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Wang W, Chauhan V, Luo Y, Sharma S, Li C, Chen H. Comparing NGS-Based identification of bloodstream infections to traditional culture methods for enhanced ICU care: a comprehensive study. Front Cell Infect Microbiol 2024; 14:1454549. [PMID: 39328359 PMCID: PMC11424606 DOI: 10.3389/fcimb.2024.1454549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 08/26/2024] [Indexed: 09/28/2024] Open
Abstract
Background Accurate identification of infectious diseases using molecular techniques, such as PCR and NGS, is well-established. This study aims to assess the utility of Bactfast and Fungifast in diagnosing bloodstream infections in ICU settings, comparing them against traditional culture methods. The objectives include evaluating sensitivity and specificity and identifying a wide range of pathogens, including non-culturable species. Methods We collected 500 non-duplicate blood samples from ICU patients between January 2023 and December 2023. Specimens underwent traditional culture, MALDI-TOF, VITEK®2 compact system, and NGS-based Bactfast and Fungifast analyses. Results Out of the 500 samples, 26.8% (n=134) showed bacterial growth via traditional culture methods, while 4.8% (n=24) were positive for fungal growth. MALDI-TOF and VITEK®2 compact system yielded comparable results, identifying 26.4% (n=132) of specimens with bacterial growth. NGS-based Bactfast detected bacterial presence in 38.2% (n=191) of samples, including non-culturable bacteria missed by traditional methods. However, NGS-based Fungifast showed concordant fungal detection rates with culture methods. Among identified pathogens by culture method included Klebsiella pneumoniae 20.89% (n=28), Enterococcus faecalis 18.65% (n=25), Escherichia coli 15.67% (n=21), Pseudomonas aeruginosa 12.68% (n=17), Acinetobacter baumannii 10.44% (n=14), various Streptococcus species 7.46% (n=10), Mycobacterium tuberculosis 6.71% (n=9), Mycobacterium abscessus 4.47% (n=6), and Salmonella spp 2.98% (n=4). Non-culture-based NGS identified additional (n=33) pathogens, including Klebsiella pneumoniae 27.27% (n=9), Bacteroides fragilis 21.21% (n=7), Aerococcus viridans 15.15% (n=5), Elizabethkingia anopheles 12.12% (n=4), Aeromonas salmonicida 9% (n=3), Clostridium 9% (n=3), and Bacteroides vulgatus 6% (n=2). Candida albicans was reported in 5% (n=24) of samples by both methods. Conclusion NGS-based Bactfast and Fungifast demonstrate high sensitivity in identifying a wide array of bacterial and fungal pathogens in ICU patients, outperforming traditional culture methods in detecting non-culturable organisms. These molecular assays offer rapid and comprehensive diagnostic capabilities, potentially improving clinical outcomes through timely and accurate pathogen identification.
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Affiliation(s)
- Wei Wang
- Department of Endocrinology, Shenzhen People’s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Varun Chauhan
- Department of Microbiology, Post-Graduate Institute of Medical Education, Chandigarh, India
| | - Yutian Luo
- Department of Critical Care Medicine, Shenzhen People’s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Sonu Sharma
- Department of Pharmacy, DIT University, Mussoorie, Uttarakhand, India
| | - Chenxi Li
- Department of Critical Care Medicine, Shenzhen People’s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Huaisheng Chen
- Department of Critical Care Medicine, Shenzhen People’s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, Guangdong, China
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Kost GJ, Eng M, Zadran A. Geospatial Point-of-Care Testing Strategies for COVID-19 Resilience in Resource-Poor Settings: Rural Cambodia Field Study. JMIR Public Health Surveill 2024; 10:e47416. [PMID: 39190459 PMCID: PMC11387922 DOI: 10.2196/47416] [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: 03/19/2023] [Revised: 05/06/2024] [Accepted: 06/20/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND Point-of-care testing (POCT) generates intrinsically fast, inherently spatial, and immediately actionable results. Lessons learned in rural Cambodia and California create a framework for planning and mobilizing POCT with telehealth interventions. Timely diagnosis can help communities assess the spread of highly infectious diseases, mitigate outbreaks, and manage risks. OBJECTIVE The aims of this study were to identify the need for POCT in Cambodian border provinces during peak COVID-19 outbreaks and to quantify geospatial gaps in access to diagnostics during community lockdowns. METHODS Data sources comprised focus groups, interactive learners, webinar participants, online contacts, academic experts, public health experts, and officials who determined diagnostic needs and priorities in rural Cambodia during peak COVID-19 outbreaks. We analyzed geographic distances and transit times to testing in border provinces and assessed a high-risk province, Banteay Meanchey, where people crossed borders daily leading to disease spread. We strategized access to rapid antigen testing and molecular diagnostics