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Leal LF, Osorio-de-Castro CGS, de Souza LJC, Ferre F, Mota DM, Ito M, Elseviers M, Lima EDC, Zimmernan IR, Fulone I, Carvalho-Soares MDL, Lopes LC. Data Sources for Drug Utilization Research in Brazil-DUR-BRA Study. Front Pharmacol 2022; 12:789872. [PMID: 35115935 PMCID: PMC8805708 DOI: 10.3389/fphar.2021.789872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/20/2021] [Indexed: 12/14/2022] Open
Abstract
Background: In Brazil, studies that map electronic healthcare databases in order to assess their suitability for use in pharmacoepidemiologic research are lacking. We aimed to identify, catalogue, and characterize Brazilian data sources for Drug Utilization Research (DUR). Methods: The present study is part of the project entitled, “Publicly Available Data Sources for Drug Utilization Research in Latin American (LatAm) Countries.” A network of Brazilian health experts was assembled to map secondary administrative data from healthcare organizations that might provide information related to medication use. A multi-phase approach including internet search of institutional government websites, traditional bibliographic databases, and experts’ input was used for mapping the data sources. The reviewers searched, screened and selected the data sources independently; disagreements were resolved by consensus. Data sources were grouped into the following categories: 1) automated databases; 2) Electronic Medical Records (EMR); 3) national surveys or datasets; 4) adverse event reporting systems; and 5) others. Each data source was characterized by accessibility, geographic granularity, setting, type of data (aggregate or individual-level), and years of coverage. We also searched for publications related to each data source. Results: A total of 62 data sources were identified and screened; 38 met the eligibility criteria for inclusion and were fully characterized. We grouped 23 (60%) as automated databases, four (11%) as adverse event reporting systems, four (11%) as EMRs, three (8%) as national surveys or datasets, and four (11%) as other types. Eighteen (47%) were classified as publicly and conveniently accessible online; providing information at national level. Most of them offered more than 5 years of comprehensive data coverage, and presented data at both the individual and aggregated levels. No information about population coverage was found. Drug coding is not uniform; each data source has its own coding system, depending on the purpose of the data. At least one scientific publication was found for each publicly available data source. Conclusions: There are several types of data sources for DUR in Brazil, but a uniform system for drug classification and data quality evaluation does not exist. The extent of population covered by year is unknown. Our comprehensive and structured inventory reveals a need for full characterization of these data sources.
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Affiliation(s)
- Lisiane Freitas Leal
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | | | | | - Felipe Ferre
- Faculdade de Medicina, Programa de Pós-Graduação em Saúde Pública, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Marcia Ito
- Professional Master's Program in Productive Systems, Centro Estadual de Educação Tecnológica Paula Souza, São Paulo, Brazil
| | | | | | - Ivan Ricardo Zimmernan
- Faculdade de Ciências da Saúde Campus Darcy Ribeiro, University of Brasília, Brasília, Brazil
| | - Izabela Fulone
- Graduate Pharmaceutical Science, University of Sorocaba, Sao Paulo, Brazil
| | | | - Luciane Cruz Lopes
- Graduate Pharmaceutical Science, University of Sorocaba, Sao Paulo, Brazil
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Lyra PFCPD, Araújo DCSAD, Santos Júnior GAD, Sodré-Alves BMC, Jesus EMSD, Lyra DPD, Quintans LJ. The quality of research on judicialization and its influence on public policies on access to medicines in Brazil: a systematic review. CIENCIA & SAUDE COLETIVA 2021; 26:5577-5588. [PMID: 34852091 DOI: 10.1590/1413-812320212611.29142020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 11/06/2020] [Indexed: 11/22/2022] Open
Abstract
Patients without access to medicines often resort to the judicial system. However, no systematic review has discussed the quality of studies and the factors that may influence the access to medicines from judicialization. This study aimed to characterize the quality of research on access to judicialized medicines and their influence on public policies in Brazil. A search was conducted in the LILACS, PubMed/Medline, Scopus, and Web of Science databases using the terms "judicialization" and "medication". Two reviewers identified articles that met the inclusion criteria. Only studies written in English, Portuguese, or Spanish published from 1990 to 2018 were included. The study selection resulted in a final sample of 45 articles. The retrospective descriptive design was the most common methods, based on reports and lawsuits. A high level of heterogeneity among the studies hindered the comparison and generation of evidence capable of supporting judges' decisions based on technical-scientific criteria. This review showed that studies were heterogeneous and had low methodological quality. Moreover, they did not propose viable solutions for health managers and formulators to face the problem.
