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1.
Trans R Soc Trop Med Hyg ; 117(5): 365-374, 2023 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-36575997

RESUMO

BACKGROUND: Growing evidence supports the existence of a sex difference in immunity to tuberculosis (TB). This is most often to the detriment of males. This study aimed to assess the association between scar size from bacillus Calmette-Guérin (BCG) and mortality risk stratified by sex. METHODS: Kaplan-Meier survivor functions and Cox proportional hazard models were used to assess mortality risk by sex and scar size. Groups were further compared by clinical and epidemiological characteristics. RESULTS: Between 2003 and 2019, 2944 eligible patients were identified, of whom 1003 were included in the final analysis. Males with BCG scars, particularly large scars, were less likely to die within 1 y of diagnosis than males with no scar (adjusted hazard ratio 0.36 [95% confidence interval 0.15 to 0.88]). In contrast, females with small scars trended towards higher mortality than females with no scars or females with large scars. CONCLUSIONS: BCG protects against death in male but not female patients with TB. More research is needed to determine the mechanisms underpinning these sex differences and whether they are generalizable beyond this setting.


Assuntos
Vacina BCG , Tuberculose Pulmonar , Feminino , Humanos , Masculino , Vacina BCG/administração & dosagem , Cicatriz , Guiné-Bissau/epidemiologia , Modelos de Riscos Proporcionais , Tuberculose Pulmonar/epidemiologia , Tuberculose Pulmonar/prevenção & controle , Fatores Sexuais , Vacinação em Massa/estatística & dados numéricos
2.
Maputo; Instituto Nacional de Saúde; out 25, 2022. 60 p. tab, ilus, graf.
Não convencional em Português | RDSM | ID: biblio-1532390

RESUMO

A deficiência de vitamina A (DVA) é um problema de grande interesse em saúde pública, visto que, afecta em todo o mundo, aproximadamente 19 milhões de mulheres grávidas e 190 milhões de crianças em idade pré-escolar, sendo a maioria nas regiões da África e Sudoeste da Ásia (OMS, 2013). Globalmente, estima-se que cerca de 30% das crianças menores de 5 anos de idade sofrem de deficiência de vitamina A, e dois porcentos de todas as mortes em menores de 5 anos de idade são atribuíveis à DVA (Stevens, 2015). Em Moçambique, a deficiência de micronutrientes tais como vitamina A é muito comum e possui alta prevalência em crianças menores de 5 anos e nas suas mães. Um estudo à escala nacional realizado em 2002, mostrou que 69% de crianças menores de 5 anos tinham deficiência de vitamina A (MISAU,2009). Esta condição pode levar a implicações moderadas a graves no sistema visual, tais como: cegueira noturna, xerose conjuntival, mancha de Bitot, xerose corneal, ulceração corneana, queratomalácia e xeroftalmicus (Sarni, Mattos, et al., 2007). Para além disso, consideram-se também como sendo problemas resultantes da DVA: a anemia, a má-resistência a infecções, o elevado risco de doenças e mortes resultantes de infecções na infância, como sarampo e outras doenças causadoras de diarreia (OMS, 2013). A suplementação com vitamina A é actualmente uma das intervenções mais amplamente utilizadas na provisão de vitamina A (Stevens, 2015). Evidências mostram que quando crianças menores de cinco anos são sistematicamente suplementadas com vitamina A pelo menos duas vezes por ano, existe uma contribuição na redução da taxa de mortalidade que varia de 24% a 30% (MISAU, 2018; Beaton et al., 1994). Actualmente, mais de 80 países em todo o mundo, estão a implementar programas de suplementação com vitamina A direccionados a crianças de 6-59 meses de idade (Stevens, 2015). Entre os anos 2003 e 2008, a cobertura de suplementação com vitamina A em Moçambique (uma dose nos últimos seis meses) aumentou consideravelmente de 50% a 72% (MISAU, 2009). O Inquérito Demográfico de Saúde de 2011 indica que a cobertura da suplementação com vitamina A em crianças dos 6 aos 59 meses foi de 78.4% em Nampula, 57.6% na Zambézia, 78.8% em Tete, 91.6% em Manica e 78.7% em Sofala. Verificou-se ainda que cerca de 68% das crianças não escolarizadas foram suplementadas com vitamina A, comparado com 89% das crianças com escolaridade de nível secundário ou mais; sessenta e cinco porcento das crianças no quintil de riqueza mais baixo receberam a suplementação com vitamina A comparado com 90% das crianças no quintil mais elevado (IDS, 2011). Em 1999, a suplementação com vitamina A (SVA) foi inicialmente introduzida em Moçambique através dos Dias Nacionais de Imunização. Em 2002, Moçambique reportou que 69% de crianças menores de 5 anos tinham deficiência de vitamina A. Em 2003, com base nos resultados deste estudo e, reconhecendo a importância da vitamina A na saúde das crianças, sobretudo nos primeiros anos de vida, o Ministério da Saúde em Moçambique introduziu a distribuição de cápsulas de vitamina A através dos serviços de saúde de rotina, à todas as crianças dos 6-59 meses, atingindo taxas de cobertura entre 40 e 60 por cento a nível naciona