in the aforementioned province and applied mobile-testing experience among the impacted population. RESULTS COVID-19 outbreaks were difficult to manage in rural and isolated areas where diagnostics were insufficient to meet needs. The median transit time from border provinces (n=17) to testing sites was 73 (range 1-494) minutes, and in the high-risk Banteay Meanchey Province (n=9 districts), this transit time was 90 (range 10-150) minutes. Within border provinces, maximum versus minimum distances and access times for testing differed significantly (P<.001). Pareto plots revealed geospatial gaps in access to testing for people who are not centrally located. At the time of epidemic peaks in Southeast Asia, mathematical analyses showed that only one available rapid antigen test met the World Health Organization requirement of sensitivity >80%. We observed that in rural Solano and Yolo counties, California, vending machines and public libraries dispensing free COVID-19 test kits 24-7 improved public access to diagnostics. Mobile-testing vans equipped with COVID-19 antigen, reverse transcription polymerase chain reaction, and multiplex influenza A/B testing proved useful for differential diagnosis, public awareness, travel certifications, and telehealth treatment. CONCLUSIONS Rural diagnostic portals implemented in California demonstrated a feasible public health strategy for Cambodia. Automated dispensers and mobile POCT can respond to COVID-19 case surges and enhance preparedness. Point-of-need planning can enhance resilience and assure spatial justice. Public health assets should include higher-quality, lower-cost, readily accessible, and user-friendly POCT, such as self-testing for diagnosis, home molecular tests, distributed border detection for surveillance, and mobile diagnostics vans for quick telehealth treatment. High-risk settings will benefit from the synthesis of geospatially optimized POCT, automated 24-7 test access, and timely diagnosis of asymptomatic and symptomatic patients at points of need now, during new outbreaks, and in future pandemics.
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Affiliation(s)
- Gerald Joseph Kost
- Point-of-care Testing Center for Teaching and Research (POCT•CTR), School of Medicine, University of California, Davis, Davis, CA, United States
| | - Muyngim Eng
- University of Phutisastra, Phnom Penh, Cambodia
| | - Amanullah Zadran
- Public Health Sciences, POCT•CTR, School of Medicine, University of California, Davis, Davis, CA, United States
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Torres-Acosta MA, Olivares-Molina A, Kent R, Leitão N, Gershater M, Parker B, Lye GJ, Dikicioglu D. Practical deployment of automation to expedite aqueous two-phase extraction. J Biotechnol 2024; 387:32-43. [PMID: 38555021 DOI: 10.1016/j.jbiotec.2024.03.013] [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: 01/25/2024] [Revised: 03/15/2024] [Accepted: 03/26/2024] [Indexed: 04/02/2024]
Abstract
The feasibility of bioprocess development relies heavily on the successful application of primary recovery and purification techniques. Aqueous two-phase extraction (ATPE) disrupts the definition of "unit operation" by serving as an integrative and intensive technique that combines different objectives such as the removal of biomass and integrated recovery and purification of the product of interest. The relative simplicity of processing large samples renders this technique an attractive alternative for industrial bioprocessing applications. However, process development is hindered by the lack of easily predictable partition behaviours, the elucidation of which necessitates a large number of experiments to be conducted. Liquid handling devices can assist to address this problem; however, they are configured to operate using low viscosity fluids such as water and water-based solutions as opposed to highly viscous polymeric solutions, which are typically required in ATPE. In this work, an automated high throughput ATPE process development framework is presented by constructing phase diagrams and identifying the binodal curves for PEG6000, PEG3000, and PEG2000. Models were built to determine viscosity- and volume-independent transfer parameters. The framework provided an appropriate strategy to develop a very precise and accurate operation by exploiting the relationship between different liquid transfer parameters and process error. Process accuracy, measured by mean absolute error, and device precision, evaluated by the coefficient of variation, were both shown to be affected by the mechanical properties, particularly viscosity, of the fluids employed. For PEG6000, the mean absolute error improved by six-fold (from 4.82% to 0.75%) and the coefficient of variation improved by three-fold (from 0.027 to 0.008) upon optimisation of the liquid transfer parameters accounting for the viscosity effect on the PEG-salt buffer utilising ATPE operations. As demonstrated here, automated liquid handling devices can serve to streamline process development for APTE enabling wide adoption of this technique in large scale bioprocess applications.
