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Kitano T, Tsuzuki S, Koizumi R, Aoyagi K, Asai Y, Kusama Y, Ohmagari N. Factors Associated with Geographical Variability of Antimicrobial Use in Japan. Infect Dis Ther 2023; 12:2745-2755. [PMID: 38019383 PMCID: PMC10746630 DOI: 10.1007/s40121-023-00893-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/08/2023] [Indexed: 11/30/2023] Open
Abstract
INTRODUCTION Evidence regarding the factors affecting the geographical variation of antimicrobial use (AMU) is relatively scarce. This study aimed to evaluate factors potentially associated with geographical variability of AMU per day per 1000 habitants in the 47 prefectures of Japan. METHODS This is an observational ecological study using the Japanese national database in 2019. The outcome was the defined daily doses per 1000 inhabitants per day by prefecture. Multivariable negative binomial regression analysis was conducted using patient- and physician-level variables. RESULTS The study included 605,391,054 defined daily doses of AMU in 2019 from the 47 prefectures. In the multivariable negative binomial regression analyses for the outcome of total AMU, the proportion of female individuals (adjusted rate ratio [aRR] 1.04 [1.01-1.08] per 1% increase, p = 0.021), the proportion of upper secondary graduates going to further education (aRR 1.01 [1.00-1.01] per 1% increase, p = 0.005), and the annual number of diagnoses related to upper respiratory infections (URIs) per 1000 inhabitants per day (aRR 1.21 [1.10-1.34], p < 0.001) were significantly correlated with total AMU. CONCLUSIONS In this ecological study, the variability of total AMU by Japanese prefecture was associated with the proportion of female individuals, education level, and the number of URI diagnoses per population. The results suggest the potential need for additional stewardship efforts to reduce unnecessary antimicrobial prescriptions for URI.
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Affiliation(s)
- Taito Kitano
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA
| | - Shinya Tsuzuki
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan.
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan.
- Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
| | - Ryuji Koizumi
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Kensuke Aoyagi
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Yusuke Asai
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yoshiki Kusama
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Norio Ohmagari
- AMR Clinical Reference Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
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Fu Y, Dou Q, Smalla K, Wang Y, Johnson TA, Brandt KK, Mei Z, Liao M, Hashsham SA, Schäffer A, Smidt H, Zhang T, Li H, Stedtfeld R, Sheng H, Chai B, Virta M, Jiang X, Wang F, Zhu Y, Tiedje JM. Gut microbiota research nexus: One Health relationship between human, animal, and environmental resistomes. MLIFE 2023; 2:350-364. [PMID: 38818274 PMCID: PMC10989101 DOI: 10.1002/mlf2.12101] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/30/2023] [Accepted: 11/30/2023] [Indexed: 06/01/2024]
Abstract
The emergence and rapid spread of antimicrobial resistance is of global public health concern. The gut microbiota harboring diverse commensal and opportunistic bacteria that can acquire resistance via horizontal and vertical gene transfers is considered an important reservoir and sink of antibiotic resistance genes (ARGs). In this review, we describe the reservoirs of gut ARGs and their dynamics in both animals and humans, use the One Health perspective to track the transmission of ARG-containing bacteria between humans, animals, and the environment, and assess the impact of antimicrobial resistance on human health and socioeconomic development. The gut resistome can evolve in an environment subject to various selective pressures, including antibiotic administration and environmental and lifestyle factors (e.g., diet, age, gender, and living conditions), and interventions through probiotics. Strategies to reduce the abundance of clinically relevant antibiotic-resistant bacteria and their resistance determinants in various environmental niches are needed to ensure the mitigation of acquired antibiotic resistance. With the help of effective measures taken at the national, local, personal, and intestinal management, it will also result in preventing or minimizing the spread of infectious diseases. This review aims to improve our understanding of the correlations between intestinal microbiota and antimicrobial resistance and provide a basis for the development of management strategies to mitigate the antimicrobial resistance crisis.
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Affiliation(s)
- Yuhao Fu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Qingyuan Dou
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Kornelia Smalla
- Julius Kühn Institute (JKI) Federal Research Centre for Cultivated PlantsBraunschweigGermany
| | - Yu Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | | | - Kristian K. Brandt
- Section for Microbial Ecology and Biotechnology, Department of Plant and Environmental SciencesUniversity of CopenhagenFrederiksberg CDenmark
- Sino‐Danish Center (SDC)BeijingChina
| | - Zhi Mei
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
- Department of MicrobiologyUniversity of HelsinkiHelsinkiFinland
| | - Maoyuan Liao
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Syed A. Hashsham
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
- Department of Civil and Environmental EngineeringMichigan State UniversityMichiganUSA
| | - Andreas Schäffer
- Institute for Environmental ResearchRWTH Aachen UniversityAachenGermany
| | - Hauke Smidt
- Laboratory of MicrobiologyWageningen University & ResearchWageningenThe Netherlands
| | - Tong Zhang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil EngineeringThe University of Hong KongPokfulamHong KongChina
| | - Hui Li
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
| | - Robert Stedtfeld
- Department of Civil and Environmental EngineeringMichigan State UniversityMichiganUSA
| | - Hongjie Sheng
- Institute of Agricultural Resources and EnvironmentJiangsu Academy of Agricultural SciencesNanjingChina
| | - Benli Chai
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
| | - Marko Virta
- Department of MicrobiologyUniversity of HelsinkiHelsinkiFinland
| | - Xin Jiang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Fang Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Yong‐Guan Zhu
- University of Chinese Academy of SciencesBeijingChina
- Key Laboratory of Urban Environment and Health, Institute of Urban EnvironmentChinese Academy of SciencesXiamenChina
- State Key Laboratory of Urban and Regional EcologyChinese Academy of SciencesBeijingChina
| | - James M. Tiedje
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
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Knüsli J, Lhopitallier L, Kronenberg A, Meuwly JY, Opota O, Perrenoud MA, Page MA, Kain KC, Mamin A, D’Acremont V, Senn N, Mueller Y, Locatelli I, Boillat-Blanco N. Overruling of Procalcitonin-Guided Antibiotics for Lower Respiratory Tract Infections in Primary Care: Ancillary Study of a Randomized Controlled Trial. Antibiotics (Basel) 2023; 12:antibiotics12020377. [PMID: 36830288 PMCID: PMC9952660 DOI: 10.3390/antibiotics12020377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
BACKGROUND Lower respiratory tract infections (LRTIs) in primary care are a promising target for antibiotic stewardship. A clinical trial in Switzerland showed a large decrease in antibiotic prescriptions with procalcitonin guidance (cut-off < 0.25 µg/L) compared with usual care. However, one-third of patients with low procalcitonin at baseline received antibiotics by day 28. AIM To explore the factors associated with the overruling of initial procalcitonin guidance. DESIGN AND SETTING Secondary analysis of a cluster randomized trial in which patients with an LRTI were included. METHOD Using the characteristics of patients, their disease, and general practitioners (GPs), we conducted a multivariate logistic regression, adjusted for clustering. RESULTS Ninety-five out of 301 (32%) patients with low procalcitonin received antibiotics by day 28. Factors associated with an overruling of procalcitonin guidance were: a history of chest pain (adjusted OR [aOR] 1.81, 95% confidence interval 1.03-3.17); a prescription of chest X-ray by the GP (aOR 4.65, 2.32-9.34); a C-reactive protein measured retrospectively above 100 mg/L (aOR 7.48, 2.34-23.93, reference ≤ 20 mg/L); the location of the GP practice in an urban setting (aOR 2.27, 1.18-4.37); and the GP's number of years of experience (aOR per year 1.05, 1.01-1.09). CONCLUSIONS Overruling of procalcitonin guidance was associated with GPs' socio-demographic characteristics, pointing to the general behavioral problem of overprescription by physicians. Continuous medical education and communication training might support the successful implementation of procalcitonin point-of-care tests aimed at antibiotic stewardship.
