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Sabahelzain MM, Moukhyer M, Bosma H, van den Borne B. Determinants of Measles Vaccine Hesitancy among Sudanese Parents in Khartoum State, Sudan: A Cross-Sectional Study. Vaccines (Basel) 2021; 10:vaccines10010006. [PMID: 35062667 PMCID: PMC8780692 DOI: 10.3390/vaccines10010006] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/07/2021] [Accepted: 12/20/2021] [Indexed: 11/20/2022] Open
Abstract
Determinants of vaccine hesitancy are not yet well understood. This study aims to assess measles vaccine hesitancy and characterize its determinants among Sudanese parents in Omdurman in Khartoum State. A community-based cross-sectional quantitative study was conducted in Khartoum State in February 2019. The Parent Attitudes about Childhood Vaccination (PACV) was used to measure measles vaccine hesitancy. Questions about the sociodemographic characteristics of the family, the perception of the parents about the measles vaccine, and the parental exposure to information were asked. Proportions of vaccine hesitancy and coefficients of linear regression were computed. Five hundred parents were recruited for the study. We found that a significant proportion of participants (about 1 in 5 parents) had hesitations regarding the measles vaccine. Significant predictors of measles vaccine hesitancy were parental exposure to anti-vaccination information or materials (β = −0.478, p-value < 0.001), the parents’ perception of the effectiveness of measles vaccines (β = 0.093, p-value = 0.020), the age of the mother (β = 0.112, p-value = 0.017), the birth rank of the child (β = −0.116, p-value = 0.015), and the total number of the children in the family (β = 0.098, p-value = 0.013). Vaccination access issues were the common justification for parental vaccination hesitancy. Our findings indicate that investment in vaccine communication as well as addressing access issues might be an effective intervention for improving measles vaccine acceptance and, ultimately, measles vaccine coverage.
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Affiliation(s)
- Majdi M. Sabahelzain
- Department of Public Health, School of Health Sciences, Ahfad University for Women, Omdurman P.O. Box 167, Sudan
- Department of Health Promotion, Care and Public Health Research Institute (CAPHRI), Maastricht University, 6211 LK Maastricht, The Netherlands;
- Correspondence:
| | - Mohamed Moukhyer
- Education Development and Quality Unit, College of Applied Medical Sciences, Jazan University, Jazan 45142, Saudi Arabia;
- Public Health Programmes, School of Medicine, University of Limerick, V94 T9PX Limerick, Ireland
| | - Hans Bosma
- Department of Social Medicine, Care and Public Health Research Institute (CAPHRI), Maastricht University, 6211 LK Maastricht, The Netherlands;
| | - Bart van den Borne
- Department of Health Promotion, Care and Public Health Research Institute (CAPHRI), Maastricht University, 6211 LK Maastricht, The Netherlands;
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Gopisankar MG, Wahlang J, Jagtap V, Sarkar C, Purnima Devi L, Harris C. Cancer chemotherapy drug wastage in a tertiary care hospital in India-A 3-month prospective and 1-year retrospective study. Br J Clin Pharmacol 2019; 85:2428-2435. [PMID: 31323137 DOI: 10.1111/bcp.14064] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 06/26/2019] [Accepted: 07/10/2019] [Indexed: 11/30/2022] Open
Abstract
This study prospectively quantified wastage of cancer chemotherapeutic drugs in an oncology unit to find the associated cost in 3 months. Retrospective analysis of drug usage for 12 months was also conducted to determine the expected drug loss in 1 year. The effect of vial sharing was evaluated under the assumption of sharing. A significant drug wastage of 19.72% (95% confidence interval [CI], 14.52-24.93%) in 3 months and 17.14% (95% CI 14.69-19.59%) in 1 year occurred in our oncology unit. Number of vials purchased (r = 0.362, p < 0.01), weight (r = -0.146, P < .01) and body surface area (r = -0.26, P < .01) correlated with the drug wasted. Vial sharing assumption showed a 9% (95% CI, 2.5-15.5%) reduction in cost in 1 year.
