Mass Spectrometry-Based Metabolomics in Pediatric Health and Disease
Debasis Sahu, Andrei M. Matusa, Alicia DiBattista, Bradley L. Urquhart, Douglas D. Fraser

TL;DR
Metabolomics using mass spectrometry helps improve pediatric health by detecting diseases early and guiding personalized treatments.
Contribution
The paper highlights the potential of metabolomics in pediatric care and outlines challenges and future directions for clinical adoption.
Findings
Metabolomics supports early detection of inherited metabolic disorders and monitors growth-related metabolic changes.
Multi-omics integration enhances risk assessment and targeted treatments in pediatric conditions.
Challenges include standardizing sample processing and establishing age-specific reference ranges for clinical use.
Abstract
Mass spectrometry-based metabolomics is a valuable tool for advancing pediatric health research. Along with nuclear magnetic resonance, it enables detailed biochemical analysis from minimal sample volumes, a critical feature for pediatric diagnosis. Metabolomics supports early detection of inherited metabolic disorders, monitors metabolic changes during growth, and identifies disease markers for a range of conditions, including metabolic, neurodevelopmental, oncological, and infectious diseases. Integrating metabolomic data with genomic, proteomic (i.e., multi-omics approaches), and clinical information enables more precise and preventive care by enhancing risk assessment and informing targeted treatments. However, routine clinical use faces several challenges, including establishing age- and sex-specific reference ranges, standardizing sample collection and processing, ensuring…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMetabolomics and Mass Spectrometry Studies · Mass Spectrometry Techniques and Applications · Health, Environment, Cognitive Aging
