BMC Medicine (Sep 2020)
Circulating bilirubin levels and risk of colorectal cancer: serological and Mendelian randomization analyses
- Nazlisadat Seyed Khoei,
- Mazda Jenab,
- Neil Murphy,
- Barbara L. Banbury,
- Robert Carreras-Torres,
- Vivian Viallon,
- Tilman Kühn,
- Bas Bueno-de-Mesquita,
- Krasimira Aleksandrova,
- Amanda J. Cross,
- Elisabete Weiderpass,
- Magdalena Stepien,
- Andrew Bulmer,
- Anne Tjønneland,
- Marie-Christine Boutron-Ruault,
- Gianluca Severi,
- Franck Carbonnel,
- Verena Katzke,
- Heiner Boeing,
- Manuela M. Bergmann,
- Antonia Trichopoulou,
- Anna Karakatsani,
- Georgia Martimianaki,
- Domenico Palli,
- Giovanna Tagliabue,
- Salvatore Panico,
- Rosario Tumino,
- Carlotta Sacerdote,
- Guri Skeie,
- Susana Merino,
- Catalina Bonet,
- Miguel Rodríguez-Barranco,
- Leire Gil,
- Maria-Dolores Chirlaque,
- Eva Ardanaz,
- Robin Myte,
- Johan Hultdin,
- Aurora Perez-Cornago,
- Dagfinn Aune,
- Konstantinos K. Tsilidis,
- Demetrius Albanes,
- John A. Baron,
- Sonja I. Berndt,
- Stéphane Bézieau,
- Hermann Brenner,
- Peter T. Campbell,
- Graham Casey,
- Andrew T. Chan,
- Jenny Chang-Claude,
- Stephen J. Chanock,
- Michelle Cotterchio,
- Steven Gallinger,
- Stephen B. Gruber,
- Robert W. Haile,
- Jochen Hampe,
- Michael Hoffmeister,
- John L. Hopper,
- Li Hsu,
- Jeroen R. Huyghe,
- Mark A. Jenkins,
- Amit D. Joshi,
- Ellen Kampman,
- Susanna C. Larsson,
- Loic Le Marchand,
- Christopher I. Li,
- Li Li,
- Annika Lindblom,
- Noralane M. Lindor,
- Vicente Martín,
- Victor Moreno,
- Polly A. Newcomb,
- Kenneth Offit,
- Shuji Ogino,
- Patrick S. Parfrey,
- Paul D. P. Pharoah,
- Gad Rennert,
- Lori C. Sakoda,
- Clemens Schafmayer,
- Stephanie L. Schmit,
- Robert E. Schoen,
- Martha L. Slattery,
- Stephen N. Thibodeau,
- Cornelia M. Ulrich,
- Franzel J. B. van Duijnhoven,
- Korbinian Weigl,
- Stephanie J. Weinstein,
- Emily White,
- Alicja Wolk,
- Michael O. Woods,
- Anna H. Wu,
- Xuehong Zhang,
- Pietro Ferrari,
- Gabriele Anton,
- Annette Peters,
- Ulrike Peters,
- Marc J. Gunter,
- Karl-Heinz Wagner,
- Heinz Freisling
Affiliations
- Nazlisadat Seyed Khoei
- Department of Nutritional Sciences, Faculty of Life Sciences, University of Vienna
- Mazda Jenab
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Neil Murphy
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Barbara L. Banbury
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Robert Carreras-Torres
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL). L’Hospitalet de Llobregat
- Vivian Viallon
- Nutritional Methodology and Biostatistics Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM)
- Krasimira Aleksandrova
- Group Nutrition, Immunity and Metabolism, Department of Nutrition and Gerontology, German Institute of Human Nutrition Potsdam-Rehbruecke
- Amanda J. Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London
- Elisabete Weiderpass
- International Agency for Research on Cancer (IARC-WHO)
- Magdalena Stepien
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Andrew Bulmer
- School of Medicine, Griffith University
- Anne Tjønneland
- Danish Cancer Society Research Center
- Marie-Christine Boutron-Ruault
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay
- Gianluca Severi
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay
- Franck Carbonnel
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay
- Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Postdam-Rehbrücke
- Manuela M. Bergmann
- Department of Epidemiology, German Institute of Human Nutrition Postdam-Rehbrücke
- Antonia Trichopoulou
- Hellenic Health Foundation
- Anna Karakatsani
- Hellenic Health Foundation
- Georgia Martimianaki
- Hellenic Health Foundation
- Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network – ISPRO
- Giovanna Tagliabue
- Lombardy Cancer Registry Unit, Fondazione IRCCS Istituto Nazionale dei Tumori
- Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University
- Rosario Tumino
- Cancer Registry and Histopathology Department, “M.P. Arezzo” Hospital, ASP Ragusa
- Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO)
- Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø (UiT), The Arctic University of Norway
- Susana Merino
- Public Health Directorate
- Catalina Bonet
- Cancer Epidemiology Research Program, Unit of Nutrition and Cancer, Catalan Institute of Oncology (ICO-IDIBELL)
- Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria, ibs. GRANADA, Universidad de Granada
- Leire Gil
- Public Health Division of Gipuzkoa-BIODONOSTIA, Basque Regional Health Department
- Maria-Dolores Chirlaque
- CIBER in Epidemiology and Public Health (CIBERESP)
- Eva Ardanaz
- CIBER in Epidemiology and Public Health (CIBERESP)
- Robin Myte
- Department of Radiation Sciences, Oncology Unit, Umeå University
- Johan Hultdin
- Department of Medical Biosciences, Clinical Chemistry, Umeå University
- Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford
- Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London
- Konstantinos K. Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London
- Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health
- John A. Baron
- Department of Medicine, University of North Carolina School of Medicine
- Sonja I. Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health
- Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes
- Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ)
- Peter T. Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society
- Graham Casey
- Center for Public Health Genomics, University of Virginia
- Andrew T. Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
- Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health
- Michelle Cotterchio
- Prevention and Cancer Control, Cancer Care Ontario
- Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto
- Stephen B. Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California
- Robert W. Haile
- Division of Oncology, Department of Medicine, Stanford University
- Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden)
- Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ)
- John L. Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne
- Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Jeroen R. Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Mark A. Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne
- Amit D. Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School
- Ellen Kampman
- Division of Human Nutrition, Wageningen University and Research
- Susanna C. Larsson
- Institute of Environmental Medicine, Karolinska Institutet
- Loic Le Marchand
- University of Hawaii Cancer Center
- Christopher I. Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Li Li
- Department of Family Medicine, University of Virginia
- Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital
- Noralane M. Lindor
- Department of Health Science Research, Mayo Clinic
- Vicente Martín
- CIBER in Epidemiology and Public Health (CIBERESP)
- Victor Moreno
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL). L’Hospitalet de Llobregat
- Polly A. Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center
- Shuji Ogino
- Broad Institute of MIT and Harvard
- Patrick S. Parfrey
- The Clinical Epidemiology Unit, Memorial University Medical School
- Paul D. P. Pharoah
- Department of Public Health and Primary Care, University of Cambridge
- Gad Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center
- Lori C. Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Clemens Schafmayer
- Department of General, Visceral, Vascular, and Transplantation Surgery, University Hospital Rostock
- Stephanie L. Schmit
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California
- Robert E. Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center
- Martha L. Slattery
- Department of Internal Medicine, University of Utah
- Stephen N. Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic
- Cornelia M. Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah
- Franzel J. B. van Duijnhoven
- Division of Human Nutrition, Wageningen University and Research
- Korbinian Weigl
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ)
- Stephanie J. Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health
- Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet
- Michael O. Woods
- Discipline of Genetics, Memorial University of Newfoundland
- Anna H. Wu
- University of Southern California, Preventative Medicine
- Xuehong Zhang
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School
- Pietro Ferrari
- Nutritional Methodology and Biostatistics Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Gabriele Anton
- Institute of Epidemiology, Helmholtz Zentrum Munich
- Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum Munich
- Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Marc J. Gunter
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- Karl-Heinz Wagner
- Department of Nutritional Sciences, Faculty of Life Sciences, University of Vienna
- Heinz Freisling
- Nutritional Methodology and Biostatistics Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO)
- DOI
- https://doi.org/10.1186/s12916-020-01703-w
- Journal volume & issue
-
Vol. 18,
no. 1
pp. 1 – 15
Abstract
Abstract Background Bilirubin, a byproduct of hemoglobin breakdown and purported anti-oxidant, is thought to be cancer preventive. We conducted complementary serological and Mendelian randomization (MR) analyses to investigate whether alterations in circulating levels of bilirubin are associated with risk of colorectal cancer (CRC). We decided a priori to perform analyses separately in men and women based on suggestive evidence that associations may differ by sex. Methods In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition (EPIC), pre-diagnostic unconjugated bilirubin (UCB, the main component of total bilirubin) concentrations were measured by high-performance liquid chromatography in plasma samples of 1386 CRC cases and their individually matched controls. Additionally, 115 single-nucleotide polymorphisms (SNPs) robustly associated (P < 5 × 10−8) with circulating total bilirubin were instrumented in a 2-sample MR to test for a potential causal effect of bilirubin on CRC risk in 52,775 CRC cases and 45,940 matched controls in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), the Colon Cancer Family Registry (CCFR), and the Colorectal Transdisciplinary (CORECT) study. Results The associations between circulating UCB levels and CRC risk differed by sex (P heterogeneity = 0.008). Among men, higher levels of UCB were positively associated with CRC risk (odds ratio [OR] = 1.19, 95% confidence interval [CI] = 1.04–1.36; per 1-SD increment of log-UCB). In women, an inverse association was observed (OR = 0.86 (0.76–0.97)). In the MR analysis of the main UGT1A1 SNP (rs6431625), genetically predicted higher levels of total bilirubin were associated with a 7% increase in CRC risk in men (OR = 1.07 (1.02–1.12); P = 0.006; per 1-SD increment of total bilirubin), while there was no association in women (OR = 1.01 (0.96–1.06); P = 0.73). Raised bilirubin levels, predicted by instrumental variables excluding rs6431625, were suggestive of an inverse association with CRC in men, but not in women. These differences by sex did not reach formal statistical significance (P heterogeneity ≥ 0.2). Conclusions Additional insight into the relationship between circulating bilirubin and CRC is needed in order to conclude on a potential causal role of bilirubin in CRC development.
Keywords