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2.
East Mediterr Health J ; 29(4): 232-235, 2023 Apr 27.
Article in English | MEDLINE | ID: covidwho-20245497
3.
Med. lab ; 26(3): 219-236, 2022. Tabs, ilus, Grafs
Article in Spanish | WHO COVID, LILACS (Americas) | ID: covidwho-20244331

ABSTRACT

El virus SARS-CoV-2 continúa infectando a millones de individuos en el mundo. Aunque los síntomas más frecuentes observados en los pacientes con COVID-19 son fiebre, fatiga y tos, en los casos severos la hipercoagulabilidad y la inflamación son dos condiciones que pueden producir complicaciones y causar daño en órganos, poniendo en riesgo la vida del paciente. Con el fin de clasificar a los pacientes durante el triaje, se han explorado diferentes marcadores hematológicos, incluidos el recuento de plaquetas, linfocitos y eosinófilos, y la relación neutrófilos/ linfocitos, entre otros. Por su parte, para la evaluación de las coagulopatías, se vienen determinando marcadores como el dímero D y el fibrinógeno. En esta revisión se abordan las coagulopatías y los parámetros hematológicos en pacientes con COVID-19, al igual que las anormalidades en la coagulación como la trombocitopenia trombótica inmune inducida por las vacunas contra el SARS-CoV-2


The SARS-CoV-2 virus continues to infect millions of individuals around the world. Although the most frequent symptoms observed in patients with COVID-19 are fever, fatigue and cough, in severe cases hypercoagulability and inflammation are two conditions that can cause complications and organ failure, putting the patient's life at risk. In order to classify patients during triage, different hematological markers have been explored, including platelet, lymphocyte, and eosinophil counts, and the neutrophil/lymphocyte ratio, among others. Furthermore, for the evaluation of coagulopathies, markers such as D-dimer and fibrinogen are being evaluated. This review addresses the coagulopathies and hematological parameters in patients with COVID-19, as well as coagulation abnormalities such as immune thrombotic thrombocytopenia induced by SARS-CoV-2 vaccines


Subject(s)
Humans , COVID-19 , Prognosis , Reference Standards , Thrombosis , Blood Coagulation , Blood Coagulation Disorders , Blood Platelets , Vaccines , Antigens, Differentiation , SARS-CoV-2 , Hematology
4.
Cien Saude Colet ; 26(11): 5509-5522, 2021 Nov.
Article in Portuguese, English | MEDLINE | ID: covidwho-20237556

ABSTRACT

Given the COVID-19 pandemic and the importance of public social protection policies, health issues, including immunizations, have gained prominence. This paper aims to analyze the dynamics of vaccine registration in Brazil and the vaccines made available through the National Immunization Program (PNI in Portuguese), with emphasis on the 2004-2018 vaccination schedule. This descriptive, exploratory, documentary research analyzed vaccine registration procedureswith the Brazilian Health Regulatory Agency (ANVISA, in Portuguese) and the incorporation of vaccine products into the PNI. The study drew on information from the national sanitary registration database, made available by ANVISA; a document analysis of official/normative publications; and data from published literature. The data shows the incorporation of vaccines into the PNI, evidencing that Brazil is a country with industrial potential for vaccine production but that is still focused on the transfer of technologies and in need of public attention and investments for developing new technologies as a way to ensure the sector's independence.


Com a pandemia da COVID-19 e a importância das políticas públicas de proteção social, questões sanitaristas incluindo as imunizações se tornaram destaque. O estudo tem o objetivo de analisar a dinâmica dos registros sanitários de vacinas no país e as vacinas disponibilizadas por meio do Programa Nacional de Imunização (PNI), com destaque para o calendário vacinal no período entre 2004 e 2018. Realizou-se um estudo descritivo, documental e exploratório dos processos de registro sanitário na Agência Nacional de Vigilância Sanitária (Anvisa) e a incorporação dos produtos no PNI. Como base da pesquisa foram utilizados o banco de dados de registro sanitário disponibilizado pela Anvisa, a análise documental de publicações oficiais/normativas e os dados da literatura. Os dados demonstram a incorporação das vacinas no PNI, assim como um país com potencial industrial para a produção das vacinas, no entanto ainda centrado na transferência de tecnologias, necessitando de investimentos e atenção pública no desenvolvimento de novas tecnologias, garantindo a independência do setor.


