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Olorunleke SO, Kirchner M, Duggett N, Stevens K, Chah KF, Nwanta JA, Brunton LA, Anjum MF. Rapid detection and molecular epidemiology of β-lactamase producing Enterobacteriaceae isolated from food animals and in-contact humans in Nigeria. PLoS One 2024; 19:e0289190. [PMID: 38603727 PMCID: PMC11008865 DOI: 10.1371/journal.pone.0289190] [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: 07/12/2023] [Accepted: 01/02/2024] [Indexed: 04/13/2024] Open
Abstract
The emergence and spread of β-lactamase-producing Enterobacteriaceae poses a significant threat to public health, necessitating the rapid detection and investigation of the molecular epidemiology of these pathogens. We modified a multiplex real-time (RT)-PCR to concurrently detect β-lactamase genes (blaCTX-M, blaTEM, and blaSHV) and Enterobacteriaceae 16S ribosomal RNA. qPCR probes and primers were validated using control isolates, and the sensitivity and specificity assessed. The optimised multiplex qPCR was used to screen 220 non-clinical Enterobacteriaceae from food animals and in-contact humans in Southeast Nigeria selected on cefotaxime-supplemented agar plates. Binary logistic regression was used to explore factors associated with the presence of the blaTEM and blaSHV genes in these isolates, and a subset of isolates from matched sampling sites and host species were whole genome sequenced, and their antimicrobial resistance (AMR) and plasmid profiles determined. The sensitivity and specificity of the qPCR assay was 100%. All isolates (220/220) were positive for Enterobacteriaceae ribosomal 16S rRNA and blaCTX-M, while 66.4% (146/220) and 9% (20/220) were positive for blaTEM and blaSHV, respectively. The prevalence of blaTEM and blaSHV varied across different sampling sites (farm, animal market and abattoirs). Isolates from Abia state were more likely to harbour blaTEM (OR = 2.3, p = 0.04) and blaSHV (OR = 5.12,p = 0.01) than isolates from Ebonyi state; blaTEM was more likely to be detected in isolates from food animals than humans (OR = 2.34, p = 0.03), whereas the reverse was seen for blaSHV (OR = 7.23, p = 0.02). Furthermore, Klebsiella and Enterobacter isolates harboured more AMR genes than Escherichia coli, even though they were isolated from the same sample. We also identified pan resistant Klebsiella harbouring resistance to ten classes of antimicrobials and disinfectant. Therefore, we recommend ESKAPE pathogens are included in AMR surveillance in future and suggest qPCRs be utilised for rapid screening of Enterobacteriaceae from human and animal sources.
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Affiliation(s)
- Solomon Olabiyi Olorunleke
- Department of Bacteriology, Animal and Plant Health Agency, Weybridge, Surrey, United Kingdom
- Veterinary Epidemiology, Economics and Public Health Group, Department of Pathobiology and Population Sciences, Royal Veterinary College, London, United Kingdom
- Department of Veterinary Public Health and Preventive Medicine, University of Nigeria Nsukka, Enugu, Nigeria
| | - Miranda Kirchner
- Department of Bacteriology, Animal and Plant Health Agency, Weybridge, Surrey, United Kingdom
| | - Nicholas Duggett
- Department of Bacteriology, Animal and Plant Health Agency, Weybridge, Surrey, United Kingdom
| | - Kim Stevens
- Veterinary Epidemiology, Economics and Public Health Group, Department of Pathobiology and Population Sciences, Royal Veterinary College, London, United Kingdom
| | - Kennedy F. Chah
- Department of Veterinary Pathology and Microbiology, University of Nigeria Nsukka, Enugu, Nigeria
| | - John A. Nwanta
- Department of Veterinary Public Health and Preventive Medicine, University of Nigeria Nsukka, Enugu, Nigeria
| | - Lucy A. Brunton
- Veterinary Epidemiology, Economics and Public Health Group, Department of Pathobiology and Population Sciences, Royal Veterinary College, London, United Kingdom
| | - Muna F. Anjum
- Department of Bacteriology, Animal and Plant Health Agency, Weybridge, Surrey, United Kingdom
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The Accuracy of 16S rRNA Polymerase Chain Reaction for the Diagnosis of Neonatal Sepsis: A Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2021; 2021:5550387. [PMID: 34095300 PMCID: PMC8140837 DOI: 10.1155/2021/5550387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 04/29/2021] [Indexed: 11/18/2022]
Abstract
Objective To determine the accuracy of 16S rRNA polymerase chain reaction (PCR) for the diagnosis of neonatal sepsis through a systematic review and meta-analysis. Methods Studies involving 16S rRNA PCR tests for the diagnosis of neonatal sepsis were searched in the PubMed, Medline, Embase, and Cochrane Library databases. The methodological quality of the identified studies was evaluated using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2), and the sensitivity, the specificity, the positive likelihood ratio (PLR), the negative likelihood ratio (NLR), the diagnostic odds ratio (DOR), and the area under the curve (AUC) of operator characteristic (SROC) curves were determined. Heterogeneity between studies was analyzed by metaregression. Stata 14.0 and Meta-disc 1.4 software were used for the analyses. Results This meta-analysis included 19 related studies. The analysis found a sensitivity of 0.98 (95% CI: 0.85-1), specificity of 0.94 (95% CI: 0.87-0.97), PLR of 16.0 (95% CI: 7.6-33.9), NLR of 0.02 (95% CI: 0.00-0.18), DOR of 674 (95% CI: 89-5100), and AUC of 0.99 (95% CI: 0.97-0.99). Metaregression analysis identified Asian countries, arterial blood in blood samples, and sample size > 200 as the main sources of heterogeneity. This meta-analysis did not uncover publication bias. Sensitivity analysis showed that the study was robust. Fagan's nomogram results showed clinical usability. Conclusions The results from this meta-analysis indicate that 16S rRNA PCR testing is effective for the rapid diagnosis of neonatal sepsis.