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Affiliation(s)
- José Knüsli
- Infectious Diseases Service, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
- Correspondence:
| | - Loïc Lhopitallier
- Gare10 Lausanne General Practice, Av. de la gare 10, 1003 Lausanne, Switzerland
| | - Andreas Kronenberg
- Institute for Infectious Diseases, University of Bern, Friedbühlstrasse 51, 3001 Bern, Switzerland
- Medix General Practice, Bubenbergplatz 8, 3011 Bern, Switzerland
| | - Jean-Yves Meuwly
- Department of Radiology, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Onya Opota
- Microbiology Institute, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 48, 1011 Lausanne, Switzerland
| | - Marc-Antoine Perrenoud
- Microbiology Institute, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 48, 1011 Lausanne, Switzerland
| | - Marie-Anne Page
- Microbiology Institute, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 48, 1011 Lausanne, Switzerland
| | - Kevin C. Kain
- Tropical Disease Unit, Department of Medicine, University of Toronto, 200 Elizabeth Street, Toronto, ON M5G 2C4, Canada
- Sandra Rotman Centre for Global Health, Toronto General Hospital, University Health Network, 105 St. George Street, Toronto, ON M5S 3E6, Canada
| | - Aline Mamin
- Division of Infectious Diseases and Centre for Emerging Viral Diseases, Faculty of Medicine, University of Geneva Hospitals, Rue Gabrielle-Perret-Gentil 4, 1211 Geneva, Switzerland
| | - Valérie D’Acremont
- Digital Global Health Department, Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Rue du Bugnon 44, 1011 Lausanne, Switzerland
| | - Nicolas Senn
- Department of Family Medicine, Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Rue du Bugnon 44, 1011 Lausanne, Switzerland
| | - Yolanda Mueller
- Department of Family Medicine, Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Rue du Bugnon 44, 1011 Lausanne, Switzerland
| | - Isabella Locatelli
- Department of Education, Research, and Innovation, Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Rue du Bugnon 44, 1011 Lausanne, Switzerland
| | - Noémie Boillat-Blanco
- Infectious Diseases Service, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
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Di Filippo A, Perna S, Pierantozzi A, Milozzi F, Fortinguerra F, Caranci N, Moro L, Agabiti N, Belleudi V, Cesaroni G, Nardi A, Spadea T, Gnavi R, Trotta F. Socio-economic inequalities in the use of drugs for the treatment of chronic diseases in Italy. Int J Equity Health 2022; 21:157. [DOI: 10.1186/s12939-022-01772-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 10/03/2022] [Indexed: 11/11/2022] Open
Abstract
Abstract
Background
Since the use of medicines is strongly correlated to population health needs, higher drug consumption is expected in socio-economical deprived areas. However, no systematic study investigated the relationship between medications use in the treatment of chronic diseases and the socioeconomic position of patients. The purpose of the study is to provide a description, both at national level and with geographical detail, of the use of medicines, in terms of consumption, adherence and persistence, for the treatment of major chronic diseases in groups of population with different level of socioeconomic position.
Methods
A cross-sectional study design was used to define the “prevalent” users during 2018. A longitudinal cohort study design was performed for each chronic disease in new drug users, in 2018 and the following year. A retrospective population-based study, considering all adult Italian residents (i.e. around 50.7 million people aged ≥ 18 years). Different medications were used as a proxy for underlying chronic diseases: hypertension, dyslipidemia, osteoporosis, diabetes and chronic obstructive pulmonary disease. Only “chronic” patients who had at least 2 prescriptions within the same subgroup of drugs or specific medications during the year were selected for the analysis. A multidimensional measures of socio-economic position, declined in a national deprivation index at the municipality level, was used to identify and estimate the relationship with drug use indicators. The medicine consumption rate for each pharmacological category was estimated for prevalent users while adherence and persistence to pharmacologic therapy at 12 months were evaluated for new users.
Results
The results highlighted how the socioeconomic deprivation is strongly correlated with the use of medicines: after adjustment by deprivation index, the drug consumption rates decreased, mainly in the most disadvantaged areas, where consumption levels are on average higher than in other areas. On the other hand, the adherence and persistence indicators did not show the same trend.
Conclusions
This study showed that drug consumption is influenced by the level of deprivation consistently with the distribution of diseases. For this reason, the main levers on which it is necessary to act to reduce disparities in health status are mainly related to prevention. Moreover, it is worth pointing out that the use of a municipal deprivation indicator necessarily generates an ecological bias, however, the experience of the present study, which for the first-time deals with the complex and delicate issue of equity in Italian pharmaceutical assistance, sets the stage for new insights that could overcome the limits.
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Pyörälä E, Sepponen K, Lauhio A, Saastamoinen L. Outpatient Antibiotic Use and Costs in Adults: A Nationwide Register-Based Study in Finland 2008-2019. Antibiotics (Basel) 2022; 11:1453. [PMID: 36358108 PMCID: PMC9686641 DOI: 10.3390/antibiotics11111453] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/17/2022] [Accepted: 10/20/2022] [Indexed: 12/27/2023] Open
Abstract
The objective of this study was to describe the prevalence of outpatient use and costs for systemic antibacterials by age and sex among adults in Finland from 2008-2019. Data from the Finnish statistical database Kelasto, containing information concerning all reimbursed medicines for 18+-year-olds during 2008-2019, were analyzed. In addition to the decreased (26%) use of systemic antibiotics, decreased use was observed in all antibiotic categories, notably including several wide-spectrum antibiotics. The use of quinolones decreased by 49% and of tetracyclines by 39%. The 10 most frequently used antibiotics covered 89% of all adult antibiotic prescriptions. Antibiotic use also decreased in every age group during the study period. Although the overall yearly costs of outpatient antibiotics during the 10-year study period decreased from EUR 36.4 million to EUR 30.7 million, the cost per prescription increased slightly. In conclusion, according to the findings of this study, concerning adults and the results of our previous study concerning children and adolescents (2008-2016), there has been a decreasing trend of outpatient antibacterial use among the whole Finnish outpatient population over the duration of nearly one decade. However, during the same time period, there has been a specific increasing trend for the Gram-negative AMR threat regarding E. coli resistance. Therefore, based on our important findings in Finland, methods other than the restriction of antibiotic use, such as new anti-infective innovations, including antibacterials, are needed as soon as possible to tackle this major global health threat-a silent pandemic.
