1
|
Mucherino S, Dima AL, Coscioni E, Vassallo MG, Orlando V, Menditto E. Longitudinal Trajectory Modeling to Assess Adherence to Sacubitril/Valsartan among Patients with Heart Failure. Pharmaceutics 2023; 15:2568. [PMID: 38004547 PMCID: PMC10674925 DOI: 10.3390/pharmaceutics15112568] [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: 09/21/2023] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 11/26/2023] Open
Abstract
Medication adherence in chronic conditions is a long-term process. Modeling longitudinal trajectories using routinely collected prescription data is a promising method for describing adherence patterns and identifying at-risk groups. The study aimed to characterize distinct long-term sacubitril/valsartan adherence trajectories and factors associated with them in patients with heart failure (HF). Subjects with incident HF starting sac/val in 2017-2018 were identified from the Campania Regional Database for Medication Consumption. We estimated patients' continuous medication availability (CMA9; R package AdhereR) during a 12-month period. We selected groups with similar CMA9 trajectories (Calinski-Harabasz criterion; R package kml). We performed multinomial regression analysis, assessing the relationship between demographic and clinical factors and adherence trajectory groups. The cohort included 4455 subjects, 70% male. Group-based trajectory modeling identified four distinct adherence trajectories: high adherence (42.6% of subjects; CMA mean 0.91 ± 0.08), partial drop-off (19.6%; CMA 0.63 ± 0.13), moderate adherence (19.3%; CMA 0.54 ± 0.11), and low adherence (18.4%; CMA 0.17 ± 0.12). Polypharmacy was associated with partial drop-off adherence (OR 1.194, 95%CI 1.175-1.214), while the occurrence of ≥1 HF hospitalization (OR 1.165, 95%CI 1.151-1.179) or other hospitalizations (OR 1.481, 95%CI 1.459-1.503) were associated with low adherence. This study found that tailoring patient education, providing support, and ongoing monitoring can boost adherence within different groups, potentially improving health outcomes.
Collapse
Affiliation(s)
- Sara Mucherino
- CIRFF, Center of Pharmacoeconomics and Drug Utilization Research, Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
| | - Alexandra Lelia Dima
- Health Technology Assessment in Primary Care and Mental Health (PRISMA), Institut de Recerca Sant Joan de Déu, Santa Rosa 39-57, 08950 Esplugues de Llobregat, Spain;
| | - Enrico Coscioni
- Division of Cardiac Surgery, Azienda Ospedaliera Universitaria San Giovanni di Dio e Ruggi d’Aragona, 84131 Salerno, Italy; (E.C.); (M.G.V.)
| | - Maria Giovanna Vassallo
- Division of Cardiac Surgery, Azienda Ospedaliera Universitaria San Giovanni di Dio e Ruggi d’Aragona, 84131 Salerno, Italy; (E.C.); (M.G.V.)
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics and Drug Utilization Research, Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics and Drug Utilization Research, Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy; (S.M.); (V.O.)
| |
Collapse
|
2
|
Orlando V, Coscioni E, Guarino I, Mucherino S, Perrella A, Trama U, Limongelli G, Menditto E. Drug-utilisation profiles and COVID-19. Sci Rep 2021; 11:8913. [PMID: 33903671 PMCID: PMC8076316 DOI: 10.1038/s41598-021-88398-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 03/24/2021] [Indexed: 02/08/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) has substantially challenged healthcare systems worldwide. By investigating population characteristics and prescribing profiles, it is possible to generate hypotheses about the associations between specific drug-utilisation profiles and susceptibility to COVID-19 infection. A retrospective drug-utilisation study was carried out using routinely collected information from a healthcare database in Campania (Southern Italy). We aimed to discover the prevalence of drug utilisation (monotherapy and polytherapy) in COVID-19 versus non-COVID-19 patients in Campania (~ 6 million inhabitants). The study cohort comprised 1532 individuals who tested positive for COVID-19. Drugs were grouped according to the Anatomical Therapeutic Chemical (ATC) classification system. We noted higher prevalence rates of the use of drugs in the ATC categories C01, B01 and M04, which was probably linked to related comorbidities (i.e., cardiovascular and metabolic). Nevertheless, the prevalence of the use of drugs acting on the renin-angiotensin system, such as antihypertensive drugs, was not higher in COVID-19 patients than in non-COVID-19 patients after adjustments for age and sex. These results highlight the need for further case-control studies to define the effects of medications and comorbidities on susceptibility to and associated mortality from COVID-19.
Collapse
Affiliation(s)
- Valentina Orlando
- CIRFF, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy.
- Department of Pharmacy, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy.
| | - Enrico Coscioni
- Division of Cardiac Surgery, AOU San Giovanni di Dio E Ruggi d'Aragona, 84131, Salerno, Italy
| | - Ilaria Guarino
- CIRFF, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy
- Department of Pharmacy, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy
| | - Alessandro Perrella
- Infectious Disease of Healthcare Direction, AORN Antonio Cardarelli, 80131, Naples, Italy
| | - Ugo Trama
- Regional Pharmaceutical Unit, Campania Region, 80143, Naples, Italy
| | - Giuseppe Limongelli
- Department of Translational Medical Science, University of Campania Luigi Vanvitelli, Monaldi Hospital, 80131, Naples, Italy
| | - Enrica Menditto
- CIRFF, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy.
- Department of Pharmacy, Center of Drug Utilisation and Pharmacoeconomics, University of Naples Federico II, 80131, Naples, Italy.
| |
Collapse
|
3
|
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: 1.0] [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.
Collapse
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
| |
Collapse
|
4
|
Almohaileb FI, Rasheed Z. Comparing the efficacies of bisphosphonates' therapies for osteoporosis persistence and compliance: A Systematic Review. Curr Mol Med 2021; 22:274-284. [PMID: 33855941 DOI: 10.2174/1566524021666210414100227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 02/10/2021] [Accepted: 02/18/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVES Osteoporosis is the most prevalent metabolic bone disorder worldwide. This review was undertaken to compare the efficacies of bisphosphonates therapies for patient persistence and compliance for the treatment of osteoporosis. METHODS A systematic review was performed in accordance with the available reporting items. MEDLINE and Cochrane library databases were applied for literature searched up to January 2020. All major studies such as prospective, retrospective and reviews articles that examined patient persistence or compliance to bisphosphonates for osteoporosis were included. RESULTS Literature search found 656 relevant published reports, out of which 87 were included. The 10,712,176 osteoporotic patients were studied for patient persistence and 5,875,718 patients were studied for patient compliances. Analysis of all studied bisphosphonates showed almost similar patterns for patient persistence rates as it was decreased over the time following initial prescription but persistence length was found to be significantly high for alendronate therapy as compared to the other studied bisphosphonates (p<0.001), whereas the length of persistence of all other bisphosphonates (other than alendronate) were almost same (p>0.05). Analysis of patient compliances with etidronate therapy showed the highest percent medication possession ratio (MRP) at 12 months, followed by the MRPs of ibandronate, alendronate, risedronate, and clodronate. CONCLUSIONS This is the first systematic review that shows the comparison of the efficiencies of bisphosphonates for patient persistence and compliance for the treatment of osteoporosis. The data showed that the length of patient persistence was highest for alendronate therapy, whereas patient compliance was highest for etidronate therapy for the treatment of osteoporosis.
