Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status
Selenoprotein genetic variations and suboptimal selenium (Se) levels may contribute to the risk of colorectal cancer (CRC) development. We examined the association between CRC risk and genotype for single nucleotide polymorphisms (SNPs) in selenoprotein and Se metabolic pathway genes. <i>Illum...
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2019-04-01
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Series: | Nutrients |
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Online Access: | https://www.mdpi.com/2072-6643/11/4/935 |
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language |
English |
format |
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sources |
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author |
Veronika Fedirko Mazda Jenab Catherine Méplan Jeb S. Jones Wanzhe Zhu Lutz Schomburg Afshan Siddiq Sandra Hybsier Kim Overvad Anne Tjønneland Hanane Omichessan Vittorio Perduca Marie-Christine Boutron-Ruault Tilman Kühn Verena Katzke Krasimira Aleksandrova Antonia Trichopoulou Anna Karakatsani Anastasia Kotanidou Rosario Tumino Salvatore Panico Giovanna Masala Claudia Agnoli Alessio Naccarati Bas Bueno-de-Mesquita Roel C.H. Vermeulen Elisabete Weiderpass Guri Skeie Therese Haugdahl Nøst Leila Lujan-Barroso J. Ramón Quirós José María Huerta Miguel Rodríguez-Barranco Aurelio Barricarte Björn Gylling Sophia Harlid Kathryn E. Bradbury Nick Wareham Kay-Tee Khaw Marc Gunter Neil Murphy Heinz Freisling Kostas Tsilidis Dagfinn Aune Elio Riboli John E. Hesketh David J. Hughes |
spellingShingle |
Veronika Fedirko Mazda Jenab Catherine Méplan Jeb S. Jones Wanzhe Zhu Lutz Schomburg Afshan Siddiq Sandra Hybsier Kim Overvad Anne Tjønneland Hanane Omichessan Vittorio Perduca Marie-Christine Boutron-Ruault Tilman Kühn Verena Katzke Krasimira Aleksandrova Antonia Trichopoulou Anna Karakatsani Anastasia Kotanidou Rosario Tumino Salvatore Panico Giovanna Masala Claudia Agnoli Alessio Naccarati Bas Bueno-de-Mesquita Roel C.H. Vermeulen Elisabete Weiderpass Guri Skeie Therese Haugdahl Nøst Leila Lujan-Barroso J. Ramón Quirós José María Huerta Miguel Rodríguez-Barranco Aurelio Barricarte Björn Gylling Sophia Harlid Kathryn E. Bradbury Nick Wareham Kay-Tee Khaw Marc Gunter Neil Murphy Heinz Freisling Kostas Tsilidis Dagfinn Aune Elio Riboli John E. Hesketh David J. Hughes Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status Nutrients selenium selenium status selenoprotein gene variation selenium pathway colorectal neoplasms selenoprotein P prospective cohort colorectal cancer risk genetic epidemiology biomarkers |
author_facet |
Veronika Fedirko Mazda Jenab Catherine Méplan Jeb S. Jones Wanzhe Zhu Lutz Schomburg Afshan Siddiq Sandra Hybsier Kim Overvad Anne Tjønneland Hanane Omichessan Vittorio Perduca Marie-Christine Boutron-Ruault Tilman Kühn Verena Katzke Krasimira Aleksandrova Antonia Trichopoulou Anna Karakatsani Anastasia Kotanidou Rosario Tumino Salvatore Panico Giovanna Masala Claudia Agnoli Alessio Naccarati Bas Bueno-de-Mesquita Roel C.H. Vermeulen Elisabete Weiderpass Guri Skeie Therese Haugdahl Nøst Leila Lujan-Barroso J. Ramón Quirós José María Huerta Miguel Rodríguez-Barranco Aurelio Barricarte Björn Gylling Sophia Harlid Kathryn E. Bradbury Nick Wareham Kay-Tee Khaw Marc Gunter Neil Murphy Heinz Freisling Kostas Tsilidis Dagfinn Aune Elio Riboli John E. Hesketh David J. Hughes |
author_sort |
Veronika Fedirko |
title |
Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status |
title_short |
Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status |
title_full |
Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status |
title_fullStr |
Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status |
title_full_unstemmed |
Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium Status |
title_sort |
association of selenoprotein and selenium pathway genotypes with risk of colorectal cancer and interaction with selenium status |
publisher |
MDPI AG |
series |
Nutrients |
issn |
2072-6643 |
publishDate |
2019-04-01 |
description |
