From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America

Descripción del Articulo

Colorectal cancer (CRC) is one of the most common cancers in Latin America and the Caribbean, with the highest rates reported for Uruguay, Brazil and Argentina. We provide a global snapshot of the CRC patterns, how screening is performed, and compared/contrasted to the genetic profile of Lynch syndr...

Descripción completa

Detalles Bibliográficos
Autores: Vaccaro, Carlos Alberto, López-Kostner, Francisco, Della Valle, Adriana, Palmero, Edenir Inez, Rossi, Benedito Mauro, Antelo, Marina, Solano, Angela, Carraro, Dirce Maria, Forones, Nora Manoukian, Bohorquez, Mabel, Lino-Silva, Leonardo S., Buleje, Jose, Spirandelli, Florencia, Abe-Sandes, Kiyoko, Nascimento, Ivana, Sullcahuaman, Yasser, Sarroca, Carlos, Gonzalez, Maria Laura, Herrando, Alberto Ignacio, Alvarez, Karin, Neffa, Florencia, Galvao, Henrique Camposreis, Esperon, Patricia, Golubicki, Mariano, Cisterna, Daniel, Cardoso, Florencia C., Torrezan, Giovana Tardin, Aguiar Junior, Samuel, Pimenta, Celia Aparecida Marques, da Cruz Formiga, Maria Nirvana, Santos, Erika, Sa, Caroline U., Oliveira, Edite P., Fujita, Ricardo, Spirandelli, Enrique, Jimenez, Geiner, Guindalini, Rodrigo Santa Cruz, de Azevedo, Renata Gondim Meira Velame, Bueno, Larissa Souza Mario, Nogueira, Sonia Tereza dos Santos, Torres Loarte, Mariela, Padron, Jorge, Castro-Mujica, Maria del Carmen, Sanchez del Monte, Julio, Caballero, Carmelo, Muñeton Peña, Carlos Mario, Pinto, Joseph, Barletta-Carrillo, Claudia, Gutiérrez Angulo, Melva, Piñero, Tamara, Montenegro Beltran, Paola, Ashton-Prolla, Patricia, Rodriguez, Yenni, Quispe, Richard, Rossi, Norma Teresa, Martin, Claudia, Chialina, Sergio, Kalfayan, Pablo German, Bazo-Alvarez, Juan Carlos, Recalde Cañete, Alcides, Dominguez-Barrera, Constantino, Nuñez, Lina, Da Silva, Sabrina Daniela, Balavarca, Yesilda, Wernhoff, Patrik, Plazzer, John-Paul, Moller, Pal, Hovig, Eivind, Dominguez-Valentin, Mev
Formato: artículo
Fecha de Publicación:2019
Institución:Universidad de San Martín de Porres
Repositorio:USMP-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.usmp.edu.pe:20.500.12727/6095
Enlace del recurso:https://hdl.handle.net/20.500.12727/6095
https://doi.org/10.1002/ijc.31920
Nivel de acceso:acceso abierto
Materia:América Latina
Neoplasias colorrectales
Síndromes neoplásicos hereditarios
Neoplasias colorrectales hereditarias sin poliposis
https://purl.org/pe-repo/ocde/ford#3.02.00
id USMP_23f33811cd54a18c5d534209ed2e2b28
oai_identifier_str oai:repositorio.usmp.edu.pe:20.500.12727/6095
network_acronym_str USMP
network_name_str USMP-Institucional
repository_id_str 2089
dc.title.es_PE.fl_str_mv From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
title From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
spellingShingle From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
Vaccaro, Carlos Alberto
América Latina
Neoplasias colorrectales
Síndromes neoplásicos hereditarios
Neoplasias colorrectales hereditarias sin poliposis
https://purl.org/pe-repo/ocde/ford#3.02.00
title_short From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
title_full From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
title_fullStr From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
title_full_unstemmed From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
title_sort From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America
author Vaccaro, Carlos Alberto
author_facet Vaccaro, Carlos Alberto
López-Kostner, Francisco
Della Valle, Adriana
Palmero, Edenir Inez
Rossi, Benedito Mauro
Antelo, Marina
Solano, Angela
Carraro, Dirce Maria
Forones, Nora Manoukian
Bohorquez, Mabel
Lino-Silva, Leonardo S.
