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Yuan L, Du L, Gao Y, Zhang Y, Shen Y. The challenges and benefits of public health in smart cities from a 4 M perspective. Front Public Health 2024; 12:1361205. [PMID: 38887254 PMCID: PMC11180731 DOI: 10.3389/fpubh.2024.1361205] [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: 12/25/2023] [Accepted: 03/07/2024] [Indexed: 06/20/2024] Open
Abstract
Introduction With the acceleration of urbanization, public health issues have become increasingly prominent in smart city construction, especially in the face of sudden public health crises. A deep research method for public health management based on a 4M perspective (human, machine, materials, methods) is proposed to effectively address these challenges. Methods: The method involves studying the impact of human factors such as population age, gender, and occupation on public health from a human perspective. It incorporates a machine perspective by constructing a public health prediction model using deep neural networks. Additionally, it analyzes resource allocation and process optimization in public health management from the materials and methods perspectives. Results The experiments demonstrate that the public health prediction model based on deep neural networks achieved a prediction accuracy of 98.6% and a recall rate of 97.5% on the test dataset. In terms of resource allocation and process optimization, reasonable adjustments and optimizations increased the coverage of public health services by 20% and decreased the response time to public health events by 30%. Discussion This research method has significant benefits for addressing the challenges of public health in smart cities. It can improve the efficiency and effectiveness of public health services, helping smart cities respond more quickly and accurately to potential large-scale public health events in the future. This approach holds important theoretical and practical significance.
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Affiliation(s)
- Lirong Yuan
- Hebei University of Chinese Medicine, Shijiazhuang, China
- Traditional Chinese Medicine Health Care Research Key Laboratory Project of Hebei Province, Shijiazhuang, China
| | - Lihong Du
- Hebei University of Chinese Medicine, Shijiazhuang, China
- Traditional Chinese Medicine Health Care Research Key Laboratory Project of Hebei Province, Shijiazhuang, China
| | - Yonggang Gao
- Hebei University of Chinese Medicine, Shijiazhuang, China
| | - Yujin Zhang
- Hebei University of Chinese Medicine, Shijiazhuang, China
| | - Yongqing Shen
- Hebei University of Chinese Medicine, Shijiazhuang, China
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Chicoye A, Crépey P, Nguyen VH, Márquez-Peláez S, Postma M, Pugliese A, Ruiz-Aragón J, Mould-Quevedo J. Contributions of cost-effectiveness analyses (CEA) to influenza vaccination policy for older adults in Europe. Vaccine 2023; 41:5518-5524. [PMID: 37550142 DOI: 10.1016/j.vaccine.2023.07.073] [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: 06/16/2023] [Revised: 07/28/2023] [Accepted: 07/30/2023] [Indexed: 08/09/2023]
Abstract
This review describes the importance of economic evaluations and real-world evidence (RWE) for the assessment of enhanced influenza vaccines for older adults in Europe. Individuals ≥65 years of age are at increased risk of severe influenza outcomes and many countries in Europe recommend enhanced vaccines for this population to mitigate immunosenescence. Some National Immunization Technical Advisory Groups (NITAGs) may preferentially recommend a specific enhanced vaccine, necessitating comparative economic evaluation and estimation of relative vaccine effectiveness between enhanced vaccine options in the absence of direct head-to-head efficacy data. Distinct approaches to economic modeling and cost-effectiveness analysis (CEA) guide national vaccination policies in Europe, including how underlying data, such as RWE, are used in these models. RWE is an important evidence source for input into CEA models based on disease factors (e.g., antigenic shift and seasonal variation) and practical factors (e.g., limitations of performing multiple randomized clinical trials to capture seasonal variation; the need to obtain relevant patient-oriented, real-world endpoints, such as hospitalizations). CEA is considered crucial to vaccine assessment among certain countries in Europe, but further harmonization of economic evaluations, including the use of RWE, across NITAGs in Europe may be of benefit, alongside standardized approaches for vaccine appraisal. In the future, more countries may use RWE as an input in CEA models to support NITAG recommendations for enhanced influenza vaccines in older populations, especially considering the value of RWE for the assessment of influenza epidemiology and vaccine effectiveness as stated by the World Health Organization, and the availability of a broad RWE base for certain enhanced vaccines.