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Affiliation(s)
- Pollyanna Farias Castro Pereira de Lyra
- Laboratório de Ensino e Pesquisa em Farmácia Social, Departamento de Farmácia, Universidade Federal de Sergipe. Av. Marechal Rondon s/n, Jardim Rosa Elze. 49100-000 São Cristóvão SE Brasil.
| | - Dyego Carlos Souza Anacleto de Araújo
- Laboratório de Ensino e Pesquisa em Farmácia Social, Departamento de Farmácia, Universidade Federal de Sergipe. Av. Marechal Rondon s/n, Jardim Rosa Elze. 49100-000 São Cristóvão SE Brasil.
| | | | | | - Elisdete Maria Santos de Jesus
- Laboratório de Ensino e Pesquisa em Farmácia Social, Departamento de Farmácia, Universidade Federal de Sergipe. Av. Marechal Rondon s/n, Jardim Rosa Elze. 49100-000 São Cristóvão SE Brasil.
| | - Divaldo Pereira de Lyra
- Laboratório de Ensino e Pesquisa em Farmácia Social, Departamento de Farmácia, Universidade Federal de Sergipe. Av. Marechal Rondon s/n, Jardim Rosa Elze. 49100-000 São Cristóvão SE Brasil.
| | - Lucindo José Quintans
- Laboratório de Neurociências e Ensaios Farmacológicos, Departamento de Fisiologia, Universidade Federal de Sergipe, São Cristóvão SE Brasil
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Nga HS, Palma LMP, Ernandes Neto M, Fernandes-Charpiot IMM, Garcia VD, Kist R, Miranda SMC, Macedo de Souza PA, Pereira GM, de Andrade LGM. Thrombotic microangiopathy after kidney transplantation: Analysis of the Brazilian Atypical Hemolytic Uremic Syndrome cohort. PLoS One 2021; 16:e0258319. [PMID: 34748552 PMCID: PMC8575299 DOI: 10.1371/journal.pone.0258319] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 09/23/2021] [Indexed: 01/05/2023] Open
Abstract
Background Atypical Hemolytic Uremic Syndrome (aHUS) is an ultra-rare disease that potentially leads to kidney graft failure due to ongoing Thrombotic Microangiopathy (TMA). The aim was evaluating the frequency of TMA after kidney transplantation in patients with aHUS in a Brazilian cohort stratified by the use of the specific complement-inhibitor eculizumab. Methods This was a multicenter retrospective cohort study including kidney transplant patients diagnosed with aHUS. We collected data from 118 transplant centers in Brazil concerning aHUS transplanted patients between 01/01/2007 and 12/31/2019. Patients were stratified into three groups: no use of eculizumab (No Eculizumab Group), use of eculizumab for treatment of after transplantation TMA (Therapeutic Group), and use of eculizumab for prophylaxis of aHUS recurrence (Prophylactic Group). Results Thirty-eight patients with aHUS who received kidney transplantation were enrolled in the study. Patients’ mean age was 30 years (24–40), and the majority of participants was women (63% of cases). In the No Eculizumab Group (n = 11), there was a 91% graft loss due to the TMA. The hazard ratio of TMA graft loss was 0.07 [0.01–0.55], p = 0.012 in the eculizumab Prophylactic Group and 0.04 [0.00–0.28], p = 0.002 in the eculizumab Therapeutic Group. Conclusion The TMA graft loss in the absence of a specific complement-inhibitor was higher among the Brazilian cohort of kidney transplant patients. This finding reinforces the need of eculizumab use for treatment of aHUS kidney transplant patients. Cost optimization analysis and the early access to C5 inhibitors are suggested, especially in low-medium income countries.