Collapse
Affiliation(s)
- Faisal I Almohaileb
- Department of Family and Community Medicine, College of Medicine, Qassim University, Buraidah, Saudi Arabia
| | - Zafar Rasheed
- Department of Medical Biochemistry, College of Medicine, Qassim University, Buraidah, Saudi Arabia
| |
Collapse
|
5
|
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: 5.0] [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.
Collapse
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
| |
Collapse
|
6
|
Giusti A, Bianchi G, Barone A, Black DM. A novel effervescent formulation of oral weekly alendronate (70 mg) improves persistence compared to alendronate tablets in post-menopausal women with osteoporosis. Aging Clin Exp Res 2021; 33:2529-2537. [PMID: 33449337 DOI: 10.1007/s40520-020-01777-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/07/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND A novel effervescent buffered solution of 70 mg alendronate (ALN-EX) was developed to improve upper gastrointestinal (GI) tolerability over alendronate tablets (ALN-T). Whether a better GI tolerability can improve persistence remains to be determined. AIM This study evaluated persistence and reasons for discontinuation in patients treated with ALN-EX compared to a historical cohort on ALN-T. METHODS Post-menopausal women (PMW) from a standardized clinical database with BMD T-score < -2.5, or between -2 and -2.5 and at least one vertebral fracture, starting ALN-EX between July 2015 and June 2016 were included. A historical cohort comprised of randomly selected and age-matched PMW on ALN-T was used as a control. Persistence at 6 and 12 months and reasons for discontinuation (e.g. adverse events; AE) were compared between the two groups. RESULTS A total of 144 PMW on ALN-EX and 216 PMW on ALN-T were analysed. Persistence at 6 and 12 months was 91% and 81% in the ALN-EX group vs. 75% and 69% in the ALN-T group, this difference attaining statistical significance at both 6- (p < 0.001) and 12 months (p = 0.009). A significantly higher proportion of patients receiving ALN-T discontinued treatment due to GI AEs (4% ALN-EX vs. 11% ALN-T; p = 0.027), or patient's decision to discontinue (6% ALN-EX vs. 13% ALN-T; p = 0.016). The adjusted odds ratio of persisting on ALN-EX treatment at 12 months was 2.02 (95% CI: 1.21-3.41, p = 0.008). CONCLUSION Our findings demonstrate that ALN-EX can provide greater persistence and improved tolerability compared to ALN-T, allowing it to be a viable alternative option in the management of osteoporosis.
Collapse
|
7
|
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: 4.0] [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.
Collapse
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
| |
Collapse
|
8
|
Orlando V, Mucherino S, Monetti VM, Trama U, Menditto E. Treatment patterns and medication adherence among newly diagnosed patients with migraine: a drug utilisation study. BMJ Open 2020; 10:e038972. [PMID: 33148742 PMCID: PMC7643506 DOI: 10.1136/bmjopen-2020-038972] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 06/30/2020] [Accepted: 10/17/2020] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVES Prophylactic drugs currently used for migraine treatment are not specific. Furthermore, few studies in existing literature describe drugs utilisation patterns and adherence to migraine prophylactic treatment. This study is aimed to describe utilisation patterns of migraine drugs, evaluate adherence to prophylactic medications and investigate drug-related costs. DESIGN Retrospective population-based study using an administrative health-related database. SETTING Primary care setting in the Campania region, Southern Italy. PARTICIPANTS This study was carried out between 1 January 2016 and 31 December 2018, involving 12 894 subjects with any primary or secondary hospital discharge with migraine diagnosis, or at least two medical dispensations of migraine-specific acute or prophylactic medications (triptans or pizotifen). Subjects were classified into four treatment cohorts: no treatment, acute, prophylactic and both acute and prophylactic. Subjects were followed-up for 1 year. OUTCOME MEASURES Utilisation patterns of migraine drugs at treatment initiation; adherence to prophylactic treatment; discontinuation, restart and switching rates; annual migraine drug costs per patient. RESULTS Overall, 81.1% of subjects received acute treatment as their initial migraine treatment regimen, 10.7% prophylactic treatment, 8.2% both acute and prophylactic treatment. 599 patients were treated prophylactically; of these, 26.2% adhered to their initial treatment while 73.8% reported interruptions in treatment. Among the latter, 46.4% of patients discontinued the treatment completely within 103 days (IQR 89.0), 31% restarted treatment 46 days after interruption (IQR 60.0) and 22.6% switched to another treatment within 98 days (IQR 57.5) (p<0.001). The median annual cost of drugs per patient was €103 for those treated acutely, €75 for those treated prophylactically, €163 for those treated both. CONCLUSIONS Migraine treatment with acute medications is still prevalent in Italy; only few patients received prophylactic treatment with poor adherence to treatment. These findings reflect an unmet need for improved prophylactic therapies in order to provide a better disease management.
Collapse
Affiliation(s)
- Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Valeria Marina Monetti
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Ugo Trama
- Regional Pharmaceutical Unit, Campania Region, Naples, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| |
Collapse
|
9
|
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: 1.0] [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.