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Affiliation(s)
- Annie Chicoye
- Sciences Po Paris, 27 Rue Saint-Guillaume, 75007 Paris, France
| | - Pascal Crépey
- EHESP School of Public Health, University of Rennes, CNRS, Arènes - UMR 6051, RSMS - Inserm U 1309, Rennes, France
| | | | - Sergio Márquez-Peláez
- Department of Economics, Economic Analysis, Faculty of Business Pablo de Olavide University, 41013 Seville, Spain
| | - Maarten Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, P.O. Box 72, 9700 AB Groningen, The Netherlands; Department of Economics, Econometrics & Finance, Faculty of Economics & Business, University of Groningen, 9713 AV Groningen, The Netherlands; Centre of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jl. Raya Bandung Sumedang KM 21, Jatinangor 45363, Bandung, Indonesia
| | - Andrea Pugliese
- Department of Mathematics, University of Trento, 38123 Trento, Italy
| | - Jesús Ruiz-Aragón
- Department of Clinical Microbiology, Lab. Clinical Analysis, Hospital de la Línea, Cádiz, Spain
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Batty CJ, Pena ES, Amouzougan EA, Moore KM, Ainslie KM, Bachelder EM. Humoral Response to the Acetalated Dextran M2e Vaccine is Enhanced by Antigen Surface Conjugation. Bioconjug Chem 2023; 34:1447-1458. [PMID: 37458383 DOI: 10.1021/acs.bioconjchem.3c00223] [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] [Indexed: 08/17/2023]
Abstract
The influenza A virus causes substantial morbidity and mortality worldwide every year and poses a constant threat of an emergent pandemic. Seasonal influenza vaccination strategies fail to provide complete protection against infection due to antigenic drift and shift. A universal vaccine targeting a conserved influenza epitope could substantially improve current vaccination strategies. The ectodomain of the matrix 2 protein (M2e) of influenza is a highly conserved epitope between virus strains but is also poorly immunogenic. Administration of M2e and the immunostimulatory stimulator of interferon genes (STING) agonist 3'3'-cyclic guanosine-adenosine monophosphate (cGAMP) encapsulated in microparticles made of acetalated dextran (Ace-DEX) has previously been shown to be effective for increasing the immunogenicity of M2e, primarily through T-cell-mediated responses. Here, the immunogenicity of Ace-DEX MPs delivering M2e was further improved by conjugating the M2e peptide to the particle surface in an effort to affect B-cell responses more directly. Conjugated or encapsulated M2e co-administered with Ace-DEX MPs containing cGAMP were used to vaccinate mice, and it was shown that two or three vaccinations could fully protect against a lethal influenza challenge, while only the surface-conjugated antigen constructs could provide some protection against lethal challenge with only one vaccination. Additionally, the use of a reducible linker augmented the T-cell response to the antigen. These results show the utility of conjugating M2e to the surface of a particle carrier to increase its immunogenicity for use as the antigen in a universal influenza vaccine.
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Affiliation(s)
- Cole J Batty
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Erik S Pena
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina 27599, United States
| | - Eva A Amouzougan
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Kathryn M Moore
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina 27599, United States
| | - Kristy M Ainslie
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina 27599, United States
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Eric M Bachelder
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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Postma M, Fisman D, Giglio N, Márquez-Peláez S, Nguyen VH, Pugliese A, Ruiz-Aragón J, Urueña A, Mould-Quevedo J. Real-World Evidence in Cost-Effectiveness Analysis of Enhanced Influenza Vaccines in Adults ≥ 65 Years of Age: Literature Review and Expert Opinion. Vaccines (Basel) 2023; 11:1089. [PMID: 37376478 DOI: 10.3390/vaccines11061089] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 05/30/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Influenza vaccination can benefit most populations, including adults ≥ 65 years of age, who are at greater risk of influenza-related complications. In many countries, enhanced vaccines, such as adjuvanted, high-dose, and recombinant trivalent/quadrivalent influenza vaccines (aTIV/aQIV, HD-TIV/HD-QIV, and QIVr, respectively), are recommended in older populations to provide higher immunogenicity and increased relative vaccine efficacy/effectiveness (rVE) than standard-dose vaccines. This review explores how efficacy and effectiveness data from randomized controlled trials and real-world evidence (RWE) are used in economic evaluations. Findings from published cost-effectiveness analyses (CEA) on enhanced influenza vaccines for older adults are summarized, and the assumptions and approaches used in these CEA are assessed alongside discussion of the importance of RWE in CEA. Results from many CEA showed that adjuvanted and high-dose enhanced vaccines were cost-effective compared with standard vaccines, and that differences in rVE estimates and acquisition price may drive differences in cost-effectiveness estimates between enhanced vaccines. Overall, RWE and CEA provide clinical and economic rationale for enhanced vaccine use in people ≥ 65 years of age, an at-risk population with substantial burden of disease. Countries that consider RWE when making vaccine recommendations have preferentially recommended aTIV/aQIV, as well as HD-TIV/HD-QIV and QIVr, to protect older individuals.
