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Yes, it matters: in contrast to blood plasma, serum metabolomics is confounded by platelets

Hagn, G.; Meier-Menches, S. M.; Plessl-Walder, G.; Mitra, G.; Mohr, T.; Preindl, K.; Schlatter, A.; Schmidl, D.; Gerner, C.; Garhoefer, G.; Bileck, A.

2023-05-11 pharmacology and therapeutics
10.1101/2023.05.09.23289660
Show abstract

Metabolomics is an emerging and powerful molecular profiling method supporting clinical investigations. For clinical metabolomics studies, serum is commonly used. Serum is collected after blood coagulation, a complex biochemical process involving active platelet metabolism. This may proof relevant as platelet counts and function may vary substantially in individuals. Applying a multi-omics analysis strategy comprising proteins and metabolites with a focus on lipid mediators, we systematically investigated serum and plasma obtained from the same healthy donors. While Biocrates MxP Quant 500 results correlated well (n=461, R2=0.991), lipid mediators (n=77, R2=0.906) and proteins (n=322, R2=0.860) differed substantially between serum and plasma. Actually, secretome analysis of activated platelets identified all proteins and most lipid mediators significantly enriched in serum when compared to plasma. Furthermore, a prospective, randomized, controlled parallel group metabolomics trial was performed, monitored by serum and plasma analyses. Healthy individuals received either acetylsalicylic acid, affecting platelets, or omega-3 fatty acids, hardly affecting platelets, for a period of seven days. In the acetylsalicylic acid group, serum analysis apparently demonstrated a significant drug-induced downregulation of the lipid mediators TXB2 and 12-HETE. The absence of these observation in plasma analyses suggested that these drug effects took place only during blood coagulation. Other effects of acetylsalicylic acid on alpha-linolenic acid and the fatty acid composition of triglycerides were detected both in serum and plasma. In the omega-3 fatty acid group, serum and plasma analysis results did not differ. These data strongly support the hypothesis that the serum metabolome is substantially confounded by platelets. Key pointsO_LISerum metabolomics data are confounded by platelets C_LIO_LIClinical evaluation of drug effects should be based on plasma metabolomics C_LI

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