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Background: In patients with type 2 diabetes mellitus (T2DM), the risk of hypoglycemia also occurs in at a time-in-range (TIR) of > 70%. The hemoglobin glycation index (HGI) is considered the best single factor for predicting hypoglycemia, and offers new perspectives for the individualized treatment of patients with well-controlled blood glucose levels that are easily ignored in clinical settings.
Aim: To investigate the relationship between HGI and hypoglycemia and the implications of HGI on hypoglycemia in T2DM with TIR > 70%.
Methods: All participants underwent a 7-days continuous glucose monitoring (CGM) using a retrospective CGM system. We obtained glycemic variability indices using the CGM system. We defined HGI as laboratory hemoglobin A1c minus the glucose management indicator. Patients were categorized into low HGI (HGI < 0.5) and high HGI groups (HGI ≥ 0.5) according to HGI median (0.5). Logistic regression and receiver operating characteristic curve analyses were used to determine the risk factors for hypoglycemia.
Results: We included 129 subjects with T2DM (54.84 ± 12.56 years, 46% male) in the study. Median TIR score was 90%. The high HGI group exhibited lower TIR and greater time below range with higher hemoglobin A1c than the low HGI group; this suggests more glycemic excursions and an increased incidence of hypoglycemia in the high HGI group. Multivariate analyses revealed that mean blood glucose, standard deviation of blood glucose and HGI were independent risk factors for hypoglycemia. Receiver operating characteristic curve analysis indicated that the HGI was the best predictor of hypoglycemia. In addition, the optimal cut-off points for HGI, mean blood glucose, and standard deviation of blood glucose in predicting hypoglycemia were 0.5%, 7.2 mmol/L and 1.4 mmol/L respectively.
Conclusion: High HGI was significantly associated with greater glycemic excursions and increased hypoglycemia in patients with TIR > 70%. Our findings indicate that HGI is a reliable predictor of hypoglycemia in this population.
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http://dx.doi.org/10.4239/wjd.v15.i10.2058 | DOI Listing |
Curr Med Res Opin
September 2025
Department of Internal Medicine, Taksim Training and Research Hospital, Istanbul, Turkey.
Introduction: Diabetes Mellitus is a chronic disease characterised by elevated plasma glucose (PG) levels. HbA1c has been widely utilized for diabetes diagnosis. However, certain conditions restrict its use.
View Article and Find Full Text PDFManaging diabetes in older adults requires balancing long-term glycaemic control with the prevention of hypoglycaemia, to which this population is particularly vulnerable owing to frailty, multimorbidity and cognitive decline. Guidelines recommend individualized glucose targets for older adults, particularly those with multimorbidity or increased hypoglycaemia risk. For individuals with frailty or cognitive impairment, relaxed HbA1c targets are often appropriate to reduce the risk of adverse events.
View Article and Find Full Text PDFBiomed Environ Sci
August 2025
Clinical Research Institute, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.
Objective: To investigate the association between long-term glycemic control and cerebral infarction risk in patients with diabetes through a large-scale cohort study.
Methods: This prospective, community-based cohort study included 12,054 patients with diabetes. From 2006 to 2012, 38,272 fasting blood glucose (FBG) measurements were obtained from these participants.
Int J Mol Med
November 2025
Department of Neurosciences 'Rita Levi Montalcini', University of Turin, I‑10125 Turin, Italy.
Kinases are activators of well‑known inflammatory cascades implicated in metabolic disorders, and abnormal activation of casein kinase II (CK2) is associated with several inflammatory disorders. However, thus far, its role in the low‑grade chronic inflammatory response known as 'metaflammation', which is a hallmark of obesity and type 2 diabetes, has not yet been elucidated. The present study aimed to evaluate the role of CK2 in diet‑induced metaflammation and the effects of the CK2 inhibitor 4,5,6,7‑tetrabromobenzotriazole (TBB) on a murine model fed a high‑fat‑high‑sugar (HFHS) diet.
View Article and Find Full Text PDFJ Eval Clin Pract
September 2025
Health Technology Assessment Unit, Acute and Hospital-Based Care Portfolio, Ontario Health, Toronto, Ontario, Canada.
Rationale: Systematic reviews are essential for evidence-based healthcare decision-making. While it is relatively straightforward to quantitatively assess random errors in systematic reviews, as these are typically reported in primary studies, the assessment of biases often remains narrative. Primary studies seldom provide quantitative estimates of biases and their uncertainties, resulting in systematic reviews rarely including such measurements.
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