RÉSUMÉ
BACKGROUND: Routinely collected electronic health records (EHR) offer a valuable opportunity to carry out research on immunization uptake, effectiveness, and safety, using large and representative samples of the population. In contrast to other drugs, vaccines do not require electronic prescription in many settings, which may lead to ambiguous coding of vaccination status and timing. METHODOLOGY: We propose a comprehensive algorithm to identifying childhood immunizations in routinely collected EHR. In order to deal with ambiguous coding, over-recording, and backdating in EHR, we suggest an approach combining a wide range of medical codes in combination to identify vaccination events and using appropriate wash-out periods and quality checks. We illustrate this approach on a cohort of children born between 2006 and 2014 followed up to the age of five in the Clinical Practice Research Datalink (CPRD) Aurum, a UK primary care dataset of EHR, and validate the results against national estimates of vaccine coverage by NHS Digital and Public Health England. RESULTS: Our algorithm reproduced estimates of vaccination coverage, which are comparable to official national estimates and allows to approximate the age at vaccination. Electronic prescription data only do not cover vaccination events sufficiently. CONCLUSION: Our new proposed method could be used to provide a more accurate estimation of vaccination coverage and timing of vaccination for researchers and policymakers using EHR. As with all observational research using real-world data, it is important that researchers understand the context of the used dataset used and the clinical practice of recording.
Sujet(s)
Algorithmes , Dossiers médicaux électroniques , Humains , Dossiers médicaux électroniques/statistiques et données numériques , Royaume-Uni , Enfant d'âge préscolaire , Nourrisson , Vaccination/statistiques et données numériques , Couverture vaccinale/statistiques et données numériques , Mâle , Immunisation/statistiques et données numériques , Femelle , Nouveau-né , Vaccins/administration et posologie , Études de cohortesRÉSUMÉ
The countries of the Americas, with support from PAHO, have made remarkable progress in providing children with an umbrella of protection against basic vaccine-preventable diseases. Sustained high national immunization coverage levels, the eradication of polio, the interruption of endemic measles virus transmission, and efforts towards rubella and congenital rubella syndrome elimination are hemispheric benchmarks of this progress. Since 2020, the Region has also been facing the COVID-19 pandemic and major efforts have been taken to ensure administration of COVID-19 vaccines across all countries. Countries are now vaccinating age groups outside those usually targeted in the traditional childhood immunization program. Introducing seasonal influenza vaccine in adult populations at risk, vaccinating adolescents and adults, men, and women for rubella elimination, and defining the disease burden of cervical cancer are activities that support the critical need for national immunization programs to transition from child to family immunization. In support to countries, one of PAHO's roles is to disseminate information that can highlight progress and challenges faced in the Region. To that end, PAHO regularly publishes several technical documents related to immunization. The annually published "Immunization in the Americas" brochure summarizes immunization coverage in the Region of the Americas, in addition to illustrating the work done by the Region’s immunization programs for that year. Immunization in the Americas: 2023 Summary includes tables with the Region's demographic, morbidity, program management, financing, and socioeconomic data, as well as reported immunization coverage and surveillance indicators, among other items.
Sujet(s)
Immunisation , Vaccins , Maladies évitables par la vaccination , Couverture vaccinale , AmériquesRÉSUMÉ
As national immunization programs grapple with how to increase vaccine uptake for both vaccines against COVID and those that form part of the routine immunization schedule, they should consider the role of behavioral and social drivers of vaccination (BeSD), which help us understand the beliefs and experiences that influence vaccine uptake. The present document includes answers to questions submitted to PAHO about behavioral and social drivers of vaccination with the goal of helping immunization programs understand these factors; what the BeSD framework is and what its four domains – thinking and feeling, social processes, motivation, and practical issues – are; how social and behavioral data can be collected, analyzed, and used to implement and evaluate interventions to increase uptake; what tools are available to do this; the special considerations needed when considering health workers´ role in promoting vaccination; the relationship between BeSD and risk communication and community engagement (RCCE) for vaccination; and the definition and relationship between key social and behavioral terms like vaccine confidence and vaccine hesitancy. Additionally, the document presents the new spectrum on intentions toward vaccination and answers questions about how to handle anti-vaccine advocates (“anti-vaxxers”) and vaccine refusers; managing misinformation and disinformation related to vaccination and engaging in social listening; and using the BeSD framework to change risk perceptions about vaccine-preventable diseases and vaccination. Resources developed by WHO and PAHO that are related to behavioral and social drivers of vaccination are also listed and linked for easy access by the user of the FAQ document.