Assuntos
Humanos , Masculino , Feminino , Lactente , Vitamina A/imunologia , Vacinação em Massa/estatística & dados numéricos , Fenômenos Fisiológicos da Nutrição do Lactente/imunologia , Vacinação em Massa/métodos , Moçambique/epidemiologia
7.
Sci Rep ; 12(1): 2055, 2022 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-35136120

RESUMO

Understanding factors driving vaccine hesitancy is crucial to vaccination success. We surveyed adults (N = 2510) from February to March 2021 across five sites (Australia = 502, Germany = 516, Hong Kong = 445, UK = 512, USA = 535) using a cross-sectional design and stratified quota sampling for age, sex, and education. We assessed willingness to take a vaccine and a comprehensive set of putative predictors. Predictive power was analysed with a machine learning algorithm. Only 57.4% of the participants indicated that they would definitely or probably get vaccinated. A parsimonious machine learning model could identify vaccine hesitancy with high accuracy (i.e. 82% sensitivity and 79-82% specificity) using 12 variables only. The most relevant predictors were vaccination conspiracy beliefs, various paranoid concerns related to the pandemic, a general conspiracy mentality, COVID anxiety, high perceived risk of infection, low perceived social rank, lower age, lower income, and higher population density. Campaigns seeking to increase vaccine uptake need to take mistrust as the main driver of vaccine hesitancy into account.


Assuntos
Vacinas contra COVID-19/uso terapêutico , Vacinação em Massa/estatística & dados numéricos , Hesitação Vacinal/psicologia , Hesitação Vacinal/estatística & dados numéricos , Adulto , Austrália , COVID-19/prevenção & controle , Estudos Transversais , Países Desenvolvidos , Feminino , Alemanha , Hong Kong , Humanos , Programas de Imunização/métodos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , SARS-CoV-2/imunologia , Reino Unido , Estados Unidos
9.
PLoS One ; 17(2): e0263610, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35180249

RESUMO

Vaccination has emerged as the most cost-effective public health strategy for maintaining population health, with various social and economic benefits. These vaccines, however, cannot be effective without widespread acceptance. The present study examines the effect of media attention on COVID-19 vaccine hesitancy by incorporating fear of COVID-19 as a mediator, whereas trust in leadership served as a moderator. An analytical cross-sectional study is performed among rural folks in the Wassa Amenfi Central of Ghana. Using a questionnaire survey, we were able to collect 3079 valid responses. The Smart PLS was used to estimate the relationship among the variables. The results revealed that media attention had a significant influence on vaccine hesitancy. Furthermore, the results showed that fear of COVID-19 played a significant mediating role in the relationship between media and vaccine hesitancy. However, trust in leadership had an insignificant moderating relationship on the fear of COVID-19 and vaccine hesitancy. The study suggests that the health management team can reduce vaccine hesitancy if they focus on lessening the negative impact of media and other antecedents like fear on trust in leadership.


