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Glucose Variability in Type 1 Diabetes (T1D) and Glycaemic Responses to Food Composition.

An Investigation Into Diurnal Variability in Glucose Levels in Paediatric Patients With Type 1 Diabetes (T1D) and Their Responses to Different Food Compositions

Status
Completed
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06546657
Enrollment
96
Registered
2024-08-09
Start date
2021-02-06
Completion date
2021-11-20
Last updated
2025-03-19

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Type 1 Diabetes

Brief summary

The study proposed to recruit approximately 435 children and young people who have T1D and who regularly use Dexcom continuous glucose monitoring (CGM). Recruitment was be via their local dietitian. The dietitian was asked to provide baseline information about the participants which will include demographic data and information on clinical data, treatment and anthropometrics. Participants will be asked to provide access to Dexcom CGM data throughout the period of recording. Participants were issued with, for seven consecutive days, two survey questionnaires, one in the morning at breakfast time and the other in the evening. The morning survey will include questions on the breakfast meal (including a photograph of the meal) and insulin dosage, similarly the evening survey will also include questions on diabetes management and food and fluid intake in addition to questions on activities all of which took place during the four-hour postprandial period. These data will be statistically described using univariate, bivariate and multivariate analysis.

Detailed description

This is a quantitative observational study. Dexcom CGM data was collected for the period recording. Retrospective CGM data was collected to assess glucose variability during the day and night time periods. The Participants were then asked to provide information for seven days about their breakfast meal and the four hour post meal period. This included information on the type of meal consumed, a photograph of the meal and their diabetes management for the meal for example the insulin dose amount and timing. For the four hour post meal period the participants were asked about any adjustments they had to make to their diabetes management for example the treatment of high or low glucose readings, any snacks they ate and any activities they took part in. They were also asked to describe their mood during the post meal period. Recruitment - Paediatric diabetes dietitians, working across the United Kingdom (UK), were enrolled to help recruit participants and become principal investigators (PI) for their site. As this was an observational study there was no power calculation. The sample size was calculated from the number of dietitians that were likely to be available to help with recruitment; this was estimated to be around 32 and was based on the number that had already been approached. It was felt that they would have capacity to recruit 13-14 participants and this would result in 435 participants. Methodology Baseline data In order to make comparisons between relevant variables and glucose levels, the following baseline data will be collected from the dietitians and sent to the chief investigator, along with the artificial identifier on the Excel spreadsheet as discussed earlier at the stage of recruitment of participants: Parent's email address Sex, date of birth and recent weight and height (for calculation of BMI and BMI centile) and date of when this was taken Date of diagnosis of T1D Last four HbA1c Total daily insulin dose (TDD) Insulin: carbohydrate ratios (ICR) and Insulin Sensitivity Factor (ISF) Current insulin regimen - including the type of insulin prescribed and if applicable type of insulin pump i.e. open or closed loop system. Glucose measurement data on interstitial glucose was be collected via Dexcom CGM. The Dexcom CGM data will be accessed by a research 'Clarity Clinic' with Dexcom CLARITY® Clinic Portal (Dexcom In, San Diego, California (CA), USA). The researcher was the administrator of this clinic. Once the local dietitian had recruited, the participant's parent's email address will be sent to the researcher along with the baseline information/data as described above. The researcher, as administrator of the Clarity Clinic account, then invited the participant, via email, to be added to the clinic. Once the invite has been accepted, it stood for the period of the recording i.e. until all the seven day breakfast recording period was completed. Once the participant had submitted their last questionnaire, they were removed from the Dexcom CLARITY® Clinic Portal. The participants were not asked to make changes to their diabetes management and their breakfast meal. The participants were asked to submit two daily questionnaires (a morning and post-meal questionnaire) for seven days about their breakfast meal and the postprandial period and email a photograph of the breakfast meal. The morning questionnaire was about the breakfast meal and included the following questions: Participant's artificial identifier Date (of when meal was taken) The total average daily insulin dose (both bolus and basal insulin) if known (participant will only be asked to provide this once) Food eaten at breakfast including portion size, type and brand Drinks taken at breakfast including volume, type and brand The total carbohydrate count of breakfast in grams The number of units of insulin taken with breakfast How many units were given for a correction dose The type of bolus (for those on an insulin pump) The time of when the insulin dose was administered The time that breakfast started and ended How the bolus was calculated The amount of breakfast that was consumed (all, ¾, ½, ¼, none) The post meal questionnaire included the following questions: Participant's artificial identifier Date (of when meal was taken) Details of any hypo's in the four-hour postprandial period (time, treatment) Details of correction doses given in the four-hour postprandial period (whether in response to Dexcom CGM, times and number of units if insulin) Details of snacks taken in the four-hour postprandial period (type and amount of carbohydrate, responses to Dexcom CGM, number of units of insulin) Details of drinks taken in the four-hour postprandial period (volume, type/brand, carbohydrate amount if applicable) Details of any other adjustments made to insulin and or carbohydrate Type and duration of all physical activities undertaken during the 4-hour post prandial period Details of insulin adjustments made for physical activities Details of any addition information e.g. mood, menstruating, illness, stressors Data analysis This will be a mix of univariate, bivariate and multivariate analysis as this is best suited to describing, summarising and visualising these data. Outputs will include the distribution of glucose levels post-breakfast to determine the spread and dispersion of the data.