Selenoprotein genetic variations and suboptimal selenium (Se) levels may contribute to the risk of colorectal cancer (CRC) development. We examined the association between CRC risk and genotype for single nucleotide polymorphisms (SNPs) in selenoprotein and Se metabolic pathway genes. <i>Illumina Goldengate</i> assays were designed and resulted in the genotyping of 1040 variants in 154 genes from 1420 cases and 1421 controls within the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Multivariable logistic regression revealed an association of 144 individual SNPs from 63 Se pathway genes with CRC risk. However, regarding the selenoprotein genes, only <i>TXNRD1</i> rs11111979 retained borderline statistical significance after adjustment for correlated tests (<i>P</i><sub>ACT</sub> = 0.10; <i>P</i><sub>ACT</sub> significance threshold was <i>P</i> < 0.1). SNPs in Wingless/Integrated (Wnt) and Transforming growth factor (TGF) beta-signaling genes (<i>FRZB</i>, <i>SMAD3</i>, <i>SMAD7</i>) from pathways affected by Se intake were also associated with CRC risk after multiple testing adjustments. Interactions with Se status (using existing serum Se and Selenoprotein P data) were tested at the SNP, gene, and pathway levels. Pathway analyses using the modified Adaptive Rank Truncated Product method suggested that genes and gene x Se status interactions in antioxidant, apoptosis, and TGF-beta signaling pathways may be associated with CRC risk. This study suggests that SNPs in the Se pathway alone or in combination with suboptimal Se status may contribute to CRC development. |
topic |
selenium selenium status selenoprotein gene variation selenium pathway colorectal neoplasms selenoprotein P prospective cohort colorectal cancer risk genetic epidemiology biomarkers |
url |
https://www.mdpi.com/2072-6643/11/4/935 |
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doaj-955e367994e949c3b84868a0c3902b602020-11-25T01:36:36ZengMDPI AGNutrients2072-66432019-04-0111493510.3390/nu11040935nu11040935Association of Selenoprotein and Selenium Pathway Genotypes with Risk of Colorectal Cancer and Interaction with Selenium StatusVeronika Fedirko0Mazda Jenab1Catherine Méplan2Jeb S. Jones3Wanzhe Zhu4Lutz Schomburg5Afshan Siddiq6Sandra Hybsier7Kim Overvad8Anne Tjønneland9Hanane Omichessan10Vittorio Perduca11Marie-Christine Boutron-Ruault12Tilman Kühn13Verena Katzke14Krasimira Aleksandrova15Antonia Trichopoulou16Anna Karakatsani17Anastasia Kotanidou18Rosario Tumino19Salvatore Panico20Giovanna Masala21Claudia Agnoli22Alessio Naccarati23Bas Bueno-de-Mesquita24Roel C.H. Vermeulen25Elisabete Weiderpass26Guri Skeie27Therese Haugdahl Nøst28Leila Lujan-Barroso29J. Ramón Quirós30José María Huerta31Miguel Rodríguez-Barranco32Aurelio Barricarte33Björn Gylling34Sophia Harlid35Kathryn E. Bradbury36Nick Wareham37Kay-Tee Khaw38Marc Gunter39Neil Murphy40Heinz Freisling41Kostas Tsilidis42Dagfinn Aune43Elio Riboli44John E. Hesketh45David J. Hughes46Department of Epidemiology, Rollins School of Public Health & Winship Cancer Institute, Emory University, Atlanta, GA 30322, USASection of Nutrition and Metabolism, International Agency for Research on Cancer, 69372 Lyon, FranceSchool of Biomedical Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UKDepartment of Epidemiology, Rollins School of Public Health & Winship Cancer Institute, Emory University, Atlanta, GA 30322, USADepartment of Epidemiology, Rollins School of Public Health & Winship Cancer Institute, Emory University, Atlanta, GA 30322, USAInstitute for Experimental Endocrinology, University Medical School, D-13353 Berlin, GermanyDepartment of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UKInstitute for Experimental Endocrinology, University Medical School, D-13353 Berlin, GermanyDepartment of Public Health, Section for Epidemiology, Aarhus University, 8000 Aarhus, DenmarkDiet, Genes and Environment Unit, Danish Cancer Society Research Center, DK 2100 Copenhagen, DenmarkFaculty of Medicine, CESP, University of Paris-Sud, Faculty of Medicine UVSQ, INSERM, University of Paris-Saclay, 94805 Villejuif, FranceFaculty of Medicine, CESP, University of Paris-Sud, Faculty of Medicine UVSQ, INSERM, University of Paris-Saclay, 94805 Villejuif, FranceFaculty of Medicine, CESP, University of Paris-Sud, Faculty of Medicine UVSQ, INSERM, University of Paris-Saclay, 94805 Villejuif, FranceDivision of Cancer Epidemiology, German Cancer Research Centre (DKFZ), 69120 Heidelberg, GermanyDivision of Cancer Epidemiology, German Cancer Research Centre (DKFZ), 69120 Heidelberg, GermanyDepartment of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, 14558 Nuthetal, GermanyHellenic Health Foundation, 115 27 Athens, GreeceHellenic