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Affiliation(s)
- Elisa Pyörälä
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland
| | - Kati Sepponen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland
| | - Anneli Lauhio
- Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
- Finnish Medicines Agency Fimea, 00300 Helsinki, Finland
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Willmington C, Vainieri M, Seghieri C. Estimating variations in the use of antibiotics in primary care: Insights from the Tuscany region, Italy. Int J Health Plann Manage 2021; 37:1049-1060. [PMID: 34800340 PMCID: PMC9299633 DOI: 10.1002/hpm.3388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Practice variation is a well-known phenomenon that affects all aspects of healthcare delivery and leads to suboptimal health outcomes as well as poor resource allocation. Given the global rise of antimicrobial resistance, practice variation is of particular concern when it comes to the prescription of antibiotics. A growing number of healthcare systems are tackling this issue at all levels of healthcare governance. AIMS AND OBJECTIVES This study sought to estimate the variation in antibiotic use across different levels of Tuscany's primary care, and assess the extent to which the organization of primary care delivery is responsible for this variation. METHODS We analysed the performance and variation for seven indicators related to the use of antibiotics at three levels of healthcare governance: (i) the clinician level (2619 general practitioners [GPs]); (ii) the peer-group level (all 116 GP group practices) and (iii) the institutional level (all 26 health districts). For the statistical analysis, we built three-level mixed effects models that were fitted with 2619 GPs, 116 GP group practices and 26 health districts. RESULTS The multi-level models suggested that the grand majority of the variation in antibiotic use was located at the GP level (75% to 97%). However, the percentage of variation associated with GP group practices and health districts ranged from 3% to 25%, depending on the type of indicator analysed. CONCLUSION While the variation was found to be in large part due to differences between GPs themselves, the influence exerted by peer groups and institutional mechanisms does have a significant impact as well. Further research needs to be conducted regarding the institutional and contextual factors that prompt GPs to harmonize their prescribing behaviour in line with best practices and lead to not only improved patient outcomes but also large cost-savings.
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Affiliation(s)
- Claire Willmington
- Laboratorio Management e Sanità, Institute of Management, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Milena Vainieri
- Laboratorio Management e Sanità, Institute of Management, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Chiara Seghieri
- Laboratorio Management e Sanità, Institute of Management, Scuola Superiore Sant'Anna, Pisa, Italy
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Larsen SB, Jensen MLV, Bjerrum L, Siersma V, Bang CW, Jensen JN. Trend in antibiotic prescription to children aged 0-6 years old in the capital region of Denmark between 2009 and 2018: Differences between municipalities and association with socioeconomic composition. Eur J Gen Pract 2021; 27:257-263. [PMID: 34486909 PMCID: PMC8425679 DOI: 10.1080/13814788.2021.1965121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND To curb future antibiotic resistance it is important to monitor and investigate current prescription patterns of antibiotics. OBJECTIVES To examine trends in antibiotic prescription to children aged 0-6 years old and the association with socioeconomic status of municipalities in the Capital region of Denmark between 2009 and 2018. METHODS This is a register-based study combining data on antibiotic treatments from 2009 to 2018, inhabitant-data and socioeconomic municipality scores. Subjects were children aged 0-6 years, residing in the Capital Region of Denmark. The study quantifies the use of antibiotics as number of antibiotic treatments/1000 inhabitants/year (TIY), inhabitants defined as children aged 0-6. Socioeconomic status of the municipalities is evaluated by a score from 3 to 12. RESULTS The average TIY of the municipalities decreased from 741.2 [95%CI 689.3-793.2] in 2009 to 348.9 [329.4-368.4] in 2018. The difference between the highest and lowest prescribing municipalities was reduced from 648.3 TIY in 2009-212.5 TIY in 2018. The average increase in TIY per unit increase in socioeconomic municipality score changed from 20.05 [7.69-31.06] in 2009 to -4.58 [-16.02-5.60] in 2018, representing a decreasing association between socioeconomic municipality score and use of antibiotic in the respective municipalities. CONCLUSION The trend in antibiotic prescription to children aged 0-6 years old decreased substantially in all the investigated municipalities in the 10-year study period. Local differences in prescription rates declined towards a more uniform prescription pattern across municipalities and association with socioeconomic status of the municipalities was reduced.
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Affiliation(s)
- Sif Binder Larsen
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Maria Louise Veimer Jensen
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Microbiology, Herlev and Gentofte Hospital, University of Copenhagen, Herlev, Denmark
| | - Lars Bjerrum
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Volkert Siersma
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Christine Winther Bang
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Jette Nygaard Jensen
- Department of Clinical Microbiology, Herlev and Gentofte Hospital, University of Copenhagen, Herlev, Denmark
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Mucherino S, Gimeno-Miguel A, Carmona-Pirez J, Gonzalez-Rubio F, Ioakeim-Skoufa I, Moreno-Juste A, Orlando V, Aza-Pascual-Salcedo M, Poblador-Plou B, Menditto E, Prados-Torres A. Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011-2015 Comparison Using Real-World Data. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18094422. [PMID: 33919351 PMCID: PMC8122591 DOI: 10.3390/ijerph18094422] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/14/2021] [Accepted: 04/15/2021] [Indexed: 11/16/2022]
Abstract
The pressing problem of multimorbidity and polypharmacy is aggravated by the lack of specific care models for this population. We aimed to investigate the evolution of multimorbidity and polypharmacy patterns in a given population over a 4-year period (2011–2015). A cross-sectional, observational study among the EpiChron Cohort, including anonymized demographic, clinical and drug dispensation information of all users of the public health system ≥65 years in Aragon (Spain), was performed. An exploratory factor analysis, stratified by age and sex, using an open cohort was carried out based on the tetra-choric correlations among chronic diseases and dispensed drugs during 2011 and compared with 2015. Seven baseline patterns were identified during 2011 named as: mental health, respiratory, allergic, mechanical pain, cardiometabolic, osteometabolic, and allergic/derma. Of the epidemiological patterns identified in 2015, six were already present in 2011 but a new allergic/derma one appeared. Patterns identified in 2011 were more complex in terms of both disease and drugs. Results confirmed the existing association between age and clinical complexity. The systematic associations between diseases and drugs remain similar regarding their clinical nature over time, helping in early identification of potential interactions in multimorbid patients with a high risk of negative health outcomes due to polypharmacy.