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Affiliation(s)
| | | | - Vikas Jagtap
- Department of Radiation Oncology, NEIGRIHMS, India
| | | | | | - Caleb Harris
- Department of Surgical Oncology, NEIGRIHMS, India
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Guignard A, Praet N, Jusot V, Bakker M, Baril L. Introducing new vaccines in low- and middle-income countries: challenges and approaches. Expert Rev Vaccines 2019; 18:119-131. [PMID: 30689472 DOI: 10.1080/14760584.2019.1574224] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION The number of new vaccine introductions (NVIs) in low and middle-income countries (LMICs) has markedly increased since 2010, raising challenges to often overstretched and underfunded health care systems. AREAS COVERED We present an overview of some of these challenges, focusing on programmatic decisions, delivery strategy, information and communication, pharmacovigilance and post-licensure evaluation. We also highlight field-based initiatives that may facilitate NVI. EXPERT COMMENTARY Some new vaccines targeting populations other than infants require alternative delivery strategies. NVIs impact upon existing supply chain management, in particular vaccines with novel characteristics. A lack of understanding about immunization and misconceptions may be detrimental to NVI, as well as insufficient or poorly trained health care workforce. Many barriers exist to achieving good vaccination coverage. Real-world evaluation of vaccine safety, effectiveness and impact in LMICs may be limited by lack of robust demographic and disease epidemiology data, as well as limited health care and surveillance infrastructure. A thorough planning phase is crucial to define the most suitable delivery strategy based on the vaccine's and country's specificities. A communication plan and social mobilization are essential. Implementation research and innovative approaches applied to logistics, delivery, communication and program evaluation can facilitate NVI.
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Affiliation(s)
| | | | - Viviane Jusot
- b Safety Evaluation and Risk Management , GSK , Wavre , Belgium
| | - Marina Bakker
- c Pallas Health Research and Consultancy , Rotterdam , the Netherlands.,d PHARMO Institute for Drug Outcomes Research , Utrecht , the Netherlands
| | - Laurence Baril
- a Research and Development , GSK , Wavre , Belgium.,e Institut Pasteur de Madagascar , Antananarivo , Madagascar
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Byberg S, Fisker AB, Thysen SM, Rodrigues A, Enemark U, Aaby P, Benn CS, Griffiths UK. Cost-effectiveness of providing measles vaccination to all children in Guinea-Bissau. Glob Health Action 2018; 10:1329968. [PMID: 28580855 PMCID: PMC5496167 DOI: 10.1080/16549716.2017.1329968] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background: Measles vaccination is associated with major reductions in child mortality and morbidity. In Guinea-Bissau, to limit vaccine wastage, children are only measles-vaccinated if at least six children aged 9–11 months are present at a vaccination session. Objective: To estimate the incremental cost-effectiveness of providing measles vaccine (MV) to all children regardless of age and number of children present. Methods: We estimated MV coverage among children living in villages cluster-randomized to MV for all children and among children cluster-randomized to the current restrictive MV policy (status quo). Prices of MV and injection equipment were obtained from the United Nations Children’s Fund (UNICEF). Cost savings of hospital admissions averted were collected from a sample of health facilities. The non-specific mortality effects of MV were estimated and presented as deaths averted and life years gained (LYG) from providing MV-for-all. Results: MV coverage at 36 months was 97% in MV-for-all clusters and 84% in restrictive MV policy clusters. Conservatively assuming 90% wastage of MV under the MV-for-all policy and 40% under the restrictive MV policy, cost per child vaccinated was USD 3.08 and USD 1.19, respectively. The incremental costs per LYG and death averted of the MV-for-all policy were USD 5.61 and USD 148, respectively. The MV-for-all policy became cost-saving at 88% wastage. Conclusions: Taking the low cost of MV and the beneficial non-specific effects of MV into consideration, a 10-dose MV vial should be reclassified as a ‘1+ dose vial’. The vial should be opened for a single child, irrespective of age, but can vaccinate up to 10 children.