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Hammerling MJ, Yoesep DJ, Jewett MC. Single enzyme RT-PCR of full-length ribosomal RNA. Synth Biol (Oxf) 2020; 5:ysaa028. [PMID: 33409375 PMCID: PMC7772474 DOI: 10.1093/synbio/ysaa028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 11/06/2020] [Accepted: 11/16/2020] [Indexed: 11/14/2022] Open
Abstract
The ribosome is a two-subunit, macromolecular machine composed of RNA and proteins that carries out the polymerization of α-amino acids into polypeptides. Efforts to engineer ribosomal RNA (rRNA) deepen our understanding of molecular translation and provide opportunities to expand the chemistry of life by creating ribosomes with altered properties. Toward these efforts, reverse transcription PCR (RT-PCR) of the entire 16S and 23S rRNAs, which make up the 30S small subunit and 50S large subunit, respectively, is important for isolating desired phenotypes. However, reverse transcription of rRNA is challenging due to extensive secondary structure and post-transcriptional modifications. One key challenge is that existing commercial kits for RT-PCR rely on reverse transcriptases that lack the extreme thermostability and processivity found in many commercial DNA polymerases, which can result in subpar performance on challenging templates. Here, we develop methods employing a synthetic thermostable reverse transcriptase (RTX) to enable and optimize RT-PCR of the complete Escherichia coli 16S and 23S rRNAs. We also characterize the error rate of RTX when traversing the various post-transcriptional modifications of the 23S rRNA. We anticipate that this work will facilitate efforts to study and characterize many naturally occurring long RNAs and to engineer the translation apparatus for synthetic biology.
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Affiliation(s)
- Michael J Hammerling
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
| | - Danielle J Yoesep
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
| | - Michael C Jewett
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
- Simpson Querrey Institute, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
- Chemistry of Life Processes Institute, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
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Tsuji H, Matsuda K, Nomoto K. Counting the Countless: Bacterial Quantification by Targeting rRNA Molecules to Explore the Human Gut Microbiota in Health and Disease. Front Microbiol 2018; 9:1417. [PMID: 30008707 PMCID: PMC6033970 DOI: 10.3389/fmicb.2018.01417] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 06/08/2018] [Indexed: 12/12/2022] Open
Abstract
Over the past decade, the advent of next-generation-sequencing tools has revolutionized our approach to understanding the human gut microbiota. However, numerical data on the gut bacterial groups-particularly low-cell-count microbiota, such as indigenous pathobionts, that are otherwise important components of the microbiota-are relatively limited and disparate. As a result, the comprehensive quantitative structure of the human gut microbiota still needs to be fully defined and standardized. With the aim of filling this knowledge gap, we have established a highly sensitive quantitative analytical system that is based on reverse transcription-quantitative PCR and targets microbial rRNA molecules. The system has already been validated in the precise, sensitive, and absolute quantification of more than 70 target bacterial groups belonging to various human gut bacterial clades, including predominant obligate and facultative anaerobes. The system demonstrates sensitivity several hundred times greater than that of other rRNA-gene-targeting methods. It is thus an efficient and valuable tool for exhaustive analysis of gut microbiota over a wide dynamic range. Using this system, we have to date quantified the gut microbiota of about 2,000 healthy Japanese subjects ranging in age from 1 day to over 80 years. By integrating and analyzing this large database, we came across several novel and interesting features of the gut microbiota, which we discuss here. For instance, we demonstrated for the first time that the fecal counts of not only the predominant bacterial groups but also those at lower cell counts conform to a logarithmically normal distribution. In addition, we revealed several interesting quantitative differences in the gut microbiota of people from different age groups and countries and with different diseases. Because of its high analytic sensitivity, the system has also been applied successfully to other body niches, such as in characterizing the vaginal microbiota, detecting septicemia, and monitoring bacterial translocation. Here, we present a quantitative perspective on the human gut microbiota and review some of the novel microbial insights revealed by employing this promising analytical approach.
