Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data

ABSTRACT: Background and aims: Gallbladder cancer (GBC) is a neglected disease with substantial geographical variability: Chile shows the highest incidence worldwide, while GBC is relatively rare in Europe. Here, we investigate the causal effects of risk factors considered in current GBC prevention...

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Autores:
Bedoya Berrío, Gabriel de Jesús
Ruíz Linares, Andrés
Scherer, Dominique
Brinster, Regina
Boekstegers, Felix
Marcelain, Katherine
Gárate-Calderón, Valentina
Müller, Bettina
de Toro, Gonzalo
Retamales, Javier
Barajas, Olga
Ahumada, Monica
Morales, Erik
Rojas, Armando
Sanhueza, Verónica
Loader, Denisse
Rivera, María Teresa
Gutiérrez, Lorena
Bernal, Giuliano
Ortega, Alejandro
Montalvo, Domingo
Portiño, Sergio
Bertrán, Maria Enriqueta
Gabler, Fernando
Spencer, Loreto
Olloquequi, Jordi
Fischer, Christine
Jenab, Mazda
Aleksandrova, Krasimira
Katzke, Verena
Weiderpass, Elisabete
Bonet, Catalina
Moradi, Tahereh
Fischer, Krista
Bossers, Willem
Brenner, Hermann
Hveem, Kristian
Eklund, Niina
Völker, Uwe
Waldenberger, Melanie
Fuentes Guajardo, Macarena
González José, Rolando
Bortolini, Maria C.
Canizales Quinteros, Samuel
Gallo, Carla
Barahona Ponce, Carol
Rothhammer, Francisco
Bermejo, Justo Lorenzo
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/41093
Acceso en línea:
https://hdl.handle.net/10495/41093
Palabra clave:
Body Mass Index
Índice de Masa Corporal
C-Reactive Protein
Proteína C-Reactiva
Gallbladder Neoplasms
Neoplasias de la Vesícula Biliar
Gallstones
Cálculos Biliares
Genetic Predisposition to Disease
Predisposición Genética a la Enfermedad
Genetic Variation
Variación Genética
Mendelian Randomization Analysis
Análisis de la Aleatorización Mendeliana
Prospective Studies
Estudios Prospectivos
Retrospective Studies
Estudios Retrospectivos
Risk Factors
Factores de Riesgo
https://id.nlm.nih.gov/mesh/D015992
https://id.nlm.nih.gov/mesh/D002097
https://id.nlm.nih.gov/mesh/D005706
https://id.nlm.nih.gov/mesh/D042882
https://id.nlm.nih.gov/mesh/D020022
https://id.nlm.nih.gov/mesh/D014644
https://id.nlm.nih.gov/mesh/D057182
https://id.nlm.nih.gov/mesh/D011446
https://id.nlm.nih.gov/mesh/D012189
https://id.nlm.nih.gov/mesh/D012307
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc/2.5/co/
id UDEA2_b0e6a28613ef4e8b6257f6aac0c7bec5
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/41093
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
title Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
spellingShingle Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
Body Mass Index
Índice de Masa Corporal
C-Reactive Protein
Proteína C-Reactiva
Gallbladder Neoplasms
Neoplasias de la Vesícula Biliar
Gallstones