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Immunisation , Programmes de vaccination , Vaccins , Vaccins contre la COVID-19 , Vaccination , Sciences du comportementRÉSUMÉ
BACKGROUND: Vaccines have revolutionized public health by providing protection against infectious diseases. They stimulate the immune system and generate memory cells to defend against targeted diseases. Clinical trials evaluate vaccine performance, including dosage, administration routes, and potential side effects. CLINICALTRIALS: gov is a valuable repository of clinical trial information, but the vaccine data in them lacks standardization, leading to challenges in automatic concept mapping, vaccine-related knowledge development, evidence-based decision-making, and vaccine surveillance. RESULTS: In this study, we developed a cascaded framework that capitalized on multiple domain knowledge sources, including clinical trials, the Unified Medical Language System (UMLS), and the Vaccine Ontology (VO), to enhance the performance of domain-specific language models for automated mapping of VO from clinical trials. The Vaccine Ontology (VO) is a community-based ontology that was developed to promote vaccine data standardization, integration, and computer-assisted reasoning. Our methodology involved extracting and annotating data from various sources. We then performed pre-training on the PubMedBERT model, leading to the development of CTPubMedBERT. Subsequently, we enhanced CTPubMedBERT by incorporating SAPBERT, which was pretrained using the UMLS, resulting in CTPubMedBERT + SAPBERT. Further refinement was accomplished through fine-tuning using the Vaccine Ontology corpus and vaccine data from clinical trials, yielding the CTPubMedBERT + SAPBERT + VO model. Finally, we utilized a collection of pre-trained models, along with the weighted rule-based ensemble approach, to normalize the vaccine corpus and improve the accuracy of the process. The ranking process in concept normalization involves prioritizing and ordering potential concepts to identify the most suitable match for a given context. We conducted a ranking of the Top 10 concepts, and our experimental results demonstrate that our proposed cascaded framework consistently outperformed existing effective baselines on vaccine mapping, achieving 71.8% on top 1 candidate's accuracy and 90.0% on top 10 candidate's accuracy. CONCLUSION: This study provides a detailed insight into a cascaded framework of fine-tuned domain-specific language models improving mapping of VO from clinical trials. By effectively leveraging domain-specific information and applying weighted rule-based ensembles of different pre-trained BERT models, our framework can significantly enhance the mapping of VO from clinical trials.
Sujet(s)
Ontologies biologiques , Essais cliniques comme sujet , Vaccins , Vaccins/immunologie , Humains , Traitement du langage naturel , Unified medical language system (USA)RÉSUMÉ
This study introduces an SIRS compartmental mathematical model encompassing vaccination and variable immunity periods for infectious diseases. I derive a basic reproduction number formula and assess the local and global stability of disease-free and the local stability of the endemic equilibria. I demonstrate that the basic reproduction number in the presence of a vaccine is highly sensitive to the rate of immunity loss, and even a slight reduction in this rate can significantly contribute to disease control. Additionally, I have derived a formula to calculate the critical efficacy period required for a vaccine to effectively manage and control the disease.The analysis conducted for the model suggests that increasing the vaccine's immunity duration (efficacy) decelerates disease dynamics, leading to reduced rates of reinfection and less severe disease outcomes. Furthermore, this delay contributes to a decrease in the basic reproduction number ( R 0 ), thus facilitating more rapid disease control efforts.