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Affiliation(s)
- Hirokazu Tsuji
- Basic Research Department, Yakult Central Institute, Tokyo, Japan
| | - Kazunori Matsuda
- Yakult Honsha European Research Center for Microbiology ESV, Gent-Zwijnaarde, Belgium
| | - Koji Nomoto
- Basic Research Department, Yakult Central Institute, Tokyo, Japan
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Abstract
BACKGROUND Microbial cultures for diagnosis of neonatal sepsis have low sensitivity and reporting delay. Advances in molecular microbiology have fostered new molecular assays that are rapid and may improve neonatal outcomes. OBJECTIVES To assess the diagnostic accuracy of various molecular methods for the diagnosis of culture-positive bacterial and fungal sepsis in neonates and to explore heterogeneity among studies by analyzing subgroups classified by gestational age and type of sepsis onset and compare molecular tests with one another. SEARCH METHODS We performed the systematic review as recommended by the Cochrane Diagnostic Test Accuracy Working Group. On 19 January 2016, we searched electronic bibliographic databases (the Cochrane Library, PubMed (from 1966), Embase (from 1982), and CINAHL (from 1982)), conference proceedings of the Pediatric Academic Societies annual conference (from 1990), clinical trial registries (ClinicalTrials.gov, International Standard Randomised Controlled Trial Number (ISRCTN) registry, and World Health Organization (WHO) International Clinical Trials Platform (ICTRP) Search portal), and Science Citation Index. We contacted experts in the field for studies. SELECTION CRITERIA We included studies that were prospective or retrospective, cohort or cross-sectional design, which evaluated molecular assays (index test) in neonates with suspected sepsis (participants) in comparison with microbial cultures (reference standard). DATA COLLECTION AND ANALYSIS Two review authors independently assessed the methodologic quality of the studies and extracted data. We performed meta-analyses using the bivariate and hierarchical summary receiver operating characteristic (HSROC) models and entered data into Review Manager 5. MAIN RESULTS Thirty-five studies were eligible for inclusion and the summary estimate of sensitivity was 0.90 (95% confidence interval (CI) 0.82 to 0.95) and of specificity was 0.93 (95% CI 0.89 to 0.96) (moderate quality evidence). We explored heterogeneity by subgroup analyses of type of test, gestational age, type of sepsis onset, and prevalence of sepsis and we did not find sufficient explanations for the heterogeneity (moderate to very low quality evidence). Sensitivity analyses by including studies that analyzed blood samples and by good methodology revealed similar results (moderate quality evidence). AUTHORS' CONCLUSIONS Molecular assays have the advantage of producing rapid results and may perform well as 'add-on' tests.
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Affiliation(s)
- Mohan Pammi
- Baylor College of MedicineSection of Neonatology, Department of Pediatrics6621, Fannin, MC.WT 6‐104HoustonTexasUSA77030
| | - Angela Flores
- Pediatrix Medical Group ‐ NW Houston Practice9250 Pinecroft St.The WoodlandsTexasUSA77380
| | - James Versalovic
- Texas Children’s Hospital and Baylor College of MedicinePathologyHoustonTexasUSA
| | - Mariska MG Leeflang
- Academic Medical Center, University of AmsterdamDepartment of Clinical Epidemiology, Biostatistics and BioinformaticsP.O. Box 22700AmsterdamNetherlands1100 DE
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Brennecke J, Kraut S, Zwadlo K, Gandi SK, Pritchard D, Templeton K, Bachmann T. High-yield extraction of Escherichia coli RNA from human whole blood. J Med Microbiol 2017; 66:301-311. [PMID: 28126043 DOI: 10.1099/jmm.0.000439] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Studies of bacterial transcriptomics during bloodstream infections are limited to-date because unbiased extraction of bacterial mRNA from whole blood in sufficient quantity and quality has proved challenging. Problems include the high excess of human cells, the presence of PCR inhibitors and the short intrinsic half-life of bacterial mRNA. This study aims to provide a framework for the choice of the most suitable sample preparation method. METHODOLOGY Escherichia coli cells were spiked into human whole blood and the bacterial gene expression was stabilized with RNAprotect either immediately or after lysis of the red blood cells with Triton X-100, saponin, ammonium chloride or the commercial MolYsis buffer CM. RNA yield, purity and integrity were assessed by absorbance measurements at 260 and 280 nm, real-time PCR and capillary electrophoresis. RESULTS For low cell numbers, the best mRNA yields were obtained by adding the commercial RNAprotect reagent directly to the sample without prior lyses of the human blood cells. Using this protocol, significant amounts of human RNA were co-purified, however, this had a beneficial impact on the yields of bacterial mRNA. Among the tested lysis agents, Triton X-100 was the most effective and reduced the human RNA background by three to four orders of magnitude. CONCLUSION For most applications, lysis of the human blood cells is not required. However, co-purified human RNA may interfere with some downstream processes such as RNA sequencing. In this case, blood cell lysis with Triton X-100 is desirable.
