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References

These papers were sourced and synthesized using Consensus, an AI-powered search engine for research.

1. González-Covarrubias, V., Martínez-Martínez, E., & Del Bosque-Plata, L. (2022). The Potential of Metabolomics in Biomedical Applications. Metabolites, 12. https://doi.org/10.3390/metabo12020194

2. Rizo-Roca, D., Henderson, J., & Zierath, J. (2025). Metabolomics in cardiometabolic diseases: Key biomarkers and therapeutic implications for insulin resistance and diabetes. Journal of Internal Medicine, 297. https://doi.org/10.1111/joim.20090

3. Silva, L., & Laakso, M. (2025). Advances in Metabolomics: A Comprehensive Review of Type 2 Diabetes and Cardiovascular Disease Interactions. International Journal of Molecular Sciences, 26. https://doi.org/10.3390/ijms26083572

4. Vo, D., & Trinh, K. (2024). Emerging Biomarkers in Metabolomics: Advancements in Precision Health and Disease Diagnosis. International Journal of Molecular Sciences, 25. https://doi.org/10.3390/ijms252313190

5. Buergel, T., et al. (2022). Metabolomic profiles predict individual multidisease outcomes. Nature Medicine, 28. https://doi.org/10.1038/s41591-022-01980-3

6. Anastasiou, I., et al. (2025). Metabolomic Alterations in Patients with Obesity and the Impact of Metabolic Bariatric Surgery: Insights for Future Research. Metabolites, 15. https://doi.org/10.3390/metabo15070434

7. Tsoukalas, D., et al. (2024). Metabolomics-based treatment for chronic diseases: results from a multidisciplinary clinical study. BMJ Nutrition, Prevention & Health, 7. https://doi.org/10.1136/bmjnph-2024-000883

8. Jin, Q., & Ma, R. (2021). Metabolomics in Diabetes and Diabetic Complications: Insights from Epidemiological Studies. Cells, 10. https://doi.org/10.3390/cells10112832

9. Guo, L., et al. (2015). Plasma metabolomic profiles enhance precision medicine for volunteers of normal health. Proceedings of the National Academy of Sciences, 112. https://doi.org/10.1073/pnas.1508425112

10. Dudzik, D., et al. (2025). Editorial: Metabolomics perspectives for clinical medicine, volume II. Frontiers in Molecular Biosciences, 12. https://doi.org/10.3389/fmolb.2025.1577050

11. Ashrafian, H., et al. (2020). Metabolomics - the stethoscope for the 21st century. Medical Principles and Practice. https://doi.org/10.1159/000513545