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Targeted Plasma Metabolic Profiles and Risk of Recurrence in Stage II and III Colorectal Cancer Patients: Results from an International Cohort Consortium

1
Huntsman Cancer Institute Salt Lake City, Salt Lake City, UT 84112, USA
2
Department of Population Health Sciences, University of Utah, Salt Lake City, UT 84112, USA
3
Department of General, Visceral and Transplantation Surgery, University of Heidelberg, 1, 69117 Heidelberg, Germany
4
Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 23, 1090 Wien, Austria
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Department of Statistics and Operations Research, University of Vienna, 1, 1010 Wien, Austria
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Division of Human Nutrition and Health, Wageningen University & Research, 6708 Wageningen, The Netherlands
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Department of Epidemiology, GROW-School of Oncology and Developmental Biology, Maastricht University, 30, 6229 Maastricht, The Netherlands
8
Biomarkers Group, International Agency for Research on Cancer, 69372 Lyon, France
9
Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
10
Vanderbilt-Ingram Cancer Center, Nashville, TN 37232, USA
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Division of Preventive Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 460, 69120 Heidelberg, Germany
12
Klinik für Allgemein-, Viszeral-, Thorax- und Gefäßchirurgie, Städtische Kliniken Neuss, 84, 41464 Neuss, Germany
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BEVITAL, 87, 5021 Bergen, Norway
14
Genome Biology, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
*
Author to whom correspondence should be addressed.
Academic Editors: Vladimir V. Tolstikov and Márcia Carvalho
Metabolites 2021, 11(3), 129; https://doi.org/10.3390/metabo11030129
Received: 1 January 2021 / Revised: 20 February 2021 / Accepted: 21 February 2021 / Published: 24 February 2021
(This article belongs to the Special Issue Metabolomics and Its Application in Human Diseases Volume 2)
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. View Full-Text
Keywords: colorectal cancer; recurrence; targeted metabolomics colorectal cancer; recurrence; targeted metabolomics
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MDPI and ACS Style

Ose, J.; Gigic, B.; Brezina, S.; Lin, T.; Baierl, A.; Geijsen, A.J.M.R.; van Roekel, E.; Robinot, N.; Gicquiau, A.; Achaintre, D.; Keski-Rahkonen, P.; van Duijnhoven, F.J.B.; Gumpenberger, T.; Holowatyj, A.N.; Kok, D.E.; Koole, A.; Schrotz-King, P.; Ulrich, A.B.; Schneider, M.; Ulvik, A.; Ueland, P.-M.; Weijenberg, M.P.; Habermann, N.; Scalbert, A.; Gsur, A.; Ulrich, C.M. Targeted Plasma Metabolic Profiles and Risk of Recurrence in Stage II and III Colorectal Cancer Patients: Results from an International Cohort Consortium. Metabolites 2021, 11, 129. https://doi.org/10.3390/metabo11030129

AMA Style

Ose J, Gigic B, Brezina S, Lin T, Baierl A, Geijsen AJMR, van Roekel E, Robinot N, Gicquiau A, Achaintre D, Keski-Rahkonen P, van Duijnhoven FJB, Gumpenberger T, Holowatyj AN, Kok DE, Koole A, Schrotz-King P, Ulrich AB, Schneider M, Ulvik A, Ueland P-M, Weijenberg MP, Habermann N, Scalbert A, Gsur A, Ulrich CM. Targeted Plasma Metabolic Profiles and Risk of Recurrence in Stage II and III Colorectal Cancer Patients: Results from an International Cohort Consortium. Metabolites. 2021; 11(3):129. https://doi.org/10.3390/metabo11030129

Chicago/Turabian Style

Ose, Jennifer, 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, and Cornelia M. Ulrich. 2021. "Targeted Plasma Metabolic Profiles and Risk of Recurrence in Stage II and III Colorectal Cancer Patients: Results from an International Cohort Consortium" Metabolites 11, no. 3: 129. https://doi.org/10.3390/metabo11030129

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