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Agyei-Manu E, Atkins N, Nundy M, St-Jean C, Gornall-Wick A, Birley E, De Silva U, Krishan P, Vokey L, Dozier MF, McSwiggan E, McQuillan R, Theodoratou E, Shi T, UNCOVER Applied Evidence Synthesis group. Characteristics of influenza, SARS-CoV-2, and RSV surveillance systems that utilise ICD-coded data: a systematic review. J Glob Health 2025; 15:04177. [PMID: 40406976 PMCID: PMC12100576 DOI: 10.7189/jogh.15.04177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2025] Open
Abstract
Background Some surveillance systems for influenza, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and respiratory syncytial virus (RSV) utilise International Classification of Diseases (ICD)-coded data and are useful for analysing trends and enhancing quick, evidence-based decisions against the epidemic potential that threatens global health security. With variations in the design of systems globally, the World Health Organization requested a systematic review to identify key characteristics of influenza, SARS-CoV-2, and RSV surveillance systems that utilise ICD-coded data, and to assess their performance. Methods We searched EMBASE, MEDLINE, and Global Health to identify relevant studies reporting on influenza, SARS-CoV-2, and RSV surveillance systems that use ICD-coded data. We independently assessed studies for the ICD codes used, their statistical estimates and limitations. We appraised included studies using Joana Briggs Institute's critical appraisal tools and synthesised using narrative synthesis. Results We identified 77 studies, reporting on 71 surveillance systems - 33 systems recorded surveillance data only, 15 systems recorded burden of disease data only, and 23 systems recorded both surveillance and burden of disease data. Surveillance systems utilised ICD-10 codes (75%), ICD-9 codes (22%), or both (3%). ICD-10 codes J09 and J10 were frequently used for influenza, U07.1 for COVID-19, and B97.4, J12.1, J20.5, and J21.0 for RSV. ICD-9 codes 487 and 488 were mostly used for influenza, and codes 466.11 and 480.1 for RSV. ICD-10 codes had low-to-moderate sensitivity (6.60-79.87%) and high specificity (97.40-99.72%) for influenza, low-to-high sensitivity (30.00-98.4%) and specificity (39.50-99.80%) for COVID-19, and low-to-high sensitivity (6.00-99.80%) and specificity (12.10-100.00%) for RSV. ICD-9 codes had low sensitivity (45.60%) and high specificity (97.90%) for influenza. Underestimation of infections or mortality attributable to influenza, SARS-CoV-2, or RSV is a major limitation to using ICD-coded data across surveillance systems. Conclusions The performance of ICD codes for syndromic- or disease-specific surveillance remains inconclusive, although using only ICD-coded data within these systems may underestimate influenza, SARS-CoV-2, or RSV-attributable morbidity and mortality. Future studies should assess the accuracy of ICD code combinations for surveillance of influenza, SARS-CoV-2, and RSV.
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Affiliation(s)
- Eldad Agyei-Manu
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
- EAM Consult, Sunyani, Ghana
| | - Nadege Atkins
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Madhurima Nundy
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Christa St-Jean
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Alice Gornall-Wick
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Emma Birley
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Udani De Silva
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Prerna Krishan
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Laura Vokey
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Marshall F Dozier
- Information Services, University of Edinburgh, Edinburgh, Scotland, UK
| | - Emilie McSwiggan
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Ruth McQuillan
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Evropi Theodoratou
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
- Cancer Research UK Edinburgh Centre, MRC Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, Scotland, UK
| | - Ting Shi
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - UNCOVER Applied Evidence Synthesis group
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
- EAM Consult, Sunyani, Ghana
- Information Services, University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
- Cancer Research UK Edinburgh Centre, MRC Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
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Muñoz J. Impact of the COVID-19 pandemic on mechanical ventilation cases and mortality rates in non-SARS-CoV-2 patients: A nationwide analysis in Spain. Heart Lung 2024; 68:154-159. [PMID: 39003961 DOI: 10.1016/j.hrtlng.2024.06.017] [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: 11/21/2023] [Revised: 06/27/2024] [Accepted: 06/30/2024] [Indexed: 07/16/2024]
