The Glycemia Risk Index (GRI) as a Biomarker for Subclinical Endothelial Dysfunction in Type 1 Diabetes: A Cross-Sectional Study
Circulating levels of endothelial progenitor cells (EPCs) involved in endothelial homeostasis are often reduced in people with type 1 diabetes (T1D). The Glycemia Risk Index (GRI) quantifies the quality of glucose control by assessing both hypo- and hyperglycemia risk. We aim to investigate the association between the GRI and circulating EPC levels in people with T1D. This cross-sectional study included 132 adults with T1D, on intensive insulin therapy. We calculated GRI from 14 days continuous glucose monitoring-derived metrics and quantified EPCs count by flow cytometry, stratifying results by GRI zones, ranging from A (lowest risk) to E (highest risk). Higher GRI scores were significantly associated with poorer metabolic parameters. Circulating levels of CD34<sup>+</sup>, CD133<sup>+</sup>, KDR<sup>+</sup>, and CD34<sup>+</sup>KDR<sup>+</sup> cells were lower in participants with a worse GRI compared to adults with a better GRI. Linear regression analyses showed a negative association between GRI and CD34<sup>+</sup> (β = -1.079, <i>p</i> = 0.006), CD34<sup>+</sup>CD133<sup>+</sup> (β = -0.581, <i>p</i> = 0.008), and CD34<sup>+</sup>KDR<sup>+</sup> (β = -0.147, <i>p</i> = 0.010). No significant association was found between HbA<sub>1c</sub> and any EPC phenotype. Adults with T1D and a high GRI level had a lower EPCs count. GRI was significantly associated with certain EPC phenotypes, suggesting its potential role as a biomarker for cardiovascular risk assessment.
Authors
- Miriam Longo (ORCID: https://orcid.org/0000-0002-6459-5854)
- Antonietta Maio (ORCID: https://orcid.org/0009-0000-7720-8078)
- Giuseppe Bellastella (ORCID: https://orcid.org/0000-0002-4748-321X)
- Lorenzo Scappaticcio (ORCID: https://orcid.org/0000-0003-2972-9551)
- Maria Ida Maiorino (ORCID: https://orcid.org/0000-0003-4659-7546)
- Paolo Cirillo (ORCID: https://orcid.org/0000-0003-1732-6819)
- Katherine Esposito (ORCID: https://orcid.org/0000-0002-3652-5154)
- Paola Caruso (ORCID: https://orcid.org/0000-0002-4756-2022)
- Silvia Angelino (ORCID: https://orcid.org/0009-0008-1503-6918)
- Mariangela Caputo
- Nicole Di Martino
- Alessandro Pontillo
Institutions
- University of Campania "Luigi Vanvitelli" (IT)
- University of Campania "Luigi Vanvitelli" (IT)
- Link Campus University (IT)
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2025-09-20
- DOI
- https://doi.org/10.3390/ijms26189196
- Citations
- 1
- Primary Topic
- Diabetes Management and Research
- Type
- article
- Field-Weighted Citation Impact
- 1.29