Type 1 DiabetesABC4DNCT02053051
Advanced Bolus Calculator for Type 1 Diabetes (ABC4D)
A study testing ABC4D and Standard bolus calculator in people with Type 1 Diabetes, run by Imperial College London at 1 site in United Kingdom.
Trial summary
This study aims to assess the safety and efficacy of a novel advanced bolus calculator in subjects with Type 1 diabetes. Insulin bolus calculators have been developed to aid insulin dose adjustment and existing standard insulin bolus calculator consist of a simple algorithm that requires five subject-specific… Read more about this study
- Who is it for?
- Ages 18 years and older
- Conditions the study is for
- Type 1 Diabetes
- What is being tested?
- ABC4D and Standard bolus calculator
- Type of treatment
- Medical device
- Could I receive a placebo?
- No, everyone receives an active treatment
- How many people
- 25 participants
- Where
- 1 siteUnited Kingdom
- Study dates
- 12 Nov 2013to 31 Oct 2021
- Phase
- Interventional
- Are there results?
- Yes, posted in the registrySummary in the doctors' view
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 18 years and older
- All sexes
- No healthy volunteers
- Adult, Older adult
Who may be able to join
- Adults ≥18 years of age
- Diagnosis of T1DM for > 1 year
- On MDI using a basal-bolus insulin regime
- Structured education in previous 3 years
- HbA1c ≤ 86mmol/mol
- No severe hypoglycaemia (defined as needing 3rd party assistance) in previous year
Who cannot join
- Recurrent severe hypoglycaemia
- Pregnant or planning pregnancy
- Breastfeeding
- Enrolled in other clinical trials
- Have active malignancy or under investigation for malignancy
- Addison's Disease
Show all 11Show fewer
- Gastroparesis
- Autonomic neuropathy
- Concomitant use of GLP-1 analogues and gliptins
- Visual impairment
- Reduced manual dexterity
Trial locations and contacts
1 site in 1 country.
United Kingdom1 site
Imperial College London, Imperial College Healthcare NHS Trust
London, W2 1PG
About this study
Official title: Clinical Assessment of an Advanced Bolus Calculator for Type 1 Diabetes (ABC4D)
This study aims to assess the safety and efficacy of a novel advanced bolus calculator in subjects with Type 1 diabetes. Insulin bolus calculators have been developed to aid insulin dose adjustment and existing standard insulin bolus calculator consist of a simple algorithm that requires five subject-specific parameters as input to generate a recommended bolus insulin dose:
- current blood glucose (mmol/L)
- target blood glucose (mmol/L)
- insulin-to-carbohydrate ratio (grams of carbohydrate per 1 unit of insulin)
- total grams of carbohydrate in meals
- insulin sensitivity factor (reduction in glucose per 1 unit of insulin)
Read the detailed description
The Diabetes Technology team at Imperial College have developed a novel advanced bolus calculator. The complete integrated system consists of a commercially available smartphone that holds the novel advanced algorithm. The system requires regular updates of cases derived from retrospective blinded continuous glucose monitoring data and for this a commercially available glucose sensor will be used. Each new case includes information about the problem (e.g. capillary blood glucose, meal information and physical exercise), solution (recommended insulin dose) and outcome (blood glucose following a meal). The novel decision support algorithm is based on case-based reasoning (CBR). CBR is an artificial intelligence technique that tries to solve newly encountered problems by applying the solutions learned from solved problems encountered in the past.
The end-product is therefore a subject specific insulin bolus calculator that continues to improve with time. The project utilises commercially available glucose sensors and smartphones (iPhone), integrated with a novel algorithm for insulin bolus calculation. The aim of the ABC4D is to minimise high and low glucose excursions which are associated with the complications of diabetes including blindness, kidney failure, nerve damage and cardiovascular disease.
An interim analysis was conducted in Phase 4 after 25 participants completed the study (in line with the protocol) and it was agreed to stop the study at this stage. A further protocol amendment was approved by REC/MHRA to commence ABC4D phase 5 (different CT.gov number: NCT03963219).
