TY - JOUR
T1 - Plasma Instead of Serum Avoids Critical Confounding of Clinical Metabolomics Studies by Platelets
AU - Hagn, Gerhard
AU - Meier-Menches, Samuel M.
AU - Plessl-Walder, Günter
AU - Mitra, Gaurav
AU - Mohr, Thomas
AU - Preindl, Karin
AU - Schlatter, Andreas
AU - Schmidl, Doreen
AU - Gerner, Christopher
AU - Garhöfer, Gerhard
AU - Bileck, Andrea
N1 - Publisher Copyright:
© 2024 The Authors. Published by American Chemical Society.
Accession Number
WOS:001190688100001
PubMed ID
38520676
PY - 2024/8/2
Y1 - 2024/8/2
N2 - Metabolomics is an emerging and powerful bioanalytical method supporting clinical investigations. Serum and plasma are commonly used without rational prioritization. Serum is collected after blood coagulation, a complex biochemical process involving active platelet metabolism. This may affect the metabolome and increase the variance, as platelet counts and function may vary substantially in individuals. A multiomics approach systematically investigating the suitability of serum and plasma for clinical studies demonstrated that metabolites correlated well (n = 461, R2 = 0.991), whereas lipid mediators (n = 83, R2 = 0.906) and proteins (n = 322, R2 = 0.860) differed substantially between specimen. Independently, analysis of platelet releasates identified most biomolecules significantly enriched in serum compared to plasma. A prospective, randomized, controlled parallel group metabolomics trial with acetylsalicylic acid administered for 7 days demonstrated that the apparent drug effects significantly differ depending on the analyzed specimen. Only serum analyses of healthy individuals suggested a significant downregulation of TXB2 and 12-HETE, which were specifically formed during coagulation in vitro. Plasma analyses reliably identified acetylsalicylic acid effects on metabolites and lipids occurring in vivo such as an increase in serotonin, 15-deoxy-PGJ2 and sphingosine-1-phosphate and a decrease in polyunsaturated fatty acids. The present data suggest that plasma should be preferred above serum for clinical metabolomics studies as the serum metabolome may be substantially confounded by platelets.
AB - Metabolomics is an emerging and powerful bioanalytical method supporting clinical investigations. Serum and plasma are commonly used without rational prioritization. Serum is collected after blood coagulation, a complex biochemical process involving active platelet metabolism. This may affect the metabolome and increase the variance, as platelet counts and function may vary substantially in individuals. A multiomics approach systematically investigating the suitability of serum and plasma for clinical studies demonstrated that metabolites correlated well (n = 461, R2 = 0.991), whereas lipid mediators (n = 83, R2 = 0.906) and proteins (n = 322, R2 = 0.860) differed substantially between specimen. Independently, analysis of platelet releasates identified most biomolecules significantly enriched in serum compared to plasma. A prospective, randomized, controlled parallel group metabolomics trial with acetylsalicylic acid administered for 7 days demonstrated that the apparent drug effects significantly differ depending on the analyzed specimen. Only serum analyses of healthy individuals suggested a significant downregulation of TXB2 and 12-HETE, which were specifically formed during coagulation in vitro. Plasma analyses reliably identified acetylsalicylic acid effects on metabolites and lipids occurring in vivo such as an increase in serotonin, 15-deoxy-PGJ2 and sphingosine-1-phosphate and a decrease in polyunsaturated fatty acids. The present data suggest that plasma should be preferred above serum for clinical metabolomics studies as the serum metabolome may be substantially confounded by platelets.
KW - acetylsalicylic acid
KW - clinical metabolomics
KW - confounders
KW - drug effects
KW - lipid mediators
KW - metabolomics
KW - omega-3 fatty acids
KW - plasma
KW - platelets
KW - serum
UR - http://www.scopus.com/inward/record.url?scp=85188836600&partnerID=8YFLogxK
U2 - 10.1021/acs.jproteome.3c00761
DO - 10.1021/acs.jproteome.3c00761
M3 - Article
AN - SCOPUS:85188836600
SN - 1535-3893
VL - 23
SP - 3064
EP - 3075
JO - Journal of Proteome Research
JF - Journal of Proteome Research
IS - 8
ER -