Abstract
BACKGROUND The COVID-19 pandemic has presented unprecedented challenges for healthcare systems globally, impacting critical care resources and patient outcomes. Understanding its multifaceted effects is crucial for future crisis response. OBJECTIVE Analyze the repercussions of the COVID-19 pandemic on mechanical ventilation cases and mortality among non-SARS-CoV-2 patients. METHODS A nationwide database encompassing all patients receiving mechanical ventilation in Spain was used to compare the number of cases and clinical outcomes during COVID-19 (March 2020 - December 2021) to pre-pandemic cases (May 2018 - February 2020). Univariate and multivariate analyses were employed. RESULTS COVID-19 significantly reduced access to ventilation for non-COVID-19 patients. A 16 % decrease (12,099 fewer patients) was observed during the pandemic compared to pre-pandemic times. This reduction affected all analyzed conditions except self-inflicted injuries, coinciding with a rise in overall mortality risk (34.5% vs 35.6 %, OR 1.09, 95 %CI 1.06-1.12). The increased mortality was consistent across diverse admission types, including cancer (37.1% vs. 41.5 %, OR 1.18, 95 %CI 1.09-1.29), hemorrhagic strokes (55.4% vs. 56.6 %, OR 1.07, 95 %CI 1.02-1.20), acute myocardial infarction (35.6% vs. 38 %, OR 1.11, 95 %CI 1.01-1.21), non-SARS-CoV-2 pneumonia (44.5% vs. 45.8 %, OR 1.12, 95 %CI 1.02-1.24), septic shock (54.7% vs. 56.3 %, OR 1.10, 95 %CI 1.06-1.15), and prolonged ventilation (≥96 h) (37% vs. 38.2 %, OR 1.10, 95 %CI 1.06-1.10). CONCLUSIONS The findings underscore the profound impact of the COVID-19 pandemic on critical care utilization and patient outcomes among non-SARS-CoV-2 patients. As healthcare systems strive to mitigate future crises, these insights emphasize adaptable strategies for equitable access to life-saving treatments.
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Affiliation(s)
- Javier Muñoz
- ICU. Hospital General Universitario "Gregorio Marañón". Madrid. Spain.
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Shoukat A, Bawden CE, Röst G, LeBlanc JJ, Galvani AP, Langley JM, Moghadas SM. Impact and cost-effectiveness analyses of vaccination for prevention of respiratory syncytial virus disease among older adults in Ontario: A Canadian Immunization Research Network (CIRN) study. Vaccine 2024; 42:1768-1776. [PMID: 38368226 DOI: 10.1016/j.vaccine.2024.02.041] [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: 12/22/2023] [Revised: 02/08/2024] [Accepted: 02/12/2024] [Indexed: 02/19/2024]
Abstract
BACKGROUND Two prefusion F protein-based vaccines, Arexvy and Abrysvo, have been approved by Health Canada for protecting older adults against respiratory syncytial virus (RSV)-associated lower respiratory tract disease. We estimated the health benefits and cost-effectiveness of these vaccines under a publicly funded single-dose vaccination program in Ontario that targets residents of long-term care homes (LTCHs). Additionally, we evaluated an extended program that broadens vaccination to include community-dwelling older adults. METHODS A discrete-event simulation model was parameterised with the burden of RSV disease including outpatient care, hospitalisation, and death among adults aged 60 years or older in Ontario, Canada. Accounting for direct and indirect costs (in 2023 Canadian dollars) associated with RSV-related outcomes, we calculated the net monetary benefit using quality-adjusted life-year (QALY) gained, and determined the range of price-per-dose (PPD) for vaccination programs to be cost-effective from both healthcare and societal perspectives over two RSV seasons. The incremental cost-effectiveness ratio (ICER) was calculated to estimate the additional costs required to gain one QALY. RESULTS Using a willingness-to-pay of $50,000 per QALY gained, we found that vaccinating 90% of residents in LTCHs with Arexvy would be cost-effective from a societal perspective for a PPD up to $163, producing a mean ICER value of $49,984 (95% CI: $47,539 to $52,704) per QALY gained with a two-year budget impact of $463,468 per 100,000 older adults. The reduction of hospitalizations was estimated at 7.0% compared to the no-vaccination scenario. Extending the program to include community-dwelling older adults with a 74% coverage akin to influenza vaccination, Arexvy remains cost-effective for a PPD up to $139, with a mean ICER value of $49,698 (95% CI: 48,022 to 51,388) per QALY gained and a two-year budget impact of $8.63 million. Compared to the no-vaccination scenario, the extended program resulted in a 57.3% reduction in RSV-related hospitalisations. CONCLUSIONS Vaccinating residents of LTCHs against RSV disease would be cost-effective depending on PPD; extending the program to community-dwelling older adults would provide substantial health benefits, averting significant direct healthcare costs and productivity losses.