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Affiliation(s)
- Johannes Brennecke
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
| | - Simone Kraut
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK.,AG Aus- und Weiterbildung, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Klara Zwadlo
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK.,AG Aus- und Weiterbildung, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Senthil Kumar Gandi
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
| | | | | | - Till Bachmann
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
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Midan DA, Abo El Fotoh WMM, El Shalakany AH. The potential role of incorporating real-time PCR and DNA sequencing for amplification and detection of 16S rRNA gene signatures in neonatal sepsis. J Matern Fetal Neonatal Med 2016; 30:1476-1483. [PMID: 27484181 DOI: 10.1080/14767058.2016.1219994] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVES This study aimed to explore whether 16S rRNA gene amplification by real time PCR and sequencing could serve as genetic-based methods in rapid and accurate diagnosis of neonatal sepsis. PATIENTS AND METHODS This case control study was conducted on 40 neonates suffering from sepsis like manifestations recruited from the neonatal intensive care unit of Menoufia university hospital over a period of 6 months. Their blood samples were used for paired analysis of bacterial growth using BACTEC 9050 instrument and real time PCR assay with subsequent DNA sequencing for bacterial species identification. RESULTS The detection rate of culture proven sepsis was 70%. By using real time 16S r RNA PCR amplification method, the detection of bacteria was improved to 80%. Real time PCR revealed sensitivity, specificity, positive predictive value and negative predictive value of [100%, 66.7%, 87.5% and 100%] respectively. Compared to culture, the 16S rRNA real time PCR demonstrated a high negative value for ruling out neonatal sepsis. There was significant statistical difference between the PCR positive and negative cases as regards the hematological sepsis score. The results demonstrated the ability of DNA sequencing to recognize 4 pathogens which were negative by blood culture. The time consumed to detect sepsis using blood culture was up to 5 days while it took up to 16 h only by PCR and sequencing methods. CONCLUSION 16S rRNA gene amplification by real time PCR and sequence analysis could be served as ideal and reliable genetic-based methods to diagnose and rule out sepsis with provision of additional data that cannot be obtained by routine laboratory tests with a shorter turnaround time than those with culture-based protocols.
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Affiliation(s)
- Dina A Midan
- a Department of Pediatrics , Faculty of Medicine, Menoufia University , Shebin el kom , Menoufia , Egypt and
| | | | - Abeer H El Shalakany
- b Department of Clinical Pathology , Faculty of Medicine, Menoufia University , Shebin el kom , Menoufia , Egypt
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Linardy EM, Erskine SM, Lima NE, Lonergan T, Mokany E, Todd AV. EzyAmp signal amplification cascade enables isothermal detection of nucleic acid and protein targets. Biosens Bioelectron 2016; 75:59-66. [DOI: 10.1016/j.bios.2015.08.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 08/04/2015] [Accepted: 08/11/2015] [Indexed: 11/29/2022]
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Abstract
This cross-sectional study was done to evaluate diagnostic efficacy of urine nested polymerase chain reaction (PCR) using broad-range 16SrDNA PCR-based amplification, followed by restriction analysis and sequencing in neonatal septicemia. The study included 50 babies; 48% had vaginal delivery, 46% were preterm, 20% had a history of prolonged rupture of membranes and 56% were low birth weight (≤2500 g). Clinical presentations were lethargy (96%), respiratory distress (80%) and bleeding diathesis (16%). Absolute neutrophil count <1800/mm(3) was observed in 60%, and positive C-reactive protein in 46%. Thirty neonates had positive blood culture, and Klebsiella pneumoniae (22%) was the predominant organism. Nested urine PCR was positive in 38 (76%) and detected bacterial DNA in 8 neonates with negative blood cultures. The sensitivity, specificity, positive predictive value, negative predictive value and accuracy of nested PCR were 100, 60, 78.9, 100 and 84%, respectively, compared with blood culture. Nested PCR can detect most bacteria in single assay and identify unusual and unexpected causal agents.
