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1H nuclear magnetic resonance (NMR) metabolomics in rodent plasma: a reproducible framework for preclinical biomarker discovery


Citation

Mohd Nawi, Mohd Naeem and Radzi, Ranina and Ali, Azizan and Che Lem, Siti Zubaidah and Zulkapli, Azlina and Lokman, Ezarul Faradianna and Fazliana, Mansor and Narayanan, Sreelakshmi Sankara and Chinna, Karuthan and Md Noh, Mohd Fairulnizal and Mat Daud, Zulfitri Azuan and Karupaiah, Tilakavati (2025) 1H nuclear magnetic resonance (NMR) metabolomics in rodent plasma: a reproducible framework for preclinical biomarker discovery. Methods and Protocols, 8 (4). art. no. 92. pp. 1-18. ISSN 2409-9279

Abstract

This protocol paper outlines a robust and reproducible framework for a 1H nuclear magnetic resonance (NMR) metabolomics analysis of rodent plasma, designed to facilitate preclinical biomarker discovery. The protocol details optimised steps for plasma collection in a preclinical rodent model, sample preparation, and NMR data acquisition using presaturation Carr–Purcell–Meiboom–Gill (PRESAT-CPMG) pulse sequences, ensuring high-quality spectral data and effective suppression of macromolecule signals. Comprehensive spectral processing and metabolite assignment are described, with guidance on multivariate and univariate statistical analyses to identify metabolic changes and potential biomarkers. The framework emphasises methodological rigour and reproducibility, enabling accurate quantification and interpretation of metabolites relevant to disease mechanisms or therapeutic interventions. By providing a standardised approach, this protocol supports longitudinal and translational studies, bridging findings from rodent models to clinical applications and advancing the reliability of metabolomics-based biomarker discovery in preclinical research.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Medicine and Health Science
DOI Number: https://doi.org/10.3390/mps8040092
Publisher: Multidisciplinary Digital Publishing Institute
Keywords: Metabolomics; NMR; Plasma; Rodents; Workflow
Depositing User: Ms. Nur Faseha Mohd Kadim
Date Deposited: 18 Nov 2025 04:22
Last Modified: 18 Nov 2025 04:22
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3390/mps8040092
URI: http://psasir.upm.edu.my/id/eprint/121787
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