Sujet(s)
Maladies transmissibles , Modèles théoriques , , Humains , Maladies transmissibles/immunologie , Taux de reproduction de base , Vaccination , Vaccins/immunologieRÉSUMÉ
Biomaterials are substances that can be injected, implanted, or applied to the surface of tissues in biomedical applications and have the ability to interact with biological systems to initiate therapeutic responses. Biomaterial-based vaccine delivery systems possess robust packaging capabilities, enabling sustained and localized drug release at the target site. Throughout the vaccine delivery process, they can contribute to protecting, stabilizing, and guiding the immunogen while also serving as adjuvants to enhance vaccine efficacy. In this article, we provide a comprehensive review of the contributions of biomaterials to the advancement of vaccine development. We begin by categorizing biomaterial types and properties, detailing their reprocessing strategies, and exploring several common delivery systems, such as polymeric nanoparticles, lipid nanoparticles, hydrogels, and microneedles. Additionally, we investigated how the physicochemical properties and delivery routes of biomaterials influence immune responses. Notably, we delve into the design considerations of biomaterials as vaccine adjuvants, showcasing their application in vaccine development for cancer, acquired immunodeficiency syndrome, influenza, corona virus disease 2019 (COVID-19), tuberculosis, malaria, and hepatitis B. Throughout this review, we highlight successful instances where biomaterials have enhanced vaccine efficacy and discuss the limitations and future directions of biomaterials in vaccine delivery and immunotherapy. This review aims to offer researchers a comprehensive understanding of the application of biomaterials in vaccine development and stimulate further progress in related fields.
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Matériaux biocompatibles , Systèmes de délivrance de médicaments , Vaccins , Matériaux biocompatibles/composition chimique , Humains , Animaux , Systèmes de délivrance de médicaments/méthodes , Nanoparticules/composition chimique , Hydrogels/composition chimique , Développement de vaccin , COVID-19/prévention et contrôle , Adjuvants vaccinaux/composition chimiqueRÉSUMÉ
BACKGROUND: The study's objective was to examine national trends in patterns of under-vaccination in the United States. RESEARCH DESIGN AND METHODS: The National Immunization Survey-Child (NIS-Child) is an annual cross-sectional survey that collects provider-verified vaccination records from a large national probability sample of children. Records from the 2011-2021 NIS-Child were used to assess receipt of the combined 7-vaccine series by age 24 months. Based on prior work, patterns indicative of hesitancy included zero vaccines, not starting ≥1 series, and consistent vaccine-limiting. Patterns indicative of practical issues included starting all series but missing doses. Up-to-date (UTD) was defined as receiving all doses in the combined 7-vaccine series. RESULTS: The study population comprised 127,257 children. Over the observation period, patterns indicative of hesitancy significantly decreased (p-trend < 0.0001), patterns indicative of practical issues significantly decreased (p-trend < 0.0001), and UTD significantly increased (p-trend < 0.0001). In 2021, the weighted percentage in each category was as follows: probable hesitancy 6.3% (95% confidence interval [CI] 5.4%, 7.2%), probable practical issues 26.0% (95% CI 24.4%, 27.6%), and UTD 67.7% (95% CI 66.0%, 69.4%). CONCLUSION: Over an 11-year period, vaccination coverage in the United States for the combined 7-vaccine series has improved, with patterns suggestive of practical issues or hesitancy declining.