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Affiliation(s)
- Mario A Torres-Acosta
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, London WC1E 6BT, United Kingdom; Tecnologico de Monterrey, School of Engineering and Science, Av. Eugenio Garza Sada 2501 Sur, Monterrey, N.L. 64849, México
| | - Alex Olivares-Molina
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, London WC1E 6BT, United Kingdom
| | - Ross Kent
- Synthace Ltd., The Westworks 4th Floor, 195 Wood Lane, W12 7FQ, United Kingdom
| | - Nuno Leitão
- Synthace Ltd., The Westworks 4th Floor, 195 Wood Lane, W12 7FQ, United Kingdom
| | - Markus Gershater
- Synthace Ltd., The Westworks 4th Floor, 195 Wood Lane, W12 7FQ, United Kingdom
| | - Brenda Parker
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, London WC1E 6BT, United Kingdom
| | - Gary J Lye
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, London WC1E 6BT, United Kingdom
| | - Duygu Dikicioglu
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, London WC1E 6BT, United Kingdom.
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Stewart S, Motzke S, Gärtner C, Bäumler W, Stroszczynski C, Port M, Abend M, Ostheim P. Development of a Point-of-Care Microfluidic RNA Extraction Slide for Gene Expression Diagnosis after Irradiation. Radiat Res 2024; 201:514-522. [PMID: 38514385 DOI: 10.1667/rade-23-00169.1] [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: 08/15/2023] [Accepted: 11/16/2023] [Indexed: 03/23/2024]
Abstract
In times of war, radiological/nuclear emergency scenarios have become a reemphasized threat. However, there are challenges in transferring whole-blood samples to laboratories for specialized diagnostics using RNA. This project aims to miniaturize the process of unwieldy conventional RNA extraction with its stationed technical equipment using a microfluidic-based slide (MBS) for point-of-care diagnostics. The MBS is thought to be a preliminary step toward the development of a so-called lab-on-a-chip microfluidic device. A MBS would enable early and fast field care combined with gene expression (GE) analysis for the prediction of hematologic acute radiation syndrome (HARS) severity or identification of RNA microbes. Whole blood samples from ten healthy donors were irradiated with 0, 0.5 and 4 Gy, simulating different ARS severity degrees. RNA quality and quantity of a preliminary MBS was compared with a conventional column-based (CB) RNA extraction method. GE of four HARS severity-predicting radiation-induced genes (FDXR, DDB2, POU2AF1 and WNT3) was examined employing qRT-PCR. Compared to the CB method, twice as much total RNA from whole blood could be extracted using the MBS (6.6 ± 3.2 µg vs. 12.0 ± 5.8 µg) in half of the extraction time, and all MBS RNA extracts appeared DNA-free in contrast to the CB method (30% were contaminated with DNA). Using MBS, RNA quality [RNA integrity number equivalent (RINe)] values decreased about threefold (3.3 ± 0.8 vs. 9.0 ± 0.4), indicating severe RNA degradation, while expected high-quality RINe ≥ 8 were found using column-based method. However, normalized cycle threshold (Ct) values, as well as radiation-induced GE fold-changes appeared comparable for all genes utilizing both methods, indicating that no RNA degradation took place. In summary, the preliminary MBS showed promising features such as: 1. halving the RNA extraction time without the burden of heavy technical equipment (e.g., a centrifuge); 2. absence of DNA contamination in contrast to CB RNA extraction; 3. reduction in blood required, because of twice the biological output of RNA; and 4. equal GE performance compared to CB, thus, increasing its appeal for later semi-automatic parallel field applications.