Assuntos
Vacinas contra COVID-19/administração & dosagem , COVID-19/prevenção & controle , Meios de Comunicação/estatística & dados numéricos , Vacinação em Massa/psicologia , Hesitação Vacinal , Adolescente , Adulto , Idoso , Movimento contra Vacinação/psicologia , Movimento contra Vacinação/estatística & dados numéricos , COVID-19/epidemiologia , Estudos Transversais , Medo , Feminino , Gana/epidemiologia , Humanos , Liderança , Masculino , Vacinação em Massa/estatística & dados numéricos , Pessoa de Meia-Idade , População Rural/estatística & dados numéricos , Inquéritos e Questionários/estatística & dados numéricos , Confiança , Adulto Jovem
10.
JAMA Netw Open ; 5(2): e2147042, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-35147688

RESUMO

Importance: Given limited COVID-19 vaccine availability early in the pandemic, optimizing immunization strategies was of paramount importance. Ring vaccination has been used successfully to control transmission of other airborne respiratory viruses. Objective: To assess the association of a ring vaccination intervention on COVID-19 spread in the initial epicenter of SARS-CoV-2 Alpha variant transmission in Montreal, Canada. Design, Setting, and Participants: This cohort study compared COVID-19 daily disease risk in 3 population-based groups of neighborhoods in Montreal, Canada, defined by their intervention-specific vaccine coverage at the neighborhood level: the primary intervention group (500 or more vaccinated persons per 10 000 persons), secondary intervention group (95 to 499), and control group (0 to 50). The groups were compared within each of 3 time periods: before intervention (December 1, 2020, to March 16, 2021), during and immediately after intervention (March 17 to April 17, 2021), and 3 weeks after the intervention midpoint (April 18 to July 18, 2021). Data were analyzed between June 2021 and November 2021. Exposures: Vaccination targeted parents and teachers of children attending the 32 schools and 48 childcare centers in 2 adjacent neighborhoods with highest local transmission (case counts) of Alpha variant shortly after its introduction. Participants were invited to receive 1 dose of mRNA vaccine between March 22 and April 9, 2021 (before vaccine was available to these age groups). Main Outcomes and Measures: COVID-19 risk in 3 groups of neighborhoods based on intervention-specific vaccine coverage. Results: A total of 11 794 residents were immunized, with a mean (SD) age of 43 (8) years (range, 16-93 years); 5766 participants (48.9%) lived in a targeted neighborhood, and 9784 (83.0%) were parents. COVID-19 risk in the primary intervention group was significantly higher than in the control group before (unadjusted risk ratio [RR], 1.58; 95% CI 1.52-1.65) and during (RR, 1.63; 95% CI, 1.52-1.76) intervention, and reached a level similar to the other groups in the weeks following the intervention (RR, 1.03; 95% CI, 0.94-1.12). A similar trend was observed when restricting to SARS-CoV-2 variants and persons aged 30 to 59 years (before: RR, 1.72; 95% CI, 1.63-1.83 vs after: RR, 1.01; 95% CI, 0.88-1.17). Conclusions and Relevance: Our findings show that ring vaccination was associated with a reduction in COVID-19 risk in areas with high local transmission of Alpha variant shortly after its introduction. Ring vaccination may be considered as an adjunct to mass immunization to control transmission in specific areas, based on local epidemiology.


