Beta cell glucose sensitivity identifies clinical response to disease-modifying therapies initiated at stage 3 type 1 diabetes onset
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Updated: Mar 14, 2026

A High-Throughput Multiplexed Screening for Type 1 Diabetes, Celiac Diseases, and COVID-19
Published on: July 5, 2022
Carmella Evans-Molina1,2,3,4, Stephen E Gitelman5, Andrea Mari6
1Indiana University School of Medicine, Indianapolis, IN, USA. cevansmo@iu.edu.
Aims/Hypothesis:
At present, no disease-modifying therapies are available for individuals who have been newly diagnosed with type 1 diabetes, despite promising results from decades of clinical trials initiated at stage 3 disease onset. Historically, clinical trials have used changes in the C-peptide AUC (AUCCp) during a mixed meal tolerance test (MMTT) as the primary endpoint; however, this measure does not always correlate with clinical outcomes.
Methods:
We analysed 4930 MMTT data points from 799 participants in nine Phase II stage 3 type 1 diabetes trials to determine whether a model-derived physiological measure of in vivo beta cell glucose sensitivity (βGS) could augment clinical trial strategies in type 1 diabetes.
Results:
Older age and higher BMI were associated with maintenance of βGS (defined as loss <10% of the baseline value) and maintenance of HbA1c <53 mmol/mol (7.0%). Baseline βGS, age, HbA1c and insulin dose together predicted the magnitude of the effect on HbA1c following intervention. When positive and negative trials were compared, normalised βGS served as an earlier indicator of trial efficacy compared with AUCCp.
Conclusions/Interpretation:
Our results identified thresholds of change in βGS associated with a clinically significant impact on glycaemic management after intervention and suggest that baseline βGS in association with clinical and demographic parameters may be applied to identify individuals who are more likely to respond to an intervention.
Insights
A new measure of beta cell glucose sensitivity (βGS) can better predict type 1 diabetes treatment success than traditional C-peptide tests. This physiological marker helps identify patients likely to benefit from interventions.
Area of Science:
- Endocrinology
- Immunology
- Metabolic Diseases
Background:
- Type 1 diabetes lacks disease-modifying therapies despite extensive research.
- Current clinical trials often rely on C-peptide AUC (AUCcp) as a primary endpoint, which may not fully reflect clinical outcomes.
Purpose of the Study:
- To evaluate a model-derived physiological measure, in vivo beta cell glucose sensitivity (βGS), as a potential improvement for clinical trial strategies in type 1 diabetes.
- To determine if βGS can serve as an earlier and more reliable indicator of therapeutic efficacy.
Main Methods:
- Analysis of 4930 mixed meal tolerance test (MMTT) data points from 799 participants in nine Phase II stage 3 type 1 diabetes trials.
- Determination of beta cell glucose sensitivity (βGS) using a model-derived physiological measure.
Main Results:
- Older age and higher BMI were associated with maintained βGS and glycemic control (HbA1c < 7.0%).
- Baseline βGS, age, HbA1c, and insulin dose predicted the intervention's effect on HbA1c.
- Normalized βGS indicated trial efficacy earlier than AUCcp in both positive and negative trials.
Conclusions:
- Clinically significant thresholds for βGS changes impacting glycemic management were identified.
- Baseline βGS, combined with clinical and demographic factors, can identify type 1 diabetes patients most likely to respond to interventions.
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