Buleje, Jose
Spirandelli, Florencia
Abe-Sandes, Kiyoko
Nascimento, Ivana
Sullcahuaman, Yasser
Sarroca, Carlos
Gonzalez, Maria Laura
Herrando, Alberto Ignacio
Alvarez, Karin
Neffa, Florencia
Galvao, Henrique Camposreis
Esperon, Patricia
Golubicki, Mariano
Cisterna, Daniel
Cardoso, Florencia C.
Torrezan, Giovana Tardin
Aguiar Junior, Samuel
Pimenta, Celia Aparecida Marques
da Cruz Formiga, Maria Nirvana
Santos, Erika
Sa, Caroline U.
Oliveira, Edite P.
Fujita, Ricardo
Spirandelli, Enrique
Jimenez, Geiner
Guindalini, Rodrigo Santa Cruz
de Azevedo, Renata Gondim Meira Velame
Bueno, Larissa Souza Mario
Nogueira, Sonia Tereza dos Santos
Torres Loarte, Mariela
Padron, Jorge
Castro-Mujica, Maria del Carmen
Sanchez del Monte, Julio
Caballero, Carmelo
Muñeton Peña, Carlos Mario
Pinto, Joseph
Barletta-Carrillo, Claudia
Gutiérrez Angulo, Melva
Piñero, Tamara
Montenegro Beltran, Paola
Ashton-Prolla, Patricia
Rodriguez, Yenni
Quispe, Richard
Rossi, Norma Teresa
Martin, Claudia
Chialina, Sergio
Kalfayan, Pablo German
Bazo-Alvarez, Juan Carlos
Recalde Cañete, Alcides
Dominguez-Barrera, Constantino
Nuñez, Lina
Da Silva, Sabrina Daniela
Balavarca, Yesilda
Wernhoff, Patrik
Plazzer, John-Paul
Moller, Pal
Hovig, Eivind
Dominguez-Valentin, Mev
author_role author
author2 López-Kostner, Francisco
Della Valle, Adriana
Palmero, Edenir Inez
Rossi, Benedito Mauro
Antelo, Marina
Solano, Angela
Carraro, Dirce Maria
Forones, Nora Manoukian
Bohorquez, Mabel
Lino-Silva, Leonardo S.
Buleje, Jose
Spirandelli, Florencia
Abe-Sandes, Kiyoko
Nascimento, Ivana
Sullcahuaman, Yasser
Sarroca, Carlos
Gonzalez, Maria Laura
Herrando, Alberto Ignacio
Alvarez, Karin
Neffa, Florencia
Galvao, Henrique Camposreis
Esperon, Patricia
Golubicki, Mariano
Cisterna, Daniel
Cardoso, Florencia C.
Torrezan, Giovana Tardin
Aguiar Junior, Samuel
Pimenta, Celia Aparecida Marques
da Cruz Formiga, Maria Nirvana
Santos, Erika
Sa, Caroline U.
Oliveira, Edite P.
Fujita, Ricardo
Spirandelli, Enrique
Jimenez, Geiner
Guindalini, Rodrigo Santa Cruz
de Azevedo, Renata Gondim Meira Velame
Bueno, Larissa Souza Mario
Nogueira, Sonia Tereza dos Santos
Torres Loarte, Mariela
Padron, Jorge
Castro-Mujica, Maria del Carmen
Sanchez del Monte, Julio
Caballero, Carmelo
Muñeton Peña, Carlos Mario
Pinto, Joseph
Barletta-Carrillo, Claudia
Gutiérrez Angulo, Melva
Piñero, Tamara
Montenegro Beltran, Paola
Ashton-Prolla, Patricia
Rodriguez, Yenni
Quispe, Richard
Rossi, Norma Teresa
Martin, Claudia
Chialina, Sergio
Kalfayan, Pablo German
Bazo-Alvarez, Juan Carlos
Recalde Cañete, Alcides
Dominguez-Barrera, Constantino
Nuñez, Lina
Da Silva, Sabrina Daniela
Balavarca, Yesilda
Wernhoff, Patrik
Plazzer, John-Paul
Moller, Pal
Hovig, Eivind
Dominguez-Valentin, Mev
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Vaccaro, Carlos Alberto
López-Kostner, Francisco
Della Valle, Adriana
Palmero, Edenir Inez
Rossi, Benedito Mauro
Antelo, Marina
Solano, Angela
Carraro, Dirce Maria
Forones, Nora Manoukian
Bohorquez, Mabel
Lino-Silva, Leonardo S.
