Geographic and Temporal Patterns in Biologic Prescriptions for Inflammatory Bowel Diseases in the Public Healthcare System in Brazil: An Ecological Study
Corresponding Author
Caroline Tianeze de Castro
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Correspondence:
Caroline Tianeze de Castro ([email protected])
Search for more papers by this authorMarcio dos Santos Natividade
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorMarcos Pereira
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorSamilly Silva Miranda
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorErika Aragão
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorCarlos Antonio de Souza Teles Santos
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Center of Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
Search for more papers by this authorDjanilson Barbosa dos Santos
Center for Health Sciences, Federal University of Recôncavo da Bahia, Santo Antônio de Jesus, Brazil
Search for more papers by this authorCorresponding Author
Caroline Tianeze de Castro
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Correspondence:
Caroline Tianeze de Castro ([email protected])
Search for more papers by this authorMarcio dos Santos Natividade
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorMarcos Pereira
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorSamilly Silva Miranda
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorErika Aragão
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Search for more papers by this authorCarlos Antonio de Souza Teles Santos
Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
Center of Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
Search for more papers by this authorDjanilson Barbosa dos Santos
Center for Health Sciences, Federal University of Recôncavo da Bahia, Santo Antônio de Jesus, Brazil
Search for more papers by this authorFunding: The authors received no specific funding for this work.
ABSTRACT
Purpose
To analyze the geographic and temporal patterns of biologic prescriptions for inflammatory bowel disease (IBD) in Brazil's public national unified health system (SUS).
Methods
This ecological study used data from patients with IBD in the SUS Outpatient Information System between 2008 and 2022. Prais-Winsten regression was used to estimate the trends in prescription rate of biologics. For geographic analysis, average prescription rate of biologics was calculated by state for three periods: 2008–2012, 2013–2017, and 2018–2022. Global Moran's index (GMI) and local indicators of spatial autocorrelation (LISA) were used to assess spatial autocorrelation and identify spatial clusters of biologic prescriptions, respectively.
Results
The prescription rate of biologics increased from 3.0% to 16.7%. Infliximab was the most prescribed drug from 2008 to 2012 (3.0%–4.2%), and adalimumab was the most widely prescribed drug from 2013 to 2022 (4.3%–9.1%). Higher prescription rates of biologics were observed in patients with Crohn's disease than in those with ulcerative colitis (40.5% vs. 3.2%). Biologics were primarily prescribed in the Southeast and South; however, the central-western and northern regions showed greater changes in prescription rates over time. There were increased clusters of high biologic prescriptions across the three evaluated periods.
Conclusions
The increase in biologic prescriptions over time may be attributed to their enhanced efficacy in inducing and maintaining IBD remission. Biologic prescriptions in Brazil are experiencing temporal and geographical changes, indicating that disparities in drug prescriptions may decrease with universal, equitable healthcare access, despite administrative challenges in obtaining these medications through SUS.
Conflicts of Interest
The authors declare no conflicts of interest.
Supporting Information
Filename | Description |
---|---|
pds70114-sup-0001-Supinfo.docxWord 2007 document , 7.2 MB |
Table S1. Definition of inflammatory bowel diseases. Table S2. Frequency and crude biologic prescription rates (%) by medicine according to the population characteristics. Brazil, 2008–2022. Figure S1. Regional Divisions of Brazil. Figure S2. Crude biologic prescription rates (%): (a) total; (b) by biologic drug. Brazil, 2008–2022. Figure S3. Crude biologic prescription rates (%) by age group. Brazil, 2008–2022. Figure S4. Crude biologic prescription rates (%) by biologic drug according to age group: (a) children; (b) adults; (c) older adults. Brazil, 2008–2022. Figure S5. Crude biologic prescription rates (%) by sex. Brazil, 2008–2022. Figure S6. Crude biologic prescription rates (%) by biologic drug according to sex: (a) female; (b) male. Brazil, 2008–2022. Figure S7. Crude biologic prescription rates (%) by race. Brazil, 2008–2022. Figure S8. Crude biologic prescription rates (%) by biologic drug according to race: (a) nonblack; (b) black. Brazil, 2008–2022. Figure S9. Crude biologic prescription rates (%) by IBD type. Brazil, 2008–2022. Figure S10. Crude biologic prescription rates (%) by biologic drug according to IBD type: (a) Crohn’s disease; (b) Ulcerative colitis. Brazil, 2008–2022. |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
References
- 1S. Flynn and S. Eisenstein, “Inflammatory Bowel Disease Presentation and Diagnosis,” Surgical Clinics of North America 99, no. 6 (2019): 1051–1062, https://doi.org/10.1016/j.suc.2019.08.001.