Assuntos
Tratamento Farmacológico da COVID-19 , COVID-19/transmissão , Medição de Risco/métodos , Vacinação/normas , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , COVID-19/epidemiologia , Criança , Estudos de Coortes , Feminino , Humanos , Masculino , Vacinação em Massa/métodos , Vacinação em Massa/normas , Vacinação em Massa/estatística & dados numéricos , Pessoa de Meia-Idade , Razão de Chances , Vigilância da População/métodos , Quebeque/epidemiologia , Medição de Risco/estatística & dados numéricos , SARS-CoV-2/efeitos dos fármacos , SARS-CoV-2/patogenicidade , Vacinação/métodos , Vacinação/estatística & dados numéricos
11.
Nat Hum Behav ; 6(2): 193-206, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35210582

RESUMO

The greatest hope for a return to normalcy following the COVID-19 pandemic is worldwide vaccination. Yet, a relaxation of social distancing that allows increased transmissibility, coupled with selection pressure due to vaccination, will probably lead to the emergence of vaccine resistance. We analyse the evolutionary dynamics of COVID-19 in the presence of dynamic contact reduction and in response to vaccination. We use infection and vaccination data from six different countries. We show that under slow vaccination, resistance is very likely to appear even if social distancing is maintained. Under fast vaccination, the emergence of mutants can be prevented if social distancing is maintained during vaccination. We analyse multiple human factors that affect the evolutionary potential of the virus, including the extent of dynamic social distancing, vaccination campaigns, vaccine design, boosters and vaccine hesitancy. We provide guidelines for policies that aim to minimize the probability of emergence of vaccine-resistant variants.


Assuntos
Vacinas contra COVID-19 , Farmacorresistência Viral , Imunogenicidade da Vacina , Vacinação em Massa , Distanciamento Físico , SARS-CoV-2 , COVID-19 , Vacinas contra COVID-19/imunologia , Vacinas contra COVID-19/farmacologia , Controle de Doenças Transmissíveis/organização & administração , Farmacorresistência Viral/efeitos dos fármacos , Farmacorresistência Viral/imunologia , Modelos Epidemiológicos , Humanos , Vacinação em Massa/métodos , Vacinação em Massa/estatística & dados numéricos , Formulação de Políticas , Probabilidade , SARS-CoV-2/efeitos dos fármacos , SARS-CoV-2/fisiologia , Processos Estocásticos , Hesitação Vacinal , Eficácia de Vacinas
12.
PLoS Comput Biol ; 18(2): e1009872, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35213541

RESUMO

COVID-19 vaccines have been approved for children of age five and older in many countries. However, there is an ongoing debate as to whether children should be vaccinated and at what priority. In this work, we use mathematical modeling and optimization to study how vaccine allocations to different age groups effect epidemic outcomes. In particular, we consider the effect of extending vaccination campaigns to include the vaccination of children. When vaccine availability is limited, we consider Pareto-optimal allocations with respect to competing measures of the number of infections and mortality and systematically study the trade-offs among them. In the scenarios considered, when some weight is given to the number of infections, we find that it is optimal to allocate vaccines to adolescents in the age group 10-19, even when they are assumed to be less susceptible than adults. We further find that age group 0-9 is included in the optimal allocation for sufficiently high values of the basic reproduction number.


Assuntos
Vacinas contra COVID-19 , COVID-19 , Alocação de Recursos para a Atenção à Saúde/estatística & dados numéricos , Vacinação em Massa , Modelos Estatísticos , Adolescente , Adulto , COVID-19/epidemiologia , COVID-19/prevenção & controle , Criança , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Vacinação em Massa/métodos , Vacinação em Massa/estatística & dados numéricos , Adulto Jovem
13.
Lancet ; 399(10325): 678-690, 2022 02 12.
Artigo em Inglês | MEDLINE | ID: mdl-35093206