Subject(s)
COVID-19 , Vaccines , Brazil , Humans , Pandemics , SARS-CoV-2
5.
Cien Saude Colet ; 26(11): 5599-5614, 2021 Nov.
Article in Portuguese, English | MEDLINE | ID: covidwho-20237516

ABSTRACT

The evaluation of vaccine effectiveness is conducted with real-world data. They are essential to monitor the performance of vaccination programmes over time, and in the context of the emergence of new variants. Until now, the effectiveness of COVID-19 vaccines has been assessed based on classic methods, such as cohort and test-negative case-control studies, which may often not allow for adequate control of inherent biases in the assignment of vaccination campaigns. The aim of this review was to discuss the study designs available to evaluate vaccine effectiveness, highlighting quasi-experimental studies, which seek to mimic randomized trials, by introducing an exogenous component to allocate to treatment, in addition to the advantages, limitations, and applicability in the context of Brazilian data. The use of quasi-experimental approaches, such as interrupted time series, difference-in-differences, propensity scores, instrumental variables, and regression discontinuity design, are relevant due to the possibility of providing more accurate estimates of COVID-19 vaccine effectiveness. This is especially important in scenarios such as the Brazilian, which characterized by the use of various vaccines, with the respective numbers and intervals between doses, applied to different age groups, and introduced at different times during the pandemic.


A avalição da efetividade de vacinas é feita com dados do mundo real e é essencial para monitorar o desempenho dos programas de vacinação ao longo do tempo bem como frente a novas variantes. Até o momento, a avaliação da efetividade das vacinas para COVID-19 tem sido baseada em métodos clássicos como estudos de coorte e caso controle teste-negativo, que muitas vezes podem não permitir o adequado controle dos vieses intrínsecos da alocação das campanhas de vacinação. O objetivo dessa revisão foi discutir os desenhos de estudo disponíveis para avaliação de efetividade das vacinas, enfatizando os estudos quase-experimentais, que buscam mimetizar os estudos aleatorizados ao introduzir um componente exógeno para atribuição ao tratamento, bem como suas vantagens, limitações e aplicabilidade no contexto dos dados brasileiros. O emprego de métodos quase-experimentais, incluindo as séries temporais interrompidas, o método de diferença em diferenças, escore de propensão, variáveis instrumentais e regressão descontínua, são relevantes pela possibilidade de gerar estimativas mais acuradas da efetividade de vacinas para COVID-19 em cenários como o brasileiro, que se caracteriza pelo uso de várias vacinas, com respectivos número e intervalos entre doses, aplicadas em diferentes faixas etárias e em diferentes momentos da pandemia.


Subject(s)
COVID-19 , Vaccines , COVID-19 Vaccines , Humans , SARS-CoV-2
6.
Cien Saude Colet ; 26(5): 1847-1852, 2021 May.
Article in Portuguese, English | MEDLINE | ID: covidwho-20236334

ABSTRACT

The text presents and discusses the main aspects related to the current dynamics of the vaccine industry in the world and in Brazil, focusing on the demand created by the pandemic of COVID-19. At the global level, it briefly exposes the place currently occupied by Brazil within the scope of the BRICS and sets out and analyzes the options - identities and differences - of industrial policy in Brazil, China and India in the field of vaccines. Next, it analyzes the displacement of the vaccine industry, from a situation of exclusive production of immunizers to a majority control by the large pharmaceutical industry. Further on, it recovers recent fundamental aspects of the vaccine industry in Brazil, with an emphasis on Biomanguinhos / Fiocruz and the Butantan Institute. Finally, it discusses the successes and limitations of the technology transfer mechanism used by the two institutions, as well as the relevance of their historically assumed commitment to public health policies.