Interventions

Breakfast meal

Sponsors

University of Stirling
Lead SponsorOTHER

Study design

Observational model
OTHER
Time perspective
RETROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
1 Years to 17 Years
Healthy volunteers
No

Inclusion criteria

* Children and young people aged between 1-17 years * Diagnosis of type 1 diabetes for a minimum of one year * Using multiple daily injections (MDI) together with carbohydrate counting or Continuous Subcutaneous Insulin Infusion (CSII) * Using Dexcom continuous glucose monitoring (CGM) on a regular basis. * Access to internet and email

Exclusion criteria

* Prescribed anti-hyperglycaemia agents i.e. Glucophage (Metformin) and or antidepressants. * Have other medical conditions, including complications of diabetes and coeliac disease will be excluded. * Currently enrolled in another research study

Design outcomes

Primary

MeasureTime frameDescription
Mean Postprandial GlucoseFrom baseline (start of meal) to 4 hours postprandial at 5min intervalsMean CGM reading for 387 breakfast meals over 4 hour postprandial period

Secondary

MeasureTime frameDescription
Peak Glucose ExcursionFrom baseline (start of meal) to 4 hours postprandial at 5 min intervalsThe peak glucose excursions calculated from the CGM readings for 381 breakfast meals over 4 hour postprandial period - this is the highest excursion over the 4 hour period
Time to PeakFrom baseline (start of meal) to 4 hours postprandial at 5 min intervalsFrom CGM data. This is the time of the highest excursion over the 4-hour period
Area Under the CurveFrom baseline (start of meal) to 4 hours postprandial at 5 min intervalsCalculated from the CGM readings for 381 breakfast meals over 4 hour postprandial period
Coefficient of Variation PercentageFrom baseline (start of meal) to 4 hours postprandialCalculated from the CGM reading for 387 breakfast meals over 4 hour postprandial period
Time in Range (Minutes)From baseline (start of meal) to 4 hours postprandial at 5min intervalsCalculated from the CGM readings for 387 breakfast meals over 4 hour postprandial period. Time in range refers to the time spent with a glucose reading between 3.9-10mmol/l
CV% and Glycaemic Index (GI) of Breakfast MealFrom baseline (start of meal) to 4 hours postprandialThe CV% taken from CGM data over a 4hour postprandial period from the ingestion of breakfast meals that had a high and medium glycaemic index
Mean Glucose ExcursionFrom baseline (start of meal) to 4 hours postprandial at 5min intervalsThe excursion is calculated by subtracting the baseline glucose from each 5min CGM reading over 4 hours. For example if at baseline the glucose is 9mmol/l and at 5min postprandial it is 9.3mmol/l the excursion at 5min is 0.3mmol/l. The mean excursion is then calculated over 4 hours for each breakfast meal (381) which had a glucose reading at baseline.
Mean Postprandial Glucose and Glycaemic Load of Breakfast MealsFrom baseline (start of meal) to 4 hours postprandialMean postprandial glucose from CGM data after ingestion of breakfast meals across three categories of glycaemic load (low, medium and high)
Time to Peak Across Categories of Glycaemic LoadFrom baseline (start of meal) to 4 hours postprandialCGM data over 4 hour postprandial period for three categories of glycaemic load.
Mean Postprandial Glucose and Type of Breakfast MealFrom baseline (start of meal) to 4 hours postprandialMean postprandial glucose from CGM data over four hours postprandial period after ingestion of breakfast meal containing a ready to eat cereal compared with breakfast meals containing a protein food