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Affiliation(s)
- Sara Mucherino
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Antonio Gimeno-Miguel
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
| | - Jonas Carmona-Pirez
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
| | - Francisca Gonzalez-Rubio
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
- Drug Utilization Work Group, Spanish Society of Family and Community Medicine (SemFYC), 28004 Madrid, Spain
| | - Ignatios Ioakeim-Skoufa
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Drug Utilization Work Group, Spanish Society of Family and Community Medicine (SemFYC), 28004 Madrid, Spain
- Vaksinasjonssenter BSN, Bydel Søndre Nordstrand, Oslo Kommune, 1252 Oslo, Norway
| | - Aida Moreno-Juste
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
| | - Valentina Orlando
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Mercedes Aza-Pascual-Salcedo
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
| | - Beatriz Poblador-Plou
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
| | - Enrica Menditto
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
- Correspondence: ; Tel.: +39-081678660
| | - Alexandra Prados-Torres
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, 50009 Zaragoza, Spain; (A.G.-M.); (J.C.-P.); (F.G.-R.); (I.I.-S.); (A.M.-J.); (M.A.-P.-S.); (B.P.-P.); (A.P.-T.)
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, 28029 Madrid, Spain
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9
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Orlando V, Rea F, Savaré L, Guarino I, Mucherino S, Perrella A, Trama U, Coscioni E, Menditto E, Corrao G. Development and validation of a clinical risk score to predict the risk of SARS-CoV-2 infection from administrative data: A population-based cohort study from Italy. PLoS One 2021; 16:e0237202. [PMID: 33471809 PMCID: PMC7816996 DOI: 10.1371/journal.pone.0237202] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Accepted: 12/12/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The novel coronavirus (SARS-CoV-2) pandemic spread rapidly worldwide increasing exponentially in Italy. To date, there is lack of studies describing clinical characteristics of the people at high risk of infection. Hence, we aimed (i) to identify clinical predictors of SARS-CoV-2 infection risk, (ii) to develop and validate a score predicting SARS-CoV-2 infection risk, and (iii) to compare it with unspecific scores. METHODS Retrospective case-control study using administrative health-related database was carried out in Southern Italy (Campania region) among beneficiaries of Regional Health Service aged over than 30 years. For each person with SARS-CoV-2 confirmed infection (case), up to five controls were randomly matched for gender, age and municipality of residence. Odds ratios and 90% confidence intervals for associations between candidate predictors and risk of infection were estimated by means of conditional logistic regression. SARS-CoV-2 Infection Score (SIS) was developed by generating a total aggregate score obtained from assignment of a weight at each selected covariate using coefficients estimated from the model. Finally, the score was categorized by assigning increasing values from 1 to 4. Discriminant power was used to compare SIS performance with that of other comorbidity scores. RESULTS Subjects suffering from diabetes, anaemias, Parkinson's disease, mental disorders, cardiovascular and inflammatory bowel and kidney diseases showed increased risk of SARS-CoV-2 infection. Similar estimates were recorded for men and women and younger and older than 65 years. Fifteen conditions significantly contributed to the SIS. As SIS value increases, risk progressively increases, being odds of SARS-CoV-2 infection among people with the highest SIS value (SIS = 4) 1.74 times higher than those unaffected by any SIS contributing conditions (SIS = 1). CONCLUSION Conditions and diseases making people more vulnerable to SARS-CoV-2 infection were identified by the current study. Our results support decision-makers in identifying high-risk people and adopting of preventive measures to minimize the spread of further epidemic waves.
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Affiliation(s)
- Valentina Orlando
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Federico Rea
- National Centre for Healthcare Research & Pharmacoepidemiology, at the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Laboratory of Healthcare Research & Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Laura Savaré
- National Centre for Healthcare Research & Pharmacoepidemiology, at the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Laboratory of Healthcare Research & Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Ilaria Guarino
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Alessandro Perrella
- Infectious Disease of Healthcare Direction, AORN Antonio Cardarelli, Naples, Italy
| | - Ugo Trama
- Regional Pharmaceutical Unit, Campania Region, Naples, Italy
| | - Enrico Coscioni
- Division of Cardiac Surgery, AOU San Giovanni di Dio e Ruggi d’Aragona, Salerno, Italy
| | - Enrica Menditto
- CIRFF, Center of Drug Utilization and Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Giovanni Corrao
- National Centre for Healthcare Research & Pharmacoepidemiology, at the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Laboratory of Healthcare Research & Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
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10
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Guerrero-Fernández de Alba I, Orlando V, Monetti VM, Mucherino S, Gimeno-Miguel A, Vaccaro O, Forjaz MJ, Poblador Plou B, Prados-Torres A, Riccardi G, Menditto E. Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients. Front Pharmacol 2020; 11:586187. [PMID: 33746740 PMCID: PMC7970761 DOI: 10.3389/fphar.2020.586187] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 10/29/2020] [Indexed: 01/11/2023] Open
Abstract
Objectives: Little is known about the specific comorbidities contributing to higher costs in patients with type-2 diabetes mellitus (T2DM), particularly in older cases. We aimed to evaluate the prevalence, type, and cost of comorbidities occurring in older T2DM patients versus older non-T2DM patients, and the factors associated with high cost (HC) T2DM patients. Methods: Retrospective cohort study using information from the Campania Region healthcare database. People aged ≥65 years who received ≥2 prescriptions for antidiabetic drugs were identified as "T2DM patients." Comorbidities among T2DM and non-T2DM groups were assessed through the RxRiskV Index (modified version). T2DM individuals were classified according to the total cost distribution as HC or "non-high cost." Two sub-cohorts of HC T2DM patients were assessed: above 90th and 80th percentile of the total cost. Age- and sex-adjusted logistic regression models were created. Results: Among the T2DM cohort, concordant and discordant comorbidities occurred significantly more frequently than in the non-T2DM cohort. Total mean annual cost per T2DM patient due to comorbidities was €7,627 versus €4,401 per non-T2DM patient. Among T2DM patients identified as being above 90th and 80th percentiles of cost distribution, the total annual costs were >€19,577 and >€2,563, respectively. The hospitalization cost was higher for T2DM cases. Strongest predictors of being a HC T2DM patient were having ≥5 comorbidities and renal impairment. Conclusion: HC patients accrued >80% of the total comorbidities cost in older T2DM patients. Integrated care models, with holistic and patient-tailored foci, could achieve more effective T2DM care.
