BMC Medicine (Sep 2019)
Prospective analysis of circulating metabolites and breast cancer in EPIC
- Mathilde His,
- Vivian Viallon,
- Laure Dossus,
- Audrey Gicquiau,
- David Achaintre,
- Augustin Scalbert,
- Pietro Ferrari,
- Isabelle Romieu,
- N. Charlotte Onland-Moret,
- Elisabete Weiderpass,
- Christina C. Dahm,
- Kim Overvad,
- Anja Olsen,
- Anne Tjønneland,
- Agnès Fournier,
- Joseph A. Rothwell,
- Gianluca Severi,
- Tilman Kühn,
- Renée T. Fortner,
- Heiner Boeing,
- Antonia Trichopoulou,
- Anna Karakatsani,
- Georgia Martimianaki,
- Giovanna Masala,
- Sabina Sieri,
- Rosario Tumino,
- Paolo Vineis,
- Salvatore Panico,
- Carla H. van Gils,
- Therese H. Nøst,
- Torkjel M. Sandanger,
- Guri Skeie,
- J. Ramón Quirós,
- Antonio Agudo,
- Maria-Jose Sánchez,
- Pilar Amiano,
- José María Huerta,
- Eva Ardanaz,
- Julie A. Schmidt,
- Ruth C. Travis,
- Elio Riboli,
- Konstantinos K. Tsilidis,
- Sofia Christakoudi,
- Marc J. Gunter,
- Sabina Rinaldi
Affiliations
- Mathilde His
- International Agency for Research on Cancer
- Vivian Viallon
- International Agency for Research on Cancer
- Laure Dossus
- International Agency for Research on Cancer
- Audrey Gicquiau
- International Agency for Research on Cancer
- David Achaintre
- International Agency for Research on Cancer
- Augustin Scalbert
- International Agency for Research on Cancer
- Pietro Ferrari
- International Agency for Research on Cancer
- Isabelle Romieu
- Centre for Research on Population Health, National Institute of Public Health
- N. Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University
- Elisabete Weiderpass
- International Agency for Research on Cancer
- Christina C. Dahm
- Department of Public Health, Aarhus University
- Kim Overvad
- Department of Public Health, Aarhus University
- Anja Olsen
- Danish Cancer Society Research Center
- Anne Tjønneland
- Danish Cancer Society Research Center
- Agnès Fournier
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay
- Joseph A. Rothwell
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay
- Gianluca Severi
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay
- Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Renée T. Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE)
- Antonia Trichopoulou
- Hellenic Health Foundation
- Anna Karakatsani
- Hellenic Health Foundation
- Georgia Martimianaki
- Hellenic Health Foundation
- Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network – ISPRO
- Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano
- Rosario Tumino
- Cancer Registry and Histopathology Department, “M.P.Arezzo”Hospital, ASP Ragusa
- Paolo Vineis
- Italian Institute for Genomic Medicine (IIGM)
- Salvatore Panico
- Dipartimento di medicina clinica e chirurgia, Federico II University
- Carla H. van Gils
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University
- Therese H. Nøst
- Department of Community Medicine, UiT the Arctic University of Norway
- Torkjel M. Sandanger
- Department of Community Medicine, UiT the Arctic University of Norway
- Guri Skeie
- Department of Community Medicine, UiT the Arctic University of Norway
- J. Ramón Quirós
- Public Health Directorate
- Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L’Hospitalet de Llobregat
- Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.GRANADA, Universidad de Granada
- Pilar Amiano
- CIBER Epidemiology and Public Health CIBERESP
- José María Huerta
- CIBER Epidemiology and Public Health CIBERESP
- Eva Ardanaz
- CIBER Epidemiology and Public Health CIBERESP
- Julie A. Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford
- Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford
- Elio Riboli
- Department of Epidemiology and Biostatistics, Imperial College London, St Mary’s Campus
- Konstantinos K. Tsilidis
- Department of Epidemiology and Biostatistics, Imperial College London, St Mary’s Campus
- Sofia Christakoudi
- Department of Epidemiology and Biostatistics, Imperial College London, St Mary’s Campus
- Marc J. Gunter
- International Agency for Research on Cancer
- Sabina Rinaldi
- International Agency for Research on Cancer
- DOI
- https://doi.org/10.1186/s12916-019-1408-4
- Journal volume & issue
-
Vol. 17,
no. 1
pp. 1 – 13
Abstract
Abstract Background Metabolomics is a promising molecular tool to identify novel etiologic pathways leading to cancer. Using a targeted approach, we prospectively investigated the associations between metabolite concentrations in plasma and breast cancer risk. Methods A nested case-control study was established within the European Prospective Investigation into Cancer cohort, which included 1624 first primary incident invasive breast cancer cases (with known estrogen and progesterone receptor and HER2 status) and 1624 matched controls. Metabolites (n = 127, acylcarnitines, amino acids, biogenic amines, glycerophospholipids, hexose, sphingolipids) were measured by mass spectrometry in pre-diagnostic plasma samples and tested for associations with breast cancer incidence using multivariable conditional logistic regression. Results Among women not using hormones at baseline (n = 2248), and after control for multiple tests, concentrations of arginine (odds ratio [OR] per SD = 0.79, 95% confidence interval [CI] = 0.70–0.90), asparagine (OR = 0.83 (0.74–0.92)), and phosphatidylcholines (PCs) ae C36:3 (OR = 0.83 (0.76–0.90)), aa C36:3 (OR = 0.84 (0.77–0.93)), ae C34:2 (OR = 0.85 (0.78–0.94)), ae C36:2 (OR = 0.85 (0.78–0.88)), and ae C38:2 (OR = 0.84 (0.76–0.93)) were inversely associated with breast cancer risk, while the acylcarnitine C2 (OR = 1.23 (1.11–1.35)) was positively associated with disease risk. In the overall population, C2 (OR = 1.15 (1.06–1.24)) and PC ae C36:3 (OR = 0.88 (0.82–0.95)) were associated with risk of breast cancer, and these relationships did not differ by breast cancer subtype, age at diagnosis, fasting status, menopausal status, or adiposity. Conclusions These findings point to potentially novel pathways and biomarkers of breast cancer development. Results warrant replication in other epidemiological studies.
Keywords