O texto apresenta e discute os principais aspectos relacionados à dinâmica atual da indústria de vacinas no mundo e no Brasil, com foco na demanda criada pela pandemia da COVID-19. No plano global, expõe brevemente o lugar ocupado atualmente pelo Brasil no âmbito dos BRICS e expõe e analisa as opções - identidades e diferenças - da política industrial de Brasil, China e Índia no campo das vacinas. A seguir, analisa o deslocamento da indústria de vacinas de uma situação de produção exclusiva de imunizantes para um controle majoritário da grande indústria farmacêutica. Mais adiante, recupera aspectos fundamentais recentes da indústria de vacinas no Brasil, com ênfase em Biomanguinhos/Fiocruz e no Instituto Butantan. Finalmente, discute os sucessos e limitações do mecanismo de transferência de tecnologia utilizado pelas duas instituições, bem como a relevância do compromisso historicamente assumido pelas mesmas com as políticas públicas de saúde.


Subject(s)
COVID-19 , Vaccines , Brazil , China , Humans , India , Public Health , SARS-CoV-2
7.
Front Public Health ; 11: 1124548, 2023.
Article in English | MEDLINE | ID: covidwho-20244826

ABSTRACT

Introduction: Vaccination rates for the COVID-19 vaccine have recently been stagnant worldwide. We aim to analyze the potential patterns of vaccination development from the first three doses to reveal the possible trends of the next round of vaccination and further explore the factors influencing vaccination in the selected populations. Methods: On July 2022, a stratified multistage random sampling method in the survey was conducted to select 6,781 people from 4 provinces China, who were above the age of 18 years. Participants were divided into two groups based on whether they had a chronic disease. The data were run through Cochran-Armitage trend test and multivariable regression analyses. Results: A total of 957 participants with chronic disease and 5,454 participants without chronic disease were included in this survey. Vaccination rates for the first, second and booster doses in chronic disease population were93.70% (95% CI: 92.19-95.27%), 91.12% (95%CI: 94.43-95.59%), and 83.18% (95%CI: 80.80-85.55%) respectively. By contrast, the first, second and booster vaccination rates for the general population were 98.02% (95% CI: 97.65-98.39%), 95.01% (95% CI: 94.43-95.59%) and 85.06% (95% CI: 84.11-86.00%) respectively. The widening gap in vaccination rates was observed as the number of vaccinations increases. Higher self-efficacy was a significant factor in promoting vaccination, which has been observed in all doses of vaccines. Higher education level, middle level physical activity and higher public prevention measures play a positive role in vaccination among the general population, while alcohol consumption acts as a significant positive factor in the chronic disease population (p < 0.05). Conclusion: As the number of vaccinations increases, the trend of decreasing vaccination rate is becoming more pronounced. In future regular vaccinations, we may face low vaccination rates as the increasing number of infections and the fatigue associated with the prolonged outbreak hamper vaccination. Measures need to be found to counter this downward trend such as improving the self-efficacy of the population.


Subject(s)
COVID-19 , Vaccines , Humans , Adolescent , COVID-19 Vaccines , Vaccination , Surveys and Questionnaires
8.
Clin Interv Aging ; 18: 869-880, 2023.
Article in English | MEDLINE | ID: covidwho-20244803

ABSTRACT

The impact of vaccinating the older population against vaccine-preventable diseases in terms of health, social and economic benefits has been increasingly recognised. However, there is a gap in the utilisation of vaccines worldwide. The population is ageing at an unprecedented pace in the Asia-Pacific (APAC) region, with the number of persons older than 65 years set to double by 2050 to around 1.3 billion. More than 18% of the population in Japan, Hong Kong, and China is over the age of 65 years. This highlights the importance of prioritising resources to address societal obligations toward the needs of the ageing generation. This review provides an overview of the challenges to adult vaccination in APAC, drivers to increase vaccination coverage, vaccination insights gained through the COVID-19 pandemic, and potential measures to increase the uptake of adult vaccines in the region.


