DCB Research AG
Bern, 3010, Switzerland
NCT Number: NCT07004504
This study evaluates the impact of menstrual cycle phases on insulin sensitivity, glycaemic control, and insulin requirements in women with type 1 diabetes (T1D). It aims to quantify differences between the follicular and luteal phases using data from the Tidepool Data Platform. Key endpoints include modelled insulin sensitivity, mean glucose, Time in Range (TIR), and total insulin dose.
Secondary objectives include assessing phase-specific variability in the endpoints and differences between participants.
The study follows a decentralized, anonymized data collection approach, with participants using continuous glucose monitors (CGMs) and insulin pumps or smart pens. Glycaemic outcomes and insulin requirements will be compared across menstrual cycle phases using linear mixed-effects models to account for repeated measures within individuals. Cycle phase-specific variation in insulin sensitivity will be quantified using a hierarchical Bayesian state-space model, which estimates a latent insulin sensitivity parameter from CGM time series data while accounting for measurement noise and temporal dynamics.
The findings are expected to improve understanding of glycaemic dynamics across the menstrual cycle and inform future diabetes management strategies.
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Notify Me18 year and older
Female
Observational
Bern, 3010, Switzerland
Healthy volunteers accepted: No
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
People are eligible to participate in the study if they:
Time frame: Between 1 and 12 months
Insulin sensitivity quantified by using a hierarchical Bayesian state-space model that estimates a latent insulin sensitivity parameter from CGM time series data.
Time frame: Between 1 and 12 months
Mean daily glucose based on CGM data
Time frame: Between 1 and 12 months
Mean daily TIR based on CGM data
Time frame: Between 1 and 12 months
Mean daily TAR based on CGM data
Time frame: Between 1 and 12 months
Mean daily TBR based on CGM data
Time frame: Between 1 and 12 months
Mean daily total insulin based on insulin pump data
Time frame: Between 1 and 12 months
Mean daily total basal insulin based on insulin pump data
Time frame: Between 1 and 12 months
Mean daily total bolus insulin based on insulin pump data
DCB Research AG
Other
Acronym: MECHANISM
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View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
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