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Affiliation(s)
- S Stewart
- Bundeswehr Institute of Radiobiology affiliated to the University of Ulm, Neuherbergstraße 11, 80937 Munich, Germany
- Technical Univerisity Munich, Ismanninger Straße 22, 81675 Munich, Germany
| | - S Motzke
- Microfluidic ChipShop GmbH, Stockholmer Str. 20, 07747 Jena, Germany
| | - C Gärtner
- Microfluidic ChipShop GmbH, Stockholmer Str. 20, 07747 Jena, Germany
| | - W Bäumler
- Department of Radiology, University Hospital Regensburg, Franz-Josef-Strauß Straße 11, 93053 Regensburg, Germany
| | - C Stroszczynski
- Department of Radiology, University Hospital Regensburg, Franz-Josef-Strauß Straße 11, 93053 Regensburg, Germany
| | - M Port
- Bundeswehr Institute of Radiobiology affiliated to the University of Ulm, Neuherbergstraße 11, 80937 Munich, Germany
| | - M Abend
- Bundeswehr Institute of Radiobiology affiliated to the University of Ulm, Neuherbergstraße 11, 80937 Munich, Germany
| | - P Ostheim
- Bundeswehr Institute of Radiobiology affiliated to the University of Ulm, Neuherbergstraße 11, 80937 Munich, Germany
- Department of Radiology, University Hospital Regensburg, Franz-Josef-Strauß Straße 11, 93053 Regensburg, Germany
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Lind K, Mölsä M, Kalin-Mänttäri L, Hemmilä H, Voutilainen L, Nikkari S. Vacuum Oven Drying: A Cost-Effective Way of Producing Field-Deployable Reagents for In-house Real-Time PCR Methods. Mol Biotechnol 2023:10.1007/s12033-023-00999-2. [PMID: 38135831 DOI: 10.1007/s12033-023-00999-2] [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: 03/16/2023] [Accepted: 11/24/2023] [Indexed: 12/24/2023]
Abstract
The polymerase chain reaction (PCR), is a widely used, sensitive and reliable method for detecting pathogens. However, technical limitations may restrict its use outside sophisticated laboratories, e.g. for detecting pathogens at the site of a disease outbreak. In this study, real-time PCR reagents specific to four bacteria (Bacillus anthracis, Yersinia pestis, Francisella tularensis, and Brucella spp.) and to the Influenza A virus were dried using a vacuum oven drying method. The performance of the dried reagents stored at different temperatures, was monitored using both a standard-size and a portable real-time PCR instrument. The vacuum oven dried real-time PCR reagents were stable and retained the sensitivity for at least 14 months when stored in a refrigerator (+ 4 °C). When stored at room temperature, DNA assays remained stable for at least 10 weeks and Influenza A RNA assay for 3 weeks. These results demonstrate the feasibility of vacuum oven dried real-time PCR reagents and a portable thermocycler for the rapid and reliable detection of pathogens. The drying protocol presented here is cost-effective and easy to use, and could be applied to real-time PCR methods specific to other pathogens as well. In addition, this in-house drying protocol reduces reliance on commercial PCR tests during a time of shortage, such as that experienced during the Corovirus disease (COVID-19) crisis.
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Affiliation(s)
- Katja Lind
- Centre for Military Medicine, Finnish Defence Forces, P.O. Box 50, 00301, Helsinki, Finland.