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Affiliation(s)
- B K Das
- Department of Paediatrics, Institute of Medical Sciences, Banaras Hindu University, Varanasi 221005, India
| | - Shipra Suri
- Department of Paediatrics, Institute of Medical Sciences, Banaras Hindu University, Varanasi 221005, India
| | - Gopal Nath
- Department of Microbiology, Institute of Medical Sciences, Banaras Hindu University, Varanasi 221005, India
| | - Rajniti Prasad
- Department of Paediatrics, Institute of Medical Sciences, Banaras Hindu University, Varanasi 221005, India
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Su G, Fu Z, Hu L, Wang Y, Zhao Z, Yang W. 16S Ribosomal Ribonucleic Acid Gene Polymerase Chain Reaction in the Diagnosis of Bloodstream Infections: A Systematic Review and Meta-Analysis. PLoS One 2015; 10:e0127195. [PMID: 25996771 PMCID: PMC4440735 DOI: 10.1371/journal.pone.0127195] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Accepted: 04/12/2015] [Indexed: 01/08/2023] Open
Abstract
Objective We aim to evaluate the accuracy of the 16S ribosomal ribonucleic acid (rRNA) gene polymerase chain reaction (PCR) test in the diagnosis of bloodstream infections through a systematic review and meta-analysis. Methods A computerized literature search was conducted to identify studies that assessed the diagnostic value of 16S rRNA gene PCR test for bloodstream infections. Study quality was assessed using the revised Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. We calculated the sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR) and their 95% confidence intervals (95% CI) for each study. Summary receiver operating characteristic (SROC) curve was used to summarize overall test performance. Statistical analysis was performed in Meta-DiSc 1.4 and Stata/SE 12.0 software. Results Twenty-eight studies were included in our meta-analysis. Using random-effect model analysis, the pooled sensitivity, specificity, PLR, NLR, and DOR were 0.87 (95% CI, 0.85–0.89), 0.94 (95% CI, 0.93–0.95), 12.65 (95% CI, 8.04–19.90), 0.14 (95% CI, 0.08–0.24), and 116.76 (95% CI, 52.02–262.05), respectively. The SROC curve indicated that the area under the curve (AUC) was 0.9690 and the maximum joint sensitivity and specificity (Q*) was 0.9183. In addition, heterogeneity was statistically significant but was not caused by the threshold effect. Conclusion Existing data suggest that 16S rRNA gene PCR test is a practical tool for the rapid screening of sepsis. Further prospective studies are needed to assess the diagnostic value of PCR amplification and DNA microarray hybridization of 16S rRNA gene in the future.
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Affiliation(s)
- Guoming Su
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical College, Dongguan, China
| | - Zhuqing Fu
- Department of Microbiology and Immunology, Guangdong Medical College, Zhanjiang, China
| | - Liren Hu
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Medical College, Zhanjiang, China
| | - Yueying Wang
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical College, Dongguan, China
| | - Zuguo Zhao
- Department of Microbiology and Immunology, Guangdong Medical College, Zhanjiang, China
| | - Weiqing Yang
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical College, Dongguan, China
- * E-mail:
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Kurakawa T, Ogata K, Tsuji H, Kado Y, Takahashi T, Kida Y, Ito M, Okada N, Nomoto K. Establishment of a sensitive system for analysis of human vaginal microbiota on the basis of rRNA-targeted reverse transcription-quantitative PCR. J Microbiol Methods 2015; 111:93-104. [PMID: 25661498 DOI: 10.1016/j.mimet.2015.01.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Revised: 01/26/2015] [Accepted: 01/26/2015] [Indexed: 10/24/2022]
Abstract
Ten specific primer sets, for Lactobacillus gasseri, Lactobacillus crispatus, Atopobium vaginae, Gardnerella vaginalis, Mobiluncus curtisii, Chlamydia trachomatis/muridarum, Bifidobacterium longum subsp. longum, Bifidobacterium longum subsp. infantis, Bifidobacterium adolescentis, and Bifidobacterium angulatum, were developed for quantitative analysis of vaginal microbiota. rRNA-targeted reverse transcription-quantitative PCR (RT-qPCR) analysis of the vaginal samples from 12 healthy Japanese volunteers using the new primer sets together with 25 existing primer sets revealed the diversity of their vaginal microbiota: Lactobacilli such as L. crispatus, L. gasseri, Lactobacillus jensenii, Lactobacillus iners, and Lactobacillus vaginalis, as the major populations at 10(7) cells/ml vaginal fluid, were followed by facultative anaerobes such as Streptococcus and strict anaerobes at lower population levels of 10(4) cells/ml or less. Certain bacterial vaginosis (BV)-related bacteria, such as G. vaginalis, A. vaginae, M. curtisii, and Prevotella, were also detected in some subjects. Especially in one subject, both G. vaginalis and A. vaginae were detected at high population levels of 10(8.8) and 10(8.9) cells/ml vaginal fluid, suggesting that she is an asymptomatic BV patient. These results suggest that the RT-qPCR system is effective for accurate analysis of major vaginal commensals and diagnosis of several vaginal infections.