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Affiliation(s)
- Affan Shoukat
- Agent-Based Modelling Laboratory, York University, Toronto, Ontario, Canada
| | - Carolyn E Bawden
- Agent-Based Modelling Laboratory, York University, Toronto, Ontario, Canada; Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada
| | - Gergely Röst
- National Laboratory for Health Security, Bolyai Institute, University of Szeged, Szeged, Hungary
| | - Jason J LeBlanc
- Canadian Center for Vaccinology, IWK Health Centre and Nova Scotia Health Authority, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada; Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Heath, Halifax, Nova Scotia, Canada
| | - Alison P Galvani
- Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA
| | - Joanne M Langley
- Canadian Center for Vaccinology, IWK Health Centre and Nova Scotia Health Authority, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Seyed M Moghadas
- Agent-Based Modelling Laboratory, York University, Toronto, Ontario, Canada.
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4
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Habbous S, Saunders N, Chan KK, Hota S, Wang J, Messenger D, Hellsten E. SARS-CoV-2 infection among physicians over time in Ontario, Canada: a population-based retrospective cohort study. Croat Med J 2024; 65:30-42. [PMID: 38433510 PMCID: PMC10915769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 02/21/2024] [Indexed: 03/05/2024] Open
Abstract
AIM To assess this risk of SARS-CoV-2 infection among Ontario physicians by specialty and in comparison with non-physician controls during the COVID-19 pandemic. METHODS In this retrospective cohort study, the primary outcome was incident SARS-CoV-2 infection confirmed by polymerase chain reaction (PCR). Secondary outcomes were hospitalization, use of critical care, and mortality. RESULTS From March 1, 2020 to December 31, 2022, 6172/30 617 (20%) active Ontario physicians tested positive for SARS-CoV-2. Infection was less likely if physicians were older (OR 0.78 [0.76-0.81] per 10 years), rural residents (OR 0.70 [0.59-0.83]), and lived in more marginalized neighborhoods (OR 0.74 [0.62-0.89]), but more likely if they were female (OR 1.14 [1.07-1.22]), worked in long-term care settings (OR 1.16 [1.02-1.32]), had higher patient volumes (OR 2.05 [1.82-2.30] for highest vs lowest), and were pediatricians (OR 1.25 [1.09-1.44]). Compared with community-matched controls (n=29 763), physicians had a higher risk of infection during the first two waves of the pandemic (OR 1.38 [1.20-1.59]) but by wave 3 the risk was no longer significantly different (OR 0.93 [0.83-1.05]). Physicians were less likely to be hospitalized within 14 days of their first positive PCR test than non-physicians (P<0.0001), but there was no difference in the use of critical care (P=0.48) or mortality (P=0.15). CONCLUSION Physicians had higher rates of infection than community-matched controls during the first two waves of the pandemic in Ontario, but not from wave 3 onward. Physicians practicing in long-term care facilities and pediatricians were more likely to test positive for SARS-CoV-2 than other physicians.