Coefficient of Variation Percentage Over 90 Days90 daysThis measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings). This represents how much glucose moves up and down. %CV of 36% or less indicates stable glucose
Diurnal Coefficient of Variation Percentage Over 90 Days90 days of CGM dataThis measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings) for the 06.00-22.00 period of time. This represents how much glucose moves up and down. A CV% of 36% or less indicates stable glucose
Nocturnal Coefficient of Variation Percentage Over 90 Days90 days of CGM dataThis measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings) for the 22.00 - 06.00 period of time. This represents how much glucose moves up and down. A CV% of 36% or less indicates stable glucose
Mean Postprandial Glucose and Glycaemic Index of Breakfast MealFrom baseline (start of meal) to 4 hours postprandialMean postprandial glucose from CGM data after ingestion of breakfast meal by three categories of glycaemic index (low medium and high)

Countries

United Kingdom

Participant flow

Recruitment details

Participants were enrolled from February - November 2021 via their local diabetes centres

Pre-assignment details

96 participants were enrolled 7 participants did not respond or dropped out of the study before sharing CGM data. 89 participants shared their CGM data for glucose variability analysis and of these 74 submitted the breakfast and postprandial questionnaires of which 71 completed with corresponding CGM data.

Participants by arm

ArmCount
Glucose Variability and Postprandial Glucose
Collection of CGM data to assess glucose variability
89
Total89

Baseline characteristics

CharacteristicGlucose Variability and Postprandial Glucose
Age, Continuous10.1 years
STANDARD_DEVIATION 3.8
Disease duration4.0 years
HbA1c57.7 mmol/mol
STANDARD_DEVIATION 9.3
Insulin regimen
CSII user
66 Participants
Insulin regimen
MDI user
22 Participants
Insulin regimen
Unknown
1 Participants
Race and Ethnicity Not Collected— Participants
Region of Enrollment
United Kingdom
89 participants
Sex: Female, Male
Female
40 Participants
Sex: Female, Male
Male
49 Participants

Adverse events

Event typeEG000
affected / at risk
deaths
Total, all-cause mortality
0 / 89
other
Total, other adverse events
0 / 89
serious
Total, serious adverse events
0 / 89

Outcome results

Primary

Mean Postprandial Glucose

Mean CGM reading for 387 breakfast meals over 4 hour postprandial period

Time frame: From baseline (start of meal) to 4 hours postprandial at 5min intervals

Population: CGM data over 4-hour postprandial period for 387 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose9.2 mmol/lStandard Deviation 2.7
Secondary

Area Under the Curve

Calculated from the CGM readings for 381 breakfast meals over 4 hour postprandial period

Time frame: From baseline (start of meal) to 4 hours postprandial at 5 min intervals

Population: CGM data over 4-hour postprandial period for 381 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesArea Under the Curve500 (mmol/l)*minStandard Deviation 439
Secondary

Coefficient of Variation Percentage

Calculated from the CGM reading for 387 breakfast meals over 4 hour postprandial period

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: CGM data over 4-hour postprandial period for 387 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesCoefficient of Variation Percentage23.3 percentageStandard Deviation 9.9
Secondary