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Affiliation(s)
- Takashi Kurakawa
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan.
| | - Kiyohito Ogata
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan
| | - Hirokazu Tsuji
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan
| | - Yukiko Kado
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan
| | - Takuya Takahashi
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan
| | - Yumi Kida
- Department of Microbiology, School of Pharmacy, Kitasato University, Tokyo 108-8641, Japan
| | - Masahiro Ito
- Department of Microbiology, School of Pharmacy, Kitasato University, Tokyo 108-8641, Japan
| | - Nobuhiko Okada
- Department of Microbiology, School of Pharmacy, Kitasato University, Tokyo 108-8641, Japan
| | - Koji Nomoto
- Yakult Central Institute, 5-11 Izumi, Kunitachi, Tokyo 186-8650, Japan
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van den Brand M, Peters RPH, Catsburg A, Rubenjan A, Broeke FJ, van den Dungen FAM, van Weissenbruch MM, van Furth AM, Kõressaar T, Remm M, Savelkoul PHM, Bos MP. Development of a multiplex real-time PCR assay for the rapid diagnosis of neonatal late onset sepsis. J Microbiol Methods 2014; 106:8-15. [PMID: 25102109 DOI: 10.1016/j.mimet.2014.07.034] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Revised: 07/25/2014] [Accepted: 07/25/2014] [Indexed: 01/20/2023]
Abstract
The diagnosis of late onset sepsis (LOS), a severe condition with high prevalence in preterm infants, is hampered by the suboptimal sensitivity and long turnaround time of blood culture. Detection of the infecting pathogen directly in blood by PCR would provide a much more timely result. Unfortunately, PCR-based assays reported so far are labor intensive and often lack direct species identification. Therefore we developed a real-time multiplex PCR assay tailored to LOS diagnosis which is easy-to-use, is applicable on small blood volumes and provides species-specific results within 4h. Species-specific PCR assays were selected from literature or developed using bioinformatic tools for the detection of the most prevalent etiologic pathogens: Enterococcus faecalis, Staphylococcus aureus, Staphylococcus spp., Streptococcus agalactiae, Escherichia coli, Pseudomonas aeruginosa, Klebsiella spp. and Serratia marcescens. The PCR assays showed 100% specificity, full coverage of the target pathogens and a limit of detection (LOD) of ≤10CFUeq./reaction. These LOD values were maintained in the multiplex format or when bacterial DNA was isolated from blood. Clinical evaluation showed high concordance between the multiplex PCR and blood culture. In conclusion, we developed a multiplex PCR that allows the direct detection of the most important bacterial pathogens causing LOS in preterm infants.
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Affiliation(s)
- Marre van den Brand
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Remco P H Peters
- Department of Medical Microbiology, Maastricht University Medical Centre, P. Debyelaan 25, 6229HX Maastricht, The Netherlands.
| | - Arnold Catsburg
- Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
| | - Anna Rubenjan
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Ferdi J Broeke
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Frank A M van den Dungen
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Mirjam M van Weissenbruch
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - A Marceline van Furth
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Triinu Kõressaar
- Department of Bioinformatics, University of Tartu, Ülikooli 18, 50090 Tartu, Estonia.
| | - Maido Remm
- Department of Bioinformatics, University of Tartu, Ülikooli 18, 50090 Tartu, Estonia.
| | - Paul H M Savelkoul
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands; Department of Medical Microbiology, Maastricht University Medical Centre, P. Debyelaan 25, 6229HX Maastricht, The Netherlands; Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
| | - Martine P Bos
- Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
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Pitkänen T, Ryu H, Elk M, Hokajärvi AM, Siponen S, Vepsäläinen A, Räsänen P, Santo Domingo JW. Detection of fecal bacteria and source tracking identifiers in environmental waters using rRNA-based RT-qPCR and rDNA-based qPCR assays. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2013; 47:13611-20. [PMID: 24187936 DOI: 10.1021/es403489b] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
In this study, we evaluated the use of RT-qPCR assays targeting rRNA gene sequences for the detection of fecal bacteria in water samples. We challenged the RT-qPCR assays against RNA extracted from sewage effluent (n = 14), surface water (n = 30), and treated source water (n = 15) samples. Additionally, we applied the same assays using DNA as the qPCR template. The targeted fecal bacteria were present in most of the samples tested, although in several cases, the detection frequency increased when RNA was used as the template. For example, the majority of samples that tested positive for E. coli and Campylobacter spp. in surface waters, and for human-specific Bacteroidales, E. coli, and Enterococcus spp. in treated source waters were only detected when rRNA was used as the original template. The difference in detection frequency using rRNA or rDNA (rRNA gene) was sample- and assay-dependent, suggesting that the abundance of active and nonactive populations differed between samples. Statistical analyses for each population exhibiting multiple quantifiable results showed that the rRNA copy numbers were significantly higher than the rDNA counterparts (p < 0.05). Moreover, the detection frequency of rRNA-based assays were in better agreement with the culture-based results of E. coli, intestinal enterococci, and thermotolerant Campylobacter spp. in surface waters than that of rDNA-based assays, suggesting that rRNA signals were associated to active bacterial populations. Our data show that using rRNA-based approaches significantly increases detection sensitivity for common fecal bacteria in environmental waters. These findings have important implications for microbial water quality monitoring and public health risk assessments.