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Affiliation(s)
- Steven Habbous
- Steven Habbous, 525 University Ave, Toronto, Ontario, Canada, M5G 2L3,
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5
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Ghirardo S, Ullmann N, Zago A, Ghezzi M, Minute M, Madini B, D'Auria E, Basile C, Castelletti F, Chironi F, Capodiferro A, Andrenacci B, Risso FM, Aversa S, Dotta L, Coretti A, Vittucci AC, Badolato R, Amaddeo A, Barbi E, Cutrera R. Increased bronchiolitis burden and severity after the pandemic: a national multicentric study. Ital J Pediatr 2024; 50:25. [PMID: 38350986 PMCID: PMC10865582 DOI: 10.1186/s13052-024-01602-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 01/28/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND The coronavirus 2019 (COVID-19) related containment measures led to the disruption of all virus distribution. Bronchiolitis-related hospitalizations shrank during 2020-2021, rebounding to pre-pandemic numbers the following year. This study aims to describe the trend in bronchiolitis-related hospitalization this year, focusing on severity and viral epidemiology. METHODS We conducted a retrospective investigation collecting clinical records data from all infants hospitalized for bronchiolitis during winter (1st September-31th March) from September 2018 to March 2023 in six Italian hospitals. No trial registration was necessary according to authorization no.9/2014 of the Italian law. RESULTS Nine hundred fifty-three infants were hospitalized for bronchiolitis this last winter, 563 in 2021-2022, 34 in 2020-2021, 395 in 2019-2020 and 483 in 2018-2019. The mean length of stay was significantly longer this year compared to all previous years (mean 7.2 ± 6 days in 2022-2023), compared to 5.7 ± 4 in 2021-2022, 5.3 ± 4 in 2020-2021, 6.4 ± 5 in 2019-2020 and 5.5 ± 4 in 2018-2019 (p < 0.001), respectively. More patients required mechanical ventilation this winter 38 (4%), compared to 6 (1%) in 2021-2022, 0 in 2020-2021, 11 (2%) in 2019-2020 and 6 (1%) in 2018-2019 (p < 0.05), respectively. High-flow nasal cannula and non-invasive respiratory supports were statistically more common last winter (p = 0.001 or less). RSV prevalence and distribution did not differ this winter, but coinfections were more prevalent 307 (42%), 138 (31%) in 2021-2022, 1 (33%) in 2020-2021, 68 (23%) in 2019-2020, 61 (28%) in 2018-2019 (p = 0.001). CONCLUSIONS This study shows a growth of nearly 70% in hospitalisations for bronchiolitis, and an increase in invasive respiratory support and coinfections, suggesting a more severe disease course this winter compared to the last five years.
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Affiliation(s)
- Sergio Ghirardo
- Department of Medicine, Surgery and Health Sciences, University of Trieste, via dell'Istria 65/1, Trieste, Italy.
| | - Nicola Ullmann
- Pediatric Pulmonology and Cystic Fibrosis Unit, Respiratory Intermediate Care Unit, Sleep and Long-Term Ventilation Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Alessandro Zago
- Department of Medicine, Surgery and Health Sciences, University of Trieste, via dell'Istria 65/1, Trieste, Italy
| | - Michele Ghezzi
- Department of Pediatrics, Buzzi Children's Hospital, Milan, Italy
| | - Marta Minute
- Ospedale Regionale Ca Foncello Treviso, Treviso, Italy
| | - Barbara Madini
- S.C. Pediatria Pneumoinfettivologia Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Enza D'Auria
- Department of Pediatrics, Buzzi Children's Hospital, Milan, Italy
| | - Cecilia Basile
- Department of Pediatrics, Buzzi Children's Hospital, Milan, Italy
| | | | - Federica Chironi
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, 20122, Italy
| | - Agata Capodiferro
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, 20122, Italy
| | - Beatrice Andrenacci
- Department of Clinical and Experimental Medicine, Section of Pediatrics, University of Pisa, Pisa, Italy
| | - Francesco Maria Risso
- Neonatal Intensive Care Unit, Children's Hospital, ASST Spedali Civili, Brescia, Italy
| | - Salvatore Aversa
- Neonatal Intensive Care Unit, Children's Hospital, ASST Spedali Civili, Brescia, Italy
| | - Laura Dotta