Collapse
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
| | | |
Collapse
|
10
|
Orlando V, Mucherino S, Guarino I, Guerriero F, Trama U, Menditto E. Gender Differences in Medication Use: A Drug Utilization Study Based on Real World Data. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E3926. [PMID: 32492925 PMCID: PMC7312791 DOI: 10.3390/ijerph17113926] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 05/20/2020] [Accepted: 05/28/2020] [Indexed: 12/03/2022]
Abstract
A gender-specific drug utilization study was performed in the Campania region, Southern Italy. Data were based on outpatient drug prescriptions collected from administrative databases. The study population included all patients with at least one drug prescription in 2018. Prevalence was used as a measure to estimate the degree of exposure to drugs. A total of 3,899,360 patients were treated with at least one drug (54.2% females). The number of prescriptions was higher in females than males (55.6% vs. 44.4%). Females recorded higher prevalence for the majority of therapeutic groups (ATC II-anatomical therapeutic chemical), as well as for anti-inflammatory and antirheumatic products drugs (M01) (25.6% vs. 18.7%, risk ratio (RR): 0.73), beta blocking agents (C07) (14.5% vs. 11.6%, RR: 0.80), psychoanaleptics (N06) (7.1% vs. 3.7%, RR: 0.52), and antianemic preparations (B03) (2.8% vs. 6.7%, RR: 0.4). Higher prevalence was identified for males only for drugs used in diabetes (A10) (6.8% vs. 6.2%, RR: 1.1), particularly for biguanides (A10BA). Conversely, treatment duration was longer among males, explaining the higher mean cost per treated patient. This real-world study showed substantial gender differences in terms of medication use and duration of treatment and costs. These results are relevant to promoting and supporting the emerging role of precision and personalized medicine.
Collapse
Affiliation(s)
- Valentina Orlando
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, University of Naples Federico II, 80131 Naples, Italy; (I.G.); (F.G.); (E.M.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Sara Mucherino
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, University of Naples Federico II, 80131 Naples, Italy; (I.G.); (F.G.); (E.M.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Ilaria Guarino
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, University of Naples Federico II, 80131 Naples, Italy; (I.G.); (F.G.); (E.M.)
| | - Francesca Guerriero
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, University of Naples Federico II, 80131 Naples, Italy; (I.G.); (F.G.); (E.M.)
| | - Ugo Trama
- Regional Pharmaceutical Unit, Campania Region, 80131 Naples, Italy;
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics and Drug utilization Research, University of Naples Federico II, 80131 Naples, Italy; (I.G.); (F.G.); (E.M.)
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| |
Collapse
|
11
|
Lanzillo R, Moccia M, Palladino R, Signoriello E, Carotenuto A, Maniscalco G, Saccà F, Bonavita S, Russo C, Iodice R, Petruzzo M, Sinisi L, De Angelis M, Lavorgna L, De Rosa A, Romano F, Orlando V, Ronga B, Florio C, Lus G, Brescia Morra V. Clinical predictors of Dimethyl Fumarate response in multiple sclerosis: a real life multicentre study. Mult Scler Relat Disord 2020; 38:101871. [DOI: 10.1016/j.msard.2019.101871] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 09/08/2019] [Accepted: 11/24/2019] [Indexed: 11/24/2022]
|
12
|
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: 4.3] [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.
Collapse
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
| |
Collapse
|
13
|
Menditto E, Orlando V, De Rosa G, Minghetti P, Musazzi UM, Cahir C, Kurczewska-Michalak M, Kardas P, Costa E, Sousa Lobo JM, Almeida IF. Patient Centric Pharmaceutical Drug Product Design-The Impact on Medication Adherence. Pharmaceutics 2020; 12:E44. [PMID: 31947888 PMCID: PMC7023035 DOI: 10.3390/pharmaceutics12010044] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 12/17/2019] [Accepted: 12/18/2019] [Indexed: 12/12/2022] Open
Abstract
Medication adherence is a growing concern for public health and poor adherence to therapy has been associated with poor health outcomes and higher costs for patients. Interventions for improving adherence need to consider the characteristics of the individual therapeutic regimens according to the needs of the patients. In particular, geriatric and paediatric populations as well as dermatological patients have special needs/preferences that should be considered when designing drug products. Patient Centric Drug Product Pharmaceutical Design (PCDPD) offers the opportunity to meet the needs and preferences of patients. Packaging, orodispersible formulations, fixed dose combinations products, multiparticulate formulations, topical formulations and 3D printing are of particular relevance in a PCDPD process. These will be addressed in this review as well as their impact on medication adherence.
Collapse
Affiliation(s)
- Enrica Menditto
- CIRFF, Centre of Pharmacoeconomics, Department of Pharmacy, University of Naples Federico II, Corso Umberto I, 40, 80138 Napoli NA, Italy; (E.M.); (V.O.)
| | - Valentina Orlando
- CIRFF, Centre of Pharmacoeconomics, Department of Pharmacy, University of Naples Federico II, Corso Umberto I, 40, 80138 Napoli NA, Italy; (E.M.); (V.O.)
| | - Giuseppe De Rosa
- Department of Pharmacy, University of Naples Federico II Corso Umberto I, 40, 80138 Napoli NA, Italy;
| | - Paola Minghetti
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via G. Colombo 71, 20133 Milan, Italy; (P.M.); (U.M.M.)
| | - Umberto Maria Musazzi
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via G. Colombo 71, 20133 Milan, Italy; (P.M.); (U.M.M.)
| | - Caitriona Cahir
- Division of Population Health Sciences, Royal College of Surgeons, Beaux Lane House, Mercer Street, Dublin 2, Ireland;
| | - Marta Kurczewska-Michalak
- Department of Family Medicine, Medical University of Lodz, 60, Narutowicza St., 90-136 Lodz, Poland; (M.K.-M.); (P.K.)
| | - Przemysław Kardas
- Department of Family Medicine, Medical University of Lodz, 60, Narutowicza St., 90-136 Lodz, Poland; (M.K.-M.); (P.K.)
