 100.0% (4/4, 95% CI = 39.6%-100.0%). We conclude that the MeltArray assay can be used as a rapid and reliable tool for direct identification of pathogens in bloodstream infections.
Collapse
Affiliation(s)
- Jiabao Song
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Su Lin
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Lin Zhu
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Yong Lin
- Zhongshan HospitalXiamen UniversityXiamenChina
| | - Wenbin An
- Xiang'an HospitalXiamen UniversityXiamenChina
| | - Jinding Zhang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Haohao Wang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Zhuan Yang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Yiqun Liao
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Ye Xu
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| | - Qingge Li
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life SciencesXiamen UniversityXiamenChina
| |
Collapse
|
6
|
Yang M, Tao C. Diagnostic efficiency of the FilmArray blood culture identification (BCID) panel: a systematic review and meta-analysis. J Med Microbiol 2023; 72. [PMID: 37712641 DOI: 10.1099/jmm.0.001608] [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: 09/16/2023] Open
Abstract
Introduction. The FilmArray blood culture identification panel (BCID) panel is a multiplex PCR assay with high sensitivity and specificity to identify the most common pathogens in bloodstream infections (BSIs).Hypothesis. We hypothesize that the BCID panel has good diagnostic performance for BSIs and can be popularized in clinical application.Aim: To provide summarized evidence for the diagnostic accuracy of the BCID panel for the identification of positive blood cultures.Methodology. We searched the MEDLINE, EMBASE and Cochrane databases through March 2021 and assessed the efficacy of the diagnostic test of the BCID panel. We performed a meta-analysis and calculated the summary sensitivity and specificity of the BCID panel. Systematic review protocols were registered in the International Prospective Register of Systematic Reviews (PROSPERO) (registration number CRD42021239176).Results. A total of 16 full-text articles were eligible for analysis. The overall sensitivities of the BCID panel on Gram-positive bacteria, Gram-negative bacteria and fungi were 97 % (95 % CI, 0.96-0.98), 100 % (95 % CI, 0.98-01.00) and 99 % (95 % CI, 0.87-1.00), respectively. The pooled diagnostic specificities were 99 % (95 % CI, 0.97-1.00), 100 % (95 % CI, 1.00-1.00) and 100 % (95 % CI, 1.00-1.00) for Gram-positive bacteria, Gram-negative bacteria and fungi, respectively.Conclusions. The BCID panel has high rule-in value for the early detection of BSI patients. The BCID panel can still provide valuable information for ruling out bacteremia or fungemia in populations with low pretest probability.
Collapse
Affiliation(s)
- Mei Yang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, PR China
| | - Chuanmin Tao
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, PR China
| |
Collapse
|
7
|
Samuel L. Direct-from-Blood Detection of Pathogens: a Review of Technology and Challenges. J Clin Microbiol 2023; 61:e0023121. [PMID: 37222587 PMCID: PMC10358183 DOI: 10.1128/jcm.00231-21] [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: 05/25/2023] Open
Abstract
Blood cultures have been the staple of clinical microbiology laboratories for well over half a century, but gaps remain in our ability to identify the causative agent in patients presenting with signs and symptoms of sepsis. Molecular technologies have revolutionized the clinical microbiology laboratory in many areas but have yet to present a viable alternative to blood cultures. There has been a recent surge of interest in utilizing novel approaches to address this challenge. In this minireview, I discuss whether molecular tools will finally give us the answers we need and the practical challenges of incorporating them into the diagnostic algorithm.
Collapse
Affiliation(s)
- Linoj Samuel
- Division of Clinical Microbiology, Department of Pathology and Laboratory Medicine, Henry Ford Health, Detroit, Michigan, USA
| |
Collapse
|
8
|
Ferdousi T, Dutta AK, Chowdhury MAH, Islam K, Islam MT, Islam MZ, Bulbul MRH, Khan AI, Qadri F. Role of TaqMan array card in determining causative organisms of acute febrile illness in hospitalized patients. J Clin Lab Anal 2023; 37:e24948. [PMID: 37496432 PMCID: PMC10492456 DOI: 10.1002/jcla.24948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/23/2023] [Accepted: 07/17/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Acute febrile illness (AFI) is a prevalent disease in developing countries that is difficult to diagnose due to the diversity of infectious organisms and the poor quality of clinical diagnosis. TaqMan array card (TAC) can detect up to 35 AFI-associated organisms in 1.5 h, addressing diagnostic demands. In this study, we aimed to evaluate the role of TAC in determining the causative organisms in hospitalized AFI patients. METHODS The study had a cross-sectional design and enrolled 120 admitted patients with persistent fever for three or more days from the medicine ward of Chittagong Medical College Hospital (CMCH) and Bangladesh Institute of Tropical and Infectious Diseases Hospital (BITID). Blood samples were collected and then subjected to automated BacT/Alert blood culture, microbial culture, TAC assay, and typhoid/paratyphoid test. RESULTS The total number of study participants was 120, among them 48 (40%) samples showed a positive result in TAC card, 29 (24.16%) were TP positive and nine (7.51%) were culture positive. The number of organisms detected by the TAC card was 13 bacteria, three viruses, one protozoan, and one fungus. The sensitivity and specificity of the TAC assay for different bacterial pathogen compared to blood culture was 44.44%, and 90.99%, respectively. In contrast, the TP test had a sensitivity and specificity of 100% and 80%, respectively, compared to the blood culture test. CONCLUSION TAC can be a handful tool for detecting multiple organisms in AFI with high specificity which can facilitate early diagnosis of different pathogens contributing to AFI.
Collapse
Affiliation(s)
- Tabassum Ferdousi
- Bangladesh Institute of Tropical and Infectious DiseasesChattogramBangladesh
| | | | | | - Kamrul Islam
- International Centre for Diarrheal Disease Research, Bangladesh (icddr,b)DhakaBangladesh
| | - Md. Taufiqul Islam
- International Centre for Diarrheal Disease Research, Bangladesh (icddr,b)DhakaBangladesh
| | - Md. Zahirul Islam
- Institute for Developing Science and Health Initiatives (ideSHi)DhakaBangladesh
| | | | - Ashraful Islam Khan
- International Centre for Diarrheal Disease Research, Bangladesh (icddr,b)DhakaBangladesh
| | - Firdausi Qadri
- International Centre for Diarrheal Disease Research, Bangladesh (icddr,b)DhakaBangladesh
| |
Collapse
|
9
|
Alves J, Abreu B, Palma P, Alp E, Vieceli T, Rello J. Antimicrobial Stewardship on Patients with Neutropenia: A Narrative Review Commissioned by Microorganisms. Microorganisms 2023; 11:1127. [PMID: 37317101 DOI: 10.3390/microorganisms11051127] [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: 03/27/2023] [Revised: 04/21/2023] [Accepted: 04/24/2023] [Indexed: 06/16/2023] Open
Abstract
The emergence of antibiotic resistance poses a global health threat. High-risk patients such as those with neutropenia are particularly vulnerable to opportunistic infections, sepsis, and multidrug-resistant infections, and clinical outcomes remain the primary concern. Antimicrobial stewardship (AMS) programs should mainly focus on optimizing antibiotic use, decreasing adverse effects, and improving patient outcomes. There is a limited number of published studies assessing the impact of AMS programs on patients with neutropenia, where early appropriate antibiotic choice can be the difference between life and death. This narrative review updates the current advances in strategies of AMS for bacterial infections among high-risk patients with neutropenia. Diagnosis, drug, dose, duration, and de-escalation (5D) are the core variables among AMS strategies. Altered volumes of distribution can make standard dose regimens inadequate, and developing skills towards a personalized approach represents a major advance in therapy. Intensivists should partner antibiotic stewardship programs to improve patient care. Assembling multidisciplinary teams with trained and dedicated professionals for AMS is a priority.
Collapse
Affiliation(s)
- Joana Alves
- Infectious Diseases Department, Hospital de Braga, 4710-243 Braga, Portugal
| | - Betânia Abreu
- Pharmaceuticals Department, Hospital de Braga, 4710-243 Braga, Portugal
| | - Pedro Palma
- Infectious Diseases Department, Centro Hospitalar do Tâmega e Sousa, 4564-007 Penafiel, Portugal
| | - Emine Alp
- Infectious Diseases and Clinical Microbiology Department, Ankara Yıldırım Beyazıt University, 06760 Ankara, Turkey
| | - Tarsila Vieceli
- Infectious Diseases Department, Hospital de Clínicas de Porto Alegre, Porto Alegre 90035-903, Brazil
| | - Jordi Rello
- Clinical Research in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institute of Research (VHIR), 08035 Barcelona, Spain
- FOREVA Research Pôle, Centre Hôpitalaire Universitaire de Nîmes, 30900 Nîmes, France
| |
Collapse
|
10
|
Korman HJ, Mathur M, Luke N, Wang D, Zhao X, Levin M, Wenzler DL, Baunoch D. Multiplex Polymerase Chain Reaction/Pooled Antibiotic Susceptibility Testing Was Not Associated with Increased Antibiotic Resistance in Management of Complicated Urinary Tract Infections. Infect Drug Resist 2023; 16:2841-2848. [PMID: 37193300 PMCID: PMC10182799 DOI: 10.2147/idr.s406745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 05/03/2023] [Indexed: 05/18/2023] Open
Abstract
Objective To compare antibiotic resistance results at different time points in patients with urinary tract infections (UTIs), who were either treated based upon a combined multiplex polymerase chain reaction (M-PCR) and pooled antibiotic susceptibility test (P-AST) or were not treated. Methods The M-PCR/P-AST test utilized here detects 30 UTI pathogens or group of pathogens, 32 antibiotic resistance (ABR) genes, and phenotypic susceptibility to 19 antibiotics. We compared the presence or absence of ABR genes and the number of resistant antibiotics, at baseline (Day 0) and 5-28 days (Day 5-28) after clinical management in the antibiotic-treated (n = 52) and untreated groups (n = 12). Results Our results demonstrated that higher percentage of patients had a reduction in ABR gene detection in the treated compared to the untreated group (38.5% reduction vs 0%, p = 0.01). Similarly, significantly more patients had reduced numbers of resistant antibiotics, as measured by the phenotypic P-AST component of the test, in the treated than in the untreated group (42.3% reduction vs 8.3%, p = 0.04). Conclusion Our results with both resistance gene and phenotypic antibiotic susceptibility results demonstrated that treatment based upon rapid and sensitive M-PCR/P-AST resulted in reduction rather than induction of antibiotic resistance in symptomatic patients with suspected complicated UTI (cUTI) in an urology setting, indicating this type of test is valuable in the management of these types of patients. Further studies of the causes of gene reduction, including elimination of ABR gene-carrying bacteria and loss of ABR gene(s), are warranted.
Collapse
Affiliation(s)
- Howard J Korman
- Comprehensive Urology Division, Michigan Healthcare Professionals, Royal Oak, MI, USA
| | - Mohit Mathur
- Department of Medical Affairs, Pathnostics, Irvine, CA, USA
- Correspondence: Mohit Mathur, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA, Email
| | - Natalie Luke
- Department of Medical Affairs, Pathnostics, Irvine, CA, USA
| | - Dakun Wang
- Department of Writing, Stat4Ward, Pittsburgh, PA, USA
| | - Xihua Zhao
- Department of Statistical Analysis, Stat4Ward, Pittsburgh, PA, USA
| | - Michael Levin
- Comprehensive Urology Division, Michigan Healthcare Professionals, Royal Oak, MI, USA
| | - David L Wenzler
- Comprehensive Urology Division, Michigan Healthcare Professionals, Royal Oak, MI, USA
| | - David Baunoch
- Department of Research and Development, Pathnostics, Irvine, CA, USA
| |
Collapse
|
11
|
Jahn M, Özçürümez MK, Dolff S, Rohn H, Heider D, Dechêne A, Canbay A, Rath PM, Katsounas A. A Multipathogen Bile Sample-based PCR Assay Can Guide Empirical Antimicrobial Strategies in Cholestatic Liver Diseases. J Clin Transl Hepatol 2022; 10:788-795. [PMID: 36304501 PMCID: PMC9547272 DOI: 10.14218/jcth.2021.00337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 10/19/2021] [Accepted: 01/29/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Polymerase chain reaction (PCR) techniques provide rapid detection of pathogens. This pilot study evaluated the diagnostic utility and clinical impact of multiplex real-time PCR (mRT-PCR, SeptiFast) vs. conventional microbial culture (CMC) in bile samples of patients with chronic cholestatic liver diseases (cCLDs), endoscopic retrograde cholangio-pancreatography (ERCP), and peri-interventional-antimicrobial-prophylaxis (pAP). METHODS We prospectively collected bile samples from 26 patients for microbiological analysis by CMC and mRT-PCR. Concordance of the results of both methods was determined by Krippendorff's alpha (α) for inter-rater reliability and the Jaccard index of similarity. RESULTS mRT-PCRbile and CMCbile results were concordant for only Candida albicans (α=0.8406; Jaccard index=0.8181). mRT-PCRbile detected pathogens in 8/8 cases (100%), CMCbile in 7/8 (87.5%), and CMCblood in 5/8 (62.5%) with clinical signs of infection. mRT-PCRbile, CMCbile, and CMCblood had identical detection results in 3/8 (37.5%) with clinical signs of infection (two Klebsiella spp. and one Enterococcus faecium). The total pathogen count was significantly higher with mRT-PCRbile than with CMCbile (62 vs. 31; χ2=30.031, p<0.001). However, pathogens detected by mRT-PCRbile were more often susceptible to pAP according to the patient infection/colonization history (PI/CH) and surveillance data for antibiotic resistance in our clinic (DARC). Pathogens identified by mRT-PCRbile and resistant to pAP by PI/CH and DARC were likely to be clinically relevant. CONCLUSIONS mRT-PCR in conjunction with CMCs for bile analysis increased diagnostic sensitivity and may benefit infection management in patients with cholestatic diseases. Implementation of mRT-PCR in a bile sample-based diagnostic routine can support more rapid and targeted use of antimicrobial agents in cCLD-patients undergoing ERCP and reduce the rate/length of unnecessary administration of broad-spectrum antibiotics.