Subject(s)
COVID-19 , Vaccines , Humans , Aged , Pandemics , COVID-19/prevention & control , Vaccination , Hong Kong/epidemiology
9.
Vaccine ; 41(30): 4422-4430, 2023 Jul 05.
Article in English | MEDLINE | ID: covidwho-20244793

ABSTRACT

BACKGROUND: On 2/27/2021, FDA authorized Janssen COVID-19 Vaccine (Ad.26.COV2.S) for use in individuals 18 years of age and older. Vaccine safety was monitored using the Vaccine Adverse Event Reporting System (VAERS), a national passive surveillance system, and v-safe, a smartphone-based surveillance system. METHODS: VAERS and v-safe data from 2/27/2021 to 2/28/2022 were analyzed. Descriptive analyses included sex, age, race/ethnicity, seriousness, AEs of special interest (AESIs), and cause of death. For prespecified AESIs, reporting rates were calculated using the total number of doses of Ad26.COV2.S administered. For myopericarditis, observed-to-expected (O/E) analysis was performed based on the number verified cases, vaccine administration data, and published background rates. Proportions of v-safe participants reporting local and systemic reactions, as well as health impacts, were calculated. RESULTS: During the analytic period, 17,018,042 doses of Ad26.COV2.S were administered in the United States, and VAERS received 67,995 reports of AEs after Ad26.COV2.S vaccination. Most AEs (59,750; 87.9 %) were non-serious and were similar to those observed during clinical trials. Serious AEs included COVID-19 disease, coagulopathy (including thrombosis with thrombocytopenia syndrome; TTS), myocardial infarction, Bell's Palsy, and Guillain-Barré syndrome (GBS). Among AESIs, reporting rates per million doses of Ad26.COV2.S administered ranged from 0.06 for multisystem inflammatory syndrome in children to 263.43 for COVID-19 disease. O/E analysis revealed elevated reporting rate ratios (RRs) for myopericarditis; among adults ages 18-64 years, the RR was 3.19 (95 % CI 2.00, 4.83) within 7 days and 1.79 (95 % CI 1.26, 2.46) within 21 days of vaccination. Of 416,384 Ad26.COV2.S recipients enrolled into v-safe, 60.9 % reported local symptoms (e.g. injection site pain) and 75.9 % reported systemic symptoms (e.g., fatigue, headache). One-third of participants (141,334; 33.9 %) reported a health impact, but only 1.4 % sought medical care. CONCLUSION: Our review confirmed previously established safety risks for TTS and GBS and identified a potential safety concern for myocarditis.


Subject(s)
COVID-19 Vaccines , COVID-19 , Guillain-Barre Syndrome , Adolescent , Adult , Child , Humans , Ad26COVS1 , Adverse Drug Reaction Reporting Systems , COVID-19/prevention & control , COVID-19 Vaccines/adverse effects , United States/epidemiology , Vaccines
10.
Adv Drug Deliv Rev ; 198: 114897, 2023 07.
Article in English | MEDLINE | ID: covidwho-20244417

ABSTRACT

Bolus vaccines are often administered multiple times due to rapid clearance and reduced transportation to draining lymph nodes resulting in inadequate activation of T and B lymphocytes. In order to achieve adaptive immunity, prolonged exposure of antigens to these immune cells is crucial. Recent research has been focusing on developing long-acting biomaterial-based vaccine delivery systems, which can modulate the release of encapsulated antigens or epitopes to facilitate enhanced antigen presentation in lymph nodes and subsequently achieve robust T and B cell responses. Over the past few years, various polymers and lipids have been extensively explored to develop effective biomaterial-based vaccine strategies. The article reviews relevant polymer and lipid-based strategies used to prepare long-acting vaccine carriers and discusses their results concerning immune responses.