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Affiliation(s)
- Stine Byberg
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau.,b Research Center for Vitamins and Vaccines (CVIVA) , Statens Serum Institut , Copenhagen S , Denmark.,c OPEN, Odense Patient data Explorative Network , Odense University Hospital/Institute of Clinical Research, University of Southern Denmark , Odense , Denmark
| | - Ane Bærent Fisker
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau.,b Research Center for Vitamins and Vaccines (CVIVA) , Statens Serum Institut , Copenhagen S , Denmark.,c OPEN, Odense Patient data Explorative Network , Odense University Hospital/Institute of Clinical Research, University of Southern Denmark , Odense , Denmark
| | - Sanne Marie Thysen
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau.,b Research Center for Vitamins and Vaccines (CVIVA) , Statens Serum Institut , Copenhagen S , Denmark.,d Department of Public Health, Centre for Global Health , Aarhus University , Aarhus , Denmark
| | - Amabelia Rodrigues
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau
| | - Ulrika Enemark
- d Department of Public Health, Centre for Global Health , Aarhus University , Aarhus , Denmark
| | - Peter Aaby
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau.,b Research Center for Vitamins and Vaccines (CVIVA) , Statens Serum Institut , Copenhagen S , Denmark
| | - Christine Stabell Benn
- a Bandim Health Project , Indepth Network , Bissau Codex , Guinea-Bissau.,b Research Center for Vitamins and Vaccines (CVIVA) , Statens Serum Institut , Copenhagen S , Denmark.,c OPEN, Odense Patient data Explorative Network , Odense University Hospital/Institute of Clinical Research, University of Southern Denmark , Odense , Denmark
| | - Ulla Kou Griffiths
- e Department of Global Health and Development , London School of Hygiene and Tropical Medicine , London , UK
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Dalgıç ÖO, Özaltın OY, Ciccotelli WA, Erenay FS. Deriving effective vaccine allocation strategies for pandemic influenza: Comparison of an agent-based simulation and a compartmental model. PLoS One 2017; 12:e0172261. [PMID: 28222123 PMCID: PMC5319753 DOI: 10.1371/journal.pone.0172261] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 02/02/2017] [Indexed: 12/05/2022] Open
Abstract
Individuals are prioritized based on their risk profiles when allocating limited vaccine stocks during an influenza pandemic. Computationally expensive but realistic agent-based simulations and fast but stylized compartmental models are typically used to derive effective vaccine allocation strategies. A detailed comparison of these two approaches, however, is often omitted. We derive age-specific vaccine allocation strategies to mitigate a pandemic influenza outbreak in Seattle by applying derivative-free optimization to an agent-based simulation and also to a compartmental model. We compare the strategies derived by these two approaches under various infection aggressiveness and vaccine coverage scenarios. We observe that both approaches primarily vaccinate school children, however they may allocate the remaining vaccines in different ways. The vaccine allocation strategies derived by using the agent-based simulation are associated with up to 70% decrease in total cost and 34% reduction in the number of infections compared to the strategies derived by using the compartmental model. Nevertheless, the latter approach may still be competitive for very low and/or very high infection aggressiveness. Our results provide insights about potential differences between the vaccine allocation strategies derived by using agent-based simulations and those derived by using compartmental models.
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Affiliation(s)
- Özden O. Dalgıç
- Department of Management Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Osman Y. Özaltın
- Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, North Carolina, United States of America
| | - William A. Ciccotelli
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
- Grand River Hospital, Kitchener, Ontario, Canada
| | - Fatih S. Erenay
- Department of Management Sciences, University of Waterloo, Waterloo, Ontario, Canada
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Byberg S, Fisker AB, Rodrigues A, Balde I, Enemark U, Aaby P, Benn CS, Griffiths UK. Household experience and costs of seeking measles vaccination in rural Guinea-Bissau. Trop Med Int Health 2016; 22:12-20. [DOI: 10.1111/tmi.12793] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- S. Byberg
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
- Bandim Health Project; Research Center for Vitamins and Vaccines; Statens Serum Institut; Copenhagen S Denmark
- Odense Patient data Explorative Network; University of Southern Denmark; Odense Denmark
| | - A. B. Fisker
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
- Bandim Health Project; Research Center for Vitamins and Vaccines; Statens Serum Institut; Copenhagen S Denmark
- Odense Patient data Explorative Network; University of Southern Denmark; Odense Denmark
| | - A. Rodrigues
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
| | - I. Balde
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
| | - U. Enemark
- Centre for Global Health; Department of Public Health; Aarhus University; Aarhus Denmark
| | - P. Aaby
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
- Bandim Health Project; Research Center for Vitamins and Vaccines; Statens Serum Institut; Copenhagen S Denmark
| | - C. S. Benn