- Department of Pediatrics and "A. Nocivelli" Institute for Molecular Medicine, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Brescia, Italy
| | - Antonella Coretti
- Pediatric Pulmonology and Cystic Fibrosis Unit, Respiratory Intermediate Care Unit, Sleep and Long-Term Ventilation Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Anna Chiara Vittucci
- Pediatric Pulmonology and Cystic Fibrosis Unit, Respiratory Intermediate Care Unit, Sleep and Long-Term Ventilation Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Raffaele Badolato
- Department of Pediatrics and "A. Nocivelli" Institute for Molecular Medicine, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Brescia, Italy
| | - Alessandro Amaddeo
- Institute for Maternal and Child Health-IRCCS "Burlo Garofolo", Trieste, 34137, Italy
| | - Egidio Barbi
- Department of Medicine, Surgery and Health Sciences, University of Trieste, via dell'Istria 65/1, Trieste, Italy
- Institute for Maternal and Child Health-IRCCS "Burlo Garofolo", Trieste, 34137, Italy
| | - Renato Cutrera
- Pediatric Pulmonology and Cystic Fibrosis Unit, Respiratory Intermediate Care Unit, Sleep and Long-Term Ventilation Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
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Abushahin A, Toma H, Alnaimi A, Abu-Hasan M, Alneirab A, Alzoubi H, Belavendra A, Janahi I. Impact of COVID‑19 pandemic restrictions and subsequent relaxation on the prevalence of respiratory virus hospitalizations in children. BMC Pediatr 2024; 24:91. [PMID: 38302912 PMCID: PMC10835825 DOI: 10.1186/s12887-024-04566-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 01/15/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic and the consequently adopted worldwide control measures have resulted in global changes in the epidemiology and severity of other respiratory viruses. We compared the number and severity of viral acute lower respiratory tract infection (ALRTI) hospitalizations and determined changes in causative respiratory pathogens before, during, and after the pandemic among young children in Qatar. METHODS In this single-center retrospective study, we reviewed data of children ≤ 36 months old who were admitted to Sidra Medicine in Qatar with a viral ALRTI during winter seasons (September-April) between 2019 and 2023. The study period was divided into three distinct seasons based on the pandemic-imposed restrictions as follows: (1) the period between September 2019 and April 2020 was considered the pre-COVID-19 pandemic season; (2) the periods between September 2020 and April 2021, and the period between January and April 2022 were considered the COVID-19 pandemic seasons; and (3) the periods between September 2022 and April 2023 was considered the post-COVID-19 pandemic season. RESULTS During the COVID-19 season, 77 patients were admitted, compared with 153 patients during the pre-COVID-19 season and 230 patients during the post-COVID-19 season. RSV was the dominant virus during the pre-COVID-19 season, with a detection rate of 50.9%. RSV infection rate dropped significantly during the COVID-19 season to 10.4% and then increased again during the post-COVID-19 season to 29.1% (P < 0.001). Rhinovirus was the dominant virus during the COVID-19 (39.1%) and post-COVID-19 seasons (61%) compared to the pre-COVID-19 season (31.4%) (P < 0.001). The average length of hospital stay was significantly longer in the post-COVID-19 season than in the pre-COVID-19 and COVID-19 seasons (P < 0.001). No significant differences in the pediatric intensive care unit (PICU) admission rate (P = 0.22), PICU length of stay (p = 0.479), or respiratory support requirements were detected between the three seasons. CONCLUSION Our study showed reduced viral ALRTI hospitalizations in Qatar during the COVID-19 pandemic with reduced RSV detection. An increase in viral ALRTI hospitalizations accompanied by a resurgence of RSV circulation following the relaxation of COVID-19 restrictions was observed without changes in disease severity.
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Affiliation(s)
- Ahmed Abushahin
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar.
- Weill Cornel Medicine-Qatar (WCM-Q), Doha, Qatar.