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Affiliation(s)
- Hong Si Nga
- Department of Internal Medicine—UNESP, Univ Estadual Paulista, Botucatu, Brazil
| | | | | | | | - Valter Duro Garcia
- Transplant Unit Santa Casa de Misericórdia de Porto Alegre–ISCMPA, Porto Alegre, Brazil
| | - Roger Kist
- Transplant Unit Santa Casa de Misericórdia de Porto Alegre–ISCMPA, Porto Alegre, Brazil
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da Silva RE, Lima EDC, Novaes MRCG, Osorio-de-Castro CGS. The High "Cost" of Experimental Drugs Obtained Through Health Litigation in Brazil. Front Pharmacol 2020; 11:752. [PMID: 32508660 PMCID: PMC7248274 DOI: 10.3389/fphar.2020.00752] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 05/06/2020] [Indexed: 01/20/2023] Open
Abstract
Background Brazilian patients have legal right to access unlicensed medicines undergoing clinical research, if there is evidence of efficacy and safety. This study investigated the occurrence of serious adverse events related to very high-cost medicines from clinical studies, expanded access and compassionate use programs, obtained by patients though health litigation. Methods A descriptive study using secondary data investigated unlicensed medicines obtained through lawsuits from 2010 to 2017, costing more than 1 million Brazilian reais (BRL), adjusted by the Brazilian Consumer Index to July 2017. Data sources were the Brazilian Health Surveillance Agency Registry (DATAVISA) and Adverse Events in Clinical Studies (NotivisaEC) Databases. Medicines were categorized by the Anatomical Therapeutic Chemical classification to level 03 and events by the WHO Adverse Drug Reaction Terminology. The study received ethical approval by the University of Brasilia Institutional Research Board. Results In the period, 812 drugs were obtained through litigation, and of these, 78 exceeded cost of 1 million BRL; 44 of them presented reports of 1,248 serious adverse events. Total Brazilian Government expenditure with these drugs was 3.2 billion BRL. Class L04A (n=7) showed greater expenditures (over 1.8 billion BRL). One hundred ninety-six deaths occurred and L01X was the most involved category (49.5%). Most other serious events (n=419) and sequelae (n=10) were related to L01X. Conclusion Very high-cost drugs paid for by the government and obtained through health litigation presented deaths and serious adverse events in expanded access and compassionate use programs in Brazil.
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Affiliation(s)
| | | | - Maria Rita C G Novaes
- Faculty of Health Sciences, University of Brasília, Brasília, Brazil.,School of Medicine, Health Sciences Education and Research Foundation, Brasília, Brazil
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Caetano R, Rodrigues PHA, Corrêa MCV, Villardi P, Osorio-de-Castro CGS. The case of eculizumab: litigation and purchases by the Brazilian Ministry of Health. Rev Saude Publica 2020; 54:22. [PMID: 32130309 PMCID: PMC7017980 DOI: 10.11606/s1518-8787.2020054001693] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 06/27/2019] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES This study examined the purchases of eculizumab, a high-cost monoclonal antibody used in the treatment of rare diseases by Brazilian federal agencies, in terms of purchased quantities, expenditures, and prices. METHODS Eculizumab purchases made between March 2007 and December 2018 were analyzed, using secondary data extracted from the Federal Government Purchasing System (SIASG in Portuguese). The following aspects were assessed: number of purchases, purchased quantities, number of daily doses defined per 1,000 inhabitants per year, annual expenditures, and prices. The prices were adjusted by the National Broad Consumer Price Index for December 2018. Linear regression was used for trend analysis. RESULTS All acquisitions by federal agencies were made by the Brazilian Ministry of Health. The purchases began in 2009 with tender waiver to comply with legal demand. There was an increasing trend in the number of purchases and quantities acquired over time. Two hundred and eighty-three purchases were made, totaling 116,792 units purchased, 28.2% of them in 2018. The adjusted total expenses summed more than R$ 2.44 billion. After market approval by the Brazilian Health Regulatory Agency, the weighted average price fell approximately 35%, to values under the Medicines Market Chamber of Regulation established prices. CONCLUSION Eculizumab represented extremely significant expenditures for the Brazilian Ministry of Health during the period. All purchases were made to meet demands from lawsuits, outside the competitive environment. The market approval of eculizumab promoted an important price reduction. This study indicates the relevance of licensing and the need for permanent monitoring and auditing of drug purchases to meet legal demands.