- Finnish Institute for Health and Welfare, P.O. Box 30, 00271, Helsinki, Finland.
| | - Markos Mölsä
- Centre for Military Medicine, Finnish Defence Forces, P.O. Box 50, 00301, Helsinki, Finland
| | | | - Heidi Hemmilä
- Centre for Military Medicine, Finnish Defence Forces, P.O. Box 50, 00301, Helsinki, Finland
| | - Liina Voutilainen
- Finnish Institute for Health and Welfare, P.O. Box 30, 00271, Helsinki, Finland
| | - Simo Nikkari
- Centre for Military Medicine, Finnish Defence Forces, P.O. Box 50, 00301, Helsinki, Finland
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Evaluation of a real-time mobile PCR device (PCR 1100) for the detection of the rabies gene in field samples. Trop Med Health 2023; 51:17. [PMID: 36932428 PMCID: PMC10020757 DOI: 10.1186/s41182-023-00501-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 01/23/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND The Philippines is ranked among the top countries with 200-300 annual deaths due to rabies. Most human rabies cases have been reported in remote areas, where dog surveillance is inadequate. Therefore, a strategy to effectively improve surveillance in remote areas will increase the number of detections. Detecting pathogens using portable real-time reverse transcription-polymerase chain reaction (RT-PCR) has the potential to be accepted in these areas. Thus, we aimed to develop an assay to detect the rabies virus (RABV) genome by combining the robust primer system LN34 with the PicoGene PCR1100 portable rapid instrument targeting RABV RNA (PCR1100 assay). METHODS Procedures were optimised using an LN34 primer/probe set, KAPA3G Plant PCR Kit (KAPA Biosystems), FastGene Scriptase II (NIPPON Genetics), and an artificial positive control RNA. RESULTS Positive control RNA showed an analytical limit of detection of 10 copies/µL without false positivity, generating results in approximately 32 min. Compared to dFAT or RT-qPCR using field samples, the sensitivity and specificity of the PCR1100 assay were 100%, and even lower copy numbers (approximately 10 copies/µL) were detected. CONCLUSIONS This study demonstrated that the developed assay can detect rabies RNA in field samples. Because dog-mediated rabies is endemic in remote areas, the rapidity, mobility, and practicality of the PCR1100 assay as well as the high sensitivity of the LN34 system make it an ideal tool for the confirmation of rabies in these areas.
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Torres-Acosta MA, Lye GJ, Dikicioglu D. Automated liquid-handling operations for robust, resilient, and efficient bio-based laboratory practices. Biochem Eng J 2022. [DOI: 10.1016/j.bej.2022.108713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Phan T, Stephenson R, Cai T, Andacic N, McKew G. A comparison of SARS-CoV-2 RNA extraction with the QuickGene-810 Nucleic Acid Isolation System compared to the EZ1 Advanced DSP Virus Kit. Access Microbiol 2022; 4:acmi000353. [PMID: 36003356 PMCID: PMC9394536 DOI: 10.1099/acmi.0.000353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/18/2022] [Indexed: 11/18/2022] Open
Abstract
The QuickGene-810 Nucleic Acid Isolation System is a semi-automated extraction platform which may be used for RNA extraction. New methods were required to support the rapid increase in respiratory virus testing during the SARS-CoV-2 pandemic. The aim of this study was to assess SARS-CoV-2 RNA extraction using the QuickGene-810 kit compared to the EZ1 Advanced Extraction Platform for use on the AusDiagnostics SARS-CoV-2, Influenza and RSV 8-well RT-PCR assay. Qualitative results from all clinical samples were concordant between the QuickGene-810 and the EZ1 extraction methods, demonstrating that the QuickGene-810 kit is suitable for use in pathogen diagnostics. However, there was an average difference of approximately two cycles between the cycle threshold (Ct) values for both SARS-CoV-2 targets, suggesting that the EZ1 kit yields a higher concentration of nucleic acid extract, possibly related to its use of carrier RNA and/or smaller elution volume, which infers the possibility of false negative results for samples with very low viral loads.