| | - Elísio Costa
- UCIBIO/REQUIMTE, Faculty of Pharmacy and Porto4Ageing, University of Porto, Rua Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal;
| | - José Manuel Sousa Lobo
- UCIBIO/REQUIMTE, MedTech-Laboratory of Pharmaceutical Technology, Department of Drug Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal;
| | - Isabel F Almeida
- UCIBIO/REQUIMTE, MedTech-Laboratory of Pharmaceutical Technology, Department of Drug Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal;
| |
Collapse
|
14
|
Ko KR, Lee S, Oh SY, Kim KD, Park SH, Lee S. Long-Term Oral Bisphosphonate Compliance Focusing on Switching of Prescription Pattern. Patient Prefer Adherence 2020; 14:2009-2016. [PMID: 33122894 PMCID: PMC7588837 DOI: 10.2147/ppa.s266697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 09/21/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Factors determining bisphosphonate compliance are not fully understood. We examined fluctuations in oral bisphosphonate dosing intervals to gauge therapeutic compliance in patients with osteoporosis. MATERIALS AND METHODS Hospital data accruing between 2010 and 2017 were accessed to retrospectively study patients ≥50 years old (N=1873), each prescribed bisphosphonate at initial diagnosis of osteoporosis. The medication possession ratio (MPR), calculated as total days supplied divided by length of follow-up, served to measure therapeutic compliance. We compared MPRs of various prescription patterns (daily, weekly, monthly, and switch [ie, ≥1 change in pattern] groups). We also analyzed the impact of age, sex, fracture history, surgical history, and comorbidities. Multiple regression analysis was ultimately performed, using MPR as a dependent variable. RESULTS In our cohort (mean follow-up=5.7±2.4 years), once weekly dosing was the most common prescription pattern (1223/1873, 65.3%), as opposed to monthly (366/1873, 19.5%) or daily (164/1873, 8.8%) dosing. A total of 120 patients (6.4%) comprising the switch group changed dosing patterns during the study period. MPR was significantly higher in the switch group (32.8±22.7) than in the other three groups (daily, 21.9±25.9; weekly, 22.7±27.3; monthly, 23.2±27.7). In multiple regression analysis, younger age (P<0.001), female sex (P=0.004), and switching of prescription pattern (decrease or increase frequency) were factors significantly associated with higher MPR, signaling better compliance. CONCLUSION Better bisphosphonate compliance was associated with physician-modified dosing patterns. We therefore recommend adjustments of prescription intervals in poorly compliant patients requiring long-term treatment.
Collapse
Affiliation(s)
- Kyung Rae Ko
- Department of Orthopaedic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sangcheol Lee
- Department of Orthopaedic Surgery, CHA Bundang Medical Center, CHA University, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Seo Yoon Oh
- University of California, Berkeley, CA94720, USA
| | - Ki-duk Kim
- Department of Orthopaedic Surgery, Bucheon Hospital, Soonchunhyang University School of Medicine, Bucheon-si, Gyeonggi-do, Republic of Korea
| | - Sin Hyung Park
- Department of Orthopaedic Surgery, Bucheon Hospital, Soonchunhyang University School of Medicine, Bucheon-si, Gyeonggi-do, Republic of Korea
- Sin Hyung Park Department of Orthopaedic Surgery, Bucheon Hospital, Soonchunhyang University School of Medicine, 170 Jomaru-Ro, Bucheon-si, Gyeonggi-do, Republic of KoreaTel +82 32-621-5114Fax +82 32-708-3578 Email
| | - Soonchul Lee
- Department of Orthopaedic Surgery, CHA Bundang Medical Center, CHA University, Seongnam-si, Gyeonggi-do, Republic of Korea
- Correspondence: Soonchul Lee Department of Orthopaedic Surgery, CHA Bundang Medical Center, CHA University, 59 Yatap-ro, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of KoreaTel +82 31-780-5289Fax +82 31-708-3578 Email
| |
Collapse
|
15
|
Moreno Juste A, Menditto E, Orlando V, Monetti VM, Gimeno Miguel A, González Rubio F, Aza-Pascual-Salcedo MM, Cahir C, Prados Torres A, Riccardi G. Treatment Patterns of Diabetes in Italy: A Population-Based Study. Front Pharmacol 2019; 10:870. [PMID: 31447672 PMCID: PMC6691351 DOI: 10.3389/fphar.2019.00870] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 07/08/2019] [Indexed: 12/20/2022] Open
Abstract
Background: The steady increase in type 2 diabetes prevalence and the availability of new antidiabetic drugs (AD) have risen the use of these drugs with a change in the patterns of specific drug utilization. The complexity of this treatment is due to successive treatment initiation, switching and addition in order to maintain glycaemic control. The aim of this study was to describe the utilization patterns of ADs at initiation, treatment addition, and switching profiles and to measure factors influencing persistence to therapy. Methods: Retrospective observational study. Data were retrieved from the Campania Regional Database for Medication Consumption. Population consisted of patients receiving at least one prescription of ADs between January 1 and December 31, 2016. We calculated time to treatment switching or add-on as median number of days and interquartile range (IQR). Persistence rates were estimated using the Kaplan–Meier method. We used Cox regression models to estimate the likelihood of non-persistence over 1 year of follow-up. Hazard ratios and 95% confidence intervals were calculated. Results: Of 14,679 patients, 86.9% started with monotherapy and 13.1% with combination therapy. Most common initial treatment was metformin in both monotherapy and combination therapy. First-line prescription of sulfonylurea was observed in 6.9% of patients aged 60–79 years and in 10.8% of patients aged ≥80 years. Patients starting with metformin showed fewer treatment modifications (10.4%) compared to patients initiating with sulfonylureas (35.2%). Newer ADs were utilized during treatment progression. Patients who initiated with sulfonylurea were approximately 70% more likely to discontinue treatment compared to those initiated on metformin. Oldest age group (≥80 years) was more likely to be non-persistent, and likelihood of non-persistence was highest in polymedicated patients. Patients changing therapy were more likely to be persistent. Conclusions: Our results show that treatment of T2D in Italy is consistent with clinical guidelines. Even if newer ADs were utilized during disease progression, they seem not to be preferred in patients with a higher comorbidity score, although these patients could benefit from this kind of treatment. Our study highlights patients’ characteristics that might help identify those who would benefit from counselling from their health-care practitioner on better AD usage.