- Conditions
- Type 1 Diabetes
- Being tested
- ABC4D, Standard bolus calculator
- Keywords
- Type 1 Diabetes, Advanced Bolus Calculator
- Medical subject headings
- Diabetes Mellitus, Type 1
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
ABC4DDevice
Advanced Bolus Calculator for Type 1 Diabetes (ABC4D) to calculate pre-meal insulin boluses
Standard bolus calculatorDevice
| Study group | Role | What they receive |
|---|---|---|
| Phase 4: Intervention (ABC4D) | Experimental | Advanced Bolus Calculator for Type Diabetes (ABC4D) Receives: Device: ABC4D |
| Phase 4 Control: Standard bolus calculator | Active comparator | Standard bolus calculator Receives: Device: Standard bolus calculator |
What is being measured
The primary outcome is the main question the study is designed to answer.
HbA1c
Change in HbA1c
Measured: Baseline to 6 months
Secondary outcomes (2)
Percentage Time in Target Range
Difference between baseline and 6-month endpoint.
Measured: Baseline and 6 months
Percentage Time in Hypoglycaemia
Difference from baseline to 6-month endpoint.
Measured: Baseline and 6 months
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted3 Feb 2014 (estimated)
- Study start12 Nov 2013
- Primary completion30 Oct 2021
- Study completion31 Oct 2021
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Posted resultsParticipant flow, outcome measures and adverse events reported by the sponsor.
- Publications (1)Papers the sponsor has linked to this study.
- Other trials for Type 1 DiabetesStudies of the same condition, open and under way.
- More trials run by Imperial College LondonThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Other
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Masking
- None (open label)
- Enrolment
- 25 participants (actual)
Sponsor and investigators
- Lead sponsor
- Imperial College London
- Sponsor type
- University, hospital or other
- Responsible party
- Sponsor
- Investigators
- Desmond Johnston, F.Med.Sci, Principal investigator, Imperial College LondonNick Oliver, MRCP, Principal investigator, Imperial College LondonMonika Reddy, Principal investigator, Imperial College London
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT02053051
- Sponsor's protocol ID
- 13SM0091
- Acronym
- ABC4D
- Status last verified
- Mar 2024
- First submitted
- 22 Jan 2014
- Last updated
- 16 Aug 2024
- Results posted
- Yes, on ClinicalTrials.gov
- Data monitoring committee
- Yes
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No: This was not part of the approved protocol. Any peer-reviewed publications will be shared with the study participants and will be accessible to other researchers.
Publications
Reddy M, Pesl P, Xenou M, Toumazou C, Johnston D, Georgiou P, Herrero P, Oliver N. Clinical Safety and Feasibility of the Advanced Bolus Calculator for Type 1 Diabetes Based on Case-Based Reasoning: A 6-Week Nonrandomized Single-Arm Pilot Study. Diabetes Technol Ther. 2016 Aug;18(8):487-93. doi: 10.1089/dia.2015.0413. Epub 2016 May 19.
PubMed 27196358
Study at a glance
From the registry record, last updated by the sponsor on 16 Aug 2024. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Clinical Assessment of an Advanced Bolus Calculator for Type 1 Diabetes (ABC4D)
- ClinicalTrials.gov ID
- NCT02053051
- Acronym / sponsor ID
- ABC4D / 13SM0091
- Conditions
- Type 1 Diabetes
- Keywords
- Type 1 Diabetes, Advanced Bolus Calculator
- Study type
- Interventional
- Recruitment status
- Completed
- Enrolment
- 25 participants (actual)
- Lead sponsor
- Imperial College LondonUniversity, hospital or other
- Study start
- 12 Nov 2013 (actual)
- Primary completion
- 30 Oct 2021 (actual)
- Study completion
- 31 Oct 2021 (actual)
- First posted
- 3 Feb 2014 (estimated)
- Results
- Posted 16 Aug 2024
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
This study aims to assess the safety and efficacy of a novel advanced bolus calculator in subjects with Type 1 diabetes. Insulin bolus calculators have been developed to aid insulin dose adjustment and existing standard insulin bolus calculator consist of a simple algorithm that requires five subject-specific parameters as input to generate a recommended bolus insulin dose:
- current blood glucose (mmol/L)
- target blood glucose (mmol/L)
- insulin-to-carbohydrate ratio (grams of carbohydrate per 1 unit of insulin)
- total grams of carbohydrate in meals
- insulin sensitivity factor (reduction in glucose per 1 unit of insulin)
Detailed description
The Diabetes Technology team at Imperial College have developed a novel advanced bolus calculator. The complete integrated system consists of a commercially available smartphone that holds the novel advanced algorithm. The system requires regular updates of cases derived from retrospective blinded continuous glucose monitoring data and for this a commercially available glucose sensor will be used. Each new case includes information about the problem (e.g. capillary blood glucose, meal information and physical exercise), solution (recommended insulin dose) and outcome (blood glucose following a meal). The novel decision support algorithm is based on case-based reasoning (CBR). CBR is an artificial intelligence technique that tries to solve newly encountered problems by applying the solutions learned from solved problems encountered in the past.