Collapse
Affiliation(s)
- Michael Jahn
- Department of Nephrology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Correspondence to: Michael Jahn, Department of Nephrology, University Hospital Essen, Hufelandstrasse 55, Essen 45122, Germany. Tel: +49-201-723-83840, Fax: +49-201-723-5500, E-mail:
| | - Mustafa K Özçürümez
- Department of Medicine, Universitätsklinikum Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany
| | - Sebastian Dolff
- Department of Infectious Diseases, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Hana Rohn
- Department of Infectious Diseases, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Dominik Heider
- Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany
| | - Alexander Dechêne
- Department for Internal Medicine, Nuremberg Hospital North, Paracelsus Private Medical University Nuremberg, Nuremberg, Germany
| | - Ali Canbay
- Department of Medicine, Universitätsklinikum Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany
| | - Peter M. Rath
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Antonios Katsounas
- Department of Medicine, Universitätsklinikum Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany
| |
Collapse
|
12
|
Yo C, Shen Y, Hsu W, Mekary RA, Chen ZR, Lee WJ, Chen S, Lee C. MALDI-TOF mass spectrometry rapid pathogen identification and outcomes of patients with bloodstream infection: A systematic review and meta-analysis. Microb Biotechnol 2022; 15:2667-2682. [PMID: 35921430 PMCID: PMC9518975 DOI: 10.1111/1751-7915.14124] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 07/20/2022] [Indexed: 12/04/2022] Open
Abstract
There was inconsistent evidence regarding the use of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) for microorganism identification with/without antibiotic stewardship team (AST) and the clinical outcome of patients with bloodstream infections (BSI). In a systematic review and meta-analysis, we evaluated the effectiveness of rapid microbial identification by MALDI-TOF MS with and without AST on clinical outcomes. We searched PubMed and EMBASE databases from inception to 1 February 2022 to identify pre-post and parallel comparative studies that evaluated the use of MALDI-TOF MS for microorganism identification. Pooled effect estimates were derived using the random-effects model. Twenty-one studies with 14,515 patients were meta-analysed. Compared with conventional phenotypic methods, MALDI-TOF MS was associated with a 23% reduction in mortality (RR = 0.77; 95% CI: 0.66; 0.90; I2 = 35.9%; 13 studies); 5.07-h reduction in time to effective antibiotic therapy (95% CI: -5.83; -4.31; I2 = 95.7%); 22.86-h reduction in time to identify microorganisms (95% CI: -23.99; -21.74; I2 = 91.6%); 0.73-day reduction in hospital stay (95% CI: -1.30; -0.16; I2 = 53.1%); and US$4140 saving in direct hospitalization cost (95% CI: $-8166.75; $-113.60; I2 = 66.1%). No significant heterogeneity sources were found, and no statistical evidence for publication bias was found. Rapid pathogen identification by MALDI-TOF MS with or without AST was associated with reduced mortality and improved outcomes of BSI, and may be cost-effective among patients with BSI.
Collapse
Affiliation(s)
- Chia‐Hung Yo
- Department of Emergency MedicineFar Eastern Memorial HospitalNew Taipei CityTaiwan
| | - Yi‐Hsuan Shen
- Department of Family MedicineTaipei City HospitalYangming Branch, TaipeiTaiwan
| | - Wan‐Ting Hsu
- Department of EpidemiologyHarvard TH Chan School of Public HealthBostonMassachusettsUSA
| | - Rania A. Mekary
- Department of Pharmaceutical Business and Administrative SciencesMCPHS UniversityBostonMassachusettsUSA
- Department of NeurosurgeryBrigham and Women's Hospital, Harvard Medical SchoolComputational Neuroscience Outcomes CenterBostonMassachusettsUSA
| | - Zi Rong Chen
- College of MedicineNational Taiwan UniversityTaipeiTaiwan
| | - Wan‐Ting J. Lee
- Faculty of MedicineThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Shyr‐Chyr Chen
- Department of Emergency MedicineFar Eastern Memorial HospitalNew Taipei CityTaiwan
- Department of Family MedicineTaipei City HospitalYangming Branch, TaipeiTaiwan
- Department of Emergency MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Chien‐Chang Lee
- Department of Emergency MedicineNational Taiwan University HospitalTaipeiTaiwan
- Center of Intelligent HealthcareNational Taiwan University HospitalTaipeiTaiwan
| |
Collapse
|
13
|
Giacobbe DR, Asperges E, Cortegiani A, Grecchi C, Rebuffi C, Zuccaro V, Scudeller L, Bassetti M. Performance of existing clinical scores and laboratory tests for the diagnosis of invasive candidiasis in critically ill, nonneutropenic, adult patients: a systematic review with qualitative evidence synthesis. Mycoses 2022; 65:1073-1111. [PMID: 35938455 DOI: 10.1111/myc.13515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 08/03/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND The Fungal Infections Definitions in Intensive Care Unit (ICU) patients (FUNDICU) project aims to provide standard sets of definitions for invasive fungal diseases in critically ill, adult patients. OBJECTIVES To summarize the available evidence on the diagnostic performance of clinical scores and laboratory tests for invasive candidiasis (IC) in nonneutropenic, adult critically ill patients. METHODS A systematic review was performed to evaluate studies assessing the diagnostic performance for IC of clinical scores and/or laboratory tests vs. a reference standard or a reference definition in critically ill, nonneutropenic, adult patients in ICU. RESULTS Clinical scores, despite the heterogeneity of study populations and IC prevalences, constantly showed a high negative predictive value (NPV) and a low positive predictive value (PPV) for the diagnosis of IC in the target population. Fungal antigen-based biomarkers (with most studies assessing serum beta-D-glucan) retained a high NPV similar to that of clinical scores, with a higher PPV, although the latter showed important heterogeneity across studies, possibly reflecting the targeted or untargeted use of these tests in patients with a consistent clinical picture and risk factors for IC. CONCLUSIONS Both clinical scores and laboratory tests showed high NPV for the diagnosis of IC in nonneutropenic critically ill patients. The PPV of laboratory tests varies significantly according to the baseline patients' risk of IC. This qualitative synthesis will provide the FUNDICU panel with baseline evidence to be considered during the development of definitions of IC in critically ill, nonneutropenic adult patients in ICU.
Collapse
Affiliation(s)
- Daniele Roberto Giacobbe
- Department of Health Sciences, University of Genoa, Genoa, Italy.,Clinica Malattie Infettive, Ospedale Policlinico San Martino - IRCCS, Genoa, Italy
| | - Erika Asperges
- Infectious Diseases Unit, IRCCS San Matteo, Pavia, Italy
| | - Andrea Cortegiani
- Department of Surgical, Oncological and Oral Science (Di.Chir.On.S.), University of Palermo, Palermo, Italy.,Department of Anesthesia, Intensive Care and Emergency, Policlinico Paolo Giaccone, Palermo, Italy
| | | | - Chiara Rebuffi
- Scientific Direction, IRCCS Istituto Giannina Gaslini, Scientific Direction, Italy
| | | | - Luigia Scudeller
- Research and Innovation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Bassetti
- Department of Health Sciences, University of Genoa, Genoa, Italy.,Clinica Malattie Infettive, Ospedale Policlinico San Martino - IRCCS, Genoa, Italy
| | | |
Collapse
|
14
|
Tocu G, Tutunaru D, Mihailov R, Serban C, Dimofte F, Niculet E, Tatu AL, Firescu D. Particularities of diagnosis in an elderly patient with neglected peritonitis: a case report. J Int Med Res 2022; 50:3000605221118705. [PMID: 36003024 PMCID: PMC9421225 DOI: 10.1177/03000605221118705] [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] [Indexed: 11/24/2022] Open
Abstract
Acute peritonitis accounts for 1% of inpatient surgical emergencies and is the second
leading cause of sepsis in patients in intensive care departments. Diagnosis through
laboratory analysis in bacterial peritonitis focuses mainly on the biomarkers,
procalcitonin and C-reactive protein. A 73-year-old male patient presented with meteorism,
diarrhea, vomiting, fever, and hypotension. Laboratory investigations showed very high
procalcitonin and C-reactive protein values, and abdominal radiography revealed
paraumbilical hydroaerial levels, which suggested septic shock of intra-abdominal origin.
Emergency laparotomy was performed, which revealed agglutinated intestinal loops in the
right iliac fossa with false membranes, purulent fluid, overdistended jejunum and ileum
with an occlusive appearance, acute gangrenous appendicitis with perforation, and
suppurative omentitis. The intraoperative diagnosis was acute neglected peritonitis in the
occlusive phase owing to acute gangrenous appendicitis with perforation and suppurative
omentitis. Laboratory analysis in conjunction with imaging provides important information
in the early diagnosis of infectious pathology in elderly patients, even if these methods
do not accurately identify the cause. The combination of procalcitonin and C-reactive
protein biomarker levels successfully contributed to the diagnosis in this case. Notably,
the patient’s white blood cell counts were inconsistent with the severity of the
infection.
Collapse
Affiliation(s)
- George Tocu
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of Laboratory Medical Analysis, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Dana Tutunaru
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of Laboratory Medical Analysis, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Raul Mihailov
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of General Surgery, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Cristina Serban
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of General Surgery, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Florentin Dimofte
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of Orthopaedics, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Elena Niculet
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of Anatomopathology, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| | - Alin Laurentiu Tatu
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of Dermatology and Venereal Diseases, Sfanta Cuvioasa Parascheva Clinical Hospital for Infectious Diseases, Galati, Romania
| | - Dorel Firescu
- Department of Medicine and Pharmacy, Dunarea de Jos University of Galati, Romania.,Department of General Surgery, Sfantul Apostol Andrei Emergency County Hospital, Galati, Romania
| |
Collapse
|
15
|
Costa SP, Carvalho CM. Burden of bacterial bloodstream infections and recent advances for diagnosis. Pathog Dis 2022; 80:6631550. [PMID: 35790126 DOI: 10.1093/femspd/ftac027] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 06/07/2022] [Accepted: 07/01/2022] [Indexed: 11/13/2022] Open
Abstract
Bloodstream infections (BSIs) and subsequent organ dysfunction (sepsis and septic shock) are conditions that rank among the top reasons for human mortality and have a great impact on healthcare systems. Their treatment mainly relies on the administration of broad-spectrum antimicrobials since the standard blood culture-based diagnostic methods remain time-consuming for the pathogen's identification. Consequently, the routine use of these antibiotics may lead to downstream antimicrobial resistance and failure in treatment outcomes. Recently, significant advances have been made in improving several methodologies for the identification of pathogens directly in whole blood especially regarding specificity and time to detection. Nevertheless, for the widespread implementation of these novel methods in healthcare facilities, further improvements are still needed concerning the sensitivity and cost-effectiveness to allow a faster and more appropriate antimicrobial therapy. This review is focused on the problem of BSIs and sepsis addressing several aspects like their origin, challenges, and causative agents. Also, it highlights current and emerging diagnostics technologies, discussing their strengths and weaknesses.