Collapse
Affiliation(s)
- Aida Moreno Juste
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragon, REDISSEC ISCIII. Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Service (SALUD), Department III of Zaragoza, Zaragoza, Spain
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | | | - Antonio Gimeno Miguel
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragon, REDISSEC ISCIII. Miguel Servet University Hospital, Zaragoza, Spain
| | - Francisca González Rubio
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragon, REDISSEC ISCIII. Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Service (SALUD), Department III of Zaragoza, Zaragoza, Spain
| | - María Mercedes Aza-Pascual-Salcedo
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragon, REDISSEC ISCIII. Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Service (SALUD), Department III of Zaragoza, Zaragoza, Spain
| | - Caitriona Cahir
- Division of Population Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Alexandra Prados Torres
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragon, REDISSEC ISCIII. Miguel Servet University Hospital, Zaragoza, Spain
| | - Gabriele Riccardi
- Diabetes, Nutrition and Metabolism research group, Department of clinical Medicine and Surgery, Frederico II Universityn, Naples, Italy
| |
Collapse
|
16
|
Fatoye F, Smith P, Gebrye T, Yeowell G. Real-world persistence and adherence with oral bisphosphonates for osteoporosis: a systematic review. BMJ Open 2019; 9:e027049. [PMID: 30987990 PMCID: PMC6500256 DOI: 10.1136/bmjopen-2018-027049] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVES This study examined patient adherence and persistence to oral bisphosphonates for the treatment of osteoporosis in real-world settings. METHODS A systematic review was completed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Medical Literature Analysis and Retrieval System Online (MEDLINE), Cumulative Index to Nursing and Allied Health Literature (CINAHL), Allied and Complementary Medicine Database (AMED), Database of Abstracts of Reviews of Effects (DARE), Health Technology Assessment (HTA) and National Health Service Economic Evaluation Database NHS EED) databases were searched for studies published in English language up to April 2018. Prospective and retrospective observational studies that used prescription claim databases or hospital medical records to examine patient adherence and persistence to oral bisphosphonate treatment among adults with osteoporosis were included. The Newcastle-Ottawa quality assessment scale (NOS) was used to assess the quality of included studies. RESULTS The search yielded 540 published studies, of which 89 were deemed relevant and were included in this review. The mean age of patients included within the studies ranged between 53 to 80.8 years, and the follow-up varied from 3 months to 14 years. The mean persistence of oral bisphosphonates for 6 months, 1 year and 2 years ranged from 34.8% to 71.3%, 17.7% to 74.8% and 12.9% to 72.0%, respectively. The mean medication possession ratio ranged from 28.2% to 84.5%, 23% to 50%, 27.2% to 46% over 1 year, 2 years and 3 years, respectively. All studies included scored between 6 to 8 out of 9 on the NOS. The determinants of adherence and persistence to oral bisphosphonates included geographic residence, marital status, tobacco use, educational status, income, hospitalisation, medication type and dosing frequency. CONCLUSIONS While a number of studies reported high levels of persistence and adherence, the findings of this review suggest that patient persistence and adherence with oral bisphosphonates medications was poor and reduced notably over time. Overall, adherence was suboptimal. To maximise adherence and persistence to oral bisphosphonates, it is important to consider possible determinants, including characteristics of the patients.
Collapse
Affiliation(s)
- F Fatoye
- Department of Health Professions, Manchester Metropolitan University, Manchester, UK
| | - P Smith
- Department of Health Professions, Manchester Metropolitan University, Manchester, UK
| | - T Gebrye
- Department of Health Professions, Manchester Metropolitan University, Manchester, UK
| | - G Yeowell
- Department of Health Professions, Manchester Metropolitan University, Manchester, UK
| |
Collapse
|
17
|
Putignano D, Orlando V, Monetti VM, Piccinocchi G, Musazzi UM, Piccinocchi R, Minghetti P, Menditto E. Fixed Versus Free Combinations Of Antihypertensive Drugs: Analyses Of Real-World Data Of Persistence With Therapy In Italy. Patient Prefer Adherence 2019; 13:1961-1969. [PMID: 31814712 PMCID: PMC6858287 DOI: 10.2147/ppa.s225444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/15/2019] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To analyse the pattern of use and cost of antihypertensive drugs in new users in an Italian population, and explore the patient/treatment factors associated with the risk of therapy discontinuation. PATIENTS AND METHODS In this retrospective study, information was collected from a population-based electronic primary-care database. Persistence with medication use 1 year from therapy initiation was evaluated for each user using the gap method. Each new user was classified according to his/her pattern of use as: "continuer", "discontinuer" "switching" or "add-on". A Cox regression model was used to analyse the factors influencing therapy discontinuation. Primary-care costs comprised specialists' visits, diagnostic procedures and pharmacologic therapies. RESULTS Among 14,999 subjects included in persistence analyses, 55.1% of cases initially started on monotherapy were classified as discontinuers vs 36.5% of cases taking combination therapy (42.3% vs 32.7%, respectively, for free and fixed combinations, P < 0.01). Old age, high cardiovascular risk and being in receipt of fixed-combination therapy were associated with greater persistence. Overall, the primary-care cost/person/year of hypertension management was ~€95.3 (IQR, 144.9). The monotherapy cost was €88 per patient (IQR, 132.9), and that for combination therapy was €151±148.3. The median cost/patient with a fixed combination was lower than that for a free combination (€98.4 (IQR, 155.3) and €154.9 (IQR, 182.6), respectively). CONCLUSION The initial type of therapy prescribed influences persistence. Prescribing fixed combinations might be a good choice as initial therapy.
Collapse
Affiliation(s)
- Daria Putignano
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Correspondence: Valentina Orlando CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Via Domenico Montesano 49, Naples80131, ItalyTel +39 081 678657Fax +39 081 678303 Email
| | | | | | - Umberto Maria Musazzi
- Dipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milan, Italy
| | | | - Paola Minghetti
- Dipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milan, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| |
Collapse
|
18
|
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: 0.5] [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.
Collapse
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,
| |
Collapse
|
19
|
Menditto E, Cahir C, Aza-Pascual-Salcedo M, Bruzzese D, Poblador-Plou B, Malo S, Costa E, González-Rubio F, Gimeno-Miguel A, Orlando V, Kardas P, Prados-Torres A. Adherence to chronic medication in older populations: application of a common protocol among three European cohorts. Patient Prefer Adherence 2018; 12:1975-1987. [PMID: 30323567 PMCID: PMC6179242 DOI: 10.2147/ppa.s164819] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The purpose of this study was to evaluate and compare medication adherence to chronic therapies in older populations across different regions in Europe. METHODS This explorative study applied a harmonized method of data extraction and analysis from pharmacy claims databases of three European countries to compare medication adherence at a cross-country level. Data were obtained for the period between January 1, 2010, and December 31, 2011. Patients (aged ≥65 years) who newly initiated to oral antidiabetics, antihyperlipidemics, or antiosteoporotics were identified and followed for over a 12-month period. Main outcome measures were medication adherence (medication possession ratio, [MPR]; implementation) and persistence on index treatment. All country-specific data sets were prepared by employing a common data input model. Outcome measures were calculated for each country and pooled using random effect models. RESULTS In total, 39,186 new users were analyzed. In pooled data from the three countries, suboptimal implementation (MPR <80%) was 52.45% (95% CI: 33.43-70.79) for antihy-perlipidemics, 61.35% (95% CI: 52.83-69.22) for antiosteoporotics, and 30.33% (95% CI: 25.53-35.60) for oral antidiabetics. Similarly, rates of non-persistence (discontinuation) were 55.63% (95% CI: 35.24-74.29) for antihyperlipidemics, 60.24% (95% CI: 45.35-73.46) for antiosteoporotics, and 46.80% (95% CI: 36.40-57.4) for oral antidiabetics. CONCLUSION Medication adherence was suboptimal with >50% of older people non-adherent to antihyperlipidemics and antiosteoporotics in the three European cohorts. However, the degree of variability in adherence rates among the three countries was high. A harmonized method of data extraction and analysis across health-related database in Europe is useful to compare medication-taking behavior at a cross-country level.