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Affiliation(s)
- Rosângela Caetano
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Política, Planejamento e Administração em Saúde. Rio de Janeiro,RJ, Brasil
| | - Paulo Henrique Almeida Rodrigues
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Política, Planejamento e Administração em Saúde. Rio de Janeiro,RJ, Brasil
| | - Marilena C Villela Corrêa
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Políticas e Instituições de Saúde. Rio de Janeiro, RJ, Brasil
| | - Pedro Villardi
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Políticas e Instituições de Saúde. Rio de Janeiro, RJ, Brasil
| | - Claudia Garcia Serpa Osorio-de-Castro
- Fundação Oswaldo Cruz, Escola Nacional de Saúde Pública Sergio Arouca. Departamento de Política de Medicamentos e Assistência Farmacêutica. Rio de Janeiro, RJ, Brasil
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Soares CM, Nascimento B, Chaves LA, Silva RM, Oliveira MA, Luiza VL. Public procurement of medicines: scoping review of the scientific literature in South America. J Pharm Policy Pract 2019; 12:33. [PMID: 31548893 PMCID: PMC6751894 DOI: 10.1186/s40545-019-0195-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 09/11/2019] [Indexed: 12/02/2022] Open
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Garcia MM, Barbosa MM, Silva RM, Reis EA, Alvares J, Assis Acurcio FD, Godman B, Guerra Junior AA. Indicator of access to medicines in relation to the multiple dimensions of access. J Comp Eff Res 2019; 8:1027-1041. [DOI: 10.2217/cer-2019-0031] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Aim: Creation of a single indicator of access to medicines. Methods: Data collection was performed with individuals who obtained their medication from either public and/or private pharmacies. A Likert scale was used to measure the importance and satisfaction in relation to various access dimensions. Results: A total of 580 individuals were interviewed. Overall, participants attributed very similar importance scores to the dimensions of access to medicines. The results of the mean score of each dimension showed a statistically significant difference according to the type of pharmacy that the participant visited. Conclusion: This developed indicator will enable a review of access to medicines, making comparisons possible as well as improving decision making about public policies in the field of Pharmaceutical Services.
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Affiliation(s)
- Marina M Garcia
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Mariana M Barbosa
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Rondineli M Silva
- Sérgio Arouca National School of Public Health of the Oswaldo Cruz Foundation, Department of Drug Policy and Pharmaceutical Assistance, St Leopoldo Bulhões, Room 622–632, Rio de Janeiro, 21041-210, Brazil
| | - Edna A Reis
- Federal University of Minas Gerais, Department Institute of Exact Sciences, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Juliana Alvares
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Francisco de Assis Acurcio
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
- Health Economics Centre, University of Liverpool Management School, Liverpool, UK
- Division of Clinical Pharmacology, Karolinska Institute, Karolinska University Hospital Huddinge, SE-141 86, Stockholm, Sweden
- School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa, Gauteng, South Africa
| | - Augusto A Guerra Junior
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
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