Collapse
Affiliation(s)
- Susana P Costa
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.,LABBELS - Associate Laboratory, Braga/Guimarães, Portugal.,International Iberian Nanotechnology Laboratory, Av. Mestre José Veiga s/n, 4715-330, Braga, Portugal.,Instituto de Engenharia de Sistemas e Computadores - Microsistemas e Nanotecnologias (INESC MN) and IN - Institute of Nanoscience and Nanotechnology, Rua Alves Redol, 9 1000-029 Lisbon, Portugal
| | - Carla M Carvalho
- International Iberian Nanotechnology Laboratory, Av. Mestre José Veiga s/n, 4715-330, Braga, Portugal
| |
Collapse
|
16
|
Thompson GR, Boulware DR, Bahr NC, Clancy CJ, Harrison TS, Kauffman CA, Le T, Miceli MH, Mylonakis E, Nguyen MH, Ostrosky-Zeichner L, Patterson TF, Perfect JR, Spec A, Kontoyiannis DP, Pappas PG. Noninvasive Testing and Surrogate Markers in Invasive Fungal Diseases. Open Forum Infect Dis 2022; 9:ofac112. [PMID: 35611348 PMCID: PMC9124589 DOI: 10.1093/ofid/ofac112] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 03/02/2022] [Indexed: 02/04/2023] Open
Abstract
Invasive fungal infections continue to increase as at-risk populations expand. The high associated morbidity and mortality with fungal diseases mandate the continued investigation of novel antifungal agents and diagnostic strategies that include surrogate biomarkers. Biologic markers of disease are useful prognostic indicators during clinical care, and their use in place of traditional survival end points may allow for more rapid conduct of clinical trials requiring fewer participants, decreased trial expense, and limited need for long-term follow-up. A number of fungal biomarkers have been developed and extensively evaluated in prospective clinical trials and small series. We examine the evidence for these surrogate biomarkers in this review and provide recommendations for clinicians and regulatory authorities.
Collapse
Affiliation(s)
- George R Thompson
- Division of Infectious Diseases, Department of Internal Medicine, University of California-Davis Medical Center, Sacramento California, USA
- Department of Medical Microbiology and Immunology, University of California-Davis, Davis, California, USA
| | - David R Boulware
- Division of Infectious Diseases, Department of Internal Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Nathan C Bahr
- Division of Infectious Diseases, Department of Medicine, University of Kansas, Kansas City, Kansas, USA
| | - Cornelius J Clancy
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Thomas S Harrison
- Centre for Global Health, Institute of Infection and Immunity, St George’s University of London, London, United Kingdom
- Clinical Academic Group in Infection, St George’s Hospital NHS Trust, London, United Kingdom
- MRC Centre for Medical Mycology, University of Exeter, Exeter, United Kingdom
| | - Carol A Kauffman
- VA Ann Arbor Healthcare System and University of Michigan, Ann Arbor, Michigan, USA
| | - Thuy Le
- Division of Infectious Diseases and International Health, Duke University School of Medicine, Durham, North Carolina, USA
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
| | | | - Eleftherios Mylonakis
- Division of Infectious Diseases, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - M Hong Nguyen
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | | | - Thomas F Patterson
- Division of Infectious Diseases, Department of Medicine, The University of Texas Health Science Center, San Antonio, Texas, USA
| | - John R Perfect
- Division of Infectious Diseases and International Health, Duke University School of Medicine, Durham, North Carolina, USA
- Division of Infectious Diseases, Department of Molecular Genetics and Microbiology, Duke University, Durham, North Carolina, USA
| | - Andrej Spec
- Division of Infectious Diseases, Department of Medicine, Washington University in St. Louis, School of Medicine, St. Louis, Missouri, USA
| | - Dimitrios P Kontoyiannis
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Peter G Pappas
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| |
Collapse
|
17
|
Barantsevich N, Barantsevich E. Diagnosis and Treatment of Invasive Candidiasis. Antibiotics (Basel) 2022; 11:antibiotics11060718. [PMID: 35740125 PMCID: PMC9219674 DOI: 10.3390/antibiotics11060718] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/14/2022] [Accepted: 05/18/2022] [Indexed: 02/06/2023] Open
Abstract
Candida species, belonging to commensal microbial communities in humans, cause opportunistic infections in individuals with impaired immunity. Pathogens encountered in more than 90% cases of invasive candidiasis include C. albicans, C. glabrata, C. krusei, C. tropicalis, and C. parapsilosis. The most frequently diagnosed invasive infection is candidemia. About 50% of candidemia cases result in deep-seated infection due to hematogenous spread. The sensitivity of blood cultures in autopsy-proven invasive candidiasis ranges from 21% to 71%. Non-cultural methods (beta-D-glucan, T2Candida assays), especially beta-D-glucan in combination with procalcitonin, appear promising in the exclusion of invasive candidiasis with high sensitivity (98%) and negative predictive value (95%). There is currently a clear deficiency in approved sensitive and precise diagnostic techniques. Omics technologies seem promising, though require further development and study. Therapeutic options for invasive candidiasis are generally limited to four classes of systemic antifungals (polyenes, antimetabolite 5-fluorocytosine, azoles, echinocandins) with the two latter being highly effective and well-tolerated and hence the most widely used. Principles and methods of treatment are discussed in this review. The emergence of pan-drug-resistant C. auris strains indicates an insufficient choice of available medications. Further surveillance, alongside the development of diagnostic and therapeutic methods, is essential.
Collapse
|
18
|
Sampath S, Baby J, Krishna B, Dendukuri N, Thomas T. Blood Cultures and Molecular Diagnostics in Intensive Care Units to Diagnose Sepsis: A Bayesian Latent Class Model Analysis. Indian J Crit Care Med 2022; 25:1402-1407. [PMID: 35027801 PMCID: PMC8693100 DOI: 10.5005/jp-journals-10071-24051] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Confirmation of sepsis by standard blood cultures (STD) is often inconclusive due to slow growth and low positivity. Molecular diagnostics (MOL) are faster and may have higher positivity, but test performance can be inaccurately estimated if STD methods are used as comparators. Bayesian latent class models (LCMs) can evaluate diagnostic methods when there is no "gold standard." Intensive care unit studies that have used LCMs to combine and compare STD and MOL method performance and estimate the prevalence of sepsis have not been described. Patients and methods Results from an ICU sepsis study that used both tests simultaneously were analyzed. Bayesian LCMs combined prior prevalence of sepsis, prior diagnostic characteristics of the two methods, and the study results to estimate the posterior prevalence and diagnostic characteristics. Sensitivity analyses were performed using objective (published studies) and subjective (expert opinion) prior parameters. Positive predictive values (PPVs) of the prevalence of sepsis were estimated for all combinations of test results. Results The range of posterior estimates was: sepsis prevalence (0.38-0.88), sensitivities (STD: 0.2-0.35, MOL: 0.56-0.86), and specificities (STD: 0.87-0.99, MOL: 0.72-0.95). The PPV (sepsis) of both tests being positive was (0.72-0.99). Conclusion LCMs combined two imperfect methods to estimate prevalence, PPV, and diagnostic characteristics. The posterior estimates (STD sensitivity < MOL and STD specificity > MOL) seem to reflect the clinical experience appropriately. The high PPV when both methods show positive results can be useful for ruling in disease. How to cite this article Sampath S, Baby J, Krishna B, Dendukuri N, Thomas T. Blood Cultures and Molecular Diagnostics in Intensive Care Units to Diagnose Sepsis: A Bayesian Latent Class Model Analysis. Indian J Crit Care Med 2021;25(12):1402-1407.
Collapse
Affiliation(s)
- Sriram Sampath
- Department of Critical Care Medicine, Bengaluru, Karnataka, India
| | - Jeswin Baby
- Division of Epidemiology and Biostatistics, St John's Research Institute, Bengaluru, Karnataka, India; Department of Statistical Sciences, Kannur University, Kannur, Kerala, India
| | - Bhuvana Krishna
- Department of Critical Care Medicine, St John's Medical College and Hospital, Bengaluru, Karnataka, India
| | | | - Tinku Thomas
- Department of Biostatistics, St John's Medical College, Bengaluru, Karnataka, India
| |
Collapse
|
19
|
Waldrop G, Zucker J, Boubour A, Radmard S, Green DA, Thakur KT. Clinical Significance of Positive Results of the BioFire Cerebrospinal Fluid FilmArray Meningitis/Encephalitis Panel at a Tertiary Medical Center in the United States. Arch Pathol Lab Med 2022; 146:194-200. [PMID: 34086848 DOI: 10.5858/arpa.2020-0380-oa] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2021] [Indexed: 11/06/2022]
Abstract
CONTEXT.— The FilmArray Meningitis/Encephalitis (ME) panel is the first US Food and Drug Administration-cleared multiplex polymerase chain reaction panel for the detection of central nervous system infections. While the assay's performance characteristics have been described, the real-world significance of positive results has not been fully characterized. OBJECTIVE.— To evaluate the clinical significance of positive ME panel results in a tertiary care medical center in New York, New York. DESIGN.— Four physicians independently performed retrospective clinical assessments of all positive ME panel results at Columbia University Irving Medical Center, including the Children's Hospital of New York, during an 18-month period. Each reviewer determined the likelihood of central nervous system infection for all cases and whether cases fit Brighton diagnostic criteria for meningitis, encephalitis, or meningoencephalitis. RESULTS.— Among 119 cases, there was 75% positive agreement (95% CI, 54%-89%) between ME panel results and clinical consensus, which varied among panel targets. CONCLUSIONS.— The ME panel showed good agreement with expert clinical consensus for patients presenting with acute meningitis/encephalitis. Factors contributing to clinically insignificant ME positive results included low pretest probability, traumatic lumbar puncture, specimen contamination, and detection of incidental viral targets such as human herpesvirus 6. Notably, the ME panel detected more than twice the number of cases of bacterial meningitis detected by culture alone, particularly among patients receiving empiric antimicrobial therapy before lumbar puncture. Appropriate test use and contextual interpretation of results are critical to leveraging the advantages of the platform while avoiding potential pitfalls.
Collapse
Affiliation(s)
- Greer Waldrop
- From the Division of Critical Care and Hospitalist Neurology, Department of Neurology (Waldrop, Radmard, Thakur)
| | - Jason Zucker
- the Division of Infectious Diseases, Department of Medicine (Zucker)
| | - Alexandra Boubour
- Barnard College of Columbia University, New York, New York (Boubour)
| | - Sara Radmard
- From the Division of Critical Care and Hospitalist Neurology, Department of Neurology (Waldrop, Radmard, Thakur)
| | - Daniel A Green
- the Department of Pathology & Cell Biology (Green), Columbia University Irving Medical Center, New York, New York
| | - Kiran T Thakur
- From the Division of Critical Care and Hospitalist Neurology, Department of Neurology (Waldrop, Radmard, Thakur)
| |
Collapse
|
20
|
Tabah A, Buetti N, Barbier F, Timsit JF. Current opinion in management of septic shock due to Gram-negative bacteria. Curr Opin Infect Dis 2021; 34:718-727. [PMID: 34751185 DOI: 10.1097/qco.0000000000000767] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE OF REVIEW The COVID-19 pandemic has caused multiple challenges to ICUs, including an increased rate of secondary infections, mostly caused by Gram-negative micro-organisms. Worrying trends of resistance acquisition complicate this picture. We provide a review of the latest evidence to guide management of patients with septic shock because of Gram-negative bacteria. RECENT FINDINGS New laboratory techniques to detect pathogens and specific resistance patterns from the initial culture are available. Those may assist decreasing the time to adequate antimicrobial therapy and avoid unnecessary broad-spectrum antibiotic overuse. New antimicrobials, including β-lactam/β-lactamase inhibitor combinations, such as ceftolozane-tazobactam, imipenem-relebactam or meropenem-vaborbactam and cephalosporins, such as cefiderocol targeted to specific pathogens and resistance patterns are available for use in the clinical setting. Optimization of antibiotic dosing and delivery should follow pharmacokinetic and pharmacodynamic principles and wherever available therapeutic drug monitoring. Management of sepsis has brought capillary refill time back to the spotlight along with more reasoned fluid resuscitation and a moderate approach to timing of dialysis initiation. SUMMARY Novel rapid diagnostic tests and antimicrobials specifically targeted to Gram-negative pathogens are available and should be used within the principles of antimicrobial stewardship including de-escalation and short duration of antimicrobial therapy.