Cálculos Biliares
Genetic Predisposition to Disease
Predisposición Genética a la Enfermedad
Genetic Variation
Variación Genética
Mendelian Randomization Analysis
Análisis de la Aleatorización Mendeliana
Prospective Studies
Estudios Prospectivos
Retrospective Studies
Estudios Retrospectivos
Risk Factors
Factores de Riesgo
https://id.nlm.nih.gov/mesh/D015992
https://id.nlm.nih.gov/mesh/D002097
https://id.nlm.nih.gov/mesh/D005706
https://id.nlm.nih.gov/mesh/D042882
https://id.nlm.nih.gov/mesh/D020022
https://id.nlm.nih.gov/mesh/D014644
https://id.nlm.nih.gov/mesh/D057182
https://id.nlm.nih.gov/mesh/D011446
https://id.nlm.nih.gov/mesh/D012189
https://id.nlm.nih.gov/mesh/D012307
title_short Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
title_full Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
title_fullStr Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
title_full_unstemmed Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
title_sort Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data
dc.creator.fl_str_mv Bedoya Berrío, Gabriel de Jesús
Ruíz Linares, Andrés
Scherer, Dominique
Brinster, Regina
Boekstegers, Felix
Marcelain, Katherine
Gárate-Calderón, Valentina
Müller, Bettina
de Toro, Gonzalo
Retamales, Javier
Barajas, Olga
Ahumada, Monica
Morales, Erik
Rojas, Armando
Sanhueza, Verónica
Loader, Denisse
Rivera, María Teresa
Gutiérrez, Lorena
Bernal, Giuliano
Ortega, Alejandro
Montalvo, Domingo
Portiño, Sergio
Bertrán, Maria Enriqueta
Gabler, Fernando
Spencer, Loreto
Olloquequi, Jordi
Fischer, Christine
Jenab, Mazda
Aleksandrova, Krasimira
Katzke, Verena
Weiderpass, Elisabete
Bonet, Catalina
Moradi, Tahereh
Fischer, Krista
Bossers, Willem
Brenner, Hermann
Hveem, Kristian
Eklund, Niina
Völker, Uwe
Waldenberger, Melanie
Fuentes Guajardo, Macarena
González José, Rolando
Bortolini, Maria C.
Canizales Quinteros, Samuel
Gallo, Carla
Barahona Ponce, Carol
Rothhammer, Francisco
Bermejo, Justo Lorenzo
dc.contributor.author.none.fl_str_mv Bedoya Berrío, Gabriel de Jesús
Ruíz Linares, Andrés
Scherer, Dominique
Brinster, Regina
Boekstegers, Felix
Marcelain, Katherine
Gárate-Calderón, Valentina
Müller, Bettina
de Toro, Gonzalo
Retamales, Javier
Barajas, Olga
Ahumada, Monica
Morales, Erik
Rojas, Armando
Sanhueza, Verónica
Loader, Denisse
Rivera, María Teresa
Gutiérrez, Lorena
Bernal, Giuliano
Ortega, Alejandro
Montalvo, Domingo
Portiño, Sergio
Bertrán, Maria Enriqueta
Gabler, Fernando
Spencer, Loreto
Olloquequi, Jordi
Fischer, Christine
Jenab, Mazda
Aleksandrova, Krasimira
Katzke, Verena
Weiderpass, Elisabete
Bonet, Catalina
Moradi, Tahereh
Fischer, Krista
Bossers, Willem
Brenner, Hermann
Hveem, Kristian
Eklund, Niina
Völker, Uwe
Waldenberger, Melanie
Fuentes Guajardo, Macarena
González José, Rolando
Bortolini, Maria C.
