Syringol metabolites as new biomarkers for smoked meat intake

Author:

Wedekind Roland1ORCID,Keski-Rahkonen Pekka1,Robinot Nivonirina1,Viallon Vivian1,Ferrari Pietro1,Engel Erwan2,Boutron-Ruault Marie-Christine34ORCID,Mahamat-Saleh Yahya34,Mancini Francesca Romana34ORCID,Kühn Tilman5,Johnson Theron5ORCID,Boeing Heiner6ORCID,Bergmann Manuela6,Karakatsani Anna78ORCID,Trichopoulou Antonia7ORCID,Peppa Heleni7,Agnoli Claudia9ORCID,Santucci de Magistris Maria10,Palli Domenico11ORCID,Sacerdote Carlotta12ORCID,Tumino Rosario13,Gunter Marc J1,Huybrechts Inge1,Scalbert Augustin1ORCID

Affiliation:

1. Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France

2. Micro-contaminants, Aroma and Separative Sciences (MASS) Group, National Institute of Agricultural Research (INRA) UR370 QuaPA, Saint-Genès-Champanelle, France

3. Centre for Research in Epidemiology and Population Health (CESP), Faculty of Medicine, University of Paris-Sud, Faculty of Medicine, Versailles Saint-Quentin-en-Yvelines University, French Institute of Health and Medical Research (INSERM), University of Paris-Saclay, Villejuif, France

4. Gustave Roussy, Villejuif, France

5. Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany

6. Department of Epidemiology, German Institute of Human Nutrition, Nuthetal, Germany

7. Hellenic Health Foundation, Athens, Greece

8. Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, “Attikon” University Hospital, Haidari, Greece

9. Epidemiology and Prevention Unit, IRCCS National Cancer Institute Foundation, Milan, Italy

10. AOU Federico II, Naples, Italy

11. Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy

12. Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy

13. Cancer Registry and Histopathology Department, “Civic-M.P.Arezzo” Hospital, ASP, Ragusa, Italy

Abstract

ABSTRACT Background Processed meat intake is associated with a higher risk of colorectal and stomach cancers, coronary artery disease, and type 2 diabetes and with higher mortality, but the estimation of intake of different processed meat products in this heterogeneous food group in epidemiological studies remains challenging. Objective This work aimed at identifying novel biomarkers for processed meat intake using metabolomics. Methods An untargeted, multi-tiered metabolomics approach based on LC-MS was applied to 33 meat products digested in vitro and secondly to urine and plasma samples from a randomized crossover dietary intervention in which 12 volunteers consumed successively 3 processed meat products (bacon, salami, and hot dog) and 2 other foods used as controls, over 3 consecutive days. The putative biomarkers were then measured in urine from 474 subjects from the European Prospective Investigation into Cancer and Nutrition (EPIC) cross-sectional study for which detailed 24-h dietary recalls and FFQs were available. Results Syringol and 4 derivatives of syringol were found to be characteristic of in vitro digests of smoked meat products. The same compounds present as sulfate esters in urine increased at 2 and 12 h after consumption of smoked meat products (hot dog, bacon) in the intervention study. The same syringol sulfates were also positively associated with recent or habitual consumption of smoked meat products in urine samples from participants of the EPIC cross-sectional study. These compounds showed good discriminative ability for smoked meat intake with receiver operator characteristic areas under the curve ranging from 0.78 to 0.86 and 0.74 to 0.79 for short-term and habitual intake, respectively. Conclusions Four novel syringol sulfates were identified as potential biomarkers of smoked meat intake and may be used to improve assessment of smoked meat intake in epidemiological studies. This trial was registered at clinicaltrials.gov as NCT03354130.

Funder

International Agency for Research on Cancer

Mutuelle Générale de l'Education Nationale

Institut National de la Santé et de la Recherche Médicale

Deutsche Krebshilfe

Deutsches Krebsforschungszentrum

Federal Ministry of Education and Research

Ministry of Health and Social Solidarity

Stavros Niarchos Foundation

Hellenic Health Foundation

Italian Association for Research on Cancer

National Research Council

Publisher

Oxford University Press (OUP)

Subject

Nutrition and Dietetics,Medicine (miscellaneous)

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