Subject(s)
Vaccines , Humans , Antigen Presentation , Antigens , Polymers , Biocompatible Materials
11.
Expert Rev Vaccines ; 22(1): 501-517, 2023.
Article in English | MEDLINE | ID: covidwho-20244063

ABSTRACT

INTRODUCTION: The coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has resulted in significant morbidity and mortality worldwide. As SARS-CoV-2 moves into endemic status, vaccination remains a key element in protecting the health of individuals, societies, and economies worldwide. AREAS COVERED: NVX-CoV2373 (Novavax, Gaithersburg, MD) is a recombinant protein vaccine composed of SARS-CoV-2 spike trimer nanoparticles formulated with saponin-based Matrix-M™ adjuvant (Novavax, Gaithersburg, MD). NVX-CoV2373 is authorized for emergency use in adults and adolescents aged ≥12 years in the United States and numerous other countries. EXPERT OPINION: In clinical trials, NVX-CoV2373 showed tolerable reactogenicity and favorable safety profiles characterized by mostly mild-to-moderate adverse events of short duration and by low rates of severe and serious adverse events comparable to those seen with placebo. The two-dose primary vaccination series resulted in robust increases in anti-spike protein immunoglobulin G, neutralizing antibody titers, and cellular immune responses. NVX-CoV2373 vaccination was associated with complete protection against severe disease and a high (90%) rate of protection against symptomatic disease in adults, including symptomatic disease caused by SARS-CoV-2 variants. Additionally, the NVX-CoV2373 adjuvanted recombinant protein platform offers a means to address issues of COVID-19 vaccination hesitancy and global vaccine equity.


Subject(s)
COVID-19 , Vaccines , Adolescent , Adult , Humans , Antibodies, Neutralizing , Antibodies, Viral , COVID-19/prevention & control , COVID-19 Vaccines/adverse effects , Immunogenicity, Vaccine , SARS-CoV-2 , Child
12.
Int J Environ Res Public Health ; 20(10)2023 05 21.
Article in English | MEDLINE | ID: covidwho-20244006

ABSTRACT

Haematological patients are more susceptible to infections. Vaccination has always been the most effective primary prevention strategy, even during the COVID-19 pandemic. However, the efficacy of vaccines for some haematological patients is low. Although vaccination of Healthcare Workers (HCWs) could protect patients from vaccine-preventable diseases, there is evidence of a high level of hesitation among healthcare workers in Italy. The aim of this study was to explore the attitudes towards vaccination of HCWs caring for haematology patients. Qualitative descriptive design was conducted. Twenty-one HCWs were interviewed. Content analysis was applied to the qualitative data. The following themes were generated from the analysis: "Trust", "Decision-making process focusing on individual health", "Decision-making process focusing on community health", "Changing opinion", and "Two sides of vaccination commitment". The most hesitant HCWs were oriented towards individual health. They perceived a lack of benefit from vaccines, feared side effects, or were influenced by negative experiences of others. In contrast, community-health-oriented HCWs showed more positive attitudes towards vaccination. Some hesitant HCWs changed their opinion on vaccination because they began to reflect on the importance of vaccination for the community. The change in opinion of some HCWs interviewed provided insight into the importance of focusing organisational efforts on collective responsibility.


Subject(s)
COVID-19 , Vaccines , Humans , Pandemics , COVID-19/prevention & control , Vaccination , Health Personnel , Attitude of Health Personnel
13.
J Glob Health ; 13: 04033, 2023 May 05.
Article in English | MEDLINE | ID: covidwho-20243915