- 2S. C. Ng, H. Y. Shi, N. Hamidi, et al., “Worldwide Incidence and Prevalence of Inflammatory Bowel Disease in the 21st Century: A Systematic Review of Population-Based Studies,” Lancet 390, no. 10114 (2017): 2769–2778, https://doi.org/10.1016/S0140-6736(17)32448-0.
- 3 Brasil, “Protocolo Clínico e Diretrizes Terapêuticas para Doença de Crohn,” Ministério da Saúde. Secretaria de Atenção à Saúde. Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde (2017), accessed April 29, 2023, https://www.gov.br/conitec/pt-br/midias/protocolos/portaria_conjunta_14_pcdt_doenca_de_crohn_28_11_2017-1.pdf.
- 4 Brasil, “Protocolo Clínico e Diretrizes Terapêuticas da Retocolite Ulcerativa,” Ministério da Saúde. Secretaria de Atenção à Saúde. Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde (2021), accessed April 29, 2023, https://www.gov.br/saude/pt-br/assuntos/protocolos-clinicos-e-diretrizes-terapeuticas-pcdt/arquivos/2022/portal-portaria-conjunta-22_2021_pcdt_retocolite-ulcerativa.pdf.
- 5 Brasil, “Protocolos Clínicos e Diretrizes Terapêuticas,” (2022), accessed June 17, 2022, http://conitec.gov.br/index.php/protocolos-e-diretrizes.
- 6C. Chen, A. G. Hartzema, H. Xiao, et al., “Real-World Pattern of Biologic Use in Patients With Inflammatory Bowel Disease: Treatment Persistence, Switching, and Importance of Concurrent Immunosuppressive Therapy,” Inflammatory Bowel Diseases 25, no. 8 (2019): 1417–1427, https://doi.org/10.1093/ibd/izz001.
- 7M. Zhao, S. Lirhus, M. Lördal, et al., “Therapeutic Management and Outcomes in Inflammatory Bowel Diseases, 2010 to 2017 in Cohorts From Denmark, Sweden and Norway,” Alimentary Pharmacology & Therapeutics 56, no. 6 (2022): 989–1006, https://doi.org/10.1111/apt.17145.
- 8L. C. F. de Oliveira, M. A. A. do Nascimento, and I. M. S. O. Lima, “Access to Medication in Universal Health Systems – Perspectives and Challenges,” Saúde Em Debate 43 (2020): 286–298, https://doi.org/10.1590/0103-11042019S523.
10.1590/0103-11042019s523 Google Scholar
- 9M. A. Oliveira, V. L. Luiza, N. U. L. Tavares, et al., “Access to Medicines for Chronic Diseases in Brazil: A Multidimensional Approach,” Revista de Saúde Pública 50, no. Suppl 2 (2016): 6s, https://doi.org/10.1590/S1518-8787.2016050006161.
- 10P. M. Buss and A. Pellegrini Filho, “Health and Its Social Determinants,” Physis: Revista de Saúde Coletiva 17 (2007): 77–93, https://doi.org/10.1590/S0103-73312007000100006.
10.1590/S0103-73312007000100006 Google Scholar
- 11M. Han, Y. S. Jung, J. H. Cheon, and S. Park, “Regional Variations in the Use of Biologics and Immunomodulators Among Korean Patients With Inflammatory Bowel Diseases,” Journal of Gastroenterology and Hepatology 34, no. 7 (2019): 1166–1174, https://doi.org/10.1111/jgh.14609.
- 12M. V. de Albuquerque, V. A. L. d'Ávila, L. D. de Lima, M. P. Ferreira, E. R. Fusaro, and F. L. Iozzi, “Regional Health Inequalities: Changes Observed in Brazil From 2000–2016,” Ciência & Saúde Coletiva 22 (2017): 1055–1064, https://doi.org/10.1590/1413-81232017224.26862016.
- 13J. F. T. Júnior and R. d. M. S. Neto, “Disparidades Regionais No Acesso a Medicamentos No Brasil: Uma Análise Empírica,” Jornal de Assistência Farmacêutica E Farmacoeconomia 7, no. 4 (2022): 5–18, https://doi.org/10.22563/2525-7323.2022.v7.n.4.p.5-18.