Collapse
Affiliation(s)
- Alexis Tabah
- Intensive Care Unit, Redcliffe Hospital, Redcliffe.,Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Niccolò Buetti
- Infection Control Program and World Health Organization Collaborating Centre on Patient Safety, University Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland.,University of Paris, INSERM U1137, IAME, Team DeSCID, Paris
| | | | - Jean-François Timsit
- University of Paris, INSERM U1137, IAME, Team DeSCID, Paris.,Medical and Infectious Diseases Intensive Care Unit (MI2), Bichat-Claude Bernard Hospital, AP-HP, Paris, France
| |
Collapse
|
21
|
Yin M, Zheng Y, Zhang L, Qin W, Han H, Wu D, Wang H. The real-life performance of metagenomic next-generation sequencing in sepsis. J Infect 2021; 84:418-467. [PMID: 34852245 DOI: 10.1016/j.jinf.2021.11.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 11/23/2021] [Indexed: 01/06/2023]
Affiliation(s)
- Mei Yin
- Shandong Key Laboratory of Cardiovascular Proteomics and Department of Geriatric Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan 250012, China
| | - Yue Zheng
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, China; Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Chest Pain Center, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Lu Zhang
- Department of Critical Care Medicine, The Second Hospital of Shandong University, Jinan 250000, China
| | - Weidong Qin
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Hui Han
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Dawei Wu
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Hao Wang
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China; Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China.
| |
Collapse
|
22
|
Mani I, Vrioni G, Hadziyannis E, Alexopoulos T, Vasilieva L, Tsiriga A, Tsiamis C, Tsakris A, Dourakis SP, Alexopoulou A. Bacterial DNA is a prognostic factor for mortality in patients who recover from spontaneous bacterial peritonitis. Ann Gastroenterol 2021; 34:852-861. [PMID: 34815652 PMCID: PMC8596224 DOI: 10.20524/aog.2021.0665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Accepted: 05/26/2021] [Indexed: 11/13/2022] Open
Abstract
Background Spontaneous bacterial peritonitis (SBP) is associated with a high mortality. The aim was to investigate whether bacterial deoxyribonucleic acid (bactDNA) could offer an accurate identification of pathogens and to explore its prognostic role during and early after an SBP episode. Methods Consecutive patients with SBP (SBP-group) and patients with decompensated cirrhosis without SBP/bacterascites (control-group) were enrolled. Standard culture methodology was used to isolate and identify pathogens from blood and ascitic fluid (AF). The SeptiFast test was used to identify bactDNA directly from AF. Results Fifty-five patients, median age 60 (interquartile range [IQR] 53-74), model-for-end-stage liver disease (MELD) score 18 (IQR 13-29), with SBP were prospectively included. AF cultures were positive in 52.7% (17.2% drug-resistant bacteria) and bactDNA in 29.1% (58.2% combined sensitivity). BactDNA results were 84.6% concordant with AF cultures. Three patients had positive bactDNA in the culture-negative SBP-group. BactDNA was negative in all 36 of the control group (100% specificity). In multivariate analysis for 7-day survival, factors adversely affecting outcome were MELD (P=0.049) and C-reactive protein (P=0.012). After patients who died during the first week post-admission were excluded, patients with positive bactDNA had a poor prognosis compared to those with a negative test (log-rank P=0.005). Variables independently associated with 30-day mortality were neutrophil-to-lymphocyte ratio (P=0.011) and positive bactDNA (P=0.020). Conclusions No evidence was found for the usefulness of bactDNA to improve bacterial identification during an SBP episode. However, bactDNA was a predictor of 30-day mortality in the subset of patients who recovered from the infection episode.
Collapse
Affiliation(s)
- Iliana Mani
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Georgia Vrioni
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece (Georgia Vrioni, Constantinos Tsiamis, Athanasios Tsakris)
| | - Emilia Hadziyannis
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Theodoros Alexopoulos
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Larisa Vasilieva
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Athanasia Tsiriga
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Constantinos Tsiamis
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece (Georgia Vrioni, Constantinos Tsiamis, Athanasios Tsakris)
| | - Athanasios Tsakris
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece (Georgia Vrioni, Constantinos Tsiamis, Athanasios Tsakris)
| | - Spyros P Dourakis
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| | - Alexandra Alexopoulou
- 2 Department of Internal Medicine and Research Laboratory, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece (Iliana Mani, Emilia Hadziyannis, Theodoros Alexopoulos, Larisa Vasilieva, Athanasia Tsiriga, Spyros P. Dourakis, Alexandra Alexopoulou)
| |
Collapse
|
23
|
Ning S, Liu S, Xiao Y, Zhang G, Cui W, Reed M. A microfluidic chip with a serpentine channel enabling high-throughput cell separation using surface acoustic waves. LAB ON A CHIP 2021; 21:4608-4617. [PMID: 34763349 DOI: 10.1039/d1lc00840d] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
As an acute inflammatory response, sepsis may cause septic shock and multiple organ failure. Rapid and reliable detection of pathogens from blood samples can promote early diagnosis and treatment of sepsis. However, traditional pathogen detection methods rely on bacterial blood culture, which is complex and time-consuming. Although pre-separation of bacteria from blood can help with the identification of pathogens for diagnosis, the required low-velocity fluid environment of most separation techniques greatly limits the processing capacity for blood samples. Here, we present an acoustofluidic device for high-throughput bacterial separation from human blood cells. Our device utilizes a serpentine microfluidic design and standing surface acoustic waves (SSAWs), and separates bacteria from blood cells effectively based on their size difference. The serpentine microstructure allows the operating distance of the acoustic field to be multiplied in a limited chip size via the "spatial multiplexing" and "pressure node matching" of SSAW field. Microscopic observation and flow cytometry analysis shows that the device is helpful in improving the flow rate (2.6 μL min-1 for blood samples; the corresponding velocity is ∼3 cm s-1) without losing separation purity or cell recovery. The serpentine microfluidic design provides a compatible solution for high-throughput separation, which can synergize with other functional designs to improve device performance. Further, its advantages such as low cost, high biocompatibility, label-free separation and ability to integrate with on-chip biosensors are promising for clinical utility in point-of-care diagnostic platforms.
Collapse
Affiliation(s)
- Shupeng Ning
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China.
- State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin 300072, China
| | - Shuchang Liu
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China.
- State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin 300072, China
| | - Yunjie Xiao
- School of Life Sciences, Tianjin University, Tianjin 300072, China
| | - Guanyu Zhang
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China.
- State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin 300072, China
| | - Weiwei Cui
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China.
- State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin 300072, China
| | - Mark Reed
- School of Engineering and Applied Sciences, Yale University, New Haven, CT 06511, USA
| |
Collapse
|
24
|
Shukla M, Chandley P, Kaur H, Ghosh AK, Rudramurthy SM, Rohatgi S. Expression and Purification along with Evaluation of Serological Response and Diagnostic Potential of Recombinant Sap2 Protein from C. parapsilosis for Use in Systemic Candidiasis. J Fungi (Basel) 2021; 7:jof7120999. [PMID: 34946982 PMCID: PMC8708535 DOI: 10.3390/jof7120999] [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: 10/29/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/22/2022] Open
Abstract
Systemic candidiasis is the fourth most common bloodstream infection in ICU patients worldwide. Although C. albicans is a predominant species causing systemic candidiasis, infections caused by non-albicans Candida (NAC) species are increasingly becoming more prevalent globally along with the emergence of drug resistance. The diagnosis of systemic candidiasis is difficult due to the absence of significant clinical symptoms in patients. We investigated the diagnostic potential of recombinant secreted aspartyl proteinase 2 (rSap2) from C. parapsilosis for the detection of Candida infection. The rSap2 protein was successfully cloned, expressed and purified using Ni-NTA chromatography under denaturing conditions using an E. coli-based prokaryotic expression system, and refolded using a multi-step dialysis procedure. Structural analysis by CD and FTIR spectroscopy revealed the refolded protein to be in its near native conformation. Immunogenicity analysis demonstrated the rSap2 protein to be highly immunogenic as evident from significantly high titers of Sap2-specific antibodies in antigen immunized Balb/c mice, compared to sham-immunized controls. The diagnostic potential of rSap2 protein was evaluated using immunoblotting and ELISA assays using proven candidiasis patient serum and controls. Immunoblotting results indicate that reactivity to rSap2 was specific to candidiasis patient sera with no cross reactivity observed in healthy controls. Increased levels of anti-Sap2-specific Ig, IgG and IgM antibodies were observed in candidiasis patients compared to controls and was similar in sensitivity obtained when whole Candida was used as coating antigen. In summary, the rSap2 protein from C. parapsilosis has the potential to be used in the diagnosis of systemic candidiasis, providing a rapid, convenient, accurate and cost-effective strategy.
Collapse
Affiliation(s)
- Manisha Shukla
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Roorkee 247667, India; (M.S.); (P.C.)
| | - Pankaj Chandley
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Roorkee 247667, India; (M.S.); (P.C.)
| | - Harsimran Kaur
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, India; (H.K.); (A.K.G.); (S.M.R.)
| | - Anup K. Ghosh
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, India; (H.K.); (A.K.G.); (S.M.R.)
| | - Shivaprakash M. Rudramurthy
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, India; (H.K.); (A.K.G.); (S.M.R.)
| | - Soma Rohatgi
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Roorkee 247667, India; (M.S.); (P.C.)
- Correspondence:
| |
Collapse
|
25
|
Chen K, Malik AA, Sheng YJ, Ahmed S, Sun C, Deng CL, Ojha SC. Clinical Utility of Molecular Tests for Guiding Therapeutic Decisions in Bloodstream Staphylococcal Infections: A Meta-Analysis. Front Pediatr 2021; 9:713447. [PMID: 34422731 PMCID: PMC8374148 DOI: 10.3389/fped.2021.713447] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 07/12/2021] [Indexed: 12/14/2022] Open
Abstract
Background: Treatment of bloodstream staphylococcal infections (BSI) necessitates the prompt initiation of appropriate antimicrobial agents and the rapid de-escalation of excessive broad-spectrum coverage to reduce the risk of mortality. We, therefore, aimed to demonstrate the diagnostic accuracy of nucleic acid amplification tests (NAAT) for the identification of methicillin-resistant S. aureus (MRSA) and methicillin-sensitive S. aureus (MSSA) in clinically suspected patients. Methods: Until November 23, 2020, databases including PubMed, Scopus, Embase, and Web of Science were scanned for eligible studies. A bivariate random-effects model was used for meta-analysis of the 33 included studies obtained from 1606 citations, and pooled summary estimates with 95% confidence intervals (CI) were generated. Results: Twenty-three studies (n = 8,547) assessed NAAT accuracy for MSSA detection, while three studies (n = 479) evaluated MRSA detection in adults. The pooled NAAT sensitivity and specificity for MRSA in adults was higher [sensitivity: 0.83 (95% CI 0.59-0.96), specificity: 0.99 (95% CI 0.98-1.0)] as compared to MSSA [sensitivity: 0.76 (95% CI 0.69-0.82), specificity: 0.98 (95% CI 0.98-0.99)]. Similarly, eight studies (n = 4,089) investigating MSSA in pediatric population reported higher NAAT accuracy [sensitivity: 0.89 (95% CI 0.76-0.96), specificity: 0.98 (95% CI 0.97-0.98)] compared to adults. Among NAA tests, SeptiFast (real-time PCR, commercial) was frequently applied, and its diagnostic accuracy corresponded well to the overall summary estimates. A meta-regression and subgroup analysis of study design, sample condition, and patient selection method could not explain the heterogeneity (P > 0.05) in the diagnostic efficiency. Conclusions: NAAT could be applied as the preferred initial tests for timely diagnosis and BSI management.
Collapse
Affiliation(s)
- Ke Chen
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Aijaz Ahmad Malik
- Faculty of Medical Technology, Center of Data Mining and Biomedical Informatics, Mahidol University, Bangkok, Thailand
| | - Yun-Jian Sheng
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Sarfraz Ahmed
- Department of Basic Sciences, University of Veterinary and Animal Sciences Lahore, Narowal, Pakistan
| | - Changfeng Sun
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Cun-Liang Deng
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Suvash Chandra Ojha
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| |
Collapse
|
26
|
New Microbiological Techniques for the Diagnosis of Bacterial Infections and Sepsis in ICU Including Point of Care. Curr Infect Dis Rep 2021; 23:12. [PMID: 34149321 PMCID: PMC8207499 DOI: 10.1007/s11908-021-00755-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2021] [Indexed: 12/22/2022]
Abstract
Purpose of Review The aim of this article is to review current and emerging microbiological techniques that support the rapid diagnosis of bacterial infections in critically ill patients, including their performance, strengths and pitfalls, as well as available data evaluating their clinical impact. Recent Findings Bacterial infections and sepsis are responsible for significant morbidity and mortality in patients admitted to the intensive care unit and their management is further complicated by the increase in the global burden of antimicrobial resistance. In this setting, new diagnostic methods able to overcome the limits of traditional microbiology in terms of turn-around time and accuracy are highly warranted. We discuss the following broad themes: optimisation of existing culture-based methodologies, rapid antigen detection, nucleic acid detection (including multiplex PCR assays and microarrays), sepsis biomarkers, novel methods of pathogen detection (e.g. T2 magnetic resonance) and susceptibility testing (e.g. morphokinetic cellular analysis) and the application of direct metagenomics on clinical samples. The assessment of the host response through new “omics” technologies might also aid in early diagnosis of infections, as well as define non-infectious inflammatory states. Summary Despite being a promising field, there is still scarce evidence about the real-life impact of these assays on patient management. A common finding of available studies is that the performance of rapid diagnostic strategies highly depends on whether they are integrated within active antimicrobial stewardship programs. Assessing the impact of these emerging diagnostic methods through patient-centred clinical outcomes is a complex challenge for which large and well-designed studies are awaited.