- Bandim Health Project; Indepth Network; Bissau Guinea-Bissau
- Bandim Health Project; Research Center for Vitamins and Vaccines; Statens Serum Institut; Copenhagen S Denmark
- Odense Patient data Explorative Network; University of Southern Denmark; Odense Denmark
| | - U. K. Griffiths
- Department of Global Health and Development; London School of Hygiene and Tropical Medicine; London UK
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Berendsen MLT, Smits J, Netea MG, van der Ven A. Non-specific Effects of Vaccines and Stunting: Timing May Be Essential. EBioMedicine 2016; 8:341-348. [PMID: 27428443 PMCID: PMC4919612 DOI: 10.1016/j.ebiom.2016.05.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 05/04/2016] [Accepted: 05/09/2016] [Indexed: 11/04/2022] Open
Abstract
Background Bacillus Calmette-Guérin (BCG) vaccination possesses effects on health beyond its target disease, the so called “non-specific effects”. We evaluate these effects, as well as the effect of timing of BCG and other vaccinations, on stunting in Sub-Saharan African (SSA) children under five. Methods We use a Big Data design, including cross-sectional data for 368,450 children from 33 SSA countries. Logistic regression analysis is used with control factors at child, mother, household and context level. Results Overall, BCG vaccination did not affect stunting in SSA children (OR 1.00 [0.98–1.03]). Timing of BCG vaccination was of importance (βtime = 0.067 [0.061–0.073]): compared to unvaccinated children, BCG was associated with lower odds on stunting for children vaccinated early in life (OR 0.92 [0.89–0.94]) and higher odds for children vaccinated later in infancy (OR 1.64 [1.53–1.76]). Similar findings were done for diphtheria-tetanus-pertussis (DTP)1 and measles vaccination, and when hemoglobin concentration was used as outcome variable. Conclusions We found a general time-dependent pattern of non-specific effects of vaccination, with positive associations for vaccinations given early in life and negative associations for vaccinations given later in infancy. If confirmed in further research, our findings may provide a new perspective on the non-specific effects of vaccination. BCG was associated with lower odds on stunting when given early in life and with higher odds when given later in infancy. Similar associations were found for DTP1 and measles vaccination and with hemoglobin concentration as outcome. Time-dependency of non-specific effects provides a new perspective in the field although confirmation is required.
Vaccines possess effects on health beyond their target disease, so called “non-specific effects”. Our results suggest that timing of vaccination may be important for these effects. In African children, BCG vaccination was associated with lower odds on stunting when given in the first month of life and higher odds on stunting when given later in infancy. Comparable time patterns were found for DTP1 and measles vaccination and with hemoglobin concentration as outcome. Findings were made possible by a Big Data design, using data on 368,450 African children that varied considerably in vaccination times and background characteristics. These results, if confirmed in further research, may provide a fundamental new perspective on the non-specific effects of vaccines.
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Affiliation(s)
- Mike L T Berendsen
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands; Global Data Lab, Institute for Management Research, Radboud University, Nijmegen, The Netherlands.
| | - Jeroen Smits
- Global Data Lab, Institute for Management Research, Radboud University, Nijmegen, The Netherlands
| | - Mihai G Netea
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - André van der Ven
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
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Yang W, Parisi M, Lahue BJ, Uddin MJ, Bishai D. The budget impact of controlling wastage with smaller vials: A data driven model of session sizes in Bangladesh, India (Uttar Pradesh),Mozambique, and Uganda. Vaccine 2015; 32:6643-8. [PMID: 25306911 DOI: 10.1016/j.vaccine.2014.09.057] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Revised: 09/10/2014] [Accepted: 09/24/2014] [Indexed: 10/24/2022]
Abstract
INTRODUCTION Open vial vaccine wastage in multi-dose vials is a major contributor to vaccine wastage. Although switching from 10-dose vials to 5-dose vials could reduce wastage, a higher total cost could be triggered because smaller vials cost more to purchase and store. METHODS This study drew field data of daily session sizes in local vaccination facilities from Bangladesh, India (Uttar Pradesh), Mozambique, and Uganda, and used Akaike Information Criteria to determine the best fit statistical distribution across various clinic types. These distributions were input to estimate the vaccine wastage using Lee's (2010) model. Inactivated polio vaccine (IPV) immunization was simulated to compare the costs over ten years with 10-dose vials versus 5-dose vials. RESULTS By switching from 10- to 5-dose vials, the observed open vial wastage rate due to vial size preference and session size for IPV was reduced from 0.25 to 0.11 in Bangladesh, 0.17 to 0.08 in India (Uttar Pradesh), 0.13 to 0.06 in Mozambique, and 0.09 to 0.04 in Uganda, respectively. The cost savings realized from lower IPV wastage did not offset the higher costs of procurement and storage costs associated with smaller dose presentation. CONCLUSION While our model showed that switching from 10-dose vials to 5-dose vials of IPV reduced open vial wastage, it was not cost-saving.
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Affiliation(s)
- Wanfei Yang
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
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Norman BA, Rajgopal J, Lim J, Gorham K, Haidari L, Brown ST, Lee BY. Modular vaccine packaging increases packing efficiency. Vaccine 2015; 33:3135-41. [PMID: 25957666 DOI: 10.1016/j.vaccine.2015.04.091] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Revised: 03/25/2015] [Accepted: 04/27/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Within a typical vaccine supply chain, vaccines are packaged into individual cylindrical vials (each containing one or more doses) that are bundled together in rectangular "inner packs" for transport via even larger groupings such as cold boxes and vaccine carriers. The variability of vaccine inner pack and vial size may hinder efficient vaccine distribution because it constrains packing of cold boxes and vaccine carriers to quantities that are often inappropriate or suboptimal in the context of country-specific vaccination guidelines. METHODS We developed in Microsoft Excel (Microsoft Corp., Redmond, WA) a spreadsheet model that evaluated the impact of different packing schemes for the Benin routine regimen plus the introduction of the Rotarix vaccine. Specifically, we used the model to compare the current packing scheme to that of a proposed modular packing scheme. RESULTS Conventional packing of a Dometic RCW25 that aims to maximize fully-immunized children (FICs) results in 123 FICs and a packing efficiency of 81.93% compared to a maximum of 155 FICs and 94.1% efficiency for an alternative modular packaging system. CONCLUSIONS Our analysis suggests that modular packaging systems could offer significant advantages over conventional vaccine packaging systems with respect to space efficiency and potential FICs, when they are stored in standard vaccine carrying devices. This allows for more vaccines to be stored within the same volume while also simplifying the procedures used by field workers to pack storage devices. Ultimately, modular packaging systems could be a simple way to help increase vaccine coverage worldwide.
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Affiliation(s)
- Bryan A Norman
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jayant Rajgopal
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jung Lim
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Katrin Gorham
- Public Health Computational and Operations Research (PHICOR), Pittsburgh, PA (formerly) and Baltimore, MD (currently), United States; International Vaccine Access Center (IVAC), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Leila Haidari
- Public Health Computational and Operations Research (PHICOR), Pittsburgh, PA (formerly) and Baltimore, MD (currently), United States; Pittsburgh Supercomputing Center (PSC), Carnegie Mellon University, Pittsburgh, PA, United States
| | - Shawn T Brown
- Pittsburgh Supercomputing Center (PSC), Carnegie Mellon University, Pittsburgh, PA, United States
| | - Bruce Y Lee
- Public Health Computational and Operations Research (PHICOR), Pittsburgh, PA (formerly) and Baltimore, MD (currently), United States; International Vaccine Access Center (IVAC), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
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Edens C, Dybdahl-Sissoko NC, Weldon WC, Oberste MS, Prausnitz MR. Inactivated polio vaccination using a microneedle patch is immunogenic in the rhesus macaque. Vaccine 2015; 33:4683-90. [PMID: 25749246 DOI: 10.1016/j.vaccine.2015.01.089] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Revised: 01/27/2015] [Accepted: 01/29/2015] [Indexed: 11/26/2022]
Abstract
The phased replacement of oral polio vaccine (OPV) with inactivated polio vaccine (IPV) is expected to significantly complicate mass vaccination campaigns, which are an important component of the global polio eradication endgame strategy. To simplify mass vaccination with IPV, we developed microneedle patches that are easy to administer, have a small package size, generate no sharps waste and are inexpensive to manufacture. When administered to rhesus macaques, neutralizing antibody titers were equivalent among monkeys vaccinated using microneedle patches and conventional intramuscular injection for IPV types 1 and 2. Serologic response to IPV type 3 vaccination was weaker after microneedle patch vaccination compared to intramuscular injection; however, we suspect the administered type 3 dose was lower due to a flawed pre-production IPV type 3 analytical method. IPV vaccination using microneedle patches was well tolerated by the monkeys. We conclude that IPV vaccination using a microneedle patch is immunogenic in rhesus macaques and may offer a simpler method of IPV vaccination of people to facilitate polio eradication.
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Affiliation(s)
- Chris Edens
- Coulter Department of Biomedical Engineering at Georgia Tech and Emory University, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Naomi C Dybdahl-Sissoko
- Division of Viral Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - William C Weldon
- Division of Viral Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - M Steven Oberste
- Division of Viral Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Mark R Prausnitz
- Coulter Department of Biomedical Engineering at Georgia Tech and Emory University, Georgia Institute of Technology, Atlanta, GA 30332, USA; School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
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Applying reinforcement learning techniques to detect hepatocellular carcinoma under limited screening capacity. Health Care Manag Sci 2014; 18:363-75. [DOI: 10.1007/s10729-014-9304-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2013] [Accepted: 09/29/2014] [Indexed: 12/26/2022]
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