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Vaccination , Humains , États-Unis , Études transversales , Nourrisson , Vaccination/statistiques et données numériques , Vaccination/tendances , Mâle , Femelle , Enfant d'âge préscolaire , Vaccins/administration et posologie , Réticence à l'égard de la vaccination/statistiques et données numériques , Réticence à l'égard de la vaccination/tendances , Calendrier vaccinal , Couverture vaccinale/statistiques et données numériques , Couverture vaccinale/tendances , Enquêtes et questionnaires , Programmes de vaccination/tendancesRÉSUMÉ
Since 1994, the U.S. Vaccines for Children (VFC) program has covered the cost of vaccines for children whose families might not otherwise be able to afford vaccines. This report assessed and quantified the health benefits and economic impact of routine U.S. childhood immunizations among both VFC-eligible and non-VFC-eligible children born during 1994-2023. Diphtheria and tetanus toxoids and acellular pertussis vaccine; Haemophilus influenzae type b conjugate vaccine; oral and inactivated poliovirus vaccines; measles, mumps, and rubella vaccine; hepatitis B vaccine; varicella vaccine; pneumococcal conjugate vaccine; hepatitis A vaccine; and rotavirus vaccine were included. Averted illnesses and deaths and associated costs over the lifetimes of 30 annual cohorts of children born during 1994-2023 were estimated using established economic models. Net savings were calculated from the payer and societal perspectives. Among approximately 117 million children born during 1994-2023, routine childhood vaccinations will have prevented approximately 508 million lifetime cases of illness, 32 million hospitalizations, and 1,129,000 deaths, at a net savings of $540 billion in direct costs and $2.7 trillion in societal costs. From both payer and societal perspectives, routine childhood vaccinations among children born during 1994-2023 resulted in substantial cost savings. Childhood immunizations continue to provide substantial health and economic benefits, while promoting health equity.
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Programmes de vaccination , Humains , États-Unis , Nourrisson , Programmes de vaccination/économie , Enfant d'âge préscolaire , Enfant , Analyse coût-bénéfice , Vaccins/administration et posologie , Vaccins/économie , Immunisation/économie , Immunisation/statistiques et données numériquesRÉSUMÉ
The role of immunization in public health is crucial, offering widespread protection against infectious diseases and underpinning societal well-being. However, achieving optimal vaccination coverage is impeded by vaccine hesitancy, a significant challenge that necessitates comprehensive strategies to understand and mitigate its effects. We propose the integration of Population Health Management principles with Immunization Information Systems (IISs) to address vaccine hesitancy more effectively. Our approach leverages systematic health determinants analysis to identify at-risk populations and tailor interventions, thereby promoting vaccination coverage and public health responses. We call for the development of an enhanced version of the Italian National Vaccination Registry, which aims to facilitate real-time tracking of individuals' vaccination status while improving data accuracy and interoperability among healthcare systems. This registry is designed to overcome current barriers by ensuring robust data protection, addressing cultural and organizational challenges, and integrating behavioral insights to foster informed public health campaigns. Our proposal aligns with the Italian National Vaccination Prevention Plan 2023-2025 and emphasizes proactive, evidence-based strategies to increase vaccination uptake and contrast the spread of vaccine-preventable diseases. The ultimate goal is to establish a data-driven, ethically sound framework that enhances public health outcomes and addresses the complexities of vaccine hesitancy within the Italian context and beyond.
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Couverture vaccinale , Vaccination , Humains , Italie , Couverture vaccinale/statistiques et données numériques , Vaccination/psychologie , Vaccination/statistiques et données numériques , Réticence à l'égard de la vaccination/statistiques et données numériques , Réticence à l'égard de la vaccination/psychologie , Programmes de vaccination , Systèmes d'information , Santé publique , Enregistrements , Vaccins/administration et posologie , Maladies évitables par la vaccination/prévention et contrôleRÉSUMÉ
Chitosan is an extensively used polymer for drug delivery applications in particulate and non-particulate carriers. Chitosan-based particulate, nano-, and microparticle, carriers have been the most extensively studied for the delivery of therapeutics and vaccines. However, chitosan has also been used in vaccine applications for its adjuvant properties in various hydrogels or as a carrier coating material. The focus of this review will be on the usage of chitosan as a vaccine adjuvant based on its intrinsic immunogenicity; the various forms of chitosan-based non-particulate delivery systems such as thermosensitive hydrogels, microneedles, and conjugates; and the advantages of its role as a coating material for vaccine carriers.