Collapse
|
27
|
Cunha AP, Henriques R, Cardoso S, Freitas PP, Carvalho CM. Rapid and multiplex detection of nosocomial pathogens on a phage-based magnetoresistive lab-on-chip platform. Biotechnol Bioeng 2021; 118:3164-3174. [PMID: 34037981 DOI: 10.1002/bit.27841] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/06/2021] [Accepted: 05/16/2021] [Indexed: 11/11/2022]
Abstract
Nosocomial or hospital-acquired infections (HAIs) have a major impact on mortality worldwide. Enterococcus and Staphylococcus are among the leading causes of HAIs and thus are important pathogens to control mainly due to their increased antibiotic resistance. The gold-standard diagnostic methods for HAIs are time-consuming, which hinders timely and adequate treatment. Therefore, the development of fast and accurate diagnostic tools is an urgent demand. In this study, we combined the sensitivity of magnetoresistive (MR) sensors, the portability of a lab-on-chip platform, and the specificity of phage receptor binding proteins (RBPs) as probes for the rapid and multiplex detection of Enterococcus and Staphylococcus. For this, bacterial cells were firstly labelled with magnetic nanoparticles (MNPs) functionalized with RBPs and then measured on the MR sensors. The results indicate that the RBP-MNPS provided a specific individual and simultaneous capture of more than 70% of Enterococcus and Staphylococcus cells. Moreover, high signals from the MR sensors were obtained for these samples, providing the detection of both pathogens at low concentrations (10 CFU/ml) in less than 2 h. Overall, the lab-on-chip MR platform herein presented holds great potential to be used as a point-of-care for the rapid, sensitive and specific multiplex diagnosis of bacterial infections.
Collapse
Affiliation(s)
- Alexandra P Cunha
- International Iberian Nanotechnology Laboratory (INL), Braga, Portugal.,Centre of Biological Engineering (CEB), University of Minho, Braga, Portugal
| | - Raquel Henriques
- Instituto de Engenharia de Sistemas e Computadores - Microsistemas e Nanotecnologias (INESC MN) and IN - Institute of Nanoscience and Nanotechnology, Lisbon, Portugal
| | - Susana Cardoso
- Instituto de Engenharia de Sistemas e Computadores - Microsistemas e Nanotecnologias (INESC MN) and IN - Institute of Nanoscience and Nanotechnology, Lisbon, Portugal
| | - Paulo P Freitas
- International Iberian Nanotechnology Laboratory (INL), Braga, Portugal.,Instituto de Engenharia de Sistemas e Computadores - Microsistemas e Nanotecnologias (INESC MN) and IN - Institute of Nanoscience and Nanotechnology, Lisbon, Portugal
| | - Carla M Carvalho
- International Iberian Nanotechnology Laboratory (INL), Braga, Portugal
| |
Collapse
|
28
|
Grosso S, Pagani L, Tosoni N, Crapis M, Turrini E, Mannu F, Carta F, Rosa RD, Turrini F, Avolio M. A new molecular method for rapid etiological diagnosis of sepsis with improved performance. Future Microbiol 2021; 16:741-751. [PMID: 34082567 DOI: 10.2217/fmb-2020-0154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The value of blood cultures for confirming the clinical diagnosis of sepsis is suboptimal. There is growing interest in the potential of real-time PCR technology by detection of minute amounts of pathogen DNA in patient blood samples with results available within 4-6 h. Adopting a two-step approach, we evaluated the compliance of two versions of the MicrobScan assay on a total of 748 patients with suspected bloodstream infections. The results obtained with a second version of the MicrobScan assay are characterized by increased specificity (from 95.1 to 98.2%) and sensitivity (from 76.7 to 85.1), increased throughput and the possibility of simultaneously testing different kinds of samples collected from the potential sites of infection and utilizing different syndromic panels.
Collapse
Affiliation(s)
- Shamanta Grosso
- Microbiology & Virology Department, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| | - Lucia Pagani
- Microbiology & Virology Department, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| | - Nilla Tosoni
- Microbiology & Virology Department, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| | - Massimo Crapis
- Infectious Diseases Unit, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| | - Enrico Turrini
- Research Unit, Nurex Srl, Strada 3, Sassari, 07100, Italy
| | - Franca Mannu
- Research Unit, Nurex Srl, Strada 3, Sassari, 07100, Italy
| | - Franco Carta
- Research Unit, Nurex Srl, Strada 3, Sassari, 07100, Italy
| | - Rita De Rosa
- Microbiology & Virology Department, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| | - Francesco Turrini
- Department of Oncology, University of Torino, Via Santena 5, Torino, 10126, Italy
| | - Manuela Avolio
- Microbiology & Virology Department, Azienda per l'Assistenza Sanitaria n 5 Friuli Occidentale, Via Montereale 24, Pordenone, 33170, Italy
| |
Collapse
|
29
|
Bassetti M, Azoulay E, Kullberg BJ, Ruhnke M, Shoham S, Vazquez J, Giacobbe DR, Calandra T. EORTC/MSGERC Definitions of Invasive Fungal Diseases: Summary of Activities of the Intensive Care Unit Working Group. Clin Infect Dis 2021; 72:S121-S127. [PMID: 33709127 DOI: 10.1093/cid/ciaa1751] [Citation(s) in RCA: 116] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The EORTC/MSGERC recently revised and updated the consensus definitions of invasive fungal disease (IFD). These definitions primarily focus on patients with cancer and stem cell or solid-organ transplant patients. They may therefore not be suitable for intensive care unit (ICU) patients. More in detail, while the definition of proven IFD applies to a broad range of hosts, the categories of probable and possible IFD were primarily designed for classical immunocompromised hosts and may therefore not be ideal for other populations. Moreover, the scope of the possible category of IFD has been diminished in the recently revised definitions for classically immunocompromised hosts. Diagnosis of IFD in the ICU presents many challenges, which are different for invasive candidiasis and for invasive aspergillosis. The aim of this article is to review progresses made in recent years and difficulties remaining in the development of definitions applicable in the ICU setting.
Collapse
Affiliation(s)
- Matteo Bassetti
- Infectious Diseases Unit, Ospedale Policlinico San Martino-IRCCS, Genoa, Italy.,Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Elie Azoulay
- Medical ICU, APHP, Saint-Louis Hospital, Paris, France.,Université de Paris, Paris, France
| | - Bart-Jan Kullberg
- Department of Medicine and Radboudumc Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Markus Ruhnke
- Division of Hematology, Oncology and Palliative Care, Department of Internal Medicine, Helios Klinikum Aue, Aue, Germany
| | - Shmuel Shoham
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jose Vazquez
- Department of Medicine, Division of Infectious Diseases, Medical College of Georgia/Augusta University, Augusta, Georgia, USA
| | | | - Thierry Calandra
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| |
Collapse
|
30
|
Zhang Y, Zhou Y, Yang Y, Pappas D. Microfluidics for sepsis early diagnosis and prognosis: a review of recent methods. Analyst 2021; 146:2110-2125. [PMID: 33751011 DOI: 10.1039/d0an02374d] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Sepsis is a complex disorder of immune system response to infections that can be caused by a wide range of clinical contexts. Traditional methods for sepsis detection include molecular diagnosis, biomarkers either based on protein concentration or cell surface expression, and microbiological cultures. Development of point-of-care (POC) instruments, which can provide high accuracy and consume less time, is in unprecedented demand. Within the past few years, applications of microfluidic systems for sepsis detection have achieved excellent performance. In this review, we discuss the most recent microfluidic applications specifically in sepsis detection, and propose their advantages and disadvantages. We also present a comprehensive review of other traditional and current sepsis diagnosis methods to obtain a general understanding of the present conditions, which can hopefully direct the development of a new sepsis roadmap.
Collapse
Affiliation(s)
- Ye Zhang
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, USA.
| | | | | | | |
Collapse
|
31
|
Lv L, Dong L, Zheng J, Maermaer T, Huang X, Fan X, Zhang H, Shen T. Application of single-cell real-time imaging flow cytometry in rapid detection of pathogenic fungi in clinical liquid specimens. Methods Appl Fluoresc 2021; 9:025004. [PMID: 33601341 DOI: 10.1088/2050-6120/abe7ca] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Rapid and direct observation of fungal spores or hyphae in clinical liquid specimens poses a challenge for the diagnosis of invasive fungal infection. To allow rapid detection of fungal pathogens, we designed a new method of fungal cell detection involving double fluorescence staining with calcium fluorescent white (CFW) and SYTOX green combined with single-cell real-time imaging flow cytometry (IFC). IFC allowed quick detection and analysis of detailed morphology of the spores and pseudohyphae of Candida albicans, and small hyphae and typical truncated large mycelia of Aspergillus fumigatus. Further, cell sorting based on fluorescence, the width-to-height ratio and bright-field parameters preferentially identified spores or hyphae with a typical cell wall. The specificity and overall coincidence rate of IFC for fungi detection in common clinical samples were 100% and 98.18%, respectively. Moreover, the detection rate by IFC (102/105, 97.14%) was significantly higher (P = 0.002) than that by wet mount method (89/105, 84.5%). Therefore, IFC is a reliable diagnostic method with a high potential for application for rapid diagnosis of fungal infection in the clinic.
Collapse
Affiliation(s)
- Linting Lv
- Department of Microbiology and Infectious Disease Center, School of Basic Medical Sciences, Peking University, Beijing 100191, People's Republic of China
| | - Li Dong
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital, Beijing 100096, People's Republic of China
| | - Jiajia Zheng
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing 100191, People's Republic of China
| | - Tuohutaerbieke Maermaer
- Department of Microbiology and Infectious Disease Center, School of Basic Medical Sciences, Peking University, Beijing 100191, People's Republic of China
| | - Xiangbo Huang
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, People's Republic of China
| | - Xueying Fan
- Department of Laboratory Medicine, Beijing Children's Hospital, Capital Medical University, Beijing 100045, People's Republic of China
| | - Hao Zhang
- Department of Dermatology, Jiangxi Provincial Children's Hospital, Nanchang University, Nanchang, 330006, People's Republic of China
| | - Tao Shen
- Department of Microbiology and Infectious Disease Center, School of Basic Medical Sciences, Peking University, Beijing 100191, People's Republic of China
| |
Collapse
|
32
|
Rub DM, Dhudasia MB, Healy T, Mukhopadhyay S. Role of microbiological tests and biomarkers in antibiotic stewardship. Semin Perinatol 2020; 44:151328. [PMID: 33158600 DOI: 10.1016/j.semperi.2020.151328] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Laboratory tests are critical in the detection and timely treatment of infection. Two categories of tests are commonly used in neonatal sepsis management: those that identify the pathogen and those that detect host response to a potential pathogen. Decision-making around antibiotic choice is related to the performance of tests that directly identify pathogens. Advances in these tests hold the key to progress in antibiotic stewardship. Tests measuring host response, on the other hand, are an indirect marker of potential infection. While an important measure of the patient's clinical state, in the absence of pathogen detection these tests cannot confirm the appropriateness of antibiotic selection. The overall impact these tests then have on antibiotic utilization depends the test's specificity for bacterial infection, clinical scenario where it is being used and the decision-rule it is being integrated into for use. In this review we discuss common and emerging laboratory tests available for assisting management of neonatal infection and specifically focus on the role they play in optimizing antibiotic utilization.
Collapse
Affiliation(s)
- David M Rub
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Miren B Dhudasia
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Tracy Healy
- Pennsylvania Hospital, University of Pennsylvania, Philadelphia, PA, USA
| | - Sagori Mukhopadhyay
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Pennsylvania Hospital, University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
33
|
Logan C, Martin-Loeches I, Bicanic T. Invasive candidiasis in critical care: challenges and future directions. Intensive Care Med 2020; 46:2001-2014. [PMID: 32990778 DOI: 10.1007/s00134-020-06240-x] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/01/2020] [Indexed: 12/19/2022]
Abstract
Invasive candidiasis is the most common critical care-associated fungal infection with a crude mortality of ~ 40-55%. Important factors contributing to risk of invasive candidiasis in ICU include use of broad-spectrum antimicrobials, immunosuppressive drugs, and total parenteral nutrition alongside iatrogenic interventions which breach natural barriers to infection [vascular catheters, renal replacement therapy, extracorporeal membrane oxygenation (ECMO), surgery]. This review discusses three key challenges in this field. The first is the shift in Candida epidemiology across the globe to more resistant non-albicans species, in particular, the emergence of multi-resistant Candida glabrata and Candida auris, which pose significant treatment and infection control challenges in critical care. The second challenge lies in the timely and appropriate initiation and discontinuation of antifungal therapy. Early antifungal strategies (prophylaxis, empirical and pre-emptive) using tools such as the Candida colonisation index, clinical prediction rules and fungal non-culture-based tests have been developed: we review the evidence on implementation of these tools in critical care to aid clinical decision-making around the prescribing and cessation of antifungal therapy. The third challenge is selection of the most appropriate antifungal to use in critical care patients. While guidelines exist to aid choice, this heterogenous and complex patient group require a more tailored approach, particularly in cases of acute kidney injury, liver impairment and for patients supported by extracorporeal membrane oxygenation. We highlight key research priorities to overcome these challenges in the future.
Collapse
Affiliation(s)
- C Logan
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
| | - I Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital/Trinity College, Dublin, Ireland.