Coefficient of Variation Percentage Over 90 Days

This measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings). This represents how much glucose moves up and down. %CV of 36% or less indicates stable glucose

Time frame: 90 days

Population: %CV calculated from a mean of 79.3 days of CGM data

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesCoefficient of Variation Percentage Over 90 Days37.9 percentageStandard Deviation 4.2
Secondary

CV% and Glycaemic Index (GI) of Breakfast Meal

The CV% taken from CGM data over a 4hour postprandial period from the ingestion of breakfast meals that had a high and medium glycaemic index

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: A comparison of breakfast meals which had a low, medium and high glycaemic index

ArmMeasureGroupValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesCV% and Glycaemic Index (GI) of Breakfast MealLow GI breakfast meal22.6 percentageStandard Deviation 10.5
Glucose Variability Then Breakfast and Postprandial QuestionnairesCV% and Glycaemic Index (GI) of Breakfast MealMedium GI breakfast meal24.7 percentageStandard Deviation 9.9
Glucose Variability Then Breakfast and Postprandial QuestionnairesCV% and Glycaemic Index (GI) of Breakfast MealHigh GI breakfast meal20.4 percentageStandard Deviation 7.8
Comparison: Medium GI vs low GI breakfast mealsp-value: 0.1495% CI: [-0.6, 4]Linear Mixed Model
Comparison: Medium vs high GI breakfast mealsp-value: 0.0195% CI: [1.2, 7.5]Linear Mixed Model
Comparison: High GI vs low GI breakfast mealsp-value: 0.1295% CI: [-6, 0.7]Linear Mixed Model
Secondary

Diurnal Coefficient of Variation Percentage Over 90 Days

This measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings) for the 06.00-22.00 period of time. This represents how much glucose moves up and down. A CV% of 36% or less indicates stable glucose

Time frame: 90 days of CGM data

Population: Diurnal CV% (06.00-22.00) calculated from 79.3 days of CGM data

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesDiurnal Coefficient of Variation Percentage Over 90 Days38.1 percentageStandard Deviation 4.3
p-value: <0.001t-test, 2 sided
Secondary

Mean Glucose Excursion

The excursion is calculated by subtracting the baseline glucose from each 5min CGM reading over 4 hours. For example if at baseline the glucose is 9mmol/l and at 5min postprandial it is 9.3mmol/l the excursion at 5min is 0.3mmol/l. The mean excursion is then calculated over 4 hours for each breakfast meal (381) which had a glucose reading at baseline.

Time frame: From baseline (start of meal) to 4 hours postprandial at 5min intervals

Population: CGM data over 4-hour postprandial period for 381 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Glucose Excursion1.4 mmol/lStandard Deviation 2.6
Secondary

Mean Postprandial Glucose and Glycaemic Index of Breakfast Meal

Mean postprandial glucose from CGM data after ingestion of breakfast meal by three categories of glycaemic index (low medium and high)

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: A comparison of breakfast meals which had a low, medium and high glycaemic index

ArmMeasureGroupValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Index of Breakfast MealLow GI breakfast meals9.4 mmol/lStandard Deviation 2.9
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Index of Breakfast MealMedium GI breakfast meals9.0 mmol/lStandard Deviation 2.7
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Index of Breakfast MealHigh GI breakfast meals9.4 mmol/lStandard Deviation 2.5
Comparison: High GI breakfast meals vs low and medium GI breakfast mealsp-value: 0.65Linear Mixed Model
Secondary

Mean Postprandial Glucose and Glycaemic Load of Breakfast Meals

Mean postprandial glucose from CGM data after ingestion of breakfast meals across three categories of glycaemic load (low, medium and high)

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: A comparison of breakfast meals which had a low, medium and high glycaemic load

ArmMeasureGroupValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Load of Breakfast MealsLow glycaemic load meals9.0 mmol/lStandard Deviation 2.3
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Load of Breakfast MealsMedium glycaemic load meals8.9 mmol/lStandard Deviation 2.4
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Glycaemic Load of Breakfast MealsHigh glycaemic load meals9.3 mmol/lStandard Deviation 2.9
Comparison: High glycaemic load breakfast meals vs low and medium glycaemic load mealsp-value: 0.2595% CI: [-0.3, 1.2]Linear Mixed Model
Secondary