ABSTRACT

Background: The latent monkeypox outbreak has become the most emergent public health challenge globally. This study was conducted to assess the acceptability, and willingness to take and pay for a hypothetical Monkeypox vaccine among the Vietnamese general public as well as investigate preference for individual vaccine attributes. Methods: An online cross-sectional study was conducted using snowball sampling among 842 respondents in Vietnam in 2022. A Discrete choice experiment (DCE) on preference for six major attributes of vaccine: effectiveness, immunity duration, side effects, mortality rate, restriction, and the cost was applied. Results: Fear of the impact of monkeypox on public health and the economy, vaccine service satisfaction and responsibility to the community were the most weighted factors in the decision to take a hypothetical monkeypox vaccine. Two-thirds of participants were willing to take the vaccine, while insufficient information on monkeypox and the vaccine were the main reasons for vaccine hesitancy. For vaccine attributes, the mortality rate after seven days of vaccination was the most weighted while cost was the least influential attribute. Factors associated with willingness to take and to pay for the monkeypox vaccine included knowledge of transmission, geographical location, service satisfaction, and risk of infection, while financial burden and fear of vaccine were major drivers of hesitancy. Conclusion: Our findings underline an urgent need for effective information dissemination through social media and counseling. The implementation of nationwide monkeypox vaccination requires prioritization and support for high-risk groups as well as consideration for the country's financial resources.


Subject(s)
Monkeypox , Smallpox Vaccine , Vaccines , Humans , Cross-Sectional Studies , Global Health
15.
Front Immunol ; 14: 1172000, 2023.
Article in English | MEDLINE | ID: covidwho-20243355

ABSTRACT

Type I interferons (IFNs-α/ß) are antiviral cytokines that constitute the innate immunity of hosts to fight against viral infections. Recent studies, however, have revealed the pleiotropic functions of IFNs, in addition to their antiviral activities, for the priming of activation and maturation of adaptive immunity. In turn, many viruses have developed various strategies to counteract the IFN response and to evade the host immune system for their benefits. The inefficient innate immunity and delayed adaptive response fail to clear of invading viruses and negatively affect the efficacy of vaccines. A better understanding of evasion strategies will provide opportunities to revert the viral IFN antagonism. Furthermore, IFN antagonism-deficient viruses can be generated by reverse genetics technology. Such viruses can potentially serve as next-generation vaccines that can induce effective and broad-spectrum responses for both innate and adaptive immunities for various pathogens. This review describes the recent advances in developing IFN antagonism-deficient viruses, their immune evasion and attenuated phenotypes in natural host animal species, and future potential as veterinary vaccines.


Subject(s)
Interferon Type I , RNA Viruses , Vaccines , Animals , Immune Evasion , Antiviral Agents/pharmacology
16.
Mult Scler Relat Disord ; 75: 104741, 2023 Jul.
Article in English | MEDLINE | ID: covidwho-20242964

ABSTRACT

BACKGROUND: Vaccination in patients with neuromyelitis optica spectrum disorders (NMOSD) is challenging because there is a concern that vaccines can lead to clinical attacks. However, little is known about the risk and the characteristics of attacks occurring after vaccination. METHODS: We performed a systematic review and meta-analysis using PubMed and Embase databases to estimate a summary frequency of attacks occurring after vaccination and describe the clinical features of theses attacks. We defined attacks occurring after vaccination as typical NMOSD attacks that occurred up to 30 days after vaccine administration.  For the frequency of attacks occurring after vaccination, we selected observational studies that reported the number of attacks and total number of patients that received vaccines; for the clinical description of the attacks, case reports and case series were also included. RESULTS: We included 377 participants from 5 studies to estimate the frequency of NMOSD attacks occurring after vaccination. We found a summary frequency of of 2% (95% CI 1-4%, I2 = 0%). We evaluated 17 studies to identify that 13 different vaccines were associated with NMOSD attacks. A higher-than-expected proportion of males, simultaneous optic neuritis and transverse myelitis attacks, and anti-aquaporin 4 antibody negative cases were identified in vaccine-associated attacks from 24 participants from 17 studies. Nearly two-thirds of attacks occurring after vaccination were an initial event of NMOSD. CONCLUSION: The frequency of NMOSD attacks occurring after vaccination is low and non-specific to different vaccine technologies. Our work reinforces the safety of vaccine recommendations in patients with NMOSD.


