Frontiers in Pharmacology (May 2023)
An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean
- Aimeé Salas-Hernández,
- Macarena Galleguillos,
- Matías Carrasco,
- Andrés López-Cortés,
- María Ana Redal,
- Dora Fonseca-Mendoza,
- Patricia Esperón,
- Farith González-Martínez,
- Ismael Lares-Asseff,
- Alberto Lazarowski,
- Verónica Loera-Castañeda,
- Diadelis Remírez,
- Matías F. Martínez,
- Matías F. Martínez,
- Rodrigo Vargas,
- Fabricio Rios-Santos,
- Antonio Macho,
- Juan P. Cayún,
- Germán R. Perez,
- Carolina Gutierrez,
- Leslie C. Cerpa,
- Tamara Leiva,
- Susan Calfunao,
- Susan Calfunao,
- Lesly Xajil,
- Christopher Sandoval,
- Christopher Sandoval,
- Marcelo Suárez,
- Marcelo Suárez,
- Ariana Gonzalez,
- Gabriela Echeverría-Garcés,
- Luis Sullón-Dextre,
- Eugenia Cordero-García,
- Alexis R. Morales,
- Andrea Avendaño,
- Enrique Sánchez,
- Laura C. Bastone,
- Cesar Lara,
- Patricia Zuluaga-Arias,
- Ana María Soler,
- Julio Da Luz,
- Gabriela Burgueño-Rodríguez,
- Marcelo Vital,
- Elizabeth Reyes-Reyes,
- Alexander Huaccha,
- Yeimy V. Ariza,
- Naomi Tzul,
- Ana L. Rendón,
- Roberto Serrano,
- Larissa Acosta,
- Angelo Motta-Pardo,
- Leonardo Beltrán-Angarita,
- Leonardo Beltrán-Angarita,
- Erika Brand,
- Miguel A. Jiménez,
- Gladys Maribel Hidalgo-Lozada,
- Marina M. J. Romero-Prado,
- Karla Escobar-Castro,
- Mariel Umaña-Rivas,
- Juan D. Vivas,
- Paola Lagos,
- Yineth Ballén Martínez,
- Sharleth Quesada,
- Camila Calfio,
- Maria L. Arias,
- María A. Lavanderos,
- Dante D. Cáceres,
- Alberto Salazar-Granara,
- Nelson M. Varela,
- Luis A. Quiñones,
- Luis A. Quiñones
Affiliations
- Aimeé Salas-Hernández
- Department of Pharmacology, Toxicology and Pharmaco-Dependence, Faculty of Pharmacy, University of Costa Rica, San Jose, Costa Rica
- Macarena Galleguillos
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Matías Carrasco
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Andrés López-Cortés
- Cancer Research Group (CRG), Faculty of Medicine, Universidad de Las Américas, Quito, Ecuador
- María Ana Redal
- Molecular Diagnostic Laboratory, Genetics Division, Faculty of Medicine, Hospital de Clínicas José de San Martín, University of Buenos Aires, Buenos Aires, Argentina
- Dora Fonseca-Mendoza
- Universidad del Rosario, School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Bogotá, Colombia
- Patricia Esperón
- Molecular Genetic Unit, School of Chemistry, Universidad de la República, General Flores, CP 1800 2124, Montevideo, Uruguay
- Farith González-Martínez
- Toxicology and Public Health Research Laboratory, Department of Research, Faculty of Dentistry, University of Cartagena, Cartagena, Colombia
- Ismael Lares-Asseff
- Academy of Genomics and Laboratory of Pharmacogenomics and Molecular Biomedicine, Instituto Politécnico Nacional, CIIDIR-Unidad Durango, Durango, Mexico
- Alberto Lazarowski
- Instituto de Fisiopatología y Bioquímica Clínica (INFIBIOC), Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires- Argentina, Buenos Aires, Argentina
- Verónica Loera-Castañeda
- Academy of Genomics and Laboratory of Pharmacogenomics and Molecular Biomedicine, Instituto Politécnico Nacional, CIIDIR-Unidad Durango, Durango, Mexico
- Diadelis Remírez
- 0National Centre for Quality Control of Drugs, La Havana, Cuba
- Matías F. Martínez
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Matías F. Martínez
- 1Department of Pharmaceutical Sciences and Technology, Faculty of Chemical and Pharmaceutical Sciences, University of Chile, Santiago, Chile
- Rodrigo Vargas
- 2Department of Molecular Biology, Galileo University, Guatemala City, Guatemala
- Fabricio Rios-Santos
- 3Department of Health. Faculty of Medicine, Federal University of Mato Grosso (UFMT), Cuibá, Brazil
- Antonio Macho
- 4Morphology and Applied Immunology Research Center (NuPMIA), University of Brasilia (UnB), Brasília, Brazil
- Juan P. Cayún
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Germán R. Perez
- 5Department of Microbiology, Faculty of Biochemical and Pharmaceutical Sciences. National University of Rosario, Rosario, Argentina
- Carolina Gutierrez
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Leslie C. Cerpa