RESUMO

Measles is a highly contagious, potentially fatal, but vaccine-preventable disease caused by measles virus. Symptoms include fever, maculopapular rash, and at least one of cough, coryza, or conjunctivitis, although vaccinated individuals can have milder or even no symptoms. Laboratory diagnosis relies largely on the detection of specific IgM antibodies in serum, dried blood spots, or oral fluid, or the detection of viral RNA in throat or nasopharyngeal swabs, urine, or oral fluid. Complications can affect many organs and often include otitis media, laryngotracheobronchitis, pneumonia, stomatitis, and diarrhoea. Neurological complications are uncommon but serious, and can occur during or soon after the acute disease (eg, acute disseminated encephalomyelitis) or months or even years later (eg, measles inclusion body encephalitis and subacute sclerosing panencephalitis). Patient management mainly involves supportive therapy, such as vitamin A supplementation, monitoring for and treatment of secondary bacterial infections with antibiotics, and rehydration in the case of severe diarrhoea. There is no specific antiviral therapy for the treatment of measles, and disease control largely depends on prevention. However, despite the availability of a safe and effective vaccine, measles is still endemic in many countries and causes considerable morbidity and mortality, especially among children in resource-poor settings. The low case numbers reported in 2020, after a worldwide resurgence of measles between 2017 and 2019, have to be interpreted cautiously, owing to the effect of the COVID-19 pandemic on disease surveillance. Disrupted vaccination activities during the pandemic increase the potential for another resurgence of measles in the near future, and effective, timely catch-up vaccination campaigns, strong commitment and leadership, and sufficient resources will be required to mitigate this threat.


Assuntos
COVID-19/epidemiologia , Doenças Endêmicas/prevenção & controle , Vacinação em Massa/organização & administração , Vacina contra Sarampo/administração & dosagem , Sarampo/prevenção & controle , COVID-19/prevenção & controle , Controle de Doenças Transmissíveis/organização & administração , Controle de Doenças Transmissíveis/normas , Doenças Endêmicas/estatística & dados numéricos , Humanos , Vacinação em Massa/normas , Vacinação em Massa/estatística & dados numéricos , Sarampo/epidemiologia , Sarampo/imunologia , Sarampo/virologia , Vírus do Sarampo/imunologia , Vírus do Sarampo/patogenicidade , Pandemias/prevenção & controle
14.
Viruses ; 14(1)2022 01 14.
Artigo em Inglês | MEDLINE | ID: mdl-35062358

RESUMO

Oral rabies vaccines (ORVs) have been in use to successfully control rabies in wildlife since 1978 across Europe and the USA. This review focuses on the potential and need for the use of ORVs in free-roaming dogs to control dog-transmitted rabies in India. Iterative work to improve ORVs over the past four decades has resulted in vaccines that have high safety profiles whilst generating a consistent protective immune response to the rabies virus. The available evidence for safety and efficacy of modern ORVs in dogs and the broad and outspoken support from prominent global public health institutions for their use provides confidence to national authorities considering their use in rabies-endemic regions. India is estimated to have the largest rabies burden of any country and, whilst considerable progress has been made to increase access to human rabies prophylaxis, examples of high-output mass dog vaccination campaigns to eliminate the virus at the source remain limited. Efficiently accessing a large proportion of the dog population through parenteral methods is a considerable challenge due to the large, evasive stray dog population in many settings. Existing parenteral approaches require large skilled dog-catching teams to reach these dogs, which present financial, operational and logistical limitations to achieve 70% dog vaccination coverage in urban settings in a short duration. ORV presents the potential to accelerate the development of approaches to eliminate rabies across large areas of the South Asia region. Here we review the use of ORVs in wildlife and dogs, with specific consideration of the India setting. We also present the results of a risk analysis for a hypothetical campaign using ORV for the vaccination of dogs in an Indian state.


Assuntos
Doenças do Cão/prevenção & controle , Vacinação em Massa/veterinária , Vacina Antirrábica/administração & dosagem , Raiva/prevenção & controle , Raiva/veterinária , Vacinação/veterinária , Administração Oral , Animais , Animais Selvagens/imunologia , Anticorpos Antivirais/sangue , Doenças do Cão/epidemiologia , Doenças do Cão/virologia , Cães , Índia/epidemiologia , Vacinação em Massa/normas , Vacinação em Massa/estatística & dados numéricos , Raiva/epidemiologia , Raiva/imunologia , Vacina Antirrábica/imunologia , Vírus da Raiva/imunologia , Vacinação/estatística & dados numéricos
16.
J Korean Med Sci ; 37(3): e23, 2022 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-35040298