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Affiliation(s)
- Thuy Phan
- NSW Health Pathology, Department of Microbiology and Infectious Diseases, Concord Repatriation and General Hospital, Hospital Rd, Concord, NSW 2139, Australia
| | - Rebecca Stephenson
- NSW Health Pathology, Department of Microbiology and Infectious Diseases, Concord Repatriation and General Hospital, Hospital Rd, Concord, NSW 2139, Australia
| | - Tina Cai
- NSW Health Pathology, Department of Microbiology and Infectious Diseases, Concord Repatriation and General Hospital, Hospital Rd, Concord, NSW 2139, Australia
| | - Nikol Andacic
- NSW Health Pathology, Department of Microbiology and Infectious Diseases, Concord Repatriation and General Hospital, Hospital Rd, Concord, NSW 2139, Australia
| | - Genevieve McKew
- NSW Health Pathology, Department of Microbiology and Infectious Diseases, Concord Repatriation and General Hospital, Hospital Rd, Concord, NSW 2139, Australia
- Concord Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Lab-in-a-van: Rapid SARS-CoV-2 testing response with a mobile laboratory. EBioMedicine 2022; 79:103983. [PMID: 35405388 PMCID: PMC8989475 DOI: 10.1016/j.ebiom.2022.103983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/04/2022] [Accepted: 03/22/2022] [Indexed: 12/01/2022] Open
Abstract
Background High testing rates and rapid contact tracing have been key interventions to control COVID-19 in Victoria, Australia. A mobile laboratory (LabVan), for rapid SARS-CoV-2 diagnostics, was deployed at sites deemed critical by the Victorian State Department of Health as part of the response. We describe the process of design, implementation, and performance benchmarked against a central reference laboratory. Methods A BSL2 compliant laboratory, complete with a class II biological safety cabinet, was built within a Mercedes-Benz Sprinter Panel Van. Swabs were collected by on-site collection teams, registered using mobile internet-enabled tablets and tested using the Xpert® Xpress SARS-CoV-2 assay. Results were reported remotely via HL7 messaging to Public Health Units. Patients with negative results were automatically notified by mobile telephone text messaging (SMS). Findings A pilot trial of the LabVan identified a median turnaround time (TAT) from collection to reporting of 1:19 h:mm (IQR 0:18, Range 1:03–18:32) compared to 9:40 h:mm (IQR 8:46, Range 6:51–19:30) for standard processing within the central laboratory. During deployment in nine rural and urban COVID-19 outbreaks the median TAT was 2:18 h:mm (IQR 1:18, Range 0:50–16:52) compared to 19:08 h:mm (IQR 5:49, Range 1:36–58:52) for samples submitted to the central laboratory. No quality control issues were identified in the LabVan. Interpretation The LabVan is an ISO15189 compliant testing facility fully operationalized for mobile point-of-care testing that significantly reduces TAT for result reporting, facilitating rapid public health actions. Funding This work was supported by the Department of Health, Victoria State Government, Australia.
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Inglis TJJ, McFadden B, Macali A. Estimating COVID Risk During a Period of Pandemic Decline. Front Public Health 2021; 9:744819. [PMID: 34976916 PMCID: PMC8718641 DOI: 10.3389/fpubh.2021.744819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 11/30/2021] [Indexed: 12/04/2022] Open
Abstract
Background: Many parts of the world that succeeded in suppressing epidemic coronavirus spread in 2020 have been caught out by recent changes in the transmission dynamics of SARS-CoV-2. Australia's early success in suppressing COVID-19 resulted in lengthy periods without community transmission. However, a slow vaccine rollout leaves this geographically isolated population vulnerable to leakage of new variants from quarantine, which requires internal travel restrictions, disruptive lockdowns, contact tracing and testing surges. Methods: To assist long term sustainment of limited public health resources, we sought a method of continuous, real-time COVID-19 risk monitoring that could be used to alert non-specialists to the level of epidemic risk on a sub-national scale. After an exploratory data assessment, we selected four COVID-19 metrics used by public health in their periodic threat assessments, applied a business continuity matrix and derived a numeric indicator; the COVID-19 Risk Estimate (CRE), to generate a daily spot CRE, a 3 day net rise and a seven day rolling average. We used open source data updated daily from all Australian states and territories to monitor the CRE for over a year. Results: Upper and lower CRE thresholds were established for the CRE seven day rolling average, corresponding to risk of sustained and potential outbreak propagation, respectively. These CRE thresholds were used in a real-time map of Australian COVID-19 risk estimate distribution by state and territory. Conclusions: The CRE toolkit we developed complements other COVID-19 risk management techniques and provides an early indication of emerging threats to business continuity.
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