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Tamara Leiva
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Susan Calfunao
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Susan Calfunao
- 6Laboratory Pathological Anatomy, Hospital Luis Calvo Mackenna, Santiago, Chile
- Lesly Xajil
- 7Department of Research in Pharmacogenomics, Faculty of Chemical Sciences and Pharmacy, University of San Carlos de Guatemala, Guatemala, Guatemala
- Christopher Sandoval
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Christopher Sandoval
- 8Clinical Laboratory Blood Biochemistry and Immunoassay Section, Hospital Clínico Félix Bulnes Cerda, Santiago, Chile
- Marcelo Suárez
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Marcelo Suárez
- 9Pharmacy Service, Hospital UC-Christus, Santiago, Chile
- Ariana Gonzalez
- 0Medical Genetics Platform, Santa Fe, Argentina
- Gabriela Echeverría-Garcés
- 1Facultad de Ciencias de La Salud, Universidad Internacional de Valencia, Valencia, España
- Luis Sullón-Dextre
- 2Sociedad de Farmacología Molecular del Perú, Lima, Perú
- Eugenia Cordero-García
- Department of Pharmacology, Toxicology and Pharmaco-Dependence, Faculty of Pharmacy, University of Costa Rica, San Jose, Costa Rica
- Alexis R. Morales
- 3Department of Toxicology and Pharmacology, Faculty of Pharmacy and Bioanalisis, University of Los Andes, Merida, Venezuela
- Andrea Avendaño
- 4Department of Pediatrics, Medical Genetics Unity, Faculty of Medicine, University of Los Andes, Mérida, Venezuela
- Enrique Sánchez
- 5Vivian Pellas Hospital, Managua, Nicaragua
- Laura C. Bastone
- 6Laboratorio de Medicina Genómica, Gammalab, Grupo Gamma, Rosario, Argentina
- Cesar Lara
- 7Betesda La Alternativa Natural, San José, Costa Rica
- Patricia Zuluaga-Arias
- 8Colombian Association of Pharmacovigilance, Bogotá, Colombia
- Ana María Soler
- 9Laboratorio de Genética Molecular Humana, Departamento de Ciencias Biológicas, Universidad de La República, Montevideo, Uruguay
- Julio Da Luz
- 9Laboratorio de Genética Molecular Humana, Departamento de Ciencias Biológicas, Universidad de La República, Montevideo, Uruguay
- Gabriela Burgueño-Rodríguez
- 9Laboratorio de Genética Molecular Humana, Departamento de Ciencias Biológicas, Universidad de La República, Montevideo, Uruguay
- Marcelo Vital
- 0Molecular Genetic Unit, School of Chemistry, Universidad de la República, General Flores 2124, Montevideo, Uruguay
- Elizabeth Reyes-Reyes
- 1Clinical Experimental Pharmacology Section, Teaching and Research Department, Institute of Oncology and Radiobiology, Havana, Cuba
- Alexander Huaccha
- 2Pharmacy Service, Hospital II 1 Moyobamba, San Martín, Perú
- Yeimy V. Ariza
- 3Pharmaceutical Chemistry Program, El Bosque University, Bogotá, Colombia
- Naomi Tzul
- 4Drug Inspectorate Unit, Ministry of Health and Wellness, Belmopan, Belize
- Ana L. Rendón
- 5Department of Pharmaceutical Technology, National Autonomous University of Honduras, Tegucigalpa, Honduras
- Roberto Serrano
- 6PhV Latam, San Salvador, El Salvador
- Larissa Acosta
- 7Faculty of Biology, Chemistry and Pharmacy, Galileo University, Guatemala, Guatemala
- Angelo Motta-Pardo
- 8GENOBIDC, Faculty of Pharmacy and Biochemistry, Universidad Nacional Mayor de San Marcos (UNMSM), CIGBM, Faculty of Medicine, Universidad de San Martin de Porres (USMP), Lima, Peru
- Leonardo Beltrán-Angarita
- 9Faculty of Heath Sciences, Central Unit of Valle del Cauca, Tuluá, Colombia
- Leonardo Beltrán-Angarita
- 0Chemistry School, Universidad Tecnológica de Pereira, Pereira, Colombia
- Erika Brand
- 1Postgraduate Department, Master’s Degree in Immunology, Universidad Cayetano Heredia, Lima, Perú
- Miguel A. Jiménez
- 2Clinical Pharmaceutical Services, Health Division, Chillán, Chile
- Gladys Maribel Hidalgo-Lozada
- 3Department of Physiology, Health Sciences University Center, University of Guadalajara, Guadalajara, Mexico
- Marina M. J. Romero-Prado
- 4Department of Physiology, Health Sciences University Center, University of Guadalajara, Guadalajara, Jalisco, Mexico
- Karla Escobar-Castro
- 5Laboratory of Histocompatibility and Immunogenetics, Department of Nephrology and Transplant, Hospital General San Juan de Dios, Guatemala, Guatemala
