NWU Institutional Repository

Characterizing poorly controlled type 2 diabetes using 1H-NMR metabolomics

dc.contributor.authorTheron, Isabella J
dc.contributor.authorMason, Shayne
dc.contributor.authorVan Reenen, Mari
dc.contributor.authorRonacher, Katharina
dc.contributor.authorToit Loots, Du
dc.contributor.authorStander, Zinandré
dc.contributor.authorKleynhans, Léanie
dc.contributor.researchID12791733
dc.date.accessioned2025-11-27T11:23:12Z
dc.date.issued2024
dc.descriptionJournal Article, Faculty of Natural and Agricultural Sciences, Human Metabolomics-- Potchefstroom Campus
dc.description.abstractntroduction: The prevalence of type 2 diabetes has surged to epidemic proportions and despite treatment administration/adherence, some individuals experience poorly controlled diabetes. While existing literature explores metabolic changes in type 2 diabetes, understanding metabolic derangement in poorly controlled cases remains limited. Objective: This investigation aimed to characterize the urine metabolome of poorly controlled type 2 diabetes in a South African cohort. Method: Using an untargeted proton nuclear magnetic resonance metabolomics approach, urine samples from 15 poorly controlled type 2 diabetes patients and 25 healthy controls were analyzed and statistically compared to identify differentiating metabolites. Results: The poorly controlled type 2 diabetes patients were characterized by elevated concentrations of various metabolites associated with changes to the macro-fuel pathways (including carbohydrate metabolism, ketogenesis, proteolysis, and the tricarboxylic acid cycle), autophagy and/or apoptosis, an uncontrolled diet, and kidney and liver damage. Conclusion: These results indicate that inhibited cellular glucose uptake in poorly controlled type 2 diabetes significantly affects energy-producing pathways, leading to apoptosis and/or autophagy, ultimately contributing to kidney and mild liver damage. The study also suggests poor dietary compliance as a cause of the patient's uncontrolled glycemic state. Collectively these findings offer a first-time comprehensive overview of urine metabolic changes in poorly controlled type 2 diabetes and its association with secondary diseases, offering potential insights for more targeted treatment strategies to prevent disease progression, treatment efficacy, and diet/treatment compliance.
dc.description.sponsorshipAcknowledgements This author would like to thank the health professionals at the TB clinics for identifying the participants. We also extend our gratitude towards the clinical research staff at Stellenbosch University for the patient data and samples collection as well as the Stellenbosch laboratory staff for the sample processing and storage. Funding Open access funding provided by North-West University. The ALERT study received financial support for participant recruitment and sample collection through a grant awarded to KR and LK by the National Institutes of Health (NIH), specifically the National Institute of Allergy and Infectious Diseases (NIAID), under grant number R01AI116039. Additionally, the metabolomics investigation was funded by a grant awarded to DTL from the National Research Foundation (NRF) for the year 2023, under grant number SRUG2204062208. Open access funding provided by North-West University.
dc.identifier.citationVan Reenen, Mari. et al. 2024. Characterizing poorly controlled type 2 diabetes using 1H-NMR metabolomics. Metabolomics, (2024), 20:54, [https://doi.org/10.1007/s11306-024-02127-w]
dc.identifier.urihttps://doi.org/10.1007/s11306-024-02127-w
dc.identifier.urihttp://hdl.handle.net/10394/44409
dc.language.isoen
dc.publisherMetabolomics
dc.subjectMetabolomics
dc.subjectPoorly Controlled Type 2 Diabetes
dc.subjectProton Nuclear Magnetic Resonance
dc.subjectUrine
dc.titleCharacterizing poorly controlled type 2 diabetes using 1H-NMR metabolomics
dc.typeArticle

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Van Reenen, Mari. et al. 2024.pdf
Size:
2.23 MB
Format:
Adobe Portable Document Format

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:

Collections