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Affiliation(s)
- Inmaculada Guerrero-Fernández de Alba
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, Spain
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, Spain
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Valeria M. Monetti
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Antonio Gimeno-Miguel
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, Spain
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, Spain
| | - Olga Vaccaro
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Maria João Forjaz
- National Centre of Epidemiology, Institute of Health Carlos III and REDISSEC, Madrid, Spain
| | - Beatriz Poblador Plou
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, Spain
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, Spain
| | - Alexandra Prados-Torres
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, Spain
- Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, Spain
| | - Gabriele Riccardi
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
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11
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Effects of Antibiotics upon the Gut Microbiome: A Review of the Literature. Biomedicines 2020; 8:biomedicines8110502. [PMID: 33207631 PMCID: PMC7696078 DOI: 10.3390/biomedicines8110502] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 11/09/2020] [Accepted: 11/13/2020] [Indexed: 02/07/2023] Open
Abstract
The human gastrointestinal tract carries a large number of microorganisms associated with complex metabolic processes and interactions. Although antibiotic treatment is crucial for combating infections, its negative effects on the intestinal microbiota and host immunity have been shown to be of the utmost importance. Multiple studies have recognized the adverse consequences of antibiotic use upon the gut microbiome in adults and neonates, causing dysbiosis of the microbiota. Repeated antibiotic treatments in clinical care or low-dosage intake from food could be contributing factors in this issue. Researchers in both human and animal studies have strived to explain this multifaceted relationship. The present review intends to elucidate the axis of the gastrointestinal microbiota and antibiotics resistance and to highlight the main aspects of the issue.
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12
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Cangini A, Fortinguerra F, Di Filippo A, Pierantozzi A, Da Cas R, Villa F, Trotta F, Moro ML, Gagliotti C. Monitoring the community use of antibiotics in Italy within the National Action Plan on antimicrobial resistance. Br J Clin Pharmacol 2020; 87:1033-1042. [PMID: 32643167 DOI: 10.1111/bcp.14461] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/19/2020] [Accepted: 06/23/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND In Italy both the consumption of antibiotics and the prevalence of bacterial resistance are higher than in other European countries. In 2017, the first National Action Plan on Antimicrobial Resistance (PNCAR) was adopted in Italy. In response to the PNCAR two national reports on antibiotic use in the human setting have been published. This article's aim is to describe the pattern of antibiotic consumption in the community setting in Italy from 2013 to 2018. METHODS To analyse the consumption for reimbursed antibiotics dispensed by community pharmacies different data sources were used. Consumption was measured in terms of defined daily dose (DDD), prescriptions or prevalence of use. RESULTS In 2018, the consumption of antibiotics in Italy amounted to 16.1 DDD per 1000 inhabitants per day. The rates of consumption by geographical area were: 12.7 DDD in the north, 16.9 in the centre and 20.4 in the south. The use was greater in the extreme age groups than in the population aged from 20 to 64 years. The consumption was higher in winter season, with high peaks in the incidence of flu syndromes. In the paediatric population, a utilization rate of 1010 prescriptions per 1000 children, with a prevalence of use of 40.8%, was found. CONCLUSION The study provides useful information on the geographical variability of antibiotic use in Italy to guide decision makers in the introduction of tailored interventions, as suggested by PNCAR, aimed at promoting a more rational use of antibiotics for humans and reducing antimicrobial resistance.
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Affiliation(s)
| | | | | | | | | | - Federico Villa
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale "Amedeo Avogadro", Novara, Italy
| | | | - Maria Luisa Moro
- Agenzia Sanitaria e Sociale Regionale Emilia-Romagna, Bologna, Italy
| | - Carlo Gagliotti
- Agenzia Sanitaria e Sociale Regionale Emilia-Romagna, Bologna, Italy
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13
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Bianco A, Licata F, Zucco R, Papadopoli R, Pavia M. Knowledge and practices regarding antibiotics use: Findings from a cross-sectional survey among Italian adults. EVOLUTION MEDICINE AND PUBLIC HEALTH 2020; 2020:129-138. [PMID: 32983538 PMCID: PMC7502262 DOI: 10.1093/emph/eoaa028] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 07/23/2020] [Indexed: 12/20/2022]
Abstract
Background and objectives This study aimed to assess the knowledge on antibiotics and antimicrobial resistance (AMR) and the antibiotic use among the general public in Southern Italy and to analyze whether sociodemographic characteristics could be associated with poor knowledge and improper practices. Methodology From March to November 2019, a face-to-face interview was conducted with adult subjects attending the waiting room of 27 randomly selected general practitioners (GPs) in Southern Italy. The questionnaire covered sociodemographic characteristics, knowledge on antibiotics and AMR and practices regarding the consumption of and self-medication with antibiotics. Results The response rate was 89.7%. In the sample, 29.2% thought that antibiotics are effective for viral infections, and 49.5% correctly recognized the definition of AMR. Predictors of good knowledge about antibiotics and AMR were female gender and a higher education level. Almost half of the respondents had used antibiotics in the previous year and 23.6% took antibiotics to treat a common cold and/or fever. Among participants, 25.5% reported to have bought antibiotics without a prescription, and 30.6% were classified as antibiotic self-medication users. Use of antibiotics in the previous 12 months and having taken an antibiotic after a phone consultation with the GP were positively associated with both antibiotic use for a common cold and/or fever and self-medication with antibiotics. Conclusions and implications The findings of this study highlighted a considerable antibiotic consumption in the adult population of Southern Italy together with misconceptions regarding the correct indication for antibiotic use that could foster indiscriminate antibiotic use. Lay Summary The findings of this study highlighted a considerable antibiotic consumption in the adult Italian population together with misconceptions regarding the correct indication for antibiotic use that could foster indiscriminate antibiotic use. Almost a quarter of the respondents took antibiotics to treat a common cold and/or fever and reported to have bought antibiotics without a prescription.
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Affiliation(s)
- Aida Bianco
- Department of Health Sciences, School of Medicine, University of Catanzaro Magna Græcia, Catanzaro 88100, Italy
| | - Francesca Licata
- Department of Health Sciences, School of Medicine, University of Catanzaro Magna Græcia, Catanzaro 88100, Italy
| | - Rossella Zucco
- Department of Health Sciences, School of Medicine, University of Catanzaro Magna Græcia, Catanzaro 88100, Italy
| | - Rosa Papadopoli
- Department of Health Sciences, School of Medicine, University of Catanzaro Magna Græcia, Catanzaro 88100, Italy
| | - Maria Pavia
- Department of Health Sciences, School of Medicine, University of Catanzaro Magna Græcia, Catanzaro 88100, Italy.,Department of Experimental Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
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14
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Machado-Alba JE, Valladales-Restrepo LF, Gaviria-Mendoza A, Machado-Duque ME, Figueras A. Patterns of Antibiotic Prescription in Colombia: Are There Differences between Capital Cities and Municipalities? Antibiotics (Basel) 2020; 9:antibiotics9070389. [PMID: 32650491 PMCID: PMC7400600 DOI: 10.3390/antibiotics9070389] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 07/05/2020] [Accepted: 07/06/2020] [Indexed: 12/20/2022] Open
Abstract
The use of antibiotics is the most important modifiable risk factor for the development of microorganism resistance. A cross-sectional study of outpatients receiving antibiotic prescriptions registered in a population database in Colombia was conducted. The characteristics of the consumption in capital cities and small municipalities was studied and the AWaRe classification was used. AWaRe classifies antibiotics into three stewardship groups: Access, Watch and Reserve, to emphasize the importance of their optimal use and potential harms of antimicrobial resistance. A total of 182,397 patients were prescribed an antibiotic; the most common were penicillins (38.6%), cephalosporins (30.2%) and fluoroquinolones (10.9%). ‘Access’ antibiotics (86.4%) were the most frequently prescribed, followed by ‘Watch’ antibiotics (17.0%). Being 18 or older, being male, living in a municipality, having one or more comorbidities and urinary, respiratory or gastrointestinal disorders increased the probability of receiving ‘Watch’ or ‘Reserve’ antibiotics. Penicillin and urinary antiseptic prescriptions predominated in cities, while cephalosporin and fluoroquinolone prescriptions predominated in municipalities. This analysis showed that the goal set by the WHO Access of mainly using Access antibiotics is being met, although the high use of Watch antibiotics in municipalities should be carefully studied to determine if it is necessary to design specific campaigns to improve antibiotics use.