Subject(s)
Myelitis, Transverse , Neuromyelitis Optica , Optic Neuritis , Vaccines , Male , Humans , Neuromyelitis Optica/complications , Myelitis, Transverse/complications , Optic Neuritis/complications , Vaccination/adverse effects , Vaccines/adverse effects , Autoantibodies
17.
Sci Rep ; 13(1): 9171, 2023 06 06.
Article in English | MEDLINE | ID: covidwho-20235416

ABSTRACT

Throughout the pandemic era, COVID-19 was one of the remarkable unexpected situations over the past few years, but with the decentralization and globalization of efforts and knowledge, a successful vaccine-based control strategy was efficiently designed and applied worldwide. On the other hand, excused confusion and hesitation have widely impacted public health. This paper aims to reduce COVID-19 vaccine hesitancy taking into consideration the patient's medical history. The dataset used in this study is the Vaccine Adverse Event Reporting System (VAERS) dataset which was created as a corporation between the Food and Drug Administration (FDA) and Centers for Disease Control and Prevention (CDC) to gather reported side effects that may be caused by PFIEZER, JANSSEN, and MODERNA vaccines. In this paper, a Deep Learning (DL) model has been developed to identify the relationship between a certain type of COVID-19 vaccine (i.e. PFIEZER, JANSSEN, and MODERNA) and the adverse reactions that may occur in vaccinated patients. The adverse reactions under study are the recovery condition, possibility to be hospitalized, and death status. In the first phase of the proposed model, the dataset has been pre-proceesed, while in the second phase, the Pigeon swarm optimization algorithm is used to optimally select the most promising features that affect the performance of the proposed model. The patient's status after vaccination dataset is grouped into three target classes (Death, Hospitalized, and Recovered). In the third phase, Recurrent Neural Network (RNN) is implemented for both each vaccine type and each target class. The results show that the proposed model gives the highest accuracy scores which are 96.031% for the Death target class in the case of PFIEZER vaccination. While in JANSSEN vaccination, the Hospitalized target class has shown the highest performance with an accuracy of 94.7%. Finally, the model has the best performance for the Recovered target class in MODERNA vaccination with an accuracy of 97.794%. Based on the accuracy and the Wilcoxon Signed Rank test, we can conclude that the proposed model is promising for identifying the relationship between the side effects of COVID-19 vaccines and the patient's status after vaccination. The study displayed that certain side effects were increased in patients according to the type of COVID-19 vaccines. Side effects related to CNS and hemopoietic systems demonstrated high values in all studied COVID-19 vaccines. In the frame of precision medicine, these findings can support the medical staff to select the best COVID-19 vaccine based on the medical history of the patient.


Subject(s)
COVID-19 , Deep Learning , Drug-Related Side Effects and Adverse Reactions , Vaccines , United States , Humans , COVID-19 Vaccines/adverse effects , COVID-19/prevention & control , Public Health , Vaccination/adverse effects
18.
J Infect Dev Ctries ; 17(5): 617-622, 2023 05 31.
Article in English | MEDLINE | ID: covidwho-20235361

ABSTRACT

INTRODUCTION: As an endeavor to control SARS-CoV-2 infection, the Moderna vaccine booster was given to healthcare workers to prevent reinfection and reduce the risk of complications from COVID-19. A heterologous booster vaccine is also thought to provide better protection against the current SARS-CoV-2 variants of concern. However, research that evaluates the effectiveness of the Moderna vaccine booster and the resulting SARS-CoV-2 antibody concentration is needed. OBJECTIVE: To evaluate the concentration of SARS-CoV-2 antibodies after the Moderna vaccine booster and the severity of SARS-CoV-2 infection before and after the Moderna vaccine booster. RESULTS: A total of 93 healthcare providers who received Moderna vaccine booster were included in the study. Examination of antibody concentration 3 months after the booster showed an average concentration of 10081.65 U/mL. There was an increase in antibody concentration before the booster and 3 months after, from a median of 1.7 U/mL to 9540 U/mL. Every subject showed a statistically significant increment of antibody concentration 3 months after the booster (p < 0.01). Thirty-seven (39.8%) subjects received two doses of the Sinovac vaccine and were confirmed to have COVID-19 with the Delta variant. After the booster, 26 (28%) subjects were infected with the Omicron Variant. Among the subjects who received two doses of the Sinovac vaccine and were confirmed with COVID-19, 36 (30.1%) had mild symptoms, and 1 (1.1%) was asymptomatic. CONCLUSIONS: Heterologous Moderna vaccine booster effectively increases antibody response against SARS-CoV-2 variants and shows mild symptoms of COVID-19 infection.