Canizales Quinteros, Samuel
Gallo, Carla
Barahona Ponce, Carol
Rothhammer, Francisco
Bermejo, Justo Lorenzo
dc.contributor.researchgroup.spa.fl_str_mv Genética Molecular (GENMOL)
dc.subject.decs.none.fl_str_mv Body Mass Index
Índice de Masa Corporal
C-Reactive Protein
Proteína C-Reactiva
Gallbladder Neoplasms
Neoplasias de la Vesícula Biliar
Gallstones
Cálculos Biliares
Genetic Predisposition to Disease
Predisposición Genética a la Enfermedad
Genetic Variation
Variación Genética
Mendelian Randomization Analysis
Análisis de la Aleatorización Mendeliana
Prospective Studies
Estudios Prospectivos
Retrospective Studies
Estudios Retrospectivos
Risk Factors
Factores de Riesgo
topic Body Mass Index
Índice de Masa Corporal
C-Reactive Protein
Proteína C-Reactiva
Gallbladder Neoplasms
Neoplasias de la Vesícula Biliar
Gallstones
Cálculos Biliares
Genetic Predisposition to Disease
Predisposición Genética a la Enfermedad
Genetic Variation
Variación Genética
Mendelian Randomization Analysis
Análisis de la Aleatorización Mendeliana
Prospective Studies
Estudios Prospectivos
Retrospective Studies
Estudios Retrospectivos
Risk Factors
Factores de Riesgo
https://id.nlm.nih.gov/mesh/D015992
https://id.nlm.nih.gov/mesh/D002097
https://id.nlm.nih.gov/mesh/D005706
https://id.nlm.nih.gov/mesh/D042882
https://id.nlm.nih.gov/mesh/D020022
https://id.nlm.nih.gov/mesh/D014644
https://id.nlm.nih.gov/mesh/D057182
https://id.nlm.nih.gov/mesh/D011446
https://id.nlm.nih.gov/mesh/D012189
https://id.nlm.nih.gov/mesh/D012307
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D015992
https://id.nlm.nih.gov/mesh/D002097
https://id.nlm.nih.gov/mesh/D005706
https://id.nlm.nih.gov/mesh/D042882
https://id.nlm.nih.gov/mesh/D020022
https://id.nlm.nih.gov/mesh/D014644
https://id.nlm.nih.gov/mesh/D057182
https://id.nlm.nih.gov/mesh/D011446
https://id.nlm.nih.gov/mesh/D012189
https://id.nlm.nih.gov/mesh/D012307
description ABSTRACT: Background and aims: Gallbladder cancer (GBC) is a neglected disease with substantial geographical variability: Chile shows the highest incidence worldwide, while GBC is relatively rare in Europe. Here, we investigate the causal effects of risk factors considered in current GBC prevention programs as well as C-reactive protein (CRP) level as a marker of chronic inflammation. Approach and results: We applied two-sample Mendelian randomization (MR) using publicly available data and our own data from a retrospective Chilean and a prospective European study. Causality was assessed by inverse variance weighted (IVW), MR-Egger regression, and weighted median estimates complemented with sensitivity analyses on potential heterogeneity and pleiotropy, two-step MR, and mediation analysis. We found evidence for a causal effect of gallstone disease on GBC risk in Chileans (P = 9 × 10-5 ) and Europeans (P = 9 × 10-5 ). A genetically elevated body mass index (BMI) increased GBC risk in Chileans (P = 0.03), while higher CRP concentrations increased GBC risk in Europeans (P = 4.1 × 10-6 ). European results suggest causal effects of BMI on gallstone disease (P = 0.008); public Chilean data were not, however, available to enable assessment of the mediation effects among causal GBC risk factors. Conclusions: Two risk factors considered in the current Chilean program for GBC prevention are causally linked to GBC risk: gallstones and BMI. For Europeans, BMI showed a causal effect on gallstone risk, which was itself causally linked to GBC risk.
publishDate 2021
dc.date.issued.none.fl_str_mv 2021
dc.date.accessioned.none.fl_str_mv 2024-08-11T18:16:20Z
dc.date.available.none.fl_str_mv 2024-08-11T18:16:20Z
dc.type.spa.fl_str_mv Artículo de investigación
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/ART
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dc.identifier.citation.spa.fl_str_mv Barahona Ponce C, Scherer D, Brinster R, Boekstegers F, Marcelain K, Gárate-Calderón V, Müller B, de Toro G, Retamales J, Barajas O, Ahumada M, Morales E, Rojas A, Sanhueza V, Loader D, Rivera MT, Gutiérrez L, Bernal G, Ortega A, Montalvo D, Portiño S, Bertrán ME, Gabler F, Spencer L, Olloquequi J, Fischer C, Jenab M, Aleksandrova K, Katzke V, Weiderpass E, Bonet C, Moradi T, Fischer K, Bossers W, Brenner H, Hveem K, Eklund N, Völker U, Waldenberger M, Fuentes Guajardo M, Gonzalez-Jose R, Bedoya G, Bortolini MC, Canizales-Quinteros S, Gallo C, Ruiz-Linares A, Rothhammer F, Lorenzo Bermejo J. Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data. Hepatology. 2021 May;73(5):1783-1796. doi: 10.1002/hep.31537.