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Affiliation(s)
- Jorge Enrique Machado-Alba
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A, 660003 Pereira, Colombia; (L.F.V.-R.); (A.G.-M.); (M.E.M.-D.)
- Correspondence:
| | - Luis Fernando Valladales-Restrepo
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A, 660003 Pereira, Colombia; (L.F.V.-R.); (A.G.-M.); (M.E.M.-D.)
- Grupo de Investigación Biomedicina, Facultad de Medicina, Fundación Universitaria Autónoma de las Américas, 660003 Pereira, Colombia
| | - Andrés Gaviria-Mendoza
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A, 660003 Pereira, Colombia; (L.F.V.-R.); (A.G.-M.); (M.E.M.-D.)
- Grupo de Investigación Biomedicina, Facultad de Medicina, Fundación Universitaria Autónoma de las Américas, 660003 Pereira, Colombia
| | - Manuel Enrique Machado-Duque
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A, 660003 Pereira, Colombia; (L.F.V.-R.); (A.G.-M.); (M.E.M.-D.)
- Grupo de Investigación Biomedicina, Facultad de Medicina, Fundación Universitaria Autónoma de las Américas, 660003 Pereira, Colombia
| | - Albert Figueras
- Departament de Farmacologia, Terapèutica i Toxicología, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain;
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15
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Saliba-Gustafsson EA, Dunberger Hampton A, Zarb P, Borg MA, Stålsby Lundborg C. Antibiotic prescribing for respiratory tract complaints in Malta: a 1 year repeated cross-sectional surveillance study. J Antimicrob Chemother 2020; 74:1116-1124. [PMID: 30624733 DOI: 10.1093/jac/dky544] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 11/26/2018] [Accepted: 11/28/2018] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES To determine the 1 year antibiotic prescribing patterns by GPs for acute respiratory tract complaints (aRTCs) in Malta. METHODS In this repeated cross-sectional surveillance study, GPs collected data for patients seen for aRTCs during a designated 1 week period each month, between May 2015 and April 2016. GPs received three text reminders during surveillance weeks and were contacted by phone at most four times during the year. GPs also received 3 monthly individual- and aggregate-level feedback reports on their antibiotic prescribing patterns. Descriptive statistics were used to examine patient, consultation and clinical characteristics, and to describe GPs' prescribing patterns. RESULTS Participating GPs (n = 33) registered 4641 patients with an aRTC, of whom 2122 (45.7%) received an antibiotic prescription. The majority (99.6%) of antibiotics prescribed were broad-spectrum and the most commonly prescribed antibiotics were macrolides (35.5%), followed by penicillins with a β-lactamase inhibitor (33.2%) and second-generation cephalosporins (14.2%). Specifically, co-amoxiclav (33.2%), clarithromycin (19.6%), azithromycin (15.1%) and cefuroxime axetil (10.9%) represented 78.8% of all antibiotics prescribed. Patients with tonsillar exudate (99.1%), purulent sputum (84%), otorrhoea (78%), tender cervical nodes (74.4%) and fever (73.1%) received most antibiotics. The diagnoses that received the highest proportion of antibiotic treatment were tonsillitis (96.3%), otitis media (92.5%) and bronchitis (87.5%). Wide variation in the choice of antibiotic class by diagnosis was observed. CONCLUSIONS GP antibiotic prescribing in Malta is high. The abundant use of broad-spectrum antibiotics, particularly macrolides, is of particular concern and indicates that antibiotics are being used inappropriately. Efforts must be made to improve GP awareness of appropriate antibiotic prescribing.
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Affiliation(s)
- Erika A Saliba-Gustafsson
- Department of Public Health Sciences, Global Health - Health Systems and Policy (HSP): Improving Use of Medicines, Karolinska Institutet, Tomtebodavägen 18A, Stockholm, Sweden
| | - Alexandra Dunberger Hampton
- Department of Public Health Sciences, Global Health - Health Systems and Policy (HSP): Improving Use of Medicines, Karolinska Institutet, Tomtebodavägen 18A, Stockholm, Sweden
| | - Peter Zarb
- Department of Infection Prevention and Control, Mater Dei Hospital, Msida MSD, Malta
| | - Michael A Borg
- Department of Infection Prevention and Control, Mater Dei Hospital, Msida MSD, Malta.,Faculty of Medicine and Surgery, University of Malta, Msida MSD, Malta
| | - Cecilia Stålsby Lundborg
- Department of Public Health Sciences, Global Health - Health Systems and Policy (HSP): Improving Use of Medicines, Karolinska Institutet, Tomtebodavägen 18A, Stockholm, Sweden
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16
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Russo V, Orlando V, Monetti VM, Galimberti F, Casula M, Olmastroni E, Tragni E, Menditto E. Geographical Variation in Medication Prescriptions: A Multiregional Drug-Utilization Study. Front Pharmacol 2020; 11:418. [PMID: 32536861 PMCID: PMC7269055 DOI: 10.3389/fphar.2020.00418] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 03/19/2020] [Indexed: 11/13/2022] Open
Abstract
Background Studies have emphasized the importance of geographical factors and general practitioner (GP) characteristics in influencing drug prescriptions. Objectives To: (i) ascertain the prevalence rate (PR) of use of drugs in six therapeutic categories used for chronic conditions; (ii) assess how geographical characteristics and GP characteristics may influence drug prescribing. Methods This study is part of the EDU.RE.DRUG Project, a national collaborative project founded by Italian Medicine Agency (AIFA). Cross-sectional analyses were undertaken employing the pharmacy-claim databases of four local health units (LHUs) located in two Italian regions: Lombardy and Campania. Six drug categories were evaluated: proton-pump inhibitors; antibiotics; respiratory-system drugs; statins; agents acting on the renin−angiotensin system; psychoanaleptic drugs. The PR was estimated according to drug categories at the LHU level. A linear multivariate regression analysis was undertaken to evaluate the association between the PR and geographical area, age and sex of GPs, number of patients, and percentage of patients aged >65 per GP. Results LHUs in Campania showed a PR that was significantly higher than that in Lombardy. Antibiotics showed the highest PR in all the LHUs assessed, ranging from 32.5% in Lecco (Lombardy) to 59.7% in Naples-2 (Campania). Multivariate linear regression analysis confirmed the association of the PR with geographical area for all drug categories. Being located in Campania increased the possibility of receiving a drug prescription from the categories considered, with estimates more marked for antibiotics, proton-pump-inhibitors, and respiratory-system drugs. Conclusions This study provides information about the PR of medications used for treating common and costly conditions in Italy and highlighted a significant geographical variation. These insights could help to develop area-specific strategies to optimize prescribing behavior.
