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Setting: In Canada's federated healthcare system, 13 provincial and territorial jurisdictions have independent responsibility to collect data to inform health policies. During the COVID-19 pandemic (2020-2023), national and regional sero-surveys mostly drew upon existing infrastructure to quickly test specimens and collect data but required cross-jurisdiction coordination and communication.
Intervention: There were 4 national and 7 regional general population SARS-CoV-2 sero-surveys. Survey methodologies varied by participant selection approaches, assay choices, and reporting structures. We analyzed Canadian pandemic sero-surveillance initiatives to identify key learnings to inform future pandemic planning.
Outcomes: Over a million samples were tested for SARS-CoV-2 antibodies from 2020 to 2023 but siloed in 11 distinct datasets. Most national sero-surveys had insufficient sample size to estimate regional prevalence; differences in methodology hampered cross-regional comparisons of regional sero-surveys. Only four sero-surveys included questionnaires. Sero-surveys were not directly comparable due to different assays, sampling methodologies, and time-frames. Linkage to health records occurred in three provinces only. Dried blood spots permitted sample collection in remote populations and during stay-at-home orders.
Implications: To provide timely, high-quality information for public health decision-making, routine sero-surveillance systems must be adaptable, flexible, and scalable. National capability planning should include consortiums for assay design and validation, defined mechanisms to improve test capacity, base documents for data linkage and material transfer across jurisdictions, and mechanisms for real-time communication of data. Lessons learned will inform incorporation of a robust sero-survey program into routine surveillance with strategic sampling and capacity to adapt and scale rapidly as a part of a comprehensive national pandemic response plan.
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http://dx.doi.org/10.17269/s41997-024-00901-w | DOI Listing |
Cereb Cortex
August 2025
Functional Imaging Laboratory (FIL), Department of Imaging Neuroscience, University College London, 12 Queen Square, London WC1N 3AR, United Kingdom.
This paper marks the 30th anniversary of the Statistical Parametric Mapping (SPM) software and the journal Cerebral Cortex: two modest milestones that mark the inception of cognitive neuroscience. We take this opportunity to reflect on SPM, a generation after its introduction. Each of the authors of this paper-who represent a small selection of the many contributors to SPM-were asked to consider lessons learned, what has gone well, and where there is room for improvement in future development.
View Article and Find Full Text PDFVet Res Commun
September 2025
College of Veterinary Medicine, Vietnam National University of Agriculture, 100000, Hanoi, Vietnam.
African swine fever (ASF) is a contagious viral disease that affects domestic pigs and Eurasian wild boars, causing significant economic losses to the global pig industry. Since its first outbreak in February 2019, ASF has had a profound impact on the Vietnamese pig sector. This review presents a comprehensive analysis of ASF outbreaks in Vietnam from 2019 to 2024, focusing on outbreak dynamics, control strategies, economic impact, and key lessons learned.
View Article and Find Full Text PDFHealth Lit Res Pract
July 2025
Kaiser Permanente Center for Health Research, Portland, Oregon.
Background: Community engagement is key to developing culturally responsive public health interventions that resonate with diverse populations and promote health equity.
Brief Description Of Activity: We applied an adapted version of Boot Camp Translation (BCT), a community-based participatory approach, to develop culturally and locally relevant messaging and materials for diverse populations. This adapted BCT approach focuses on three core themes: (1) Listen, (2) Empower, and (3) Co-Create, or LEC.
J Healthc Sci Humanit
January 2024
Political Science Student, Bioethics Honors Program, Tuskegee University.
Jonathan David Hodge recounts his personal experience of living through the COVID-19 pandemic as a high school student. Isolated from friends due to school closures, he describes the toll the pandemic took on his social and mental well-being. After contracting the virus during a trip to Florida, he faced both the physical challenges of recovery and the emotional difficulty of quarantine.
View Article and Find Full Text PDFJ Coll Sci Teach
March 2025
RCSB Protein Data Bank, Institute for Quantitative Biomedicine, Rutgers University, Piscataway, New Jersey, United States.
Structure-function relationships are a core concept in many STEM disciplines. Most biology curricula introduce students to macromolecules, their building blocks, and other small molecules that play key roles in biological processes. However, the shapes, interactions, and functions of these molecules are often discussed using schematic diagrams, ignoring the vast amounts of three-dimensional structural and bioinformatics data freely available from public data resources.
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