RESUMO

BACKGROUND: The military was one of the first groups in Korea to complete mass vaccination against the coronavirus disease 2019 (COVID-19) due to their high vulnerability to COVID-19. To confirm the effect of mass vaccination, this study analyzed the patterns of confirmed cases within Korean military units. METHODS: From August 1 to September 15, 2021, all epidemiological data regarding confirmed COVID-19 cases in military units were reviewed. The number of confirmed cases in the units that were believed to have achieved herd immunity (i.e., ≥ 70% vaccination) was compared with the number of cases in the units that were not believed to have reached herd immunity (< 70% vaccination). Additionally, trends in the incidence rates of COVID-19 in the military and the entire Korean population were compared. RESULTS: By August 2021, 85.60% of military personnel were fully vaccinated. During the study period, a total of 174 COVID-19 cases were confirmed in the 39 units. More local transmission (herd immunity group vs. non-herd immunity group [%], 1 [0.91] vs. 39 [60.94]) and hospitalizations (12 [11.01] vs. 13 [27.08]) occurred in the units that were not believed to have achieved herd immunity. The percentage of fully vaccinated individuals among the confirmed COVID-19 cases increased over time, possibly due to the prevalence of the delta variant. Nevertheless, the incidence rate remained lower in military units than in the general Korean population. CONCLUSION: After completing mass vaccination, the incidence rates of COVID-19 infection in the military were lower than those in the national population. New cluster infections did not occur in vaccinated units, thereby suggesting that herd immunity has been achieved in these military units. Further research is needed to determine the extent to which levels of non-pharmacological intervention can be reduced in the future.


Assuntos
COVID-19/epidemiologia , Vacinação em Massa/estatística & dados numéricos , Militares/estatística & dados numéricos , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Hospitalização/estatística & dados numéricos , Humanos , Imunidade Coletiva/imunologia , Incidência , República da Coreia/epidemiologia , SARS-CoV-2/imunologia
18.
PLoS One ; 16(12): e0260258, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34874949

RESUMO

OBJECTIVE: Despite those efforts in expanded programs of immunization, nearly one fifth of children in developing countries miss out basic vaccines. Moreover, many children who started vaccination fail to complete immunization.Identifying associated factorswhich is scarce in the study area, is crucial for interventions. This study assessed full-immunization and associated factors among children aged 12-23 months in Somali region, Eastern Ethiopia. METHODS: A community-based cross-sectional study design was conducted from October 1-30, 2018, in selected rural and urban kebeles in Somali regionamong 612 children. Cluster sampling was employed and data was collected using structured questionnaire. Full-immunization was measured by maternal recall and vaccination card.Data entry and analysis was done by EpiData3.1 and SPSSversion.20 respectively. Binary logistic regression with Bivariate and Multivariable model was usedto identify predictors of full-immunization. Odd ratios were computed and P-value <0.05 was considered as statistically significant. RESULTS: Based on maternal recall plus vaccination card 249(41.4%) of children were completed immunization, while vaccination only by card was 87(29.7%). Only 238(39.5%) of participants had good knowledge about vaccination. Not knowing to come back for next visits 197(55.8%) were the major reason for dropout. Residing in urban (AOR = 2.0, 95%CI: 1.0, 3.9),primary educated mothers(AOR = 2.2, 95%CI: 1.0, 5.0), married mothers (AOR = 4.2, 95%CI:1.0, 18), higher average monthly income (AOR = 2.5, 95%CI 1.1, 5.2)and delivered at health facilities (AOR = 3.8, 95%CI 1.9, 7.3)were significantly associated with full-immunization. CONCLUSION: Coverage of full immunization was found to be low compared to the targets set in the Global Vaccine Action Plan(2011-2020).Two-third of the participants has poor knowledge about vaccination. Urban residence, mother education, higher family income, male child and institutional delivery were factors. This study suggests that awareness creation, behaviour change on vaccination and enhancing utilization of maternal health service including delivery service, should be stressed.