Buleje, Jose
Spirandelli, Florencia
Abe-Sandes, Kiyoko
Nascimento, Ivana
Sullcahuaman, Yasser
Sarroca, Carlos
Gonzalez, Maria Laura
Herrando, Alberto Ignacio
Alvarez, Karin
Neffa, Florencia
Galvao, Henrique Camposreis
Esperon, Patricia
Golubicki, Mariano
Cisterna, Daniel
Cardoso, Florencia C.
Torrezan, Giovana Tardin
Aguiar Junior, Samuel
Pimenta, Celia Aparecida Marques
da Cruz Formiga, Maria Nirvana
Santos, Erika
Sa, Caroline U.
Oliveira, Edite P.
Fujita, Ricardo
Spirandelli, Enrique
Jimenez, Geiner
Guindalini, Rodrigo Santa Cruz
de Azevedo, Renata Gondim Meira Velame
Bueno, Larissa Souza Mario
Nogueira, Sonia Tereza dos Santos
Torres Loarte, Mariela
Padron, Jorge
Castro-Mujica, Maria del Carmen
Sanchez del Monte, Julio
Caballero, Carmelo
Muñeton Peña, Carlos Mario
Pinto, Joseph
Barletta-Carrillo, Claudia
Gutiérrez Angulo, Melva
Piñero, Tamara
Montenegro Beltran, Paola
Ashton-Prolla, Patricia
Rodriguez, Yenni
Quispe, Richard
Rossi, Norma Teresa
Martin, Claudia
Chialina, Sergio
Kalfayan, Pablo German
Bazo-Alvarez, Juan Carlos
Recalde Cañete, Alcides
Dominguez-Barrera, Constantino
Nuñez, Lina
Da Silva, Sabrina Daniela
Balavarca, Yesilda
Wernhoff, Patrik
Plazzer, John-Paul
Moller, Pal
Hovig, Eivind
Dominguez-Valentin, Mev
dc.subject.es_PE.fl_str_mv América Latina
Neoplasias colorrectales
Síndromes neoplásicos hereditarios
Neoplasias colorrectales hereditarias sin poliposis
topic América Latina
Neoplasias colorrectales
Síndromes neoplásicos hereditarios
Neoplasias colorrectales hereditarias sin poliposis
https://purl.org/pe-repo/ocde/ford#3.02.00
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#3.02.00
description Colorectal cancer (CRC) is one of the most common cancers in Latin America and the Caribbean, with the highest rates reported for Uruguay, Brazil and Argentina. We provide a global snapshot of the CRC patterns, how screening is performed, and compared/contrasted to the genetic profile of Lynch syndrome (LS) in the region. From the literature, we find that only nine (20%) of the Latin America and the Caribbean countries have developed guidelines for early detection of CRC, and also with a low adherence. We describe a genetic profile of LS, including a total of 2,685 suspected families, where confirmed LS ranged from 8% in Uruguay and Argentina to 60% in Peru. Among confirmed LS, path_MLH1 variants were most commonly identified in Peru (82%), Mexico (80%), Chile (60%), and path_MSH2/EPCAM variants were most frequently identified in Colombia (80%) and Argentina (47%). Path_MSH6 and path_PMS2 variants were less common, but they showed important presence in Brazil (15%) and Chile (10%), respectively. Important differences exist at identifying LS families in Latin American countries, where the spectrum of path_MLH1 and path_MSH2 variants are those most frequently identified. Our findings have an impact on the evaluation of the patients and their relatives at risk for LS, derived from the gene affected. Although the awareness of hereditary cancer and genetic testing has improved in the last decade, it is remains deficient, with 39%–80% of the families not being identified for LS among those who actually met both the clinical criteria for LS and showed MMR deficiency.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2020-05-21T20:43:22Z
dc.date.available.none.fl_str_mv 2020-05-21T20:43:22Z
dc.date.issued.fl_str_mv 2019
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.es_PE.fl_str_mv Vaccaro CA, López, F., Della A., Palmero E., Rossi B., Antelo M., et al. From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America. Int. J. Cancer. 2019; 145(2): 318-326