- Hospital Clinic, Universidad de Barcelona, CIBERes, Barcelona, Spain.
| | - T Bicanic
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
| |
Collapse
|
34
|
Emerging Microbiology Diagnostics for Transplant Infections: On the Cusp of a Paradigm Shift. Transplantation 2020; 104:1358-1384. [PMID: 31972701 DOI: 10.1097/tp.0000000000003123] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
In light of the heightened risk for infection associated with solid organ and hematopoietic stem cell transplantation, rapid and accurate microbiology diagnostics are essential to the practice of transplant clinicians, including infectious diseases specialists. In the last decade, diagnostic microbiology has seen a shift toward culture-independent techniques including single-target and multiplexed molecular testing, mass-spectrometry, and magnetic resonance-based methods which have together greatly expanded the array of pathogens identified, increased processing speed and throughput, allowed for detection of resistance determinants, and ultimately improved the outcomes of infected transplant recipients. More recently, a newer generation of diagnostics with immense potential has emerged, including multiplexed molecular panels directly applicable to blood and blood culture specimens, next-generation metagenomics, and gas chromatography mass spectrometry. Though these methods have some recognized drawbacks, many have already demonstrated improved sensitivity and a positive impact on clinical outcomes in transplant and immunocompromised patients.
Collapse
|
35
|
Abstract
PURPOSE OF REVIEW We review the performance of culture-independent diagnostic tests (CIDTs), including β-D-glucan (BDG), polymerase chain reaction (PCR) and T2Candida, in diagnosing invasive candidiasis, their potential roles in patient management, and unintended consequences of testing. RECENT FINDINGS In a recent multicenter trial, T2Candida was 90% sensitive and 98% specific for diagnosing candidemia. A new study provided the first data for T2Candida in diagnosing deep-seated candidiasis, demonstrating sensitivity/specificity of 45%/96%. Two studies showed that ongoing T2Candida-positivity is associated with poor prognosis. In several studies, serum BDG and T2Candida, targeted to patients at-risk for invasive candidiasis, were useful in guiding treatment decisions and antifungal stewardship. A randomized, multicenter trial of BDG-guided empiric antifungal treatment is underway among critically ill patients. PCR performance was highly variable for candidemia and deep-seated candidiasis in recent studies. CIDT results may overstate bloodstream infections, according to current National Healthcare Safety Network (NHSN) definitions. SUMMARY BDG and T2Candida are nearing prime-time status in the clinic. To be useful, testing must be directed to carefully chosen patients and specific clinical questions. Candida PCR is limited by a need for standardized methodologies and commercial assays. NHSN definitions of bloodstream infections must be revised in the era of CIDTs.
Collapse
|
36
|
Ugboko HU, Nwinyi OC, Oranusi SU, Oyewale JO. Childhood diarrhoeal diseases in developing countries. Heliyon 2020; 6:e03690. [PMID: 32322707 PMCID: PMC7160433 DOI: 10.1016/j.heliyon.2020.e03690] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 12/03/2019] [Accepted: 03/25/2020] [Indexed: 12/27/2022] Open
Abstract
Diarrhoeal diseases collectively constitute a serious public health challenge globally, especially as the leading cause of death in children (after respiratory diseases). Childhood diarrhoea affecting children under the age of five accounts for approximately 63% of the global burden. Accurate and timely detection of the aetiology of these diseases is very crucial; but conventional methods, apart from being laborious and time-consuming, often fail to identify difficult-to-culture pathogens. The aetiological agent of an average of up to 40% of cases of diarrhoea cannot be identified. This review gives an overview of the recent trends in the epidemiology and treatment of diarrhoea and aims at highlighting the potentials of metagenomics technique as a diagnostic method for enteric infections.
Collapse
Affiliation(s)
- Harriet U Ugboko
- Microbiology Research Unit, Department of Biological Sciences, Covenant University, Canaanland, KM 10, Idiroko Road, P.M.B, 1023, Ota, Ogun State, Nigeria
| | - Obinna C Nwinyi
- Microbiology Research Unit, Department of Biological Sciences, Covenant University, Canaanland, KM 10, Idiroko Road, P.M.B, 1023, Ota, Ogun State, Nigeria
| | - Solomon U Oranusi
- Microbiology Research Unit, Department of Biological Sciences, Covenant University, Canaanland, KM 10, Idiroko Road, P.M.B, 1023, Ota, Ogun State, Nigeria
| | - John O Oyewale
- Microbiology Research Unit, Department of Biological Sciences, Covenant University, Canaanland, KM 10, Idiroko Road, P.M.B, 1023, Ota, Ogun State, Nigeria
| |
Collapse
|
37
|
Costa SP, Dias NM, Melo LDR, Azeredo J, Santos SB, Carvalho CM. A novel flow cytometry assay based on bacteriophage-derived proteins for Staphylococcus detection in blood. Sci Rep 2020; 10:6260. [PMID: 32277078 PMCID: PMC7148305 DOI: 10.1038/s41598-020-62533-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 12/06/2019] [Indexed: 02/08/2023] Open
Abstract
Bloodstream infections (BSIs) are considered a major cause of death worldwide. Staphylococcus spp. are one of the most BSIs prevalent bacteria, classified as high priority due to the increasing multidrug resistant strains. Thus, a fast, specific and sensitive method for detection of these pathogens is of extreme importance. In this study, we have designed a novel assay for detection of Staphylococcus in blood culture samples, which combines the advantages of a phage endolysin cell wall binding domain (CBD) as a specific probe with the accuracy and high-throughput of flow cytometry techniques. In order to select the biorecognition molecule, three different truncations of the C-terminus of Staphylococcus phage endolysin E-LM12, namely the amidase (AMI), SH3 and amidase+SH3 (AMI_SH3) were cloned fused with a green fluorescent protein. From these, a higher binding efficiency to Staphylococcus cells was observed for AMI_SH3, indicating that the amidase domain possibly contributes to a more efficient binding of the SH3 domain. The novel phage endolysin-based flow cytometry assay provided highly reliable and specific detection of 1-5 CFU of Staphylococcus in 10 mL of spiked blood, after 16 hours of enrichment culture. Overall, the method developed herein presents advantages over the standard BSIs diagnostic methods, potentially contributing to an early and effective treatment of BSIs.
Collapse
Affiliation(s)
- Susana P Costa
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
- International Iberian Nanotechnology Laboratory (INL), Av. Mestre José Veiga s/n, 4715-330, Braga, Portugal
| | - Nicolina M Dias
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Luís D R Melo
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Joana Azeredo
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Sílvio B Santos
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Carla M Carvalho
- Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
- International Iberian Nanotechnology Laboratory (INL), Av. Mestre José Veiga s/n, 4715-330, Braga, Portugal.
| |
Collapse
|
38
|
Oberhettinger P, Zieger J, Autenrieth I, Marschal M, Peter S. Evaluation of two rapid molecular test systems to establish an algorithm for fast identification of bacterial pathogens from positive blood cultures. Eur J Clin Microbiol Infect Dis 2020; 39:1147-1157. [PMID: 32020397 PMCID: PMC7225181 DOI: 10.1007/s10096-020-03828-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 01/22/2020] [Indexed: 12/13/2022]
Abstract
Fast identification of pathogens directly from positive blood cultures is of highest importance to supply an adequate therapy of bloodstream infections (BSI). There are several platforms providing molecular-based identification, detection of antimicrobial resistance genes, or even a full antimicrobial susceptibility testing (AST). Two of such test systems allowing rapid diagnostics were assessed in this study: The Biofire FilmArray® and the Genmark ePlex®, both fully automated test system with a minimum of hands-on time. Overall 137 BSI episodes were included in our study and compared to conventional culture–based reference methods. The FilmArray® is using one catridge including a panel for the most common bacterial and fungal BSI pathogens as well as selected resistance markers. The ePlex® offers three different cartridges for detection of Gram-positives, Gram-negatives, and fungi resulting in a broader panel including also rare pathogens, putative contaminants, and more genetic resistance markers. The FilmArray® and ePlex® were evaluated for all 137 BSI episodes with FilmArray® detecting 119 and ePlex® detecting 128 of these. For targets on the respective panel of the system, the FilmArray® generated a sensitivity of 98.9% with 100% specificity on Gram-positive isolates. The ePlex® system generated a sensitivity of 94.7% and a specificity of 90.7% on Gram-positive isolates. In each case, the two systems performed with 100% sensitivity and specificity for the detection of Gram-negative specimens covered by each panel. In summary, both evaluated test systems showed a satisfying overall performance for fast pathogen identification and are beneficial tools for accelerating blood culture diagnostics of sepsis patients.
Collapse
Affiliation(s)
- Philipp Oberhettinger
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tübingen, Germany.
- German Center for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany.
| | - Jan Zieger
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tübingen, Germany
- German Center for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
| | - Ingo Autenrieth
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tübingen, Germany
- German Center for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
| | - Matthias Marschal
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tübingen, Germany
- German Center for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
| | - Silke Peter
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tübingen, Germany
- German Center for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
| |
Collapse
|
39
|
Samuel L. Direct Detection of Pathogens in Bloodstream During Sepsis: Are We There Yet? J Appl Lab Med 2019; 3:631-642. [DOI: 10.1373/jalm.2018.028274] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 11/07/2018] [Indexed: 12/22/2022]
Abstract
Abstract
Background
Advances in medicine have improved our understanding of sepsis, but it remains a major cause of morbidity and mortality. The detection of pathogens that cause sepsis remains a challenge for clinical microbiology laboratories.
Content
Routine blood cultures are time-consuming and are negative in a large proportion of cases, leading to excessive use of broad-spectrum antimicrobials. Molecular testing direct from patient blood without the need for incubation has the potential to fill the gaps in our diagnostic armament and complement blood cultures to provide results in a timely manner. Currently available platforms show promise but have yet to definitively address gaps in sensitivity and specificity.
Summary
Significant strides have been made in the detection of pathogens directly from blood. A number of hurdles, however, remain before this technology can be adapted for routine use.
Collapse
Affiliation(s)
- Linoj Samuel
- Department of Pathology and Laboratory Medicine, Clinical Microbiology Division, Henry Ford Health System, Detroit, MI
| |
Collapse
|
40
|
Jainlabdin MH, Batra A, Sánchez Paredes E, Hernández Hernández F, Fu G, Tovar-Torres J. Single-tube, dual channel pentaplexing for the identification of Candida strains associated with human infection. Sci Rep 2019; 9:14692. [PMID: 31604994 PMCID: PMC6788996 DOI: 10.1038/s41598-019-51198-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 09/23/2019] [Indexed: 12/29/2022] Open
Abstract
Invasive candidiasis is one of the most common nosocomial fungal infections worldwide. Delayed implementation of effective antifungal treatment caused by inefficient Candida diagnosis contributes to its notoriously high mortality rates. The availability of better Candida diagnostic tools would positively impact patient outcomes. Here, we report on the development of a single-tube, dual channel pentaplex molecular diagnostic assay based on Multiplex Probe Amplification (MPA) technology. It allows simultaneous identification of C. auris, C. glabrata and C. krusei, at species-level as well as of six additional albicans and non-albicans pathogenic Candida at genus level. The assay overcomes the one-channel one-biomarker limitation of qPCR-based assays. Assay specificities are conferred by unique biomarker probe pairs with characteristic melting temperatures; post-amplification melting curve analysis allows simple identification of the infectious agent. Alerting for the presence of C. auris, the well-characterised multi-drug resistant outbreak strain, will facilitate informed therapy decisions and aid antifungal stewardship. The MPA-Candida assay can also be coupled to a pan-Fungal assay when differentiation between fungal and bacterial infections might be desirable. Its multiplexing capacity, detection range, specificity and sensitivity suggest the potential use of this novel MPA-Candida assay in clinical diagnosis and in the control and management of hospital outbreaks.
Collapse
Affiliation(s)
- Mohd Hanif Jainlabdin
- Department of Biological Sciences, Royal Holloway University of London, Egham, Surrey, United Kingdom.,Faculty of Nursing, International Islamic University Malaysia, Kuala Lumpur, Malaysia
| | - Ambalika Batra
- Department of Biological Sciences, Royal Holloway University of London, Egham, Surrey, United Kingdom
| | | | | | | | - Jorge Tovar-Torres
- Department of Biological Sciences, Royal Holloway University of London, Egham, Surrey, United Kingdom.
| |
Collapse
|
41
|
Trung NT, Thau NS, Bang MH, Song LH. PCR-based Sepsis@Quick test is superior in comparison with blood culture for identification of sepsis-causative pathogens. Sci Rep 2019; 9:13663. [PMID: 31541157 PMCID: PMC6754458 DOI: 10.1038/s41598-019-50150-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 09/05/2019] [Indexed: 12/17/2022] Open
Abstract
Sepsis is an acute, often fatal syndrome that requires early diagnosis and proper treatment. Blood culture (BC) is the gold standard for the identification of pathogens, however it has marked limitations, including that it is time-consuming (delaying treatment) and can only detect microbes that readily grow under culture conditions. Alternatively, non-culture-based methodologies like polymerase chain reaction (PCR) are faster but also have limitations; e.g., the reaction is often inhibited by the abundance of human DNA and thus can only detect limited known target pathogens. In our previous publication, we have demonstrated a proof-of-concept of a simple pre-analytical tool to remove human DNA from patients’ blood specimens, hence allowing downstream PCRs to detect rare bacterial genetic materials. In the current study, we reported a better performance of a novel prototype diagnosis kit named Sepsis@Quick that combines human DNA removal step with real-time PCRs compared to blood-culture for identifying sepsis causative bacteria. Our data showed that Sepsis@Quick is superior to blood culture in which the novel diagnostic kit could identify more pathogens and even polymicrobial infection, faster and less influenced by the empirical administration of broad spectrum antibiotic therapy (single administration or combination of cephalosporin III and fluoroquinolon). Additionally, for the first time, we demonstrated that positive results achieved by Sepsis@Quick are significantly associated with a reduction of sepsis-related mortality.