The end-product is therefore a subject specific insulin bolus calculator that continues to improve with time. The project utilises commercially available glucose sensors and smartphones (iPhone), integrated with a novel algorithm for insulin bolus calculation. The aim of the ABC4D is to minimise high and low glucose excursions which are associated with the complications of diabetes including blindness, kidney failure, nerve damage and cardiovascular disease.
An interim analysis was conducted in Phase 4 after 25 participants completed the study (in line with the protocol) and it was agreed to stop the study at this stage. A further protocol amendment was approved by REC/MHRA to commence ABC4D phase 5 (different CT.gov number: NCT03963219).
Study design
- Primary purpose
- Other
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Masking
- None (open label)
- Number of arms
- 2
| Arm | Type | Receives |
|---|---|---|
| Phase 4: Intervention (ABC4D) | Experimental | Device: ABC4DAdvanced Bolus Calculator for Type Diabetes (ABC4D) |
| Phase 4 Control: Standard bolus calculator | Active comparator | Device: Standard bolus calculatorStandard bolus calculator |
Who may qualify
- Ages
- 18 years and older
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
Key inclusion criteria (6 listed)
- Adults ≥18 years of age
- Diagnosis of T1DM for > 1 year
- On MDI using a basal-bolus insulin regime
- Structured education in previous 3 years
- HbA1c ≤ 86mmol/mol
Key exclusion criteria (11 listed)
- Recurrent severe hypoglycaemia
- Pregnant or planning pregnancy
- Breastfeeding
- Enrolled in other clinical trials
- Have active malignancy or under investigation for malignancy
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| ABC4DAdvanced Bolus Calculator for Type 1 Diabetes (ABC4D) to calculate pre-meal insulin boluses | Device | Phase 4: Intervention (ABC4D) |
| Standard bolus calculator | Device | Phase 4 Control: Standard bolus calculator |
Primary outcome
HbA1c
Time frame: Baseline to 6 months
Change in HbA1c
2 secondary outcomes
Percentage Time in Target Range
Time frame: Baseline and 6 months
Percentage Time in Hypoglycaemia
Time frame: Baseline and 6 months
Results and safety
Loading the posted results from ClinicalTrials.gov…
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 16 Aug 2024.
- Posted resultsParticipant flow, baseline, all outcome measures and adverse events.
- Derived from this study: PubMed 27196358Reddy M, Pesl P, Xenou M, Toumazou C, Johnston D, Georgiou P, Herrero P, Oliver N. Clinical Safety and Feasibility of the Advanced Bolus Calculator for Type 1 Diabetes Based on Case-Based Reasoning: A 6-Week Nonrandomized Single-Arm Pilot Study. Diabetes Technol Ther. 2016 Aug;18(8):487-93. doi: 10.1089/dia.2015.0413. Epub 2016 May 19.
- Our research websiteLink provided by the sponsor.
- Individual participant dataSharing planned: No. This was not part of the approved protocol. Any peer-reviewed publications will be shared with the study participants and will be accessible to other researchers.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Desmond Johnston, F.Med.Sci principal investigator
Imperial College London
Nick Oliver, MRCP principal investigator
Imperial College London
Monika Reddy principal investigator
Imperial College London
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing ABC4D and Standard bolus calculator in people with Type 1 Diabetes, run by Imperial College London at 1 site in United Kingdom.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 6 inclusion and 11 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: finished, as of the sponsor's last update on 16 Aug 2024. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United Kingdom. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
Yes. Results are posted in the registry (first posted 16 Aug 2024). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
HbA1c (time frame: Baseline to 6 months). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT02053051, which also lists 1 linked publication.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 16 Aug 2024.