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12727/6095
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1002/ijc.31920
identifier_str_mv Vaccaro CA, López, F., Della A., Palmero E., Rossi B., Antelo M., et al. From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America. Int. J. Cancer. 2019; 145(2): 318-326
url https://hdl.handle.net/20.500.12727/6095
https://doi.org/10.1002/ijc.31920
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv urn:issn:0370-4106
dc.relation.ispartofseries.none.fl_str_mv International journal of cancer;vol. 145, n. 2
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.es_PE.fl_str_mv https://creativecommons.org/licenses/by-nc/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc/4.0/
dc.format.extent.es_PE.fl_str_mv pp. 318-326
dc.publisher.es_PE.fl_str_mv John Wiley & Sons Ltd
dc.source.es_PE.fl_str_mv Repositorio Académico USMP
Universidad de San Martín de Porres - USMP
dc.source.none.fl_str_mv reponame:USMP-Institucional
instname:Universidad de San Martín de Porres
instacron:USMP
instname_str Universidad de San Martín de Porres
instacron_str USMP
institution USMP
reponame_str USMP-Institucional
collection USMP-Institucional
bitstream.url.fl_str_mv https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/3/buleje_jfmh-2019.pdf.txt
https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/4/buleje_jfmh-2019.pdf.jpg
https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/1/buleje_jfmh-2019.pdf
https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/2/license.txt
bitstream.checksum.fl_str_mv baf206e03261e145068e9cda25d2563d
8515ba351fe0b6c894ae4fc5cbfe1b86
64bc1c981d07164e63d3f111a05be33c
8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv REPOSITORIO ACADEMICO USMP
repository.mail.fl_str_mv repositorio@usmp.pe
_version_ 1846890201533644800
spelling Vaccaro, Carlos AlbertoLópez-Kostner, FranciscoDella Valle, AdrianaPalmero, Edenir InezRossi, Benedito MauroAntelo, MarinaSolano, AngelaCarraro, Dirce MariaForones, Nora ManoukianBohorquez, MabelLino-Silva, Leonardo S.Buleje, JoseSpirandelli, FlorenciaAbe-Sandes, KiyokoNascimento, IvanaSullcahuaman, YasserSarroca, CarlosGonzalez, Maria LauraHerrando, Alberto IgnacioAlvarez, KarinNeffa, FlorenciaGalvao, Henrique CamposreisEsperon, PatriciaGolubicki, MarianoCisterna, DanielCardoso, Florencia C.Torrezan, Giovana TardinAguiar Junior, SamuelPimenta, Celia Aparecida Marquesda Cruz Formiga, Maria NirvanaSantos, ErikaSa, Caroline U.Oliveira, Edite P.Fujita, RicardoSpirandelli, EnriqueJimenez, GeinerGuindalini, Rodrigo Santa Cruzde Azevedo, Renata Gondim Meira VelameBueno, Larissa Souza MarioNogueira, Sonia Tereza dos SantosTorres Loarte, MarielaPadron, JorgeCastro-Mujica, Maria del CarmenSanchez del Monte, JulioCaballero, CarmeloMuñeton Peña, Carlos MarioPinto, JosephBarletta-Carrillo, ClaudiaGutiérrez Angulo, MelvaPiñero, TamaraMontenegro Beltran, PaolaAshton-Prolla, PatriciaRodriguez, YenniQuispe, RichardRossi, Norma TeresaMartin, ClaudiaChialina, SergioKalfayan, Pablo GermanBazo-Alvarez, Juan CarlosRecalde Cañete, AlcidesDominguez-Barrera, ConstantinoNuñez, LinaDa Silva, Sabrina DanielaBalavarca, YesildaWernhoff, PatrikPlazzer, John-PaulMoller, PalHovig, EivindDominguez-Valentin, Mev2020-05-21T20:43:22Z2020-05-21T20:43:22Z2019Vaccaro CA, López, F., Della A., Palmero E., Rossi B., Antelo M., et al. From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin America. Int. J. Cancer. 