10.22563/2525?7323.2022.v7.n.4.p.5?18 Google Scholar
- 14 Brasil, “SIA Sistema de Informação Ambulatorial Do SUS: Manual de Operação Do Sistema,” Ministério da Saúde. Secretaria de Atenção à Saúde. Departamento de Regulação, Avaliação e Controle. Coordenação Geral de Sistemas de Informação (2016), ftp://arpoador.datasus.gov.br/siasus/Documentos/sia/Manual_Operacional_SIA_v2.pdf.
- 15 APAC – Autorização de Procedimento Ambulatorial: Manual de Operação Do Sistema, “Ministério da Saúde.” Secretaria de Atenção à Saúde. Departamento de Regulação, Avaliação e Controle. Coordenação Geral de Sistemas de Informação (2013), ftp://arpoador.datasus.gov.br/siasus/Documentos/APAC/Manual_Operacional_APAC_v_1_1.pdf.
- 16 Pan American Health Organization (PAHO), “Tenth Revision of the International Statistical Classification of Diseases and Related Health Problems, and Its Implementation in the Region of the Americas,” XXIV Pan American Sanitary Conference. XLVI Regional Committee Meeting (1994).
- 17 Brasil, “SIA – Sistema de Informação Ambulatorial Do SUS: Manual de Operação Do Sistema,” Ministério da Saúde. Secretaria de Atenção à Saúde. Departamento de Regulação, Avaliação e Controle. Coordenação Geral de Sistemas de Informação (2016), ftp://arpoador.datasus.gov.br/siasus/Documentos/sia/Manual_Operacional_SIA_v2.pdf.
- 18R. d. F. Saldanha, R. R. Bastos, and C. Barcellos, “Microdatasus: Pacote Para Download E Pré-Processamento De Microdados Do Departamento De Informática Do SUS (DATASUS),” Cadernos de Saúde Pública 35, no. 9 (2019): e00032419, https://doi.org/10.1590/0102-311x00032419.
- 19 National Cancer Institute. Division of Cancer Control and Population Sciences, “Average Annual Percent Change (AAPC) and Confidence Interval,” accessed July 7, 2024, https://surveillance.cancer.gov/help/joinpoint/setting-parameters/method-and-parameters-tab/apc-aapc-tau-confidence-intervals/average-annual-percent-change-aapc.
- 20 R Core Team, R: A Language and Environment for Statistical Computing (R Foundation for Statistical Computing, 2023), https://www.R-project.org.
- 21F. Xu, Y. Liu, K. Greenlund, and S. Carlson, “Trends and Demographic Patterns in Biologic and Corticosteroid Prescriptions for Inflammatory Bowel Disease: Findings From Electronic Medical Records, 2011-2020,” Journal of Investigative Medicine 70, no. 8 (2022): 1771–1776, https://doi.org/10.1136/jim-2022-002486.
- 22M. Zhao, M. Sall Jensen, T. Knudsen, et al., “Trends in the Use of Biologicals and Their Treatment Outcomes Among Patients With Inflammatory Bowel Diseases – A Danish Nationwide Cohort Study,” Alimentary Pharmacology & Therapeutics 55, no. 5 (2022): 541–557, https://doi.org/10.1111/apt.16723.
- 23L. Yun and S. Hanauer, “Selecting Appropriate Anti-TNF Agents in Inflammatory Bowel Disease,” Expert Review of Gastroenterology & Hepatology 3, no. 3 (2009): 235–248, https://doi.org/10.1586/egh.09.20.
- 24 Brasil, “Portaria No 711, de 17 de Dezembro de 2010,” Ministério da Saúde. Secretaria de Atenção à Saúde. Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde (2010) accessed September 19, 2022, https://bvsms.saude.gov.br/bvs/saudelegis/sas/2010/prt0711_17_12_2010.html.
- 25A. A. Wu, J. R. de Barros, M. Ramdeen, J. P. Baima, R. Saad-Hossne, and L. Y. Sassaki, “Factors Associated With Patient's Preference in Choosing Their Therapy for Inflammatory Bowel Disease in Brazil,” Arquivos de Gastroenterologia 57 (2020): 491–497, https://doi.org/10.1590/S0004-2803.202000000-86.
- 26 Brasil, “Protocolo Clínico e Diretrizes Terapêuticas Da Retocolite Ulcerativa,” Ministério da Saúde. Secretaria de Atenção à Saúde. Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde (2020) accessed September 19, 2022, https://www.gov.br/saude/pt-br/assuntos/pcdt/arquivos/2020/retocolite-ulcerativa-pcdt.pdf.
- 27H. Yu, D. MacIsaac, J. J. Wong, et al., “Market Share and Costs of Biologic Therapies for Inflammatory Bowel Disease in the USA,” Alimentary Pharmacology & Therapeutics 47, no. 3 (2018): 364–370, https://doi.org/10.1111/apt.14430.
