Diabetes technology

Updated glucose management indicator (GMI) better aligns with HbA1c than current GMI: implications for clinical practice and reporting

DiabetologiaPublished Model development and validation study

Authors' conclusion

Compared with the CGM-derived GMI, the uGMI provides more accurate and consistent agreement with HbA1c, particularly at lower (<42mmol/mol or 6% NGSP) and higher (>58 mmol/mol or 7.5% NGSP) HbA1c levels.

Study context

Population
People with diabetes using continuous glucose monitoring (CGM) (Abbott Freestyle Libre and Dexcom), with AG-HbA1c pairs
Participants
18,860 people26,647 AG-HbA1c pairs
Comparison
Updated GMI vs current GMI
Outcome
Agreement between GMI and HbA1c across clinically relevant glucose ranges (biases in various ranges)
Methodological detailsclinical trial and real-world data, 100 equal-sized data bins
  • Clinical trial and real-world data
  • 100 equal-sized data bins

Performance

As reported in the abstract

Regression slope of HbA1c vs GMI

Updated GMI (uGMI)

1.0

GMI

1.4

P < 0.0001

Further findings

Absolute bias at HbA1c below 31 mmol/mol (5.5% NGSP) and above 75 mmol/mol (9.0% NGSP)

Absolute bias reduced from >4.4 mmol/mol (0.4% NGSP) to ≤1.1 mmol/mol (0.1% NGSP)

Performance across CGM devices

Consistent performance across both Abbott Freestyle Libre and Dexcom CGM devices; uGMI robust and device-independent

Original publication

Updated glucose management indicator (GMI) better aligns with HbA1c than current GMI: implications for clinical practice and reporting. Diabetologia. Published 24 April 2026. doi:10.1007/s00125-026-06739-w

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