dc.identifier.issn.none.fl_str_mv 0270-9139
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/41093
dc.identifier.doi.none.fl_str_mv 10.1002/hep.31537
dc.identifier.eissn.none.fl_str_mv 1527-3350
identifier_str_mv Barahona Ponce C, Scherer D, Brinster R, Boekstegers F, Marcelain K, Gárate-Calderón V, Müller B, de Toro G, Retamales J, Barajas O, Ahumada M, Morales E, Rojas A, Sanhueza V, Loader D, Rivera MT, Gutiérrez L, Bernal G, Ortega A, Montalvo D, Portiño S, Bertrán ME, Gabler F, Spencer L, Olloquequi J, Fischer C, Jenab M, Aleksandrova K, Katzke V, Weiderpass E, Bonet C, Moradi T, Fischer K, Bossers W, Brenner H, Hveem K, Eklund N, Völker U, Waldenberger M, Fuentes Guajardo M, Gonzalez-Jose R, Bedoya G, Bortolini MC, Canizales-Quinteros S, Gallo C, Ruiz-Linares A, Rothhammer F, Lorenzo Bermejo J. Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data. Hepatology. 2021 May;73(5):1783-1796. doi: 10.1002/hep.31537.
0270-9139
10.1002/hep.31537
1527-3350
url https://hdl.handle.net/10495/41093
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Hepatology
dc.relation.citationendpage.spa.fl_str_mv 1796
dc.relation.citationissue.spa.fl_str_mv 5
dc.relation.citationstartpage.spa.fl_str_mv 1783
dc.relation.citationvolume.spa.fl_str_mv 73
dc.relation.ispartofjournal.spa.fl_str_mv Hepatology
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spelling Bedoya Berrío, Gabriel de JesúsRuíz Linares, AndrésScherer, DominiqueBrinster, ReginaBoekstegers, FelixMarcelain, KatherineGárate-Calderón, ValentinaMüller, Bettinade Toro, GonzaloRetamales, JavierBarajas, OlgaAhumada, MonicaMorales, ErikRojas, ArmandoSanhueza, VerónicaLoader, DenisseRivera, María TeresaGutiérrez, LorenaBernal, GiulianoOrtega, AlejandroMontalvo, DomingoPortiño, SergioBertrán, Maria EnriquetaGabler, FernandoSpencer, LoretoOlloquequi, JordiFischer, ChristineJenab, MazdaAleksandrova, KrasimiraKatzke, VerenaWeiderpass, ElisabeteBonet, CatalinaMoradi, TaherehFischer, KristaBossers, WillemBrenner, HermannHveem, KristianEklund, NiinaVölker, UweWaldenberger, MelanieFuentes Guajardo, MacarenaGonzález José, RolandoBortolini, Maria C.Canizales Quinteros, SamuelGallo, CarlaBarahona Ponce, CarolRothhammer, FranciscoBermejo, Justo LorenzoGenética Molecular (GENMOL)2024-08-11T18:16:20Z2024-08-11T18:16:20Z2021Barahona Ponce C, Scherer D, Brinster R, Boekstegers F, Marcelain K, Gárate-Calderón V, Müller B, de Toro G, Retamales J, Barajas O, Ahumada M, Morales E, Rojas A, Sanhueza V, Loader D, Rivera MT, Gutiérrez L, Bernal G, Ortega A, Montalvo D, Portiño S, Bertrán ME, Gabler F, Spencer L, Olloquequi J, Fischer C, Jenab M, Aleksandrova K, Katzke V, Weiderpass E, Bonet C, Moradi T, Fischer K, Bossers W, Brenner H, Hveem K, Eklund N, Völker U, Waldenberger M, Fuentes Guajardo M, Gonzalez-Jose R, Bedoya G, Bortolini MC, Canizales-Quinteros S, Gallo C, Ruiz-Linares A, Rothhammer F, Lorenzo Bermejo J. Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data. Hepatology. 