Health Foundation, 115 27 Athens, GreeceHellenic Health Foundation, 115 27 Athens, GreeceCancer Registry and Histopathology Department, Civic M.P. Arezzo Hospital, 97100 Ragusa, ItalyDepartment of Clinical Medicine and Surgery, Federico II University, 80138 Naples, ItalyCancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute—ISPO, 50141 Florence, ItalyEpidemiology and Prevention Unit, IRCCS Foundation National Cancer Institute, 20133 Milan, ItalyMolecular and Genetic Epidemiology Unit, Italian Institute for Genomic Medicine (IIGM) Torino, 10126 Torino, ItalyDepartment of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UKInstitute of Risk Assessment Sciences, Utrecht University, 3512 JE Utrecht, The NetherlandsDepartment of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, N-0304 Oslo, NorwayDepartment of Community Medicine, University of Tromsø, The Arctic University of Norway, 9019 Tromsø, NorwayDepartment of Community Medicine, University of Tromsø, The Arctic University of Norway, 9019 Tromsø, NorwayUnit of Nutrition and Cancer, Catalan Institute of Oncology (ICO-IDIBELL), L’Hospitalet de Llobregat, 08908 Barcelona, SpainEPIC Asturias, Public Health Directorate, 33006 Oviedo, Asturias, SpainDepartment of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 30008 Murcia, SpainCIBER Epidemiology and Public Health (CIBERESP), 28029 Madrid, SpainCIBER Epidemiology and Public Health (CIBERESP), 28029 Madrid, SpainDepartment of Medical Biosciences, Pathology, Umea University, 901 87 Umea, SwedenDepartment of Radiation Sciences, Oncology, Umea University, 901 87 Umea, SwedenCancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UKMRC Epidemiology Unit, University of Cambridge, CB2 0QQ Cambridge, UKSchool of Clinical Medicine, University of Cambridge, Clinical Gerontology Unit, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UKSection of Nutrition and Metabolism, International Agency for Research on Cancer, 69372 Lyon, FranceSection of Nutrition and Metabolism, International Agency for Research on Cancer, 69372 Lyon, FranceSection of Nutrition and Metabolism, International Agency for Research on Cancer, 69372 Lyon, FranceDepartment of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UKDepartment of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UKDepartment of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UKSchool of Biomedical Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UKCancer Biology and Therapeutics Group, UCD Conway Institute, School of Biomolecular and Biomedical Science, University College Dublin, D04 V1W8 Dublin, IrelandSelenoprotein genetic variations and suboptimal selenium (Se) levels may contribute to the risk of colorectal cancer (CRC) development. We examined the association between CRC risk and genotype for single nucleotide polymorphisms (SNPs) in selenoprotein and Se metabolic pathway genes. <i>Illumina Goldengate</i> assays were designed and resulted in the genotyping of 1040 variants in 154 genes from 1420 cases and 1421 controls within the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Multivariable logistic regression revealed an association of 144 individual SNPs from 63 Se pathway genes with CRC risk. However, regarding the selenoprotein genes, only <i>TXNRD1</i> rs11111979 retained borderline statistical significance after adjustment for correlated tests (<i>P</i><sub>ACT</sub> = 0.10; <i>P</i><sub>ACT</sub> significance threshold was <i>P</i> < 0.1). SNPs in Wingless/Integrated (Wnt) and Transforming growth factor (TGF) beta-signaling genes (<i>FRZB</i>, <i>SMAD3</i>, <i>SMAD7</i>) from pathways affected by Se intake were also associated with CRC risk after multiple testing adjustments. Interactions with Se status (using existing serum Se and Selenoprotein P data) were tested at the SNP, gene, and pathway levels. Pathway analyses using the modified Adaptive Rank Truncated Product method suggested that genes and gene x Se status interactions in antioxidant, apoptosis, and TGF-beta signaling pathways may be associated with CRC risk. This study suggests that SNPs in the Se pathway alone or in combination with suboptimal Se status may contribute to CRC development.https://www.mdpi.com/2072-6643/11/4/935seleniumselenium statusselenoprotein gene variationselenium pathwaycolorectal neoplasmsselenoprotein Pprospective cohortcolorectal cancer riskgenetic epidemiologybiomarkers |