- Mariel Umaña-Rivas
- 6Department of Tropical Medicine, Faculty of Medicine, University of Brasília, Brasília, Brazil
- Juan D. Vivas
- 7Department of Clinical Pharmacology, Faculty of Medicine, University of La Sabana, Chía, Colombia
- Paola Lagos
- 8Recombinant Biopharmaceutical Laboratory, Department of Pharmacology, Faculty of Biological Sciences, University of Concepción, Concepción, Chile
- Yineth Ballén Martínez
- 9Medical Specialist in Epidemiology Clinical Pharmacology Teacher; Medical Scientific and Pharmacovigilance Advisor in the Pharmaceutical Industry, Bogotá, Colombia
- Sharleth Quesada
- 0Faculty of Pharmacy, University of Costa Rica, San Jose, Costa Rica
- Camila Calfio
- 1International Center for Biomedicine ICC, Santiago, Chile
- Maria L. Arias
- 2Tropical Diseases Research Center and Microbiology Faculty, University of Costa Rica, San José, Costa Rica
- María A. Lavanderos
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Dante D. Cáceres
- 3Environmental Health Programme, School of Public Health, Faculty of Medicine, University of Chile, Santiago, Chile
- Alberto Salazar-Granara
- 4Universidad de San Martín de Porres, Facultad de Medicina Humana, Centro de Investigación de Medicina Tradicional y Farmacología, Lima, Perú
- Nelson M. Varela
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Luis A. Quiñones
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic-Clinical Oncology (DOBC), Faculty of Medicine, University of Chile, Santiago, Chile
- Luis A. Quiñones
- 1Department of Pharmaceutical Sciences and Technology, Faculty of Chemical and Pharmaceutical Sciences, University of Chile, Santiago, Chile
- DOI
- https://doi.org/10.3389/fphar.2023.1175737
- Journal volume & issue
-
Vol. 14
Abstract
Pharmacogenomics (PGx) is considered an emergent field in developing countries. Research on PGx in the Latin American and the Caribbean (LAC) region remains scarce, with limited information in some populations. Thus, extrapolations are complicated, especially in mixed populations. In this paper, we reviewed and analyzed pharmacogenomic knowledge among the LAC scientific and clinical community and examined barriers to clinical application. We performed a search for publications and clinical trials in the field worldwide and evaluated the contribution of LAC. Next, we conducted a regional structured survey that evaluated a list of 14 potential barriers to the clinical implementation of biomarkers based on their importance. In addition, a paired list of 54 genes/drugs was analyzed to determine an association between biomarkers and response to genomic medicine. This survey was compared to a previous survey performed in 2014 to assess progress in the region. The search results indicated that Latin American and Caribbean countries have contributed 3.44% of the total publications and 2.45% of the PGx-related clinical trials worldwide thus far. A total of 106 professionals from 17 countries answered the survey. Six major groups of barriers were identified. Despite the region’s continuous efforts in the last decade, the primary barrier to PGx implementation in LAC remains the same, the “need for guidelines, processes, and protocols for the clinical application of pharmacogenetics/pharmacogenomics”. Cost-effectiveness issues are considered critical factors in the region. Items related to the reluctance of clinicians are currently less relevant. Based on the survey results, the highest ranked (96%–99%) gene/drug pairs perceived as important were CYP2D6/tamoxifen, CYP3A5/tacrolimus, CYP2D6/opioids, DPYD/fluoropyrimidines, TMPT/thiopurines, CYP2D6/tricyclic antidepressants, CYP2C19/tricyclic antidepressants, NUDT15/thiopurines, CYP2B6/efavirenz, and CYP2C19/clopidogrel. In conclusion, although the global contribution of LAC countries remains low in the PGx field, a relevant improvement has been observed in the region. The perception of the usefulness of PGx tests in biomedical community has drastically changed, raising awareness among physicians, which suggests a promising future in the clinical applications of PGx in LAC.
Keywords