Higher Plasma Creatinine Is Associated with an Increased Risk of Death in Patients with Non-Metastatic Rectal but Not Colon Cancer: Results from an International Cohort Consortium

Author:

Ose Jennifer12ORCID,Gigic Biljana3ORCID,Brezina Stefanie4,Lin Tengda12,Peoples Anita R.12,Schobert Pauline P.1256ORCID,Baierl Andreas7ORCID,van Roekel Eline8ORCID,Robinot Nivonirina9ORCID,Gicquiau Audrey9,Achaintre David9,Scalbert Augustin9ORCID,van Duijnhoven Fränzel J. B.10,Holowatyj Andreana N.121112ORCID,Gumpenberger Tanja4ORCID,Schrotz-King Petra13ORCID,Ulrich Alexis B.314,Ulvik Arve15,Ueland Per-Magne15,Weijenberg Matty P.8,Habermann Nina16,Keski-Rahkonen Pekka9ORCID,Gsur Andrea4ORCID,Kok Dieuwertje E.10ORCID,Ulrich Cornelia M.12ORCID

Affiliation:

1. Huntsman Cancer Institute, 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, 69117 Heidelberg, Germany

4. Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 23, 1090 Vienna, Austria

5. School of Medicine, Ludwig-Maximilians University, 80539 Munich, Germany

6. School of Medicine, Technical University of Munich, 80333 Munich, Germany

7. Department of Statistics and Operations Research, University of Vienna, 1, 1010 Wien, Austria

8. Department of Epidemiology, GROW-School of Oncology and Developmental Biology, Maastricht University, 30, 6229 Maastricht, The Netherlands

9. Nutrition and Metabolism Branch, International Agency for Research on Cancer, WHO, 69366 Lyon, France

10. Division of Human Nutrition and Health, Wageningen University & Research, 6708 Wageningen, The Netherlands

11. Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA

12. Vanderbilt-Ingram Cancer Center, Nashville, TN 37232, USA

13. Division of Preventive Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany

14. Klinik für Allgemein-, Viszeral-, Thorax- und Gefäßchirurgie, Städtische Kliniken Neuss, 84, 41464 Neuss, Germany

15. BEVITAL, 87, 5021 Bergen, Norway

16. Genome Biology, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany

Abstract

Colorectal cancer (CRC) is increasingly recognized as a heterogeneous disease. No studies have prospectively examined associations of blood metabolite concentrations with all-cause mortality in patients with colon and rectal cancer separately. Targeted metabolomics (Biocrates AbsoluteIDQ p180) and pathway analyses (MetaboAnalyst 4.0) were performed on pre-surgery collected plasma from 674 patients with non-metastasized (stage I–III) colon (n = 394) or rectal cancer (n = 283). Metabolomics data and covariate information were received from the international cohort consortium MetaboCCC. Cox proportional hazards models were computed to investigate associations of 148 metabolite levels with all-cause mortality adjusted for age, sex, tumor stage, tumor site (whenever applicable), and cohort; the false discovery rate (FDR) was used to account for multiple testing. A total of 93 patients (14%) were deceased after an average follow-up time of 4.4 years (60 patients with colon cancer and 33 patients with rectal cancer). After FDR adjustment, higher plasma creatinine was associated with a 39% increase in all-cause mortality in patients with rectal cancer. HR: 1.39, 95% CI 1.23–1.72, pFDR = 0.03; but not colon cancer: pFDR = 0.96. Creatinine is a breakdown product of creatine phosphate in muscle and may reflect changes in skeletal muscle mass. The starch and sucrose metabolisms were associated with increased all-cause mortality in colon cancer but not in rectal cancer. Genes in the starch and sucrose metabolism pathways were previously linked to worse clinical outcomes in CRC. In summary, our findings support the hypothesis that colon and rectal cancer have different etiological and clinical outcomes that need to be considered for targeted treatments.

Funder

Austrian Science Fund

Federal Ministry of Education and Research

National Cancer Institute

Research Council of Norway

Dutch Cancer Society

Netherlands Organization for Health Research and Development

ERA-NET

Stichting Alpe d’HuZes within the research program ‘Leven met kanker’ of the Dutch Cancer Society

Kankeronderzoekfonds

Wereld Kanker Onderzoek Fonds

ERA-NET, TRANSCAN

Huntsman Cancer Foundation

Ruth L. Kirschstein National Research Service

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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