Targeted Plasma Metabolic Profiles and Risk of Recurrence in Stage II and III Colorectal Cancer Patients: Results from an International Cohort Consortium
Jennifer Ose,
Biljana Gigic,
Stefanie Brezina,
Tengda Lin,
Andreas Baierl,
Anne J. M. R. Geijsen,
Eline van Roekel,
Nivonirina Robinot,
Audrey Gicquiau,
David Achaintre,
Pekka Keski-Rahkonen,
Fränzel J. B. van Duijnhoven,
Tanja Gumpenberger,
Andreana N. Holowatyj,
Dieuwertje E. Kok,
Annaleen Koole,
Petra Schrotz-King,
Alexis B. Ulrich,
Martin Schneider,
Arve Ulvik,
Per-Magne Ueland,
Matty P. Weijenberg,
Nina Habermann,
Augustin Scalbert,
Andrea Gsur,
Cornelia M. Ulrich
Affiliations
Jennifer Ose
Huntsman Cancer Institute Salt Lake City, Salt Lake City, UT 84112, USA
Biljana Gigic
Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 1, 69117 Heidelberg, Germany
Stefanie Brezina
Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 23, 1090 Wien, Austria
Tengda Lin
Huntsman Cancer Institute Salt Lake City, Salt Lake City, UT 84112, USA
Andreas Baierl
Department of Statistics and Operations Research, University of Vienna, 1, 1010 Wien, Austria
Anne J. M. R. Geijsen
Division of Human Nutrition and Health, Wageningen University & Research, 6708 Wageningen, The Netherlands
Eline van Roekel
Department of Epidemiology, GROW-School of Oncology and Developmental Biology, Maastricht University, 30, 6229 Maastricht, The Netherlands
Nivonirina Robinot
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
Audrey Gicquiau
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
David Achaintre
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
Pekka Keski-Rahkonen
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
Fränzel J. B. van Duijnhoven
Division of Human Nutrition and Health, Wageningen University & Research, 6708 Wageningen, The Netherlands
Tanja Gumpenberger
Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 23, 1090 Wien, Austria
Andreana N. Holowatyj
Huntsman Cancer Institute Salt Lake City, Salt Lake City, UT 84112, USA
Dieuwertje E. Kok
Division of Human Nutrition and Health, Wageningen University & Research, 6708 Wageningen, The Netherlands
Annaleen Koole
Department of Epidemiology, GROW-School of Oncology and Developmental Biology, Maastricht University, 30, 6229 Maastricht, The Netherlands
Petra Schrotz-King
Division of Preventive Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 460, 69120 Heidelberg, Germany
Alexis B. Ulrich
Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 1, 69117 Heidelberg, Germany
Martin Schneider
Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 1, 69117 Heidelberg, Germany
Arve Ulvik
BEVITAL, 87, 5021 Bergen, Norway
Per-Magne Ueland
BEVITAL, 87, 5021 Bergen, Norway
Matty P. Weijenberg
Department of Epidemiology, GROW-School of Oncology and Developmental Biology, Maastricht University, 30, 6229 Maastricht, The Netherlands
Nina Habermann
Genome Biology, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
Augustin Scalbert
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
Andrea Gsur
Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 23, 1090 Wien, Austria
Cornelia M. Ulrich
Huntsman Cancer Institute Salt Lake City, Salt Lake City, UT 84112, USA
The identification of patients at high-risk for colorectal cancer (CRC) recurrence remains an unmet clinical need. The aim of this study was to investigate associations of metabolites with risk of recurrence in stage II/III CRC patients. A targeted metabolomics assay (128 metabolites measured) was performed on pre-surgery collected EDTA plasma samples from n = 440 newly diagnosed stage II/III CRC patients. Patients have been recruited from four prospective cohort studies as part of an international consortium: Metabolomic profiles throughout the continuum of CRC (MetaboCCC). Cox proportional hazard models were computed to investigate associations of metabolites with recurrence, adjusted for age, sex, tumor stage, tumor site, body mass index, and cohort; false discovery rate (FDR) was used to account for multiple testing. Sixty-nine patients (15%) had a recurrence after a median follow-up time of 20 months. We identified 13 metabolites that were nominally associated with a reduced risk of recurrence. None of the associations were statistically significant after controlling for multiple testing. Pathway topology analyses did not reveal statistically significant associations between recurrence and alterations in metabolic pathways (e.g., sphingolipid metabolism p = 0.04; pFDR = 1.00). To conclude, we did not observe statistically significant associations between metabolites and CRC recurrence using a well-established metabolomics assay. The observed results require follow-up in larger studies.