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Metabolomics of Type 1 and Type 2 Diabetes: Insights into Risk Prediction and Mechanisms.
Curr Diab Rep. 2022 Feb;22(2):65-76. doi: 10.1007/s11892-022-01449-0. Epub 2022 Feb 3.
3
Metabolomics in diabetes, a review.
Ann Med. 2016;48(1-2):89-102. doi: 10.3109/07853890.2015.1137630. Epub 2016 Jan 30.
4
Diabetes and branched-chain amino acids: What is the link?
J Diabetes. 2018 May;10(5):350-352. doi: 10.1111/1753-0407.12645. Epub 2018 Feb 13.
5
Metabolomics-Based Prospective Studies and Prediction of Type 2 Diabetes Mellitus Risks.
Metab Syndr Relat Disord. 2020 Feb;18(1):1-9. doi: 10.1089/met.2019.0047. Epub 2019 Oct 21.
7
Linking of metabolomic biomarkers with cardiometabolic health in Chinese population.
J Diabetes. 2019 Apr;11(4):280-291. doi: 10.1111/1753-0407.12858. Epub 2018 Oct 30.
8
Amino acid analysis as a method of discovering biomarkers for diagnosis of diabetes and its complications.
Amino Acids. 2023 May;55(5):563-578. doi: 10.1007/s00726-023-03255-8. Epub 2023 Apr 17.

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1
A comprehensive review on computational metabolomics: Advancing multiscale analysis through approaches.
Comput Struct Biotechnol J. 2025 Jul 13;27:3191-3215. doi: 10.1016/j.csbj.2025.07.016. eCollection 2025.
3
Alterations of the glutamatergic system in diabetes mellitus.
Metab Brain Dis. 2024 Feb;39(2):321-333. doi: 10.1007/s11011-023-01299-z. Epub 2023 Sep 25.
4
Integrated Analysis of Metabolomics and Lipidomics in Plasma of T2DM Patients with Diabetic Retinopathy.
Pharmaceutics. 2022 Dec 8;14(12):2751. doi: 10.3390/pharmaceutics14122751.
5
Decreased IGF-1 level is associated with restrained amino acid metabolism in NSCLC with diabetes mellitus.
Front Endocrinol (Lausanne). 2022 Oct 18;13:1031798. doi: 10.3389/fendo.2022.1031798. eCollection 2022.
6
Global research trends on the links between the gut microbiota and diabetes between 2001 and 2021: A bibliometrics and visualized study.
Front Microbiol. 2022 Sep 29;13:1011050. doi: 10.3389/fmicb.2022.1011050. eCollection 2022.
8
Genetics of Type 2 Diabetes: Past, Present, and Future.
Nutrients. 2022 Aug 4;14(15):3201. doi: 10.3390/nu14153201.

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1
Urinary metabolite profiling and risk of progression of diabetic nephropathy in 2670 individuals with type 1 diabetes.
Diabetologia. 2022 Jan;65(1):140-149. doi: 10.1007/s00125-021-05584-3. Epub 2021 Oct 22.
3
Metabolomics in Diabetic Retinopathy: A Systematic Review.
Invest Ophthalmol Vis Sci. 2021 Aug 2;62(10):4. doi: 10.1167/iovs.62.10.4.
4
A Metabolic Pattern in Healthy Subjects Given a Single Dose of Metformin: A Metabolomics Approach.
Front Pharmacol. 2021 Jul 15;12:705932. doi: 10.3389/fphar.2021.705932. eCollection 2021.
5
Molecular Aspects of Lifestyle and Environmental Effects in Patients With Diabetes: JACC Focus Seminar.
J Am Coll Cardiol. 2021 Aug 3;78(5):481-495. doi: 10.1016/j.jacc.2021.02.070.
7
Non-invasive metabolic biomarkers for early diagnosis of diabetic nephropathy: Meta-analysis of profiling metabolomics studies.
Nutr Metab Cardiovasc Dis. 2021 Jul 22;31(8):2253-2272. doi: 10.1016/j.numecd.2021.04.021. Epub 2021 May 4.
9
Plasma lipid metabolites associate with diabetic polyneuropathy in a cohort with type 2 diabetes.
Ann Clin Transl Neurol. 2021 Jun;8(6):1292-1307. doi: 10.1002/acn3.51367. Epub 2021 May 6.

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