Translating Biometric Data Into Blood Glucose Levels

The study will be conducted over a two-week period where the participants are required to wear the prototype, that will continuously collect the biometric data. Participants are required to use this device together with two existing commercially available blood glucose meters that are considered management routine for diabetes (an Abbott FreeStyle Libre and an Accu-Chek® Mobile), throughout the duration of the study. The majority of the study is carried out independently, by the participants, where they wear the prototype throughout their daily life and activities. The data collected from the non-invasive custom-built device and the existing blood glucose meters will be used to develop a computer model that will allow for blood glucose levels to be predicted, over time.

The study will not interfere with any of the participants' diabetes management plans provided to them, by their regular doctor, under regular care, such as medications, diet and current use of blood glucose monitoring.

It is hypothesised that the bioimoedance data collected using the non-invasive prototype device, in conjunction with existing devices used in diabetes management, will enable the development of a computer model that allows for blood glucose levels to be predicted in people with type 2 diabetes.

Inclusion criteria

• Aged 18 - 70 years
• Physician diagnosis of Type 2 diabetes
• Haemoglobin A1c (HbA1c) range between 7 - 10%
• Body mass index between 20 - 40
• Regularly eats 3 meals per day (breakfast, lunch, and dinner)
• Technologically literate (e.g. able to use Apps, smart phones)
• Able to commit to attending the Sponsor site
• Able to commit to wearing a non-invasive, custom-built device through most daily activities
• Currently self-monitoring their BGL and able to commit to taking measurements at least 6 times per day
• Proficiency in reading and writing in English

Exclusion criteria

• Currently on insulin therapy (other than long-acting insulin therapy)
• Currently pregnant, pregnant in the last 6 months, or planning a pregnancy
• Currently breastfeeding
• Current smoker
• Any other confounding major disease or condition as deemed appropriate by investigator, determined by review of medical history and/or patient reported medical history
• Clinically unstable or rapidly progressing diabetic retinopathy, neuropathy, and/or frequent nausea, bloating or vomiting, sever gastroesophageal reflux, or early satiety.
• Multiple medications (taking more than 10 medications is often an indicator of having multiple major comorbidities which is an exclusion criteria. Furthermore, we want to exclude potential multiple drug interactions with blood glucose levels which may impact results of study)
• Currently on active curative treatments for cancer
• Currently receiving systemic glucocorticoid therapy
• Using lipid-lowering medication at a dose that has not been stable for the past 3 months
• History of reactions to alcohol wipes, antiseptics, or adhesives (isobornyl acrylate which is the adhesive used for attachment of Freestyle Libre sensors and may cause contact dermatitis)
• Using an insulin pump
• Pacemaker fitted
• Fasting C-peptide levels below 0.5 ng/mL or above 2.0 ng/mL
• Has had an episode of diabetic ketoacidosis in the past 6 months
• Has had an episode of severe hypoglycemia within the past 6 months
• Currently unstