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Koya SF, Ganesh S, Selvaraj S, Wirtz VJ, Galea S, Rockers PC. Determinants of private-sector antibiotic consumption in India: findings from a quasi-experimental fixed-effects regression analysis using cross-sectional time-series data, 2011-2019. Sci Rep 2024; 14:5052. [PMID: 38424115 PMCID: PMC10904839 DOI: 10.1038/s41598-024-54250-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 02/10/2024] [Indexed: 03/02/2024] Open
Abstract
The consumption of antibiotics varies between and within countries. However, our understanding of the key drivers of antibiotic consumption is largely limited to observational studies. Using Indian data that showed substantial differences between states and changes over years, we conducted a quasi-experimental fixed-effects regression study to examine the determinants of private-sector antibiotic consumption. Antibiotic consumption decreased by 10.2 antibiotic doses per 1000 persons per year for every ₹1000 (US$12.9) increase in per-capita gross domestic product. Antibiotic consumption decreased by 46.4 doses per 1000 population per year for every 1% increase in girls' enrollment rate in tertiary education. The biggest determinant of private sector antibiotic use was government spending on health-antibiotic use decreased by 461.4 doses per 1000 population per year for every US$12.9 increase in per-capita government health spending. Economic progress, social progress, and increased public investment in health can reduce private-sector antibiotic use.
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Affiliation(s)
| | - Senthil Ganesh
- Public Health Foundation of India, New Delhi, Delhi, India
| | | | | | - Sandro Galea
- School of Public Health, Boston University, Boston, MA, USA
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Munkwase G. Implications of vaccine non-specific effects on licensure of new vaccines. Vaccine 2024; 42:1013-1021. [PMID: 38242737 DOI: 10.1016/j.vaccine.2024.01.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 01/14/2024] [Accepted: 01/16/2024] [Indexed: 01/21/2024]
Abstract
Immune memory was for a long time thought to be an exclusive feature of the adaptive immune system. Emerging evidence has shown that the innate immune system may exhibit memory which has been termed as trained immunity or innate immune memory. Trained immunity following vaccination may produce non-specific effects leading to reduction in morbidity and mortality from heterologous pathogens. This review looked at trained immunity as a mechanism for vaccine induced non-specific effects, mechanisms underlying trained immunity and known vaccine non-specific effects. A discussion is also made on the implications these vaccine non-specific effects may have on overall risk-benefit ratio evaluation by National Medicines Regulatory Authorities (NMRAs) during licensure of new vaccines. Epigenetic remodeling and "rewiring" of cellular metabolism in the innate immune cells especially monocytes, macrophages, and Natural Killer (NK) cells have been suggested to be the mechanisms underlying trained immunity. Trained immunity in other innate cells has largely remained elusive up to date. Non-specific effects have been extensively documented with Bacille Calmette-Guerin (BCG), measles vaccine and oral polio vaccine but it remains unclear if other vaccines may exhibit similar effects. All known vaccine non-specific effects have come from observations in epidemiological studies conducted post-vaccine licensure and roll out in target populations. It remains to be seen if early identification of non-specific effects especially those with protective benefits during the clinical development of new vaccines may contribute to the overall risk-benefit ratio evaluation during licensure by NMRAs.
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Affiliation(s)
- Grant Munkwase
- National Drug Authority, Plot 93, Buganda Road, Kampala, Uganda; African Leadership in Vaccinology Expertise (ALIVE), Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa.
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Fisker AB, Nebie E, Schoeps A, Martins C, Rodrigues A, Zakane A, Kagone M, Byberg S, Thysen SM, Tiendrebeogo J, Coulibaly B, Sankoh O, Becher H, Whittle HC, van der Klis FRM, Benn CS, Sie A, Müller O, Aaby P. A Two-Center Randomized Trial of an Additional Early Dose of Measles Vaccine: Effects on Mortality and Measles Antibody Levels. Clin Infect Dis 2019; 66:1573-1580. [PMID: 29177407 DOI: 10.1093/cid/cix1033] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 11/20/2017] [Indexed: 12/11/2022] Open
Abstract
Background In addition to protecting against measles, measles vaccine (MV) may have beneficial nonspecific effects. We tested the effect of an additional early MV on mortality and measles antibody levels. Methods Children aged 4-7 months at rural health and demographic surveillance sites in Burkina Faso and Guinea-Bissau were randomized 1:1 to an extra early standard dose of MV (Edmonston-Zagreb strain) or no extra MV 4 weeks after the third diphtheria-tetanus-pertussis-hepatitis B-Haemophilus influenzae type b vaccine. All children received routine MV at 9 months. We assessed mortality through home visits and compared mortality from enrollment to age 3 years using Cox proportional hazards models, censoring for subsequent nontrial MV. Subgroups of participants had blood sampled to assess measles antibody levels. Results Among 8309 children enrolled from 18 July 2012 to 3 December 2015, we registered 145 deaths (mortality rate: 16/1000 person-years). The mortality was lower than anticipated and did not differ by randomization group (hazard ratio, 1.05; 95% confidence interval, 0.75-1.46). At enrollment, 4% (16/447) of children in Burkina Faso and 21% (90/422) in Guinea-Bissau had protective measles antibody levels. By age 9 months, no measles-unvaccinated/-unexposed child had protective levels, while 92% (306/333) of early MV recipients had protective levels. At final follow-up, 98% (186/189) in the early MV group and 97% (196/202) in the control group had protective levels. Conclusions Early MV did not reduce all-cause mortality. Most children were susceptible to measles infection at age 4-7 months and responded with high antibody levels to early MV. Clinical Trials Registration NCT01644721.