Mean Postprandial Glucose and Type of Breakfast Meal

Mean postprandial glucose from CGM data over four hours postprandial period after ingestion of breakfast meal containing a ready to eat cereal compared with breakfast meals containing a protein food

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: The is was a sub group analysis of 'Breakfast cereal only' meals vs 'breakfast meals with added protein food'

ArmMeasureGroupValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Type of Breakfast MealBreakfast cereal meals9.6 mmol/lStandard Deviation 2.7
Glucose Variability Then Breakfast and Postprandial QuestionnairesMean Postprandial Glucose and Type of Breakfast MealAdded protein meals8.5 mmol/lStandard Deviation 2
Comparison: Breakfast cereals meals vs added protein mealsp-value: 0.0195% CI: [0.4, 2.1]Linear Mixed Model
Secondary

Nocturnal Coefficient of Variation Percentage Over 90 Days

This measures the amount of dispersion (spread) around the mean. It is calculated from the standard deviation divided by the mean and multiplied by 100 to give a percentage. This was taken from the standard deviation and mean from up to 90 days of retrospective CGM data (mean of 79.3 days of CGM readings) for the 22.00 - 06.00 period of time. This represents how much glucose moves up and down. A CV% of 36% or less indicates stable glucose

Time frame: 90 days of CGM data

Population: Nocturnal CV% (22.00-06.00) calculated from 79.3 days of CGM data

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesNocturnal Coefficient of Variation Percentage Over 90 Days36.4 percentageStandard Deviation 5.2
Secondary

Peak Glucose Excursion

The peak glucose excursions calculated from the CGM readings for 381 breakfast meals over 4 hour postprandial period - this is the highest excursion over the 4 hour period

Time frame: From baseline (start of meal) to 4 hours postprandial at 5 min intervals

Population: CGM data over 4-hour postprandial period for 381 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesPeak Glucose Excursion4.9 mmol/lStandard Deviation 3.1
Secondary

Time in Range (Minutes)

Calculated from the CGM readings for 387 breakfast meals over 4 hour postprandial period. Time in range refers to the time spent with a glucose reading between 3.9-10mmol/l

Time frame: From baseline (start of meal) to 4 hours postprandial at 5min intervals

Population: CGM data over 4-hour postprandial period for 387 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesTime in Range (Minutes)147 MinutesStandard Deviation 78.2
Secondary

Time to Peak

From CGM data. This is the time of the highest excursion over the 4-hour period

Time frame: From baseline (start of meal) to 4 hours postprandial at 5 min intervals

Population: CGM data over 4-hour postprandial period for 381 breakfast meals consumed by 71 participants

ArmMeasureValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesTime to Peak123.8 MinutesStandard Deviation 78.1
Secondary

Time to Peak Across Categories of Glycaemic Load

CGM data over 4 hour postprandial period for three categories of glycaemic load.

Time frame: From baseline (start of meal) to 4 hours postprandial

Population: A comparison of breakfast meals which had a baseline glucose for low medium and high glycaemic load

ArmMeasureGroupValue (MEAN)Dispersion
Glucose Variability Then Breakfast and Postprandial QuestionnairesTime to Peak Across Categories of Glycaemic LoadLow glycaemic load meals148 MinutesStandard Deviation 87
Glucose Variability Then Breakfast and Postprandial QuestionnairesTime to Peak Across Categories of Glycaemic LoadMedium glycaemic load meals132 MinutesStandard Deviation 79
Glucose Variability Then Breakfast and Postprandial QuestionnairesTime to Peak Across Categories of Glycaemic LoadHigh glycaemic load meals118 MinutesStandard Deviation 76
Comparison: High glycaemic load breakfast meals vs low and medium glycaemic load mealsp-value: 0.0495% CI: [0.6, 44]Linear Mixed Model

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026