Collapse
Affiliation(s)
- Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy,
| | - Caitriona Cahir
- Division of Population Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Mercedes Aza-Pascual-Salcedo
- Aragon Health Sciences Institute (IACS), IIS Aragón, REDISSEC ISCIII, Madrid, Spain
- Aragon Health Service (SALUD), Aragon, Spain
| | - Dario Bruzzese
- Department of Public Health, Federico II University, Naples, Italy
| | | | - Sara Malo
- University of Zaragoza, Zaragoza, Spain
| | - Elisio Costa
- UCIBIO, REQUINTE, Faculty of Pharmacy, Porto4ageing Reference Site, University of Porto, Porto, Portugal
| | - Francisca González-Rubio
- Aragon Health Sciences Institute (IACS), IIS Aragón, REDISSEC ISCIII, Madrid, Spain
- Aragon Health Service (SALUD), Aragon, Spain
- University of Zaragoza, Zaragoza, Spain
| | | | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy,
| | - Przemyslaw Kardas
- Department of Family Medicine, Medical University of Lodz, Lodz, Poland
| | | |
Collapse
|
20
|
Durden E, Pinto L, Lopez-Gonzalez L, Juneau P, Barron R. Two-year persistence and compliance with osteoporosis therapies among postmenopausal women in a commercially insured population in the United States. Arch Osteoporos 2017; 12:22. [PMID: 28243883 PMCID: PMC5329075 DOI: 10.1007/s11657-017-0316-5] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 02/13/2017] [Indexed: 02/03/2023]
Abstract
This retrospective, observational study assessed 2-year persistence and compliance by treatment, route of administration, and dosing frequency in postmenopausal women initiating a new osteoporosis therapy. Two-year persistence and compliance rates were higher in women receiving injectables compared with oral agents. PURPOSE This study extends previous studies limited to 1-year follow-up by examining persistence with osteoporosis therapies over a 2-year period and compares short- and long-term trends in persistence and compliance among postmenopausal women with commercial or Medicare supplemental insurance in the USA. METHODS This retrospective, observational cohort study enrolled women ≥50 years newly initiating osteoporosis therapy between January 1 and December 31, 2012 (i.e., the index date), with continuous enrollment ≥14 months before and ≥24 months after their index date. Persistence (continuous therapy without a >60-day gap) and compliance with the index therapy were evaluated at 2 years of follow-up. Multivariable logistic regression was used to compare the odds of persistence and compliance across treatment and dosing regimens. RESULTS This study included 43,543 patients with mean (standard deviation) age 65 (10) years. At 2 years of follow-up, persistence and compliance were higher for patients treated with injectable agents (ranging from 34 to 41%, excluding an every-3-month injection) than those treated with oral agents (ranging from 20 to 31%). Additionally, patients initiating oral bisphosphonates (except risedronate once daily), raloxifene (daily), or zoledronic acid (annually) had significantly lower odds of persistence compared with denosumab (every 6 months). CONCLUSIONS Patients initiating injectable therapies had greater persistence and compliance at 2 years than those initiating oral therapies. Patients initiating an every-6-month injection had significantly higher persistence compared with those initiating more frequently dosed (e.g., daily and weekly) oral or injectable agents.
Collapse
Affiliation(s)
- Emily Durden
- Life Sciences, Truven Health Analytics, 7700 Old Georgetown Road, Bethesda, MD, 20814, USA.
| | - Lionel Pinto
- Global Health Economics, Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA, 91320, USA
| | - Lorena Lopez-Gonzalez
- Custom Data Analytics, Life Sciences, Truven Health Analytics, 7700 Old Georgetown Road, Bethesda, MD, 20814, USA
| | - Paul Juneau
- Statistical Services Group, Truven Health Analytics, 7700 Old Georgetown Road, Bethesda, MD, 20814, USA
| | - Richard Barron
- Global Health Economics, Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA, 91320, USA
| |
Collapse
|
21
|
Guerriero F, Orlando V, Monetti VM, Russo V, Menditto E. Biological therapy utilization, switching, and cost among patients with psoriasis: retrospective analysis of administrative databases in Southern Italy. CLINICOECONOMICS AND OUTCOMES RESEARCH 2017; 9:741-748. [PMID: 29238210 PMCID: PMC5716306 DOI: 10.2147/ceor.s147558] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The aim was to describe the current use of biological therapies among patients affected by psoriasis and to analyze a drug utilization profile in naïve patients in terms of switching and treatment costs in a Local Health Unit (LHU) of Southern Italy. METHODS We conducted an observational retrospective cohort analysis using the health-related administrative databases of a LHU in Southern Italy covering a population of about one million inhabitants. All subjects with a main or secondary diagnosis of psoriasis who received at least one prescription of biological therapies between January 1, 2010 and December 31, 2014 were analyzed. Switching rate was evaluated in naïve patients within the first year of treatment. Drug cost was calculated for all drugs prescribed and comprised both costs for psoriasis drugs and costs for other treatments. RESULTS About 20% of patients identified with a diagnosis of psoriasis were under treatment with biological drugs. Among 385 subjects treated with biological therapy, 51.2% were in treatment with etanercept and 33% with adalimumab. Among naïve patients, switching rate to a different biological drug, within the first year of treatment, was 7.3%. The per patient yearly drug cost was €10,536: 96.8% for psoriasis-related drugs and 3.2% for other pharmaceutical treatments. The annual average cost per patient switching from the initial treatment was €13,021, while for those who did not switch from the initial treatment, the annual average cost was €10,342, with a significant difference of about €2,680 per patient per year (p=0.002). CONCLUSION Our data may be useful in exploring the dynamics that characterize the use of biological therapy within a specific context and to optimize the use of resources for a better management of the disease.
