Recommendations for sample selection, collection and preparation for NMR-based metabolomics studies of blood

Emwas, Abdul-Hamid and Zacharias, Helena U. and Alborghetti, Marcos Rodrigo and Gowda, G. A. Nagana and Raftery, Daniel and Mckay, Ryan T. and Chang, Chung-ke and Saccenti, Edoardo and Gronwald, Wolfram and Schuchardt, Sven and Leiminger, Roland and Merzaban, Jasmeen and Madhoun, Nour Y. and Iqbal, Mazhar and Alsiary, Rawiah A. and Shivapurkar, Rupali and Pain, Arnab and Shanmugam, Dhanasekaran and Ryan, Danielle and Roy, Raja and Schirra, Horst Joachim and Morris, Vanessa and Zeri, Ana Carolina and Alahmari, Fatimah and Kaddurah-Daouk, Rima and Salek, Reza M. and LeVatte, Marcia and Berjanskii, Mark and Lee, Brian and Wishart, David S. (2025) Recommendations for sample selection, collection and preparation for NMR-based metabolomics studies of blood. METABOLOMICS, 21 (3): 66. ISSN 1573-3882, 1573-3890

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Abstract

BackgroundMetabolic profiling of blood metabolites, particularly in plasma and serum, is vital for studying human diseases, human conditions, drug interventions and toxicology. The clinical significance of blood arises from its close ties to all human cells and facile accessibility. However, patient-specific variables such as age, sex, diet, lifestyle and health status, along with pre-analytical conditions (sample handling, storage, etc.), can significantly affect metabolomic measurements in whole blood, plasma, or serum studies. These factors, referred to as confounders, must be mitigated to reveal genuine metabolic changes due to illness or intervention onset.Review objectiveThis review aims to aid metabolomics researchers in collecting reliable, standardized datasets for NMR-based blood (whole/serum/plasma) metabolomics. The goal is to reduce the impact of confounding factors and enhance inter-laboratory comparability, enabling more meaningful outcomes in metabolomics studies.Key conceptsThis review outlines the main factors affecting blood metabolite levels and offers practical suggestions for what to measure and expect, how to mitigate confounding factors, how to properly prepare, handle and store blood, plasma and serum biosamples and how to report data in targeted NMR-based metabolomics studies of blood, plasma and serum.

Item Type: Article
Uncontrolled Keywords: NUCLEAR-MAGNETIC-RESONANCE; H-1-NMR SPECTROSCOPY; METABOLITE PROFILES; ALCOHOL-CONSUMPTION; SERUM METABOLOMICS; QUALITY ASSESSMENT; PLASMA; LIPOPROTEIN; BIOMARKER; URINE; Metabolomics; Standardization; Blood; Serum; Plasma; NMR; Metabolites
Subjects: 600 Technology > 610 Medical sciences Medicine
Divisions: Medicine > Institut für Funktionelle Genomik > Lehrstuhl für Funktionelle Genomik (Prof. Oefner)
Depositing User: Dr. Gernot Deinzer
Date Deposited: 28 Jul 2026 06:13
Last Modified: 28 Jul 2026 06:13
URI: https://pred.uni-regensburg.de/id/eprint/68047

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