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Affiliation(s)
- Veronica Russo
- Department of Pharmacy, University of Naples Federico II, Naples, Italy.,CIRFF-Center of Pharmacoeconomics and Drug Utilization Research, University of Naples Federico II, Naples, Italy
| | - Valentina Orlando
- Department of Pharmacy, University of Naples Federico II, Naples, Italy.,CIRFF-Center of Pharmacoeconomics and Drug Utilization Research, University of Naples Federico II, Naples, Italy
| | - Valeria Marina Monetti
- Department of Pharmacy, University of Naples Federico II, Naples, Italy.,CIRFF-Center of Pharmacoeconomics and Drug Utilization Research, University of Naples Federico II, Naples, Italy
| | - Federica Galimberti
- Centro Interuniversitario di Epidemiologia e Farmacologia Preventiva, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - Manuela Casula
- Centro Interuniversitario di Epidemiologia e Farmacologia Preventiva, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy.,MultiMedica (IRCCS), Milan, Italy
| | - Elena Olmastroni
- Centro Interuniversitario di Epidemiologia e Farmacologia Preventiva, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - Elena Tragni
- Centro Interuniversitario di Epidemiologia e Farmacologia Preventiva, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - Enrica Menditto
- Department of Pharmacy, University of Naples Federico II, Naples, Italy.,CIRFF-Center of Pharmacoeconomics and Drug Utilization Research, University of Naples Federico II, Naples, Italy
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17
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Portero de la Cruz S, Cebrino J. Prevalence and Determinants of Antibiotic Consumption in the Elderly during 2006-2017. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17093243. [PMID: 32384740 PMCID: PMC7246950 DOI: 10.3390/ijerph17093243] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/04/2020] [Accepted: 05/04/2020] [Indexed: 06/11/2023]
Abstract
Elderly people are a particularly important population with regard to antibiotic overuse, using around 50% more antibiotics per capita than younger adults. The aim of this study was to analyze the prevalence, associated factors and evolution over time of antibiotic consumption among the Spanish population aged ≥ 65 years from 2006 to 2017. A descriptive cross-sectional study was conducted using data from the Spanish National Health Survey in 2006, 2011/2012 and 2017, and from the European Health Survey in Spain in 2009 and 2014. The sample consisted of 26,891 non-institutionalized individuals ≥ 65 years. Antibiotic consumption was the dependent variable, and sociodemographic variables, lifestyle habits and health status were analyzed using a logistic regression model. The prevalence of antibiotic consumption was 4.94%, with a marked increase from 2006 (4.64%) to 2017 (5.81%) (p < 0.0001). Higher antibiotic consumption was associated with poor or very poor self-perceived health status, no polypharmacy and not having been in hospital during the previous twelve months, while a lower consumption was linked to being limited but not severely due to a health problem and not being at all limited.
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Affiliation(s)
- Silvia Portero de la Cruz
- Department of Nursing, Pharmacology and Physiotherapy, Faculty of Medicine and Nursing, University of Córdoba, Avda. Menéndez Pidal, S/N, 14071 Córdoba, Spain
| | - Jesús Cebrino
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Seville, Avda. Doctor Fedriani, S/N, 41009 Seville, Spain;
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Orlando V, Monetti VM, Moreno Juste A, Russo V, Mucherino S, Trama U, Guida A, Menditto E. Drug Utilization Pattern of Antibiotics: The Role of Age, Sex and Municipalities in Determining Variation. Risk Manag Healthc Policy 2020; 13:63-71. [PMID: 32099490 PMCID: PMC6996207 DOI: 10.2147/rmhp.s223042] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 12/31/2019] [Indexed: 01/08/2023] Open
Abstract
Purpose The purpose was to analyze drug prescription and antibiotic use by age and sex in Italy’s Campania Region, and to estimate the distribution of prescription rates in children (≤14 years old), adults (between 15 and 65 years old), and older adults (≥65 years old) at a municipality level. Methods This was a retrospective analysis of pharmacy records in Campania (Southern Italy), in 2016. Difference in antibiotic prescriptions in different age groups was assessed by prevalence rates. Age-adjusted prevalence rates were categorized into quintiles and mapped by the patient’s municipality of residence. Relationship between prevalence rates for the different age groups was estimated using the non-parametric Spearman rank correlation test. Results There were 2,738,118 were patients with at least one antibiotic prescription. Antibiotics prescription was higher in children aged <5 years and in the older adults aged >70 years. Prevalence rate distribution was different among municipalities in all age groups. A positive correlation between the rank distribution of prevalence rates at municipality level was identified for children and adults (rs=0.56; P<0.01), adults and the older adults (rs=0.79; P<0.01), and children and the older adults (rs=0.46; P<0.01). Among the studied age groups, the most prescribed antibiotic class was penicillin (except the older adults aged ≥85 years) ranging from 45% in children to 27.2% in the older adults. Fluoroquinolones were the least prescribed antibiotic class, ranging from 0.2% in children to 30.2% in the older adults. Conclusion A considerably high use of antibiotic drugs has been detected in Campania Region, with values exceeding the regional and national average. Prescriptions at municipal level differ from one age group to another. Antibiotic use is often unjustified, and to decrease the number of prescriptions and improve their appropriateness, several measures at territorial level are recommended.
