TY - JOUR
T1 - Higher Plasma Creatinine Is Associated with an Increased Risk of Death in Patients with Non-Metastatic Rectal but Not Colon Cancer
T2 - Results from an International Cohort Consortium
AU - Ose, Jennifer
AU - Gigic, Biljana
AU - Brezina, Stefanie
AU - Lin, Tengda
AU - Peoples, Anita R.
AU - Schobert, Pauline P.
AU - Baierl, Andreas
AU - van Roekel, Eline
AU - Robinot, Nivonirina
AU - Gicquiau, Audrey
AU - Achaintre, David
AU - Scalbert, Augustin
AU - van Duijnhoven, Fränzel J.B.
AU - Holowatyj, Andreana N.
AU - Gumpenberger, Tanja
AU - Schrotz-King, Petra
AU - Ulrich, Alexis B.
AU - Ulvik, Arve
AU - Ueland, Per Magne
AU - Weijenberg, Matty P.
AU - Habermann, Nina
AU - Keski-Rahkonen, Pekka
AU - Gsur, Andrea
AU - Kok, Dieuwertje E.
AU - Ulrich, Cornelia M.
PY - 2023/7
Y1 - 2023/7
N2 - 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.
AB - 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.
KW - all-cause mortality
KW - colon cancer
KW - creatinine
KW - metabolites
KW - rectal cancer
KW - starch and sucrose pathway
U2 - 10.3390/cancers15133391
DO - 10.3390/cancers15133391
M3 - Article
AN - SCOPUS:85164942859
SN - 2072-6694
VL - 15
JO - Cancers
JF - Cancers
IS - 13
M1 - 3391
ER -