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Affiliation(s)
- Ane B Fisker
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines, Bandim Health Project, Statens Serum Institut, Copenhagen, University of Southern Denmark, Denmark.,OPEN, Odense Patient data Explorative Network, Odense University Hospital/Institute of Clinical Research, University of Southern Denmark, Denmark
| | - Eric Nebie
- Centre de Recherche en Santé de Nouna, INDEPTH Network, Nouna, Burkina Faso
| | - Anja Schoeps
- Institute of Public Health, Ruprecht-Karls-University, Heidelberg, Germany
| | - Cesario Martins
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau
| | | | - Alphonse Zakane
- Centre de Recherche en Santé de Nouna, INDEPTH Network, Nouna, Burkina Faso
| | - Moubassira Kagone
- Centre de Recherche en Santé de Nouna, INDEPTH Network, Nouna, Burkina Faso
| | - Stine Byberg
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines, Bandim Health Project, Statens Serum Institut, Copenhagen, University of Southern Denmark, Denmark
| | - Sanne M Thysen
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines, Bandim Health Project, Statens Serum Institut, Copenhagen, University of Southern Denmark, Denmark
| | | | - Boubacar Coulibaly
- Centre de Recherche en Santé de Nouna, INDEPTH Network, Nouna, Burkina Faso
| | - Osman Sankoh
- INDEPTH Network, Accra, Ghana.,School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,College of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone
| | - Heiko Becher
- Institute of Public Health, Ruprecht-Karls-University, Heidelberg, Germany.,University Medical Center Hamburg-Eppendorf, Institute of Medical Biometry and Epidemiology, Germany
| | | | | | - Christine S Benn
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines, Bandim Health Project, Statens Serum Institut, Copenhagen, University of Southern Denmark, Denmark.,OPEN, Odense Patient data Explorative Network, Odense University Hospital/Institute of Clinical Research, University of Southern Denmark, Denmark
| | - Ali Sie
- Centre de Recherche en Santé de Nouna, INDEPTH Network, Nouna, Burkina Faso
| | - Olaf Müller
- Institute of Public Health, Ruprecht-Karls-University, Heidelberg, Germany
| | - Peter Aaby
- Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.,Research Center for Vitamins and Vaccines, Bandim Health Project, Statens Serum Institut, Copenhagen, University of Southern Denmark, Denmark
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Buckley BS, Henschke N, Bergman H, Skidmore B, Klemm EJ, Villanueva G, Garritty C, Paul M. Impact of vaccination on antibiotic usage: a systematic review and meta-analysis. Clin Microbiol Infect 2019; 25:1213-1225. [PMID: 31284031 DOI: 10.1016/j.cmi.2019.06.030] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 06/19/2019] [Accepted: 06/24/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Vaccines may reduce antibiotic use and the development of resistance. OBJECTIVES To provide a comprehensive, up-to-date assessment of the evidence base relating to the effect of vaccines on antibiotic use. DATA SOURCES Ovid MEDLINE, Embase, the Cochrane Library, ClinicalTrials.gov and WHO Trials Registry. STUDY ELIGIBILITY CRITERIA Randomized controlled trials (RCTs) and observational studies published from January 1998 to March 2018. PARTICIPANTS Any population. INTERVENTIONS Vaccines versus placebo, no vaccine or another vaccine. METHODS Titles, abstracts and full-texts were screened independently by two reviewers. Certainty of RCT evidence was assessed using GRADE. RESULTS In all, 4980 records identified; 895 full-text reports assessed; 96 studies included (24 RCTs, 72 observational). There was high-certainty evidence that influenza vaccine reduces days of antibiotic use among healthy adults (one RCT; n = 4253; rate reduction 28·1%; 95% CI 16·0-38·4); moderate-certainty evidence that influenza vaccines probably reduce antibiotic use in children aged 6 months to 14 years (three RCTs; n = 610; ratio of means 0·62; 95% CI 0·54-0·70) and probably reduce community antibiotic use in children aged 3-15 years (one RCT; n = 10 985 person-seasons; risk ratio 0·69, 95% CI 0·58-0·83); and moderate-certainty evidence that pneumococcal vaccination probably reduces antibiotic use in children aged 6 weeks to 6 years (two RCTs; n = 47 945; rate ratio 0·93, 95% CI 0·87-0·99) and reduces illness episodes requiring antibiotics in children aged 12-35 months (one RCT; n = 264; rate ratio 0·85, 95% CI 0·75-0·97). Other RCT evidence was of low or very low certainty, and observational evidence was affected by confounding. CONCLUSIONS The evidence base is poor. Although some vaccines may reduce antibiotic use, collection of high-quality data in future vaccine trials is needed to improve the evidence base. PROSPERO REGISTRATION CRD42018103881.
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Affiliation(s)
- B S Buckley
- Department of Surgery, University of the Philippines Manila, Philippine General Hospital, Manila, Philippines; Cochrane Response, Cochrane, London, UK
| | - N Henschke
- Cochrane Response, Cochrane, London, UK.
| | - H Bergman
- Cochrane Response, Cochrane, London, UK
| | - B Skidmore
- Independent Information Specialist, Ottawa, ON, Canada
| | | | | | - C Garritty
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - M Paul
- Institute of Infectious Diseases, Rambam Health Care Campus, Ruth & Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
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