- 28Z. Grover, “A Narrative Review of Pitfall and Progress in Management of Inflammatory Bowel Disease in Children,” Pediatric Medicine 6 (2023): 10, https://doi.org/10.21037/pm-21-11.
- 29M. K. Fuller, “Pediatric Inflammatory Bowel Disease: Special Considerations,” Surgical Clinics of North America 99, no. 6 (2019): 1177–1183, https://doi.org/10.1016/j.suc.2019.08.008.
- 30M. J. Field, L. K. Ellinger, and T. F. Boat, “IOM Review of FDA-Approved Biologics Labeled or Studied for Pediatric Use,” Pediatrics 131, no. 2 (2013): 328–335, https://doi.org/10.1542/peds.2012-2412.
- 31P. Shah and M. P. Siver, “The Latest FDA Approvals for Children's Medications,” (2023), 40 accessed December 15, 2024, https://www.contemporarypediatrics.com/view/the-latest-fda-approvals-for-children-s-medications.
- 32S. F. G. Jeuring, T. R. A. van den Heuvel, M. P. Zeegers, et al., “Epidemiology and Long-Term Outcome of Inflammatory Bowel Disease Diagnosed at Elderly Age—An Increasing Distinct Entity?,” Inflammatory Bowel Diseases 22, no. 6 (2016): 1425–1434, https://doi.org/10.1097/MIB.0000000000000738.
- 33E. M. Heath, R. B. Kim, and A. Wilson, “A Comparative Analysis of Drug Therapy, Disease Phenotype, and Health Care Outcomes for Men and Women With Inflammatory Bowel Disease,” Digestive Diseases and Sciences 67, no. 9 (2022): 4287–4294, https://doi.org/10.1007/s10620-021-07177-x.
- 34T. Greuter, C. Manser, V. Pittet, S. R. Vavricka, and L. Biedermann, “Gender Differences in Inflammatory Bowel Disease,” Digestion 101, no. Suppl. 1 (2020): 98–104, https://doi.org/10.1159/000504701.
- 35I. Blumenstein and E. Sonnenberg, “Sex- and Gender-Related Differences in Inflammatory Bowel Diseases,” Frontiers in Gastroenterology 2 (2023): 1–9, https://doi.org/10.3389/fgstr.2023.1199687.
10.3389/fgstr.2023.1199687 Google Scholar
- 36E. L. Barnes, C. M. Bauer, R. S. Sandler, M. D. Kappelman, and M. D. Long, “Black and White Patients With Inflammatory Bowel Disease Show Similar Biologic Use Patterns With Medicaid Insurance,” Inflammatory Bowel Diseases 27, no. 3 (2021): 364–370, https://doi.org/10.1093/ibd/izaa090.
- 37B. A. Hendrickson, R. Gokhale, and J. H. Cho, “Clinical Aspects and Pathophysiology of Inflammatory Bowel Disease,” Clinical Microbiology Reviews 15, no. 1 (2002): 79–94, https://doi.org/10.1128/CMR.15.1.79-94.2002.
- 38S. Alulis, K. Vadstrup, A. Borsi, et al., “Treatment Patterns for Biologics in Ulcerative Colitis and Crohn's Disease: A Danish Nationwide Register Study From 2003 to 2015,” Scandinavian Journal of Gastroenterology 55, no. 3 (2020): 265–271, https://doi.org/10.1080/00365521.2020.1726445.
- 39A. B. Quaresma, A. O. M. C. Damiao, C. S. R. Coy, et al., “Temporal Trends in the Epidemiology of Inflammatory Bowel Diseases in the Public Healthcare System in Brazil: A Large Population-Based Study,” Lancet Regional Health 13 (2022): 100298, https://doi.org/10.1016/j.lana.2022.100298.
10.1016/j.lana.2022.100298 Google Scholar
- 40J. S. Fritzen, F. R. Motter, and V. M. V. Paniz, “Regular Access and Adherence to Medications of the Specialized Component of Pharmaceutical Services,” Revista de Saúde Pública 51 (2017): 109, https://doi.org/10.11606/S1518-8787.2017051006932.
- 41M. Coube, Z. Nikoloski, M. Mrejen, and E. Mossialos, “Persistent Inequalities in Health Care Services Utilisation in Brazil (1998–2019),” International Journal for Equity in Health 22, no. 1 (2023): 25, https://doi.org/10.1186/s12939-023-01828-3.