Subject(s)
COVID-19 , Vaccines , Humans , SARS-CoV-2 , Antibody Formation , COVID-19/prevention & control , Antibodies, Viral , Health Personnel
19.
BMJ Glob Health ; 8(6)2023 06.
Article in English | MEDLINE | ID: covidwho-20235345

ABSTRACT

The COVID-19 pandemic triggered a sense of vulnerability and urgency that led to concerted actions by governments, funders, regulators and industry to overcome traditional challenges for the development of vaccine candidates and to reach authorisation. Unprecedented financial investments, massive demand, accelerated clinical development and regulatory reviews were among the key factors that contributed to accelerating the development and approval of COVID-19 vaccines. The rapid development of COVID-19 vaccines benefited of previous scientific innovations such as mRNA and recombinant vectors and proteins. This has created a new era of vaccinology, with powerful platform technologies and a new model for vaccine development. These lessons learnt highlight the need of strong leadership, to bring together governments, global health organisations, manufacturers, scientists, private sector, civil society and philanthropy, to generate innovative, fair and equitable access mechanisms to COVID-19 vaccines for populations worldwide and to build a more efficient and effective vaccine ecosystem to prepare for other pandemics that may emerge. With a longer-term view, new vaccines must be developed with incentives to build expertise for manufacturing that can be leveraged for low/middle-income countries and other markets to ensure equity in innovation, access and delivery. The creation of vaccine manufacturing hubs with appropriate and sustained training, in particular in Africa, is certainly the way of the future to a new public health era to safeguard the health and economic security of the continent and guarantee vaccine security and access, with however the need for such capacity to be sustained in the interpandemic period.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19 Vaccines , Pandemics/prevention & control , COVID-19/prevention & control , Ecosystem
20.
BMJ Glob Health ; 8(6)2023 Jun.
Article in English | MEDLINE | ID: covidwho-20241519

ABSTRACT

Although significant progress has been made in achieving goals for COVID-19 vaccine access, the quest for equity and justice remains an unfinished agenda. Vaccine nationalism has prompted calls for new approaches to achieve equitable access and justice not only for vaccines but also for vaccination. This includes ensuring country and community participation in global discussions and that local needs to strengthen health systems, address issues related to social determinants of health, build trust and leverage acceptance to vaccines, are addressed. Regional vaccine technology and manufacturing hubs are promising approaches to address access challenges and must be integrated with efforts to ensure demand. The current situation underlines the need for access, demand and system strengthening to be addressed along with local priorities for justice to be achieved. Innovations to improve accountability and leverage existing platforms are also needed. Sustained political will and investment is required to ensure ongoing production of non-pandemic vaccines and sustained demand, particularly when perceived threat of disease appears to be waning. Several recommendations are made to govern towards justice including codesigning the path forward with low-income and middle-income countries; establishing stronger accountability measures; establishing dedicated groups to engage with countries and manufacturing hubs to ensure that the affordable supply and predictable demand are in balance; addressing country needs for health system strengthening through leveraging existing health and development platforms and delivering on product presentations informed by country needs. Even if difficult, we must converge on a definition of justice well in advance of the next pandemic.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19 Vaccines , COVID-19/prevention & control , Vaccination , Social Justice
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