Author:
His Mathilde,Viallon Vivian,Dossus Laure,Schmidt Julie A.,Travis Ruth C.,Gunter Marc J.,Overvad Kim,Kyrø Cecilie,Tjønneland Anne,Lécuyer Lucie,Rothwell Joseph A.,Severi Gianluca,Johnson Theron,Katzke Verena,Schulze Matthias B.,Masala Giovanna,Sieri Sabina,Panico Salvatore,Tumino Rosario,Macciotta Alessandra,Boer Jolanda M. A.,Monninkhof Evelyn M.,Olsen Karina Standahl,Nøst Therese H.,Sandanger Torkjel M.,Agudo Antonio,Sánchez Maria-Jose,Amiano Pilar,Colorado-Yohar Sandra M.,Ardanaz Eva,Vidman Linda,Winkvist Anna,Heath Alicia K.,Weiderpass Elisabete,Huybrechts Inge,Rinaldi Sabina
Abstract
Abstract
Background
Metabolomics is a promising molecular tool for identifying novel etiological pathways leading to cancer. In an earlier prospective study among pre- and postmenopausal women not using exogenous hormones, we observed a higher risk of breast cancer associated with higher blood concentrations of one metabolite (acetylcarnitine) and a lower risk associated with higher blood concentrations of seven others (arginine, asparagine, phosphatidylcholines (PCs) aa C36:3, ae C34:2, ae C36:2, ae C36:3, and ae C38:2).
Methods
To identify determinants of these breast cancer-related metabolites, we conducted a cross-sectional analysis to identify their lifestyle and anthropometric correlates in 2358 women, who were previously included as controls in case-control studies nested within the European Prospective Investigation into Cancer and Nutrition cohort and not using exogenous hormones at blood collection. Associations of each metabolite concentration with 42 variables were assessed using linear regression models in a discovery set of 1572 participants. Significant associations were evaluated in a validation set (n = 786).
Results
For the metabolites previously associated with a lower risk of breast cancer, concentrations of PCs ae C34:2, C36:2, C36:3, and C38:2 were negatively associated with adiposity and positively associated with total and saturated fat intakes. PC ae C36:2 was also negatively associated with alcohol consumption and positively associated with two scores reflecting adherence to a healthy lifestyle. Asparagine concentration was negatively associated with adiposity. Arginine and PC aa C36:3 concentrations were not associated to any of the factors examined. For the metabolite previously associated with a higher risk of breast cancer, acetylcarnitine, a positive association with age was observed.
Conclusions
These associations may indicate possible mechanisms underlying associations between lifestyle and anthropometric factors, and risk of breast cancer. Further research is needed to identify potential non-lifestyle correlates of the metabolites investigated.
Funder
fondation arc
institut national du cancer
centre international de recherche sur le cancer
department of epidemiology and biostatistics, school of publich health, imperial college london
danish cancer society
ligue contre le cancer
institut gustave-roussy
mutuelle générale de l'education nationale
institut national de la santé et de la recherche médicale
german cancer aid
german cancer research center
german institute of human nutrition potsdam-rehbruecke
federal ministry of education and research
associazione italiana per la ricerca sul cancro-airc-italy
compagnia di sanpaolo
consiglio nazionale delle ricerche
ministerie van volksgezondheid, welzijn en sport
lk research funds
dutch prevention funds
dutch zon
wereld kanker onderzoek fonds
health research fund
instituto de salud carlos iii
regional governments of andalucía, asturias, basque country, murcia and navarra
catalan institute of oncology - ico
swedish cancer society
swedish research council
county councils of skåne and västerbotten
cancer research uk
medical research council
Publisher
Springer Science and Business Media LLC