Collapse
Affiliation(s)
- Ngo Tat Trung
- Vietnamese-German Center for Medical Research (VG-CARE), 108 Military Central Hospital, Hà Nội, Vietnam. .,Centre for Genetic Consultation and Cancer Screening, 108 Military Central Hospital, Hà Nội, Vietnam. .,Department of Molecular Biology, 108 Military Central Hospital, Hà Nội, Vietnam.
| | - Nguyen Sy Thau
- Vietnamese-German Center for Medical Research (VG-CARE), 108 Military Central Hospital, Hà Nội, Vietnam.,Faculty of Tropical and Infectious Diseases, 108 Military Central Hospital, Hà Nội, Vietnam
| | - Mai Hong Bang
- Vietnamese-German Center for Medical Research (VG-CARE), 108 Military Central Hospital, Hà Nội, Vietnam
| | - Le Huu Song
- Vietnamese-German Center for Medical Research (VG-CARE), 108 Military Central Hospital, Hà Nội, Vietnam. .,Faculty of Tropical and Infectious Diseases, 108 Military Central Hospital, Hà Nội, Vietnam.
| |
Collapse
|
42
|
Miller RR, Lopansri BK, Burke JP, Levy M, Opal S, Rothman RE, D'Alessio FR, Sidhaye VK, Aggarwal NR, Balk R, Greenberg JA, Yoder M, Patel G, Gilbert E, Afshar M, Parada JP, Martin GS, Esper AM, Kempker JA, Narasimhan M, Tsegaye A, Hahn S, Mayo P, van der Poll T, Schultz MJ, Scicluna BP, Klein Klouwenberg P, Rapisarda A, Seldon TA, McHugh LC, Yager TD, Cermelli S, Sampson D, Rothwell V, Newman R, Bhide S, Fox BA, Kirk JT, Navalkar K, Davis RF, Brandon RA, Brandon RB. Validation of a Host Response Assay, SeptiCyte LAB, for Discriminating Sepsis from Systemic Inflammatory Response Syndrome in the ICU. Am J Respir Crit Care Med 2019; 198:903-913. [PMID: 29624409 DOI: 10.1164/rccm.201712-2472oc] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
RATIONALE A molecular test to distinguish between sepsis and systemic inflammation of noninfectious etiology could potentially have clinical utility. OBJECTIVES This study evaluated the diagnostic performance of a molecular host response assay (SeptiCyte LAB) designed to distinguish between sepsis and noninfectious systemic inflammation in critically ill adults. METHODS The study employed a prospective, observational, noninterventional design and recruited a heterogeneous cohort of adult critical care patients from seven sites in the United States (n = 249). An additional group of 198 patients, recruited in the large MARS (Molecular Diagnosis and Risk Stratification of Sepsis) consortium trial in the Netherlands ( www.clinicaltrials.gov identifier NCT01905033), was also tested and analyzed, making a grand total of 447 patients in our study. The performance of SeptiCyte LAB was compared with retrospective physician diagnosis by a panel of three experts. MEASUREMENTS AND MAIN RESULTS In receiver operating characteristic curve analysis, SeptiCyte LAB had an estimated area under the curve of 0.82-0.89 for discriminating sepsis from noninfectious systemic inflammation. The relative likelihood of sepsis versus noninfectious systemic inflammation was found to increase with increasing test score (range, 0-10). In a forward logistic regression analysis, the diagnostic performance of the assay was improved only marginally when used in combination with other clinical and laboratory variables, including procalcitonin. The performance of the assay was not significantly affected by demographic variables, including age, sex, or race/ethnicity. CONCLUSIONS SeptiCyte LAB appears to be a promising diagnostic tool to complement physician assessment of infection likelihood in critically ill adult patients with systemic inflammation. Clinical trial registered with www.clinicaltrials.gov (NCT01905033 and NCT02127502).
Collapse
Affiliation(s)
- Russell R Miller
- 1 Intermountain Medical Center, Murray, Utah.,2 University of Utah School of Medicine, Salt Lake City, Utah
| | - Bert K Lopansri
- 1 Intermountain Medical Center, Murray, Utah.,2 University of Utah School of Medicine, Salt Lake City, Utah
| | - John P Burke
- 1 Intermountain Medical Center, Murray, Utah.,2 University of Utah School of Medicine, Salt Lake City, Utah
| | | | - Steven Opal
- 3 Brown University, Providence, Rhode Island
| | | | | | | | - Neil R Aggarwal
- 4 Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert Balk
- 5 Rush Medical College and Rush University Medical Center, Chicago, Illinois
| | - Jared A Greenberg
- 5 Rush Medical College and Rush University Medical Center, Chicago, Illinois
| | - Mark Yoder
- 5 Rush Medical College and Rush University Medical Center, Chicago, Illinois
| | - Gourang Patel
- 5 Rush Medical College and Rush University Medical Center, Chicago, Illinois
| | - Emily Gilbert
- 6 Loyola University Medical Center, Maywood, Illinois
| | - Majid Afshar
- 6 Loyola University Medical Center, Maywood, Illinois
| | | | - Greg S Martin
- 7 Grady Memorial Hospital and Emory University School of Medicine, Atlanta, Georgia
| | - Annette M Esper
- 7 Grady Memorial Hospital and Emory University School of Medicine, Atlanta, Georgia
| | - Jordan A Kempker
- 7 Grady Memorial Hospital and Emory University School of Medicine, Atlanta, Georgia
| | | | | | - Stella Hahn
- 8 Northwell Healthcare, New Hyde Park, New York
| | - Paul Mayo
- 8 Northwell Healthcare, New Hyde Park, New York
| | | | | | | | - Peter Klein Klouwenberg
- 10 Department of Intensive Care, University Medical Center Utrecht, Utrecht, the Netherlands; and
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Sheikhbahaei S, Mohammadi A, Sherkat R, Naeini AE, Yaran M, Najafi S. Invasive Fungal Infection in Febrile Patients with Hematologic Malignancies Undergoing Chemotherapy in Iran. Endocr Metab Immune Disord Drug Targets 2019; 19:302-307. [PMID: 30747087 DOI: 10.2174/1871530319666190211163245] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 05/15/2018] [Accepted: 01/02/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Patients with hematological malignancies undergoing cytotoxic chemotherapy are susceptible to develop invasive fungal infections particularly Aspergillus and Candida spp. Early detection of these infections is required to start immediate antifungal therapy and increase the survival of these patients. METHOD Our study included consecutive patients of any age with hematologic malignancies who were hospitalized to receive chemotherapy and suffer from persistent fever (rectal temperature >38.5°C) for more than 5 days despite receiving broad-spectrum antibiotics. A whole blood sample was taken and sent for blood culture. PCR was also conducted for Aspergillus and Candida species. RESULTS One hundred and two patients were investigated according to the inclusion criteria. The most common hematologic malignancy was AML affecting 38 patients (37.2%). Six patients were diagnosed with invasive fungal infections (A. fumigatus n=3, C. albicans n=2, A. flavus n=1) by PCR (5.8%) while blood culture showed fungus only in 1 patient. Three more cases were known as probable IFI since they responded to antifungal therapy but the PCR result was negative for them. AML was the most prevalent malignancy in IFI patients (83.3%) and odds ratio for severing neutropenia was 21.5. Odds for each of the baseline characteristics of patients including gender, age>60, diabetes mellitus, previous IFI, history of using more than 3 antibiotics, antifungal prophylaxis, episodes of chemotherapy> 8 and chemotherapy regimen of daunarubicin+cytarabine were calculated. CONCLUSION We found that multiplex real-time PCR assay is more accurate than blood culture in detecting fungal species and the results are prepared sooner. Among all factors, the only type of cancer (AML) and severe neutropenia, were found to be risk factors for the development of fungal infections in all hematologic cancer patients and previous IFI was a risk factor only AML patients.
Collapse
Affiliation(s)
- Saba Sheikhbahaei
- Acquired Immunodeficiency Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Mohammadi
- Acquired Immunodeficiency Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Roya Sherkat
- Acquired Immunodeficiency Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Emami Naeini
- Infectious Diseases and Tropical Medicine Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Majid Yaran
- Nosocomial Infection Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Somaye Najafi
- Acquired Immunodeficiency Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| |
Collapse
|
44
|
Pilarczyk K, Rath PM, Steinmann J, Thielmann M, Padosch SA, Dürbeck M, Jakob H, Dusse F. Multiplex polymerase chain reaction to diagnose bloodstream infections in patients after cardiothoracic surgery. BMC Anesthesiol 2019; 19:59. [PMID: 31014255 PMCID: PMC6480519 DOI: 10.1186/s12871-019-0727-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 04/03/2019] [Indexed: 12/29/2022] Open
Abstract
Background Sepsis and other infectious complications are major causes of mortality and morbidity in patients after cardiac surgery. Whereas conventional blood culture (BC) suffers from low sensitivity as well as a reporting delay of approximately 48–72 h, real-time multiplex polymerase chain reaction (PCR) based technologies like “SeptiFast” (SF) might offer a fast and reliable alternative for detection of bloodstream infections (BSI). The aim of this study was to compare the performance of SF with BC testing in patients suspected of having BSI after cardiac surgery. Methods Two hundred seventy-nine blood samples from 169 individuals with suspected BSI were analyzed by SF and BC. After excluding results attributable to contaminants, a comparison between the two groups were carried out. Receiver operating characteristic (ROC) curves were generated to determine the accuracy of clinical and laboratory values for the prediction of positive SF results. Results 14.7% (n = 41) of blood samples were positive using SF and 17.2% (n = 49) using BC (n.s. [p > 0.05]). In six samples SF detected more than one pathogen. Among the 47 microorganisms identified by SF, only 11 (23.4%) could be confirmed by BC. SF identified a higher number of Gram-negative bacteria than BC did (28 vs. 12, χ2 = 7.97, p = 0.005). The combination of BC and SF increased the number of detected microorganisms, including fungi, compared to BC alone (86 vs. 49, χ2 = 13.51, p < 0.001). C-reactive protein (CRP) (21.7 ± 11.41 vs. 16.0 ± 16.9 mg/dl, p = 0.009), procalcitonin (28.7 ± 70.9 vs. 11.5 ± 30.4 ng/dl, p = 0.015), and interleukin 6 (IL 6) (932.3 ± 1306.7 vs. 313.3 ± 686.6 pg/ml, p = 0.010) plasma concentrations were higher in patients with a positive SF result. Using ROC analysis, IL-6 (AUC 0.836) and CRP (AUC 0.804) showed the best predictive values for positive SF results. Conclusion The SF test represent a valuable method for rapid etiologic diagnosis of BSI in patients after cardiothoracic surgery. In particular this method applies for individuals with suspected Gram-negative blood stream. Due to the low performance in detecting Gram-positive pathogens and the inability to determine antibiotic susceptibility, it should be used in addition to BC only (Pilarczyk K, et al., Intensive Care Med Exp ,3(Suppl. 1):A884, 2015).