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Affiliation(s)
- Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | | | - Aida Moreno Juste
- Aragon Health Sciences Institute (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, Spain.,Aragon Health Service (SALUD), Zaragoza, Spain
| | - Veronica Russo
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Ugo Trama
- Regional Pharmaceutical Unit, Campania Region, Naples, Italy
| | - Antonella Guida
- Directorate-General for Protection of Health, Campania Region, Naples, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
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19
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Bonaldo G, Bianchi S, Ancona D, Procacci C, Natalini N, Motola D, Vaccheri A. The prescription of antimicrobials by general practitioners: the differences between north and south Italian provinces. Expert Rev Anti Infect Ther 2020; 18:165-170. [DOI: 10.1080/14787210.2020.1713753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Giulia Bonaldo
- Unit of Pharmacology, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Stefano Bianchi
- Unit of Hospital and Territorial Pharmaceutical Assistance, Azienda Unità Sanitaria Locale di Ferrara, Ferrara, Italy
| | - Domenica Ancona
- Pharmaceutical Department, Azienda Unità Sanitaria Locale BAT, Trani, Italy
| | - Cataldo Procacci
- Pharmaceutical Department, Azienda Unità Sanitaria Locale BAT, Trani, Italy
| | - Nicoletta Natalini
- Health Direction, Azienda Unità Sanitaria Locale di Ferrara, Ferrara, Italy
| | - Domenico Motola
- Unit of Pharmacology, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Alberto Vaccheri
- Unit of Pharmacology, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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20
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Liu C, Liu C, Wang D, Zhang X. Intrinsic and external determinants of antibiotic prescribing: a multi-level path analysis of primary care prescriptions in Hubei, China. Antimicrob Resist Infect Control 2019; 8:132. [PMID: 31406571 PMCID: PMC6686458 DOI: 10.1186/s13756-019-0592-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 07/31/2019] [Indexed: 11/10/2022] Open
Abstract
Background Irrational use of antibiotics is a major driver of development of antibiotic resistance, which heavily threatens population health worldwide. Understanding the mechanism of physician's antibiotic prescribing decisions is increasingly highlighted to promote prudent use of antibiotics. Therefore, the current study aimed to fill the gap, modelling physician's antibiotic prescribing and identifying the potential intrinsic and external determinants of antibiotic prescribing in primary care. Methods A total of 428,475 prescriptions from 499 prescribers in 65 primary care facilities in Hubei of China were audited. Teixeira Antibiotic Prescribing Behavioral Model (TAPBM) was referred as theoretical basis to identify intrinsic and external predictors of antibiotic prescriptions. A questionnaire survey was conducted, covering potential physician's intrinsic determinants (knowledge, attitudes and individual characteristics) and external factors both in individual level (patient pressure, time pressure and financial incentives) and institutional level (setting and local socio-economic development). A two-level path analysis was performed linking potential determinants of antibiotic use with physician's actual practices. Results About 44.28% of the prescriptions contained antibiotics, with 9.28% containing two or more antibiotics. The multi-level path analysis revealed that knowledge was a significant predictor of attitudes (β = 0.154, p < 0.05), but higher knowledge and attitudes failed to translate into antibiotic prescribing practices ((β = - 0.076 - 0.039, p > 0.05). Instead, external factors played a more important role and physician's antibiotic use was significantly associated with patient pressure (β = 0.102, p = 0.022), time pressure (β = - 0.164, p = 0.002), financial incentives (β = - 0.133- - 0.155, p = 0.027) and institutional environments (rural area, β = 0.408, p = 0.002; and high socioeconomic setting, β = - 0.641 - -0.578, p < 0.001 ). The prescribers who were male (β = - 0.168, p = 0.007) or had lower qualification (β = - 0.114, p = 0.028) were also more likely to prescribe antibiotics than others. Conclusion Antibiotic prescribing practices are complex process and associated with both intrinsic (prescriber) and external (patients and institutional environment) factors. A systematic approach is required to curb over-prescription of antibiotics. Apart from educating prescribers, it is equally important, if not more, to educate patients, break incentives and nurture professional culture within organization to reduce the overuse of antibiotics.
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Affiliation(s)
- Chenxi Liu
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei China
| | - Chaojie Liu
- School of Psychology and Public Health, La Trobe University, Melbourne, Victoria Australia
| | - Dan Wang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei China
| | - Xinping Zhang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei China
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21
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Guerriero F, Orlando V, Monetti VM, Colaccio FM, Sessa M, Scavone C, Capuano A, Menditto E. Predictors of new oral anticoagulant drug initiation as opposed to warfarin in elderly adults: a retrospective observational study in Southern Italy. Ther Clin Risk Manag 2018; 14:1907-1914. [PMID: 30349269 PMCID: PMC6183659 DOI: 10.2147/tcrm.s171346] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
AIM The aim of this study was to assess the predictive role of age, gender, and number and type of co-treatments for new oral anticoagulant (NOAC) vs warfarin prescription in elderly patients naïve for the aforementioned drugs. MATERIALS AND METHODS Data collected in the period from January 1, 2014, to December 31, 2014, in Caserta Local Health Unit administrative databases (Campania Region, Italy) were screened to identify new users of oral anticoagulants (OACs) who were 75 years or older and whose OAC prescriptions amounted to >90 days of treatment. Age, gender, and number and type of concomitant medications at the time of first OAC dispensation were retrieved. Multivariable logistic regression analysis was used to assess the role of the aforementioned predictors for NOAC initiation as opposed to warfarin. RESULTS Overall, 2,132 incident users of OAC were identified, of whom 967 met all inclusion criteria. In all, 490 subjects (50.7%) received an NOAC and 477 (49.3%) received warfarin. Age >75 years was positively associated with lower odds of NOAC initiation (OR: 0.969, 95% CI: 0.941-0.998, P=0.038). Similarly, multiple concomitant medication was negatively associated with NOAC initiation compared to warfarin (OR [five to nine drugs] group: 0.607, 95% CI: 0.432-0.852, P=0.004; OR [ten+ drugs] group: 0.372, 95% CI: 0.244-0.567, P<0.001). Prior exposure to platelet aggregation inhibitor drugs was associated with the initiation of NOACs (OR: 3.474, 95% CI: 2.610-4.625). CONCLUSION Age and multiple co-medication were negatively associated with NOAC initiation.
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Affiliation(s)
- Francesca Guerriero
- Center of Pharmacoeconomics (CIRFF), University of Naples Federico II, Naples, Italy,
| | - Valentina Orlando
- Center of Pharmacoeconomics (CIRFF), University of Naples Federico II, Naples, Italy,
| | | | | | - Maurizio Sessa
- Department of Experimental Medicine, Section of Pharmacology, Regional Center of Pharmacovigilance, University of Campania "L. Vanvitelli", Naples, Italy
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, DK, Denmark
| | - Cristina Scavone
- Department of Experimental Medicine, Section of Pharmacology, Regional Center of Pharmacovigilance, University of Campania "L. Vanvitelli", Naples, Italy
| | - Annalisa Capuano
- Department of Experimental Medicine, Section of Pharmacology, Regional Center of Pharmacovigilance, University of Campania "L. Vanvitelli", Naples, Italy
| | - Enrica Menditto
- Center of Pharmacoeconomics (CIRFF), University of Naples Federico II, Naples, Italy,
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