Collapse
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
| | | | - Veronica Russo
- Center of Pharmacoeconomics (CIRFF), University of Naples Federico II, Naples, Italy
| | - Enrica Menditto
- Center of Pharmacoeconomics (CIRFF), University of Naples Federico II, Naples, Italy
| |
Collapse
|
22
|
Scavone C, Sportiello L, Sullo MG, Ferrajolo C, Ruggiero R, Sessa M, Berrino PM, di Mauro G, Berrino L, Rossi F, Rafaniello C, Capuano A. Safety Profile of Anticancer and Immune-Modulating Biotech Drugs Used in a Real World Setting in Campania Region (Italy): BIO-Cam Observational Study. Front Pharmacol 2017; 8:607. [PMID: 28932193 PMCID: PMC5592230 DOI: 10.3389/fphar.2017.00607] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 08/22/2017] [Indexed: 12/19/2022] Open
Abstract
Objectives: To investigate the occurrence of adverse events (AEs) in naïve patients receiving biotech drugs. Design: A prospective observational study. Setting: Onco-hematology, Hepato-gastroenterology, Rheumatology, Dermatology, and Neurology Units in Campania Region (Italy). Participants: 775 patients (53.81% female) with mean age 56.0 (SD 15.2). The mean follow-up/patient was 3.48 (95% confidence interval 3.13–3.84). Main outcome measures: We collected all AEs associated to biotech drugs, including serious infections and malignancies. Serious AEs were defined according to the International Conference on Harmonization of Technical Requirements for Registration of Pharmaceuticals for Human Use, clinical safety data management: definitions and standards for expedited reporting E2A guideline. Results: The majority of the study population was enrolled in Onco-hematology and Rheumatology Units and the most common diagnosis were hematological malignancies, followed by rheumatoid arthritis, colorectal cancer, breast cancer, and psoriatic arthritis. The most commonly prescribed biotech drugs were rituximab, bevacizumab, infliximab, trastuzumab, adalimumab, and cetuximab. Out of 775 patients, 320 experienced at least one AE. Most of patients experienced AEs to cetuximab therapy, rituximab and trastuzumab. Comparing female and male population, our findings highlighted a statistically significant difference in terms of AEs for adalimumab (35.90% vs. 7.41%, p < 0.001) and etanercept (27.59% vs. 10.00%, p = 0.023). Considering all biotech drugs, we observed a peak for all AEs occurrence at follow-up 91–180 days category. Bevacizumab, brentuximab, rituximab, trastuzumab and cetuximab were more commonly associated to serious adverse events; most of these were possibly related to biotech drugs, according to causality assessment. Three cases of serious infections occurred. Conclusions: The results of our study demonstrated that the majority of AEs were not serious and expected. Few cases of serious infections occurred, while no case of malignancy did. Overall, the safety profile of biotech drugs used in our population was similar to those observed in pivotal trials. Notwithstanding the positive results of our study, some safety concerns still remain unresolved. In order to collect more effectiveness and safety data on biotech drugs, the collection and analysis of real world data should be endorsed as well as the management of post-authorization studies.
Collapse
Affiliation(s)
- Cristina Scavone
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Liberata Sportiello
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Maria G Sullo
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Carmen Ferrajolo
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Rosanna Ruggiero
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Maurizio Sessa
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Pasquale M Berrino
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Gabriella di Mauro
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Liberato Berrino
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Francesco Rossi
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Concetta Rafaniello
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | - Annalisa Capuano
- The authors would like to thank all the members of the BIO-Cam group who provided patient data for this study: University Hospital of Università degli Studi della Campania "Luigi Vanvitelli" Naples; Hospital SG Moscati-Avellino; Istituto Nazionale Tumori-IRCCS "Fondazione G. Pascale" Naples; Hospital AORN Cardarelli Naples; Hospital G Rummo Benevento; Hospital Sant'Anna e San Sebastiano Caserta; University Hospital Università degli Studi di Napoli Federico II Naples; Fondazione Maugeri Benevento; University Hospital San Giovanni di Dio e Ruggi d'Aragona Salerno; Hospital Ospedale dei Colli Naples
| | | |
Collapse
|
23
|
Putignano D, Bruzzese D, Orlando V, Fiorentino D, Tettamanti A, Menditto E. Differences in drug use between men and women: an Italian cross sectional study. BMC Womens Health 2017; 17:73. [PMID: 28870183 PMCID: PMC5583764 DOI: 10.1186/s12905-017-0424-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 08/18/2017] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Drugs are the most important treatment option for most diseases, and the majority of medical consultations result in a prescription. Women and men receive different drug prescriptions and differ in therapeutic response to pharmacological therapy. This disparity is due to biological factors (sex differences) or/and behavior, lifestyle and life experience (gender differences). Sex differences in drug use have been demonstrated in several therapeutic areas; however, there is a lack of overviews on sex and gender differences of drug use in an entire population. METHODS We conducted a descriptive cross - sectional drug use study, involving the entire Italian population in 2012, aimed at showing and analyzing differences between men and women as regards their exposure to drugs. The data source was IMS LifeLink Treatment DynamicsTMLRx Database and it included all prescribed drugs reimbursed by the Italian National Healthcare System in 2012 and covered 90% of the entire Italian population. The information about the prescriptions was stratified by men and women and age. Drug consumption was expressed as DDD/ 1000 ab die. Exposure to drug prescriptions was expressed as period prevalence (the proportion of the population dispensed ≥1 prescription in 2012 per 1000 inhabitants). Differences of prevalence between men and women were expressed as crude and age adjusted risk ratios with 95% CI. RESULTS Our findings suggested that the largest differences in drug prescriptions regarded drugs affecting bone structure and mineralization (RR 15.9), calcium (RR 8.6) and thyroid therapy (RR 5.4), dispensed more to women than men. Otherwise ACE inhibitors were more commonly used in men. CONCLUSIONS This is the first study exploring difference in drug use between men and women and carried out on the entire Italian population. Our findings showed substantial differences between men and women in term of prevalence of drug prescriptions. Some differences in drug use may be explained by sex differences (variations in disease prevalence and severity, pathophysiology, or by other biological differences), other differences need further investigation to explain the apparent lack of a rational medical explanation for some findings. The findings may subsequently be used to plan future studies to address differences suggesting inequity in treatment approaches.