Collapse
Affiliation(s)
- Kevin Pilarczyk
- Department of Intensive Care Medicine, imland Klinik Rendsburg managed by Sana GmbH, Rendsburg, Germany.,Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Peter-Michael Rath
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Joerg Steinmann
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.,Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Nuremberg, Germany
| | - Matthias Thielmann
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Stephan A Padosch
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital of Cologne, Kerpener Str. 62, 50937, Köln, Germany
| | - Max Dürbeck
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Heinz Jakob
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Fabian Dusse
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital of Cologne, Kerpener Str. 62, 50937, Köln, Germany. .,Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.
| |
Collapse
|
45
|
Radmard S, Reid S, Ciryam P, Boubour A, Ho N, Zucker J, Sayre D, Greendyke WG, Miko BA, Pereira MR, Whittier S, Green DA, Thakur KT. Clinical Utilization of the FilmArray Meningitis/Encephalitis (ME) Multiplex Polymerase Chain Reaction (PCR) Assay. Front Neurol 2019; 10:281. [PMID: 30972012 PMCID: PMC6443843 DOI: 10.3389/fneur.2019.00281] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Accepted: 03/04/2019] [Indexed: 12/27/2022] Open
Abstract
Objective: To assess the clinical utilization and performance of the FilmArray® Meningitis/Encephalitis (ME) multiplex polymerase chain reaction (PCR) panel in a hospital setting. Background: Rapid diagnosis and treatment of central nervous system (CNS) infections are critical to reduce morbidity and mortality. The ME panel is a Food and Drug Administration (FDA) approved rapid multiplex PCR assay that targets 14 bacteria, viruses, and fungi. Previous studies show an overall agreement of 93–99% between the ME panel and conventional diagnostic testing. However, few studies have evaluated the clinical implementation of the ME assay, which is available for routine use at our institution. Methods: We performed a single center retrospective chart review of inpatients who underwent ME panel testing from August 2016 to May 2017. Clinical, radiologic, and laboratory data were reviewed to determine the clinical significance of results. Indication for lumbar puncture (LP), time to results of the ME panel, and duration of antimicrobial therapy were evaluated. Results: Seven hundred and five inpatients underwent ME testing, of whom 480 (68.1%) had clinical suspicion for CNS infection with 416 (59.0%) receiving empiric antimicrobial treatment for CNS infection. The median time-to-result of the ME panel was 1.5 h (IQR, 1.4–1.7). Overall agreement between the ME panel results and clinico-laboratory assessment was 98.2%. Forty-five patients tested positive by ME, of which 12 (26.6%) were determined likely to be clinically insignificant. Conclusions: Routine availability of the ME panel led to overutilization of diagnostic test ordering, as demonstrated by the fact that over one-third of ME panel tests performed were ordered for patients with little or no suspicion for CNS infection. The median time from LP to ME panel result was 1.5 h (IQR, 1.4–1.7). The ME panel's rapid turn-around time contributed to the overuse of the test. Approximately one-quarter of positive ME results were deemed clinically insignificant, though the impact of these positive results requires additional evaluation. Twenty-four and forty-eight hours after the ME panel resulted, 68 and 25% of patients started on empiric therapy remained on antibiotics, respectively. The median time from diagnosis to discontinuation and/or narrowing of antibiotic coverage was 25.6 h (IQR, 3.6–42.5). Further consideration of the appropriate indications for use of the ME panel in clinical settings is required.
Collapse
Affiliation(s)
- Sara Radmard
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
| | - Savina Reid
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
| | - Prajwal Ciryam
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
| | - Alexandra Boubour
- Department of Infection Prevention and Control, New York Presbyterian Hospital, New York, NY, United States
| | - Nhan Ho
- Gertrude H. Sergievsky Center, Columbia University Irving Medical Center, New York, NY, United States
| | - Jason Zucker
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Dean Sayre
- Mailman School of Public Health, Columbia University, New York, NY, United States
| | - William G Greendyke
- Department of Infection Prevention and Control, New York Presbyterian Hospital, New York, NY, United States.,Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Benjamin A Miko
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Marcus R Pereira
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Susan Whittier
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, United States
| | - Daniel A Green
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, United States
| | - Kiran T Thakur
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States
| |
Collapse
|
46
|
Ideal and Actual Impact of Rapid Diagnostic Testing and Antibiotic Stewardship on Antibiotic Prescribing and Clinical Outcomes in Children With Positive Blood Cultures. Pediatr Infect Dis J 2019; 38:131-137. [PMID: 29750765 DOI: 10.1097/inf.0000000000002102] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Implementing matrix-assisted laser desorption ionization-time of flight and multiplex polymerase chain reaction has been associated with decreased mortality and hospital length of stay in adults, but the impact in pediatrics is less understood. METHODS This pre-post quasi-experimental study compared antibiotic prescribing for positive blood cultures in patients ≤21 years of age collected in 2012 (preintervention) and in 2015 (after matrix-assisted laser desorption ionization-time of flight/multiplex polymerase chain reaction). Time to effective and optimal antimicrobial therapy was evaluated using Cox proportional hazards regression. Time to ideal optimal therapy was estimated as the earliest potential initiation of optimal therapy. Antibiotic use and clinical outcomes were measured. RESULTS There were 242 and 192 positive monomicrobial blood cultures in 2012 and 2015, respectively. Postintervention, time to optimal therapy (73.8 vs. 48.8 hours; P < 0.001) and organism identification (55.6 vs. 29.5 hours; P < 0.001) were reduced, and patients were more likely to receive optimal therapy by 7 days (hazard ratio, 1.85; P < 0.001). In the ideal scenario in 2015, there was an 8.8-hour delay in initiating optimal therapy based on the time that sufficient microbiologic data were available. Postintervention, time to effective therapy (2.8 vs. 2.7 hours; P = 0.782) and clinical outcomes did not differ. Unnecessary antibiotic duration for probable contaminants (skin flora) (43.1 vs. 29.7 hours; P = 0.027), vancomycin for methicillin-sensitive Staphylococcus aureus (54.0 vs. 41.3 hours; P = 0.008) and nonpenicillin/ampicillin antibiotics for group A Streptococcus, group B Streptococcus and Enterococcus faecalis (87.2 vs. 33.4 hours; P < 0.001) were reduced postintervention. CONCLUSIONS Rapid diagnostics reduced time to optimal antimicrobial therapy and unnecessary antibiotic use without worse clinical outcomes.
Collapse
|
47
|
Honarvar B, Bagheri Lankarani K, Taghavi M, Vahedi G, Mortaz E. Biomarker-guided antifungal stewardship policies for patients with invasive candidiasis. Curr Med Mycol 2018; 4:37-44. [PMID: 30815616 PMCID: PMC6386506 DOI: 10.18502/cmm.4.4.385] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/10/2018] [Accepted: 01/02/2018] [Indexed: 02/05/2023] Open
Abstract
Invasive fungal infections (IFIs) are among the life-threatening issues in patients with impaired immune system. High administration of antifungals in these patients imposes a heavy economic burden on the national health system. In addition, despite the usually expensive antifungal regimens, the mortality rate due to fungal infections is still high, resulting in the loss of hundreds of lives per year. Survival rate is an indicator of the success of national healthcare policies. Early diagnosis of IFI is critical because any delays may be fatal. The weakness of the old-fashioned culture-based diagnostic methods lies in their time-consuming laboratory procedures. To overcome this problem, several diagnostic approaches have been developed to facilitate the early diagnosis of invasive candidiasis as the most prevalent IFI. These methods are based on the detection of serologic and molecular footprints. However, nowadays, antibiotic resistance and proper and cost-effective use of antibiotics are given special attention in national healthcare policies. The instructions for controlling these indices have been collected under the name of antibiotic stewardship. The present review study was targeted toward providing insight into novel diagnostic biomarkers and antifungal stewardship programs. The simultaneous investigation of these two issues facilitates the achievement of a novel health policy for the treatment of systemic candidiasis in immunocompromised patients.
Collapse
Affiliation(s)
- Behnam Honarvar
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kamran Bagheri Lankarani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mehdi Taghavi
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Mycology Research Center, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Ghasem Vahedi
- Mycology Research Center, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Esmaeil Mortaz
- Department of Immunology, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Sciences, Utrecht University, Utrecht, the Netherlands
| |
Collapse
|
48
|
García J, Pemán J. [Microbiological diagnosis of invasive mycosis]. Rev Iberoam Micol 2018; 35:179-185. [PMID: 30471895 DOI: 10.1016/j.riam.2018.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Revised: 04/11/2018] [Accepted: 05/08/2018] [Indexed: 11/17/2022] Open
Abstract
The prognosis of invasive fungal infections (IFI) depends on the speed of diagnosis and treatment. Conventional diagnostic methods are of low sensitivity, laborious and too slow, leading to the need for new, faster, and more efficient diagnostic strategies. There are several techniques for diagnosing a candidemia that are faster than the conventional blood culture (BC). Once yeast growth in BC is detected, species identification can be speeded up by mass spectrometry (30minutes), commercialised molecular techniques (60-80minutes) or fluorescent in situ hybridization (90minutes). The combined detection of biomarkers (antimicellium, mannan and anti-mannan or β-glucan) has shown to be of greater use than their individual use. Commercialised nucleic acid amplification techniques (Septifast®, T2Candida®) are very reliable alternatives to BC. The detection of the capsular antigen of Cryptococcus, by means of latex agglutination or immuno-chromatography, is a valuable technique for cryptococcosis diagnosis. Direct microscopic examination and culture of representative specimens is used for the conventional diagnosis of IFI by filamentous fungi. Detection of galactomannan and β-glucan are considered diagnostic criteria for probable invasive aspergillosis and probable IFI, respectively, despite the lack of specificity of the latter. The detection of fungal volatile organic compounds in breath is an interesting diagnostic strategy in pulmonary infections. Although widely used, nucleic acid detection techniques are not considered diagnostic criteria for IFIs caused by moulds in consensus documents, due to their lack of standardisation. However, they are the only alternative to culture methods in invasive infections by Scedosporium/Lomentospora, Fusarium, zygomycetes, or dematiaceous fungi.
Collapse
Affiliation(s)
- Julio García
- Servicio de Microbiología, Hospital Universitario La Paz, Madrid, España
| | - Javier Pemán
- Servicio de Microbiología, Hospital Universitari i Politècnic La Fe, Valencia, España.
| |
Collapse
|
49
|
Wu F, Bethke JH, Wang M, You L. Quantitative and synthetic biology approaches to combat bacterial pathogens. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2018; 4:116-126. [PMID: 30263975 DOI: 10.1016/j.cobme.2017.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Antibiotic resistance is one of the biggest threats to public health. The rapid emergence of resistant bacterial pathogens endangers the efficacy of current antibiotics and has led to increasing mortality and economic burden. This crisis calls for more rapid and accurate diagnosis to detect and identify pathogens, as well as to characterize their response to antibiotics. Building on this foundation, treatment options also need to be improved to use current antibiotics more effectively and develop alternative strategies that complement the use of antibiotics. We here review recent developments in diagnosis and treatment of bacterial pathogens with a focus on quantitative biology and synthetic biology approaches.
Collapse
Affiliation(s)
- Feilun Wu
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, 27708, USA
| | - Jonathan H Bethke
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, NC 27710, USA
| | - Meidi Wang
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, 27708, USA
| | - Lingchong You
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, 27708, USA.,Department of Molecular Genetics and Microbiology, Duke University School of Medicine, NC 27710, USA.,Center for Genomic and Computational Biology, Duke University, Durham, North Carolina, 27708, USA
| |
Collapse
|
50
|
Schembri J, Gillis HD, Lang ALS, Warhuus M, Martin I, Demczuk W, ElSherif M, McNeil SA, LeBlanc JJ. Multi-target plasmid controls for conventional and real-time PCR-based serotyping of Streptococcus pneumoniae. Plasmid 2018; 98:45-51. [PMID: 30217467 DOI: 10.1016/j.plasmid.2018.09.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 09/10/2018] [Accepted: 09/10/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Serotyping of Streptococcus pneumoniae is an integral part of disease surveillance, with over 92 serotypes characterized to date using traditional serotyping. To identify the most predominant disease causing serotypes, molecular serotyping methods are now increasingly being used, like conventional and real-time multiplex PCR (cmPCR and rmPCR, respectively). Given that cmPCR consists of eight reactions spanning 41 targets, and rmPCR consists of seven triplex reactions, standardizing positive controls for these assays is challenging. As such, a 43-target plasmid for cmPCR (pSpn-CM1) and a 23 target plasmid for rmPCR (pSpn-RM1) were designed and validated. METHODS Plasmid pSpn-RM1 was designed and synthesized as chimeric DNA sequences to include all PCR target primer binding sites sequences for cmPCR. Plasmid pSpn-RM1 consisted of all primer and probe sequences required for rmPCR. Additional targets (lytA and cpsA) were included in both plasmids for quantification, following their propagation and purification from Escherichia coli. RESULTS When tested using the cmPCR reactions, all targets could be reproducibly be detected using pSpn-CM1 as template, with good amplicon visibility at a concentration of 1.4 (± 0.3) × 105 copies/ml was used. For the rmPCR reactions, all targets were reproducibly amplified with a concentration of 1.1 (± 0.2) × 104 copies/ml of pSpn-RM1, and the PCR efficiency for each target was equivalent to DNA extracted from representative S. pneumoniae serotypes. CONCLUSIONS These quantifiable multi-target plasmids simplify the preparation of controls for PCR-based serotyping of S. pneumoniae, and methods herein could be extended to other highly multiplexed PCR assays.
Collapse
Affiliation(s)
- Jack Schembri
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Hayley D Gillis
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Amanda L S Lang
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Michelle Warhuus
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Irene Martin
- Streptococci and STI Unit, National Microbiology Laboratory (NML), Public Health Agency of Canada (PHAC), Winnipeg, Manitoba, Canada
| | - Walter Demczuk
- Streptococci and STI Unit, National Microbiology Laboratory (NML), Public Health Agency of Canada (PHAC), Winnipeg, Manitoba, Canada
| | - May ElSherif
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Shelly A McNeil
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada
| | - Jason J LeBlanc
- Canadian Center for Vaccinology (CCfV) Dalhousie University, IWK Health Centre, and Nova Scotia Health Authority (NSHA), Halifax, Nova Scotia, Canada.
| |
Collapse
|