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Affiliation(s)
- Tarja Pitkänen
- U.S. Environmental Protection Agency , National Risk Management Research Laboratory, Cincinnati, Ohio 45268, United States
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14
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Rogacs A, Qu Y, Santiago JG. Bacterial RNA Extraction and Purification from Whole Human Blood Using Isotachophoresis. Anal Chem 2012; 84:5858-63. [DOI: 10.1021/ac301021d] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Anita Rogacs
- Department
of Mechanical Engineering, Stanford University, Stanford, California, 94305
| | - Yatian Qu
- Department
of Mechanical Engineering, Stanford University, Stanford, California, 94305
| | - Juan G. Santiago
- Department
of Mechanical Engineering, Stanford University, Stanford, California, 94305
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15
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Edwards MD, Morris GAJ, Burr SE, Walther M. Evaluating the frequency of bacterial co-infections in children recruited into a malaria pathogenesis study in The Gambia, West Africa using molecular methods. Mol Cell Probes 2012; 26:151-8. [PMID: 22548974 DOI: 10.1016/j.mcp.2012.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Revised: 04/12/2012] [Accepted: 04/12/2012] [Indexed: 10/28/2022]
Abstract
Systemic bacteraemia has been reported in children with severe Plasmodium falciparum malaria in Sub Saharan Africa, making the identification or exclusion of concurrent infections a prerequisite for adequate treatment and studies of the immune responses to particular infections. Given the overlap in clinical signs in humans between malaria and, for example, pneumonia, the true cause of severe illness is sometimes difficult to establish. Traditional microbiological culture methods employed to detect systemic bacteraemia are often time consuming and have modest sensitivity. Therefore, molecular methods have become increasingly used in the diagnosis of septicaemia. Here, we evaluated the usefulness of both broad-range 16S rRNA PCR, in conjunction with DNA sequencing and species-specific PCR targeting of Streptococcus pneumoniae and non-typhoidal Salmonella, to screen for bacterial co-infections in blood samples from children enrolled in a malaria pathogenesis study. PCR revealed no test-positive results for these pathogens and DNA sequencing of 16S rRNA amplicons identified the presence of bacterial genomic DNA (most probably from environmental bacterial sources) in a large proportion of samples. We demonstrate that the issue of potential mixed bacteraemic infection and/or background bacterial genomic DNA, which may relate to co-migration of PCR amplicons on agarose gels, can be overcome by using denaturing gradient gel electrophoresis (DGGE). PCR for Plasmodium spp. was also performed on genomic DNA from bloods from Gambian children with pneumonia, in order to estimate the prevalence of Plasmodium/pneumonia co-infections in the study population. While 12.2% of samples were test-positive, parasite density was very low and did not vary significantly between cases and controls.
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Affiliation(s)
- Mathew D Edwards
- Medical Research Council Unit, The Gambia, Fajara, PO Box 273, Banjul, Gambia
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16
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How can the microbiologist help in diagnosing neonatal sepsis? Int J Pediatr 2012; 2012:120139. [PMID: 22319539 PMCID: PMC3272815 DOI: 10.1155/2012/120139] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Revised: 09/15/2011] [Accepted: 11/29/2011] [Indexed: 01/23/2023] Open
Abstract
Neonatal sepsis can be classified into two subtypes depending upon whether the onset of symptoms is before 72 hours of life (early-onset neonatal sepsis—EONS) or later (late-onset neonatal sepsis—LONS). These definitions have contributed greatly to diagnosis and treatment by identifying which microorganisms are likely to be responsible for sepsis during these periods and the expected outcomes of infection. This paper focuses on the tools that microbiologist can offer to diagnose and eventually prevent neonatal sepsis. Here, we discuss the advantages and limitation of the blood culture, the actual gold standard for sepsis diagnosis. In addition, we examine the utility of molecular techniques in the diagnosis and management of neonatal sepsis.