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Affiliation(s)
- Maarten Postma
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, P.O. Box 72, 9700 AB Groningen, The Netherlands
- Department of Economics, Econometrics & Finance, Faculty of Economics & Business, University of Groningen, 9713 AB Groningen, The Netherlands
- Centre of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, 40132 Bandung, Indonesia
| | - David Fisman
- Dalla Lana School of Public Health, Toronto, ON M5T 3M7, Canada
| | - Norberto Giglio
- Hospital de Niños Ricardo Gutièrrez, Buenos Aires 1425, Argentina
| | - Sergio Márquez-Peláez
- Department of Economics, Economic Analysis, Faculty of Business Pablo de Olavide University, 41013 Seville, Spain
| | | | - Andrea Pugliese
- Department of Mathematics, University of Trento, 38123 Trento, Italy
| | | | - Analia Urueña
- Centro de Estudios para la Prevención y Control de Enfermedades Transmisibles, Universidad Isalud, Buenos Aires C1095AAS, Argentina
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Chen JY, Hsieh SM, Hwang SJ, Liu CS, Li X, Fournier M, Yeh TY, Yin JK, Samson SI. Immunogenicity and safety of high-dose quadrivalent influenza vaccine in older adults in Taiwan: A phase III, randomized, multi-center study. Vaccine 2022; 40:6450-6454. [PMID: 36216650 DOI: 10.1016/j.vaccine.2022.09.078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 09/08/2022] [Accepted: 09/26/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND High-dose influenza vaccine offers better protection against influenza/associated complications compared with standard-dose formulation. We evaluated immunogenicity and safety of high-dose influenza vaccine (QIV-HD) and standard-dose (QIV-SD) in older adults (≥ 65 years) in Taiwan. METHODS This was a phase III, randomized, modified double-blind, active-controlled, multi-center, descriptive study in older adults. Participants (N = 165) were randomized 1:1 to receive QIV-HD or QIV-SD vaccine (clinicaltrials.gov#NCT04537234). RESULTS For all four influenza strains, geometric means titers (GMTs) of hemagglutination inhibition were higher for the QIV-HD than QIV-SD with adjusted GMT ratios (95 % CI) of 2.65 (1.87-3.75) for A/H1N1; 1.76 (1.31-2.38) for A/H3N2; 2.60 (1.90-3.56) for B/Victoria; and 2.01 (1.57-2.56) for B/Yamagata. The seroconversion was higher for QIV-HD than QIV-SD with similar safety profiles across both groups. CONCLUSION QIV-HD was highly immunogenic for four influenza strains and have acceptable safety profile in older adults aged ≥ 65 years in Taiwan.
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Affiliation(s)
- Jau-Yuan Chen
- Chang Gung Memorial Hospital, Linkou Branch, Taoyuan, Taiwan; Chang Gung University College of Medicine, Taoyuan, Taiwan
| | | | - Shinn-Jang Hwang
- Taipei Veterans General Hospital, Taipei, Taiwan; National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan
| | | | | | | | | | - J Kevin Yin
- Sanofi, Singapore; Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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Introductory paper: High-dose influenza vaccine. Vaccine 2021; 39 Suppl 1:A1-A5. [PMID: 33549389 DOI: 10.1016/j.vaccine.2020.09.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 09/01/2020] [Indexed: 01/05/2023]
Abstract
Seasonal influenza has a significant impact on global public health each year, especially in older adults 65 years of age and above. This paper presents the evolution of high-dose influenza vaccine and the quantity as well as quality of evidence on this vaccine. Its introduces other peer-reviewed manuscripts included in this supplement covering the benefits high-dose influenza vaccine over ten consecutive influenza seasons. The development of the high-dose influenza vaccine represents an important step in the evolution of influenza vaccines, offering an advancement in prevention of influenza and a step in encouraging healthy aging in older adults. A video summary of the article can be accessed via the Supplementary data link at the end of this article.
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