Assuntos
Vacinação em Massa/estatística & dados numéricos , Cobertura Vacinal/estatística & dados numéricos , Estudos Transversais , Escolaridade , Etiópia/epidemiologia , Feminino , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Lactente , Masculino , Idade Materna , Serviços de Saúde Materna , Mães , População Rural , População Urbana , Adulto Jovem
19.
PLoS Comput Biol ; 17(12): e1009697, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34898617

RESUMO

For the control of COVID-19, vaccination programmes provide a long-term solution. The amount of available vaccines is often limited, and thus it is crucial to determine the allocation strategy. While mathematical modelling approaches have been used to find an optimal distribution of vaccines, there is an excessively large number of possible allocation schemes to be simulated. Here, we propose an algorithm to find a near-optimal allocation scheme given an intervention objective such as minimization of new infections, hospitalizations, or deaths, where multiple vaccines are available. The proposed principle for allocating vaccines is to target subgroups with the largest reduction in the outcome of interest. We use an approximation method to reconstruct the age-specific transmission intensity (the next generation matrix), and express the expected impact of vaccinating each subgroup in terms of the observed incidence of infection and force of infection. The proposed approach is firstly evaluated with a simulated epidemic and then applied to the epidemiological data on COVID-19 in the Netherlands. Our results reveal how the optimal allocation depends on the objective of infection control. In the case of COVID-19, if we wish to minimize deaths, the optimal allocation strategy is not efficient for minimizing other outcomes, such as infections. In simulated epidemics, an allocation strategy optimized for an outcome outperforms other strategies such as the allocation from young to old, from old to young, and at random. Our simulations clarify that the current policy in the Netherlands (i.e., allocation from old to young) was concordant with the allocation scheme that minimizes deaths. The proposed method provides an optimal allocation scheme, given routine surveillance data that reflect ongoing transmissions. This approach to allocation is useful for providing plausible simulation scenarios for complex models, which give a more robust basis to determine intervention strategies.


Assuntos
Algoritmos , Vacinas contra COVID-19/uso terapêutico , COVID-19/prevenção & controle , SARS-CoV-2 , Vacinação/métodos , Fatores Etários , COVID-19/epidemiologia , COVID-19/imunologia , Vacinas contra COVID-19/provisão & distribuição , Biologia Computacional , Simulação por Computador , Alocação de Recursos para a Atenção à Saúde/métodos , Alocação de Recursos para a Atenção à Saúde/estatística & dados numéricos , Humanos , Vacinação em Massa/métodos , Vacinação em Massa/estatística & dados numéricos , Países Baixos/epidemiologia , Pandemias/prevenção & controle , Pandemias/estatística & dados numéricos , SARS-CoV-2/imunologia , Vacinação/estatística & dados numéricos
20.
Sci Rep ; 11(1): 24051, 2021 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-34912001

RESUMO

Since the onset of the coronavirus disease 2019 (COVID-19) pandemic, different mitigation and management strategies limiting economic and social activities have been implemented across many countries. Despite these strategies, the virus continues to spread and mutate. As a result, vaccinations are now administered to suppress the pandemic. Current COVID-19 epidemic models need to be expanded to account for the change in behaviour of new strains, such as an increased virulence and higher transmission rate. Furthermore, models need to account for an increasingly vaccinated population. We present a network model of COVID-19 transmission accounting for different immunity and vaccination scenarios. We conduct a parameter sensitivity analysis and find the average immunity length after an infection to be one of the most critical parameters that define the spread of the disease. Furthermore, we simulate different vaccination strategies and show that vaccinating highly connected individuals first is the quickest strategy for controlling the disease.


Assuntos
Vacinas contra COVID-19/administração & dosagem , COVID-19/prevenção & controle , Vacinação em Massa/psicologia , COVID-19/transmissão , Humanos , Vacinação em Massa/estatística & dados numéricos , Modelos Teóricos , SARS-CoV-2/genética , SARS-CoV-2/patogenicidade , Interação Social
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