Cargando…
An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213898/ https://www.ncbi.nlm.nih.gov/pubmed/37251329 http://dx.doi.org/10.3389/fphar.2023.1175737 |
_version_ | 1785047723665260544 |
---|---|
author | Salas-Hernández, Aimeé Galleguillos, Macarena Carrasco, Matías López-Cortés, Andrés Redal, María Ana Fonseca-Mendoza, Dora Esperón, Patricia González-Martínez, Farith Lares-Asseff, Ismael Lazarowski, Alberto Loera-Castañeda, Verónica Remírez, Diadelis Martínez, Matías F. Vargas, Rodrigo Rios-Santos, Fabricio Macho, Antonio Cayún, Juan P. Perez, Germán R. Gutierrez, Carolina Cerpa, Leslie C. Leiva, Tamara Calfunao, Susan Xajil, Lesly Sandoval, Christopher Suárez, Marcelo Gonzalez, Ariana Echeverría-Garcés, Gabriela Sullón-Dextre, Luis Cordero-García, Eugenia Morales, Alexis R. Avendaño, Andrea Sánchez, Enrique Bastone, Laura C. Lara, Cesar Zuluaga-Arias, Patricia Soler, Ana María Da Luz, Julio Burgueño-Rodríguez, Gabriela Vital, Marcelo Reyes-Reyes, Elizabeth Huaccha, Alexander Ariza, Yeimy V. Tzul, Naomi Rendón, Ana L. Serrano, Roberto Acosta, Larissa Motta-Pardo, Angelo Beltrán-Angarita, Leonardo Brand, Erika Jiménez, Miguel A. Hidalgo-Lozada, Gladys Maribel Romero-Prado, Marina M. J. Escobar-Castro, Karla Umaña-Rivas, Mariel Vivas, Juan D. Lagos, Paola Martínez, Yineth Ballén Quesada, Sharleth Calfio, Camila Arias, Maria L. Lavanderos, María A. Cáceres, Dante D. Salazar-Granara, Alberto Varela, Nelson M. Quiñones, Luis A. |
author_facet | Salas-Hernández, Aimeé Galleguillos, Macarena Carrasco, Matías López-Cortés, Andrés Redal, María Ana Fonseca-Mendoza, Dora Esperón, Patricia González-Martínez, Farith Lares-Asseff, Ismael Lazarowski, Alberto Loera-Castañeda, Verónica Remírez, Diadelis Martínez, Matías F. Vargas, Rodrigo Rios-Santos, Fabricio Macho, Antonio Cayún, Juan P. Perez, Germán R. Gutierrez, Carolina Cerpa, Leslie C. Leiva, Tamara Calfunao, Susan Xajil, Lesly Sandoval, Christopher Suárez, Marcelo Gonzalez, Ariana Echeverría-Garcés, Gabriela Sullón-Dextre, Luis Cordero-García, Eugenia Morales, Alexis R. Avendaño, Andrea Sánchez, Enrique Bastone, Laura C. Lara, Cesar Zuluaga-Arias, Patricia Soler, Ana María Da Luz, Julio Burgueño-Rodríguez, Gabriela Vital, Marcelo Reyes-Reyes, Elizabeth Huaccha, Alexander Ariza, Yeimy V. Tzul, Naomi Rendón, Ana L. Serrano, Roberto Acosta, Larissa Motta-Pardo, Angelo Beltrán-Angarita, Leonardo Brand, Erika Jiménez, Miguel A. Hidalgo-Lozada, Gladys Maribel Romero-Prado, Marina M. J. Escobar-Castro, Karla Umaña-Rivas, Mariel Vivas, Juan D. Lagos, Paola Martínez, Yineth Ballén Quesada, Sharleth Calfio, Camila Arias, Maria L. Lavanderos, María A. Cáceres, Dante D. Salazar-Granara, Alberto Varela, Nelson M. Quiñones, Luis A. |
author_sort | Salas-Hernández, Aimeé |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10213898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102138982023-05-27 An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean Salas-Hernández, Aimeé Galleguillos, Macarena Carrasco, Matías López-Cortés, Andrés Redal, María Ana Fonseca-Mendoza, Dora Esperón, Patricia González-Martínez, Farith Lares-Asseff, Ismael Lazarowski, Alberto Loera-Castañeda, Verónica Remírez, Diadelis Martínez, Matías F. Vargas, Rodrigo Rios-Santos, Fabricio Macho, Antonio Cayún, Juan P. Perez, Germán R. Gutierrez, Carolina Cerpa, Leslie C. Leiva, Tamara Calfunao, Susan Xajil, Lesly Sandoval, Christopher Suárez, Marcelo Gonzalez, Ariana Echeverría-Garcés, Gabriela Sullón-Dextre, Luis Cordero-García, Eugenia Morales, Alexis R. Avendaño, Andrea Sánchez, Enrique Bastone, Laura C. Lara, Cesar Zuluaga-Arias, Patricia Soler, Ana María Da Luz, Julio Burgueño-Rodríguez, Gabriela Vital, Marcelo Reyes-Reyes, Elizabeth Huaccha, Alexander Ariza, Yeimy V. Tzul, Naomi Rendón, Ana L. Serrano, Roberto Acosta, Larissa Motta-Pardo, Angelo Beltrán-Angarita, Leonardo Brand, Erika Jiménez, Miguel A. Hidalgo-Lozada, Gladys Maribel Romero-Prado, Marina M. J. Escobar-Castro, Karla Umaña-Rivas, Mariel Vivas, Juan D. Lagos, Paola Martínez, Yineth Ballén Quesada, Sharleth Calfio, Camila Arias, Maria L. Lavanderos, María A. Cáceres, Dante D. Salazar-Granara, Alberto Varela, Nelson M. Quiñones, Luis A. Front Pharmacol Pharmacology 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. Frontiers Media S.A. 2023-05-11 /pmc/articles/PMC10213898/ /pubmed/37251329 http://dx.doi.org/10.3389/fphar.2023.1175737 Text en Copyright © 2023 Salas-Hernández, Galleguillos, Carrasco, López-Cortés, Redal, Fonseca-Mendoza, Esperón, González-Martínez, Lares-Asseff, Lazarowski, Loera-Castañeda, Remírez, Martínez, Vargas, Rios-Santos, Macho, Cayún, Perez, Gutierrez, Cerpa, Leiva, Calfunao, Xajil, Sandoval, Suárez, Gonzalez, Echeverría-Garcés, Sullón-Dextre, Cordero-García, Morales, Avendaño, Sánchez, Bastone, Lara, Zuluaga-Arias, Soler, Da Luz, Burgueño-Rodríguez, Vital, Reyes-Reyes, Huaccha, Ariza, Tzul, Rendón, Serrano, Acosta, Motta-Pardo, Beltrán-Angarita, Brand, Jiménez, Hidalgo-Lozada, Romero-Prado, Escobar-Castro, Umaña-Rivas, Vivas, Lagos, Martínez, Quesada, Calfio, Arias, Lavanderos, Cáceres, Salazar-Granara, Varela and Quiñones. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Salas-Hernández, Aimeé Galleguillos, Macarena Carrasco, Matías López-Cortés, Andrés Redal, María Ana Fonseca-Mendoza, Dora Esperón, Patricia González-Martínez, Farith Lares-Asseff, Ismael Lazarowski, Alberto Loera-Castañeda, Verónica Remírez, Diadelis Martínez, Matías F. Vargas, Rodrigo Rios-Santos, Fabricio Macho, Antonio Cayún, Juan P. Perez, Germán R. Gutierrez, Carolina Cerpa, Leslie C. Leiva, Tamara Calfunao, Susan Xajil, Lesly Sandoval, Christopher Suárez, Marcelo Gonzalez, Ariana Echeverría-Garcés, Gabriela Sullón-Dextre, Luis Cordero-García, Eugenia Morales, Alexis R. Avendaño, Andrea Sánchez, Enrique Bastone, Laura C. Lara, Cesar Zuluaga-Arias, Patricia Soler, Ana María Da Luz, Julio Burgueño-Rodríguez, Gabriela Vital, Marcelo Reyes-Reyes, Elizabeth Huaccha, Alexander Ariza, Yeimy V. Tzul, Naomi Rendón, Ana L. Serrano, Roberto Acosta, Larissa Motta-Pardo, Angelo Beltrán-Angarita, Leonardo Brand, Erika Jiménez, Miguel A. Hidalgo-Lozada, Gladys Maribel Romero-Prado, Marina M. J. Escobar-Castro, Karla Umaña-Rivas, Mariel Vivas, Juan D. Lagos, Paola Martínez, Yineth Ballén Quesada, Sharleth Calfio, Camila Arias, Maria L. Lavanderos, María A. Cáceres, Dante D. Salazar-Granara, Alberto Varela, Nelson M. Quiñones, Luis A. An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title | An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title_full | An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title_fullStr | An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title_full_unstemmed | An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title_short | An updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in Latin America and the Caribbean |
title_sort | updated examination of the perception of barriers for pharmacogenomics implementation and the usefulness of drug/gene pairs in latin america and the caribbean |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213898/ https://www.ncbi.nlm.nih.gov/pubmed/37251329 http://dx.doi.org/10.3389/fphar.2023.1175737 |
work_keys_str_mv | AT salashernandezaimee anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT galleguillosmacarena anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT carrascomatias anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lopezcortesandres anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT redalmariaana anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT fonsecamendozadora anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT esperonpatricia anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gonzalezmartinezfarith anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT laresasseffismael anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lazarowskialberto anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT loeracastanedaveronica anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT remirezdiadelis anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT martinezmatiasf anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vargasrodrigo anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT riossantosfabricio anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT machoantonio anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT cayunjuanp anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT perezgermanr anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gutierrezcarolina anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT cerpalesliec anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT leivatamara anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT calfunaosusan anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT xajillesly anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sandovalchristopher anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT suarezmarcelo anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gonzalezariana anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT echeverriagarcesgabriela anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sullondextreluis anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT corderogarciaeugenia anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT moralesalexisr anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT avendanoandrea anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sanchezenrique anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT bastonelaurac anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT laracesar anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT zuluagaariaspatricia anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT soleranamaria anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT daluzjulio anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT burguenorodriguezgabriela anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vitalmarcelo anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT reyesreyeselizabeth anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT huacchaalexander anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT arizayeimyv anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT tzulnaomi anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT rendonanal anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT serranoroberto anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT acostalarissa anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT mottapardoangelo anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT beltranangaritaleonardo anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT branderika anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT jimenezmiguela anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT hidalgolozadagladysmaribel anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT romeropradomarinamj anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT escobarcastrokarla anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT umanarivasmariel anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vivasjuand anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lagospaola anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT martinezyinethballen anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT quesadasharleth anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT calfiocamila anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT ariasmarial anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lavanderosmariaa anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT caceresdanted anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT salazargranaraalberto anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT varelanelsonm anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT quinonesluisa anupdatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT salashernandezaimee updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT galleguillosmacarena updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT carrascomatias updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lopezcortesandres updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT redalmariaana updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT fonsecamendozadora updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT esperonpatricia updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gonzalezmartinezfarith updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT laresasseffismael updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lazarowskialberto updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT loeracastanedaveronica updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT remirezdiadelis updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT martinezmatiasf updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vargasrodrigo updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT riossantosfabricio updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT machoantonio updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT cayunjuanp updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT perezgermanr updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gutierrezcarolina updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT cerpalesliec updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT leivatamara updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT calfunaosusan updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT xajillesly updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sandovalchristopher updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT suarezmarcelo updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT gonzalezariana updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT echeverriagarcesgabriela updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sullondextreluis updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT corderogarciaeugenia updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT moralesalexisr updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT avendanoandrea updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT sanchezenrique updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT bastonelaurac updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT laracesar updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT zuluagaariaspatricia updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT soleranamaria updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT daluzjulio updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT burguenorodriguezgabriela updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vitalmarcelo updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT reyesreyeselizabeth updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT huacchaalexander updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT arizayeimyv updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT tzulnaomi updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT rendonanal updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT serranoroberto updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT acostalarissa updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT mottapardoangelo updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT beltranangaritaleonardo updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT branderika updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT jimenezmiguela updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT hidalgolozadagladysmaribel updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT romeropradomarinamj updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT escobarcastrokarla updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT umanarivasmariel updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT vivasjuand updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lagospaola updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT martinezyinethballen updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT quesadasharleth updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT calfiocamila updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT ariasmarial updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT lavanderosmariaa updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT caceresdanted updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT salazargranaraalberto updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT varelanelsonm updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean AT quinonesluisa updatedexaminationoftheperceptionofbarriersforpharmacogenomicsimplementationandtheusefulnessofdruggenepairsinlatinamericaandthecaribbean |