2019; 145(2): 318-326https://hdl.handle.net/20.500.12727/6095https://doi.org/10.1002/ijc.31920Colorectal cancer (CRC) is one of the most common cancers in Latin America and the Caribbean, with the highest rates reported for Uruguay, Brazil and Argentina. We provide a global snapshot of the CRC patterns, how screening is performed, and compared/contrasted to the genetic profile of Lynch syndrome (LS) in the region. From the literature, we find that only nine (20%) of the Latin America and the Caribbean countries have developed guidelines for early detection of CRC, and also with a low adherence. We describe a genetic profile of LS, including a total of 2,685 suspected families, where confirmed LS ranged from 8% in Uruguay and Argentina to 60% in Peru. Among confirmed LS, path_MLH1 variants were most commonly identified in Peru (82%), Mexico (80%), Chile (60%), and path_MSH2/EPCAM variants were most frequently identified in Colombia (80%) and Argentina (47%). Path_MSH6 and path_PMS2 variants were less common, but they showed important presence in Brazil (15%) and Chile (10%), respectively. Important differences exist at identifying LS families in Latin American countries, where the spectrum of path_MLH1 and path_MSH2 variants are those most frequently identified. Our findings have an impact on the evaluation of the patients and their relatives at risk for LS, derived from the gene affected. Although the awareness of hereditary cancer and genetic testing has improved in the last decade, it is remains deficient, with 39%–80% of the families not being identified for LS among those who actually met both the clinical criteria for LS and showed MMR deficiency.Radium Hospital Foundation (Oslo, Norway)pp. 318-326engJohn Wiley & Sons Ltdurn:issn:0370-4106International journal of cancer;vol. 145, n. 2info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc/4.0/Repositorio Académico USMPUniversidad de San Martín de Porres - USMPreponame:USMP-Institucionalinstname:Universidad de San Martín de Porresinstacron:USMPAmérica LatinaNeoplasias colorrectalesSíndromes neoplásicos hereditariosNeoplasias colorrectales hereditarias sin poliposishttps://purl.org/pe-repo/ocde/ford#3.02.00From colorectal cancer pattern to the characterization of individuals at risk: picture for genetic research in Latin Americainfo:eu-repo/semantics/articleMedicina HumanaUniversidad de San Martín de Porres. Facultad de Medicina HumanaMedicinahttps://purl.org/pe-repo/renati/type#trabajoDeInvestigacionTEXTbuleje_jfmh-2019.pdf.txtbuleje_jfmh-2019.pdf.txtExtracted texttext/plain48846https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/3/buleje_jfmh-2019.pdf.txtbaf206e03261e145068e9cda25d2563dMD53THUMBNAILbuleje_jfmh-2019.pdf.jpgbuleje_jfmh-2019.pdf.jpgGenerated Thumbnailimage/jpeg9801https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/4/buleje_jfmh-2019.pdf.jpg8515ba351fe0b6c894ae4fc5cbfe1b86MD54ORIGINALbuleje_jfmh-2019.pdfbuleje_jfmh-2019.pdfTrabajoapplication/pdf544587https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/1/buleje_jfmh-2019.pdf64bc1c981d07164e63d3f111a05be33cMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.usmp.edu.pe/bitstream/20.500.12727/6095/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5220.500.12727/6095oai:repositorio.usmp.edu.pe:20.500.12727/60952025-08-15 10:30:06.187REPOSITORIO ACADEMICO USMPrepositorio@usmp.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
score 12.806665
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).