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Pammi M, Flores A, Leeflang M, Versalovic J. Molecular assays in the diagnosis of neonatal sepsis: a systematic review and meta-analysis. Pediatrics 2011; 128:e973-85. [PMID: 21949139 DOI: 10.1542/peds.2011-1208] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Microbial cultures for diagnosis of neonatal sepsis suffer from low sensitivity and reporting delay. Advances in molecular microbiology have fostered new molecular assays that are rapid and may improve neonatal outcomes. OBJECTIVES We assessed whether molecular assays have sufficient sensitivity (>0.98) and specificity (>0.95) to replace microbial cultures in the diagnosis of neonatal sepsis and explored heterogeneity by use of subgroup analyses based on the type of assay, gestational age of the neonate, and type of sepsis onset. METHODS We performed the systematic review as recommended by the Cochrane Diagnostic Test Accuracy Working Group. Electronic bibliographic databases, conference abstracts, personal files, and reference lists of identified articles were searched. We included studies of case-control or consecutive series design, which evaluated molecular assays (index test) in neonates with suspected sepsis (participants) in comparison with microbial cultures (reference standard). Two reviewers independently assessed the methodologic quality of the studies and extracted data. RESULTS A bivariate random-effects model was used for meta-analysis of the 23 included studies, and summary estimates of sensitivity and specificity with 95% confidence intervals (CIs) were generated. Mean sensitivity and specificity were 0.90 (95% CI: 0.78-0.95) and 0.96 (95% CI: 0.94-0.97), respectively. Real-time polymerase chain reaction (PCR) and broad-range conventional PCR had higher sensitivity and specificity than other assays. Sufficient data were not available to evaluate gestational-age and sepsis-type subgroups. CONCLUSION Molecular assays do not have sufficient sensitivity to replace microbial cultures in the diagnosis of neonatal sepsis but may perform well as "add-on" tests.
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Affiliation(s)
- Mohan Pammi
- Section of Neonatology, Department of Pediatrics, Texas Children's Hospital and Baylor College of Medicine, Houston, Texas 77030, USA.
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Lutsar I, Trafojer UMT, Heath PT, Metsvaht T, Standing J, Esposito S, de Cabre VM, Oeser C, Aboulker JP. Meropenem vs standard of care for treatment of late onset sepsis in children of less than 90 days of age: study protocol for a randomised controlled trial. Trials 2011; 12:215. [PMID: 21958494 PMCID: PMC3193806 DOI: 10.1186/1745-6215-12-215] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Accepted: 09/30/2011] [Indexed: 11/27/2022] Open
Abstract
Background Late onset neonatal sepsis (LOS) with the mortality of 17 to 27% is still a serious disease. Meropenem is an antibiotic with wide antibacterial coverage. The advantage of it over standard of care could be its wider antibacterial coverage and thus the use of mono-instead of combination therapy. Methods NeoMero-1, an open label, randomised, comparator controlled, superiority trial aims to compare the efficacy of meropenem with a predefined standard of care (ampicillin + gentamicin or cefotaxime + gentamicin) in the treatment of LOS in neonates and infants aged less than 90 days admitted to a neonatal intensive care unit. A total of 550 subjects will be recruited following a 1:1 randomisation scheme. The trial includes patients with culture confirmed (at least one positive culture from normally sterile site except coagulase negative staphylococci in addition to one clinical or laboratory criterion) or clinical sepsis (at least two laboratory and two clinical criteria suggestive of LOS in subjects with postmenstrual age < 44 weeks or fulfilment of criteria established by the International Pediatric Sepsis Consensus Conference in subjects with postmenstrual age ≥ 44 weeks). Meropenem will be given at a dose of 20 mg/kg q12h or q8h depending on the gestational- and postnatal age. Comparator agents are administered as indicated in British National Formulary for Children. The primary endpoint measured at the test of cure visit (2 days after end of study therapy) is graded to success (all baseline symptoms and laboratory parameters are resolved or improved with no need to continue antibiotics and the baseline microorganisms are eradicated and no new microorganisms are identified and the patient has received allocated treatment for 11 ± 3 days with no modification) or a failure (all remaining cases). Secondary outcome measures include comparison of survival, relapse rates or new infections by Day 28, clinical response at Day 3 and end of therapy, duration of hospitalisation, population pharmacokinetic analysis of meropenem and effect of antibiotics on mucosal colonisation and development of antibacterial resistance. The study will start recruitment in September 2011; the total duration is of 24 months. Trial registration EudraCT 2011-001515-31
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Affiliation(s)
- Irja Lutsar
- Institute of Microbiology, University of Tartu, Estonia.
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