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Chitosane , Systèmes de délivrance de médicaments , Vaccins , Chitosane/composition chimique , Humains , Vaccins/administration et posologie , Vaccins/composition chimique , Animaux , Hydrogels/composition chimique , Hydrogels/administration et posologie , Vecteurs de médicaments/composition chimiqueRÉSUMÉ
Many pathogens enter the host through mucosal sites. Thus, interfering with pathogen entry through local neutralization at mucosal sites therefore is an effective strategy for preventing disease. Mucosally administered vaccines have the potential to induce protective immune responses at mucosal sites. This manuscript delves into some of the latest developments in mucosal vaccination, particularly focusing on advancements in adjuvant technologies and the role of these adjuvants in enhancing vaccine efficacy against respiratory pathogens. It highlights the anatomical and immunological complexities of the respiratory mucosal immune system, emphasizing the significance of mucosal secretory IgA and tissue-resident memory T cells in local immune responses. We further discuss the differences between immune responses induced through traditional parenteral vaccination approaches vs. mucosal administration strategies, and explore the protective advantages offered by immunization through mucosal routes.
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Immunité muqueuse , Muqueuse respiratoire , Humains , Muqueuse respiratoire/immunologie , Animaux , Vaccins/immunologie , Vaccins/administration et posologie , Administration par voie muqueuse , Adjuvants vaccinaux , Vaccination/méthodes , Adjuvants immunologiques/administration et posologie , Infections de l'appareil respiratoire/immunologie , Infections de l'appareil respiratoire/prévention et contrôle , Cellules T mémoire/immunologie , Immunoglobuline A sécrétoire/immunologieRÉSUMÉ
A vaccine law and policy expert reflects on the dangers of the influence of politics on public health decision making.
Sujet(s)
Politique de santé , Politique , Humains , Vaccins , Santé publique , États-Unis , Prise de décision , Vaccination/législation et jurisprudence , Vaccins contre la COVID-19 , Processus politiqueRÉSUMÉ
BACKGROUND: The increasing number of vaccines and the complexity of immunization programs, along with continuous changes in the epidemiology of infectious diseases, necessitate a systematic approach to vaccine effectiveness (VE) evaluation. This study presents a preliminary survey to establish a VE evaluation framework in Korea, focusing on the National Immunization Program. METHODS: Experts' opinions were collected through a two-round online survey targeting key stakeholders. The first round consisted of two multiple-choice questions and two open-ended questions. The second round was a quantitative survey with 17 questionnaires based on five domains derived by analyzing the results of the first-round survey. RESULTS: The results emphasize the necessity and urgency of a government-led VE evaluation system and the establishment of a multidisciplinary evaluation organization. Key considerations include personnel, budget, data integration, legal standards, and surveillance system enhancements. CONCLUSION: These findings provide valuable insights for policymakers, emphasizing the need for collaboration, financial support, and robust data management in developing evidence-based vaccination policies.
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Programmes de vaccination , Vaccins , Humains , République de Corée , Enquêtes et questionnaires , Vaccination , Politique de santéRÉSUMÉ
The National Immunization Program (NIP) was introduced in Ethiopia in 1980. The NIP has expanded the number of vaccines from six to more than 14 in 2023. However, decisions on new vaccine introduction and other vaccine-related matters were not systematically deliberated nationally. Thus, the need to establish a national body to deliberate on vaccine and vaccination matters, in addition to the global immunization advisory groups, has been emphasized in the last decade. This article presents the establishment and achievements of the Ethiopian NITAG. The E-NITAG was established in 2016 and maintained its active role in providing recommendations for new vaccine introduction and improving the delivery of routine vaccines. The external assessment indicated the E-NITAG was highly functional and played a critical role in enhancing the vaccination practice in Ethiopia, especially during the COVID-19 pandemic. The absence of a dedicated secretariat staff was the major bottleneck to expanding the role of the E-NITAG beyond responding to MOH requests. The E-NITAG must be strengthened by establishing a secretariat that can eventually grow as an independent institution to address complex vaccine-related issues the NIP needs to address.