2021 May;73(5):1783-1796. doi: 10.1002/hep.31537.0270-9139https://hdl.handle.net/10495/4109310.1002/hep.315371527-3350ABSTRACT: Background and aims: Gallbladder cancer (GBC) is a neglected disease with substantial geographical variability: Chile shows the highest incidence worldwide, while GBC is relatively rare in Europe. Here, we investigate the causal effects of risk factors considered in current GBC prevention programs as well as C-reactive protein (CRP) level as a marker of chronic inflammation. Approach and results: We applied two-sample Mendelian randomization (MR) using publicly available data and our own data from a retrospective Chilean and a prospective European study. Causality was assessed by inverse variance weighted (IVW), MR-Egger regression, and weighted median estimates complemented with sensitivity analyses on potential heterogeneity and pleiotropy, two-step MR, and mediation analysis. We found evidence for a causal effect of gallstone disease on GBC risk in Chileans (P = 9 × 10-5 ) and Europeans (P = 9 × 10-5 ). A genetically elevated body mass index (BMI) increased GBC risk in Chileans (P = 0.03), while higher CRP concentrations increased GBC risk in Europeans (P = 4.1 × 10-6 ). European results suggest causal effects of BMI on gallstone disease (P = 0.008); public Chilean data were not, however, available to enable assessment of the mediation effects among causal GBC risk factors. Conclusions: Two risk factors considered in the current Chilean program for GBC prevention are causally linked to GBC risk: gallstones and BMI. For Europeans, BMI showed a causal effect on gallstone risk, which was itself causally linked to GBC risk.Federal Ministry of Education and ResearchBiobanking and Biomolecular Resources Research Infrastructure ConsortiumHorizon 2020 research and innovation programHeidelberg UniversityUniversidad de ChileUK BiobankCOL000672314 páginasapplication/pdfengWilliams & WilkinsBaltimore, Estados Unidoshttp://creativecommons.org/licenses/by-nc/2.5/co/https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype DataArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionBody Mass IndexÍndice de Masa CorporalC-Reactive ProteinProteína C-ReactivaGallbladder NeoplasmsNeoplasias de la Vesícula BiliarGallstonesCálculos BiliaresGenetic Predisposition to DiseasePredisposición Genética a la EnfermedadGenetic VariationVariación GenéticaMendelian Randomization AnalysisAnálisis de la Aleatorización MendelianaProspective StudiesEstudios ProspectivosRetrospective StudiesEstudios RetrospectivosRisk FactorsFactores de Riesgohttps://id.nlm.nih.gov/mesh/D015992https://id.nlm.nih.gov/mesh/D002097https://id.nlm.nih.gov/mesh/D005706https://id.nlm.nih.gov/mesh/D042882https://id.nlm.nih.gov/mesh/D020022https://id.nlm.nih.gov/mesh/D014644https://id.nlm.nih.gov/mesh/D057182https://id.nlm.nih.gov/mesh/D011446https://id.nlm.nih.gov/mesh/D012189https://id.nlm.nih.gov/mesh/D012307Hepatology17965178373Hepatologygrants 01DN15021 y 01KT1510grant 313010grant 825741grant LO 2061/1application number 58030RoR:04pz7b180RoR:00pwncn89RoR:038t36y30RoR:047gc3g35RoR:02frzq211PublicationCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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