Collapse
Affiliation(s)
- Daria Putignano
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, via Domenico Montesano 49, Naples, Italy
| | - Dario Bruzzese
- Department of Public Health, Federico II University of Naples, Via Pansini, 5, Naples, 80131 Italy
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, via Domenico Montesano 49, Naples, Italy
| | - Denise Fiorentino
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, via Domenico Montesano 49, Naples, Italy
| | | | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, via Domenico Montesano 49, Naples, Italy
| |
Collapse
|
24
|
Menditto E, Bolufer De Gea A, Cahir C, Marengoni A, Riegler S, Fico G, Costa E, Monaco A, Pecorelli S, Pani L, Prados-Torres A. Scaling up health knowledge at European level requires sharing integrated data: an approach for collection of database specification. CLINICOECONOMICS AND OUTCOMES RESEARCH 2016; 8:253-65. [PMID: 27358570 PMCID: PMC4912318 DOI: 10.2147/ceor.s97548] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Computerized health care databases have been widely described as an excellent opportunity for research. The availability of "big data" has brought about a wave of innovation in projects when conducting health services research. Most of the available secondary data sources are restricted to the geographical scope of a given country and present heterogeneous structure and content. Under the umbrella of the European Innovation Partnership on Active and Healthy Ageing, collaborative work conducted by the partners of the group on "adherence to prescription and medical plans" identified the use of observational and large-population databases to monitor medication-taking behavior in the elderly. This article describes the methodology used to gather the information from available databases among the Adherence Action Group partners with the aim of improving data sharing on a European level. A total of six databases belonging to three different European countries (Spain, Republic of Ireland, and Italy) were included in the analysis. Preliminary results suggest that there are some similarities. However, these results should be applied in different contexts and European countries, supporting the idea that large European studies should be designed in order to get the most of already available databases.
Collapse
Affiliation(s)
- Enrica Menditto
- School of Pharmacy, CIRFF/Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Angela Bolufer De Gea
- Directorate-General for Health and Food Safety, European Commission, Brussels, Belgium
| | - Caitriona Cahir
- Division of Population Health Sciences, Royal College of Surgeons in Ireland; Department of Pharmacology and Therapeutics, St James's Hospital, Dublin, Ireland
| | | | - Salvatore Riegler
- School of Pharmacy, CIRFF/Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Giuseppe Fico
- Life Supporting Technologies, Photonics Technology and Bioengineering Department, School of Telecomunications Engineering, Polytechnic University of Madrid, Madrid, Spain
| | - Elisio Costa
- Faculty of Pharmacy, University of Porto, Porto, Portugal
| | | | - Sergio Pecorelli
- Department of Clinical and Experimental Science, University of Brescia, Brescia
| | - Luca Pani
- Italian Medicines Agency - AIFA, Rome, Italy
| | - Alexandra Prados-Torres
- EpiChron Research Group on Chronic Diseases, Aragón Health Sciences Institute (IACS), IIS Aragón REDISSEC ISCIII, Miguel Servet University Hospital, University of Zaragoza, Zaragoza, Spain
| |
Collapse
|
25
|
Iolascon G, Gimigliano F, Moretti A, Riccio I, Di Gennaro M, Illario M, Monetti VM, Orlando V, Menditto E. Rates and reasons for lack of persistence with anti-osteoporotic drugs: analysis of the Campania region database. CLINICAL CASES IN MINERAL AND BONE METABOLISM : THE OFFICIAL JOURNAL OF THE ITALIAN SOCIETY OF OSTEOPOROSIS, MINERAL METABOLISM, AND SKELETAL DISEASES 2016; 13:127-130. [PMID: 27920809 PMCID: PMC5119710 DOI: 10.11138/ccmbm/2016.13.2.127] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Subjects with chronic diseases are more likely to be nonpersistent to pharmacological treatment. Lack of persistence is common among subjects using oral anti-osteoporotic drugs, and leads to increased risk of fragility fracture. The aim of our retrospective study is to analyze the rates and reasons for discontinuation of anti-osteoporotic drugs in the Campania Region. Subjects aged over 40 years were included if they had received at least one prescription for any anti-osteoporotic drugs. Data were obtained from an administrative database of regional data on outpatient drug prescriptions reimbursed by the National Health Service. Patients were followed until the discontinuation of anti-osteoporotic therapy or until the end of the observation period. A total of 30,048 were incident users of anti-osteoporotic drugs: 28,317 (94.2%) females. The mean age of the cohort was 69.0±10.0 years. Weekly bis-phosphonates (51.1%) were the most commonly prescribed drugs. In the overall population, persistence rates were 34.8% after 6 months and 13.4% at one year. A multivariate Cox proportional hazard analysis showed that daily regimen (HR 1.9) treatments remained at higher risk of early discontinuation compared to weekly regimen therapies. Our data showed that the persistence to osteoporosis therapy is significantly worse than reported in literature.
Collapse
Affiliation(s)
- Giovanni Iolascon
- Department of Medical and Surgical Specialties and Dentistry, Second University of Naples, Naples, Italy
| | - Francesca Gimigliano
- Department of Mental and Physical Health and Preventive Medicine, Second University of Naples, Naples, Italy
| | - Antimo Moretti
- Department of Medical and Surgical Specialties and Dentistry, Second University of Naples, Naples, Italy
| | - Ilaria Riccio
- Department of Medical and Surgical Specialties and Dentistry, Second University of Naples, Naples, Italy
| | | | | | | | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, Naples, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, Federico II University of Naples, Naples, Italy
| |
Collapse
|
26
|
Abstract
Progress continues to be made in the development of therapeutics for fracture prevention. Bisphosphonates are now available orally and intravenously, often as inexpensive generics, and remain the most widely used interventions for osteoporosis. The major safety concern associated with the use of bisphosphonates is the development of femoral shaft stress fractures and, although rare, this adverse event affords the principal rationale for restricting bisphosphonate therapy to those individuals with femoral T-scores <-2.5, and for providing drug holidays in those individuals requiring therapy for >5 years. Newer antiresorptive therapies, in the form of denosumab and cathepsin K inhibitors, might increase efficacy and possibly circumvent some of the safety concerns associated with bisphosphonate use (for example, gastrointestinal and renal complications). The combination of teriparatide with antiresorptives markedly increases effects on BMD; new anabolic agents are also very promising in this regard. However, whether or not these changes in BMD translate into improved efficacy of fracture prevention remains to be determined. Vitamin D is important for the prevention of osteomalacia, but does not influence BMD or fracture risk in patients not deficient in vitamin D. The balance of risks and benefits of calcium supplementation is contentious, but patients should be encouraged to adhere to a balanced diet aimed at maintaining a healthy body weight. Consideration of a patient's risk of falling, and its mitigation, are also important. In this Review, I summarize the short-term and long-term effects of osteoporosis therapies.
Collapse
Affiliation(s)
- Ian R Reid
- Faculty of Medical and Health Sciences, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| |
Collapse
|