| | - Haneen Toma
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
| | - Amal Alnaimi
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
- Weill Cornel Medicine-Qatar (WCM-Q), Doha, Qatar
| | - Mutasim Abu-Hasan
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
| | - Abdullah Alneirab
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
| | - Hadeel Alzoubi
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
| | - Antonisamy Belavendra
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
| | - Ibrahim Janahi
- Department of Pediatric Medicine, Division of Pulmonology, Sidra Medicine, Doha, Qatar
- Weill Cornel Medicine-Qatar (WCM-Q), Doha, Qatar
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Tavares ER, de Lima TF, Bartolomeu-Gonçalves G, de Castro IM, de Lima DG, Borges PHG, Nakazato G, Kobayashi RKT, Venancio EJ, Tarley CRT, de Almeida ERD, Pelisson M, Vespero EC, Simão ANC, Perugini MRE, Kerbauy G, Fornazieri MA, Tognim MCB, Góes VM, de Souza TDACB, Oliveira DBL, Durigon EL, Faccin-Galhardi LC, Yamauchi LM, Yamada-Ogatta SF. Development of a Melting-Curve-Based Multiplex Real-Time PCR Assay for the Simultaneous Detection of Viruses Causing Respiratory Infection. Microorganisms 2023; 11:2692. [PMID: 38004704 PMCID: PMC10672821 DOI: 10.3390/microorganisms11112692] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/19/2023] [Accepted: 10/30/2023] [Indexed: 11/26/2023] Open
Abstract
The prompt and accurate identification of the etiological agents of viral respiratory infections is a critical measure in mitigating outbreaks. In this study, we developed and clinically evaluated a novel melting-curve-based multiplex real-time PCR (M-m-qPCR) assay targeting the RNA-dependent RNA polymerase (RdRp) and nucleocapsid phosphoprotein N of SARS-CoV-2, the Matrix protein 2 of the Influenza A virus, the RdRp domain of the L protein from the Human Respiratory Syncytial Virus, and the polyprotein from Rhinovirus B genes. The analytical performance of the M-m-qPCR underwent assessment using in silico analysis and a panel of reference and clinical strains, encompassing viral, bacterial, and fungal pathogens, exhibiting 100% specificity. Moreover, the assay showed a detection limit of 10 copies per reaction for all targeted pathogens using the positive controls. To validate its applicability, the assay was further tested in simulated nasal fluid spiked with the viruses mentioned above, followed by validation on nasopharyngeal swabs collected from 811 individuals. Among them, 13.4% (109/811) tested positive for SARS-CoV-2, and 1.1% (9/811) tested positive for Influenza A. Notably, these results showed 100% concordance with those obtained using a commercial kit. Therefore, the M-m-qPCR exhibits great potential for the routine screening of these respiratory viral pathogens.
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Affiliation(s)
- Eliandro Reis Tavares
- Laboratory of Molecular Biology of Microorganisms, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (E.R.T.); (D.G.d.L.)
| | - Thiago Ferreira de Lima
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Guilherme Bartolomeu-Gonçalves
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | - Isabela Madeira de Castro
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Daniel Gaiotto de Lima
- Laboratory of Molecular Biology of Microorganisms, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (E.R.T.); (D.G.d.L.)
| | - Paulo Henrique Guilherme Borges
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Gerson Nakazato
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Renata Katsuko Takayama Kobayashi
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Emerson José Venancio
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | | | | | - Marsileni Pelisson
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | - Eliana Carolina Vespero
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | - Andrea Name Colado Simão
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | - Márcia Regina Eches Perugini
- Graduate Program in Clinical and Laboratory Pathophysiology, Department of Pathology, Clinical and Toxicological Analysis, State University of Londrina, Londrina 86038-350, Brazil; (G.B.-G.); (E.J.V.); (M.P.); (E.C.V.); (A.N.C.S.); (M.R.E.P.)
| | - Gilselena Kerbauy
- Graduate Program in Nursing, Department of Nursing, State University of Londrina, Londrina 86038-350, Brazil;
| | - Marco Aurélio Fornazieri
- Graduate Program in Health Sciences, Department of Clinical Surgery, State University of Londrina, Londrina 86038-350, Brazil;
| | | | | | | | - Danielle Bruna Leal Oliveira
- Albert Einstein Hospital, São Paulo 05652-900, Brazil;
- Laboratory of Clinical and Molecular Virology, University of São Paulo, São Paulo 05508-000, Brazil;
| | - Edison Luiz Durigon
- Laboratory of Clinical and Molecular Virology, University of São Paulo, São Paulo 05508-000, Brazil;
| | - Lígia Carla Faccin-Galhardi
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Lucy Megumi Yamauchi
- Laboratory of Molecular Biology of Microorganisms, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (E.R.T.); (D.G.d.L.)
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
| | - Sueli Fumie Yamada-Ogatta
- Laboratory of Molecular Biology of Microorganisms, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (E.R.T.); (D.G.d.L.)
- Graduate Program in Microbiology, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (T.F.d.L.); (I.M.d.C.); (P.H.G.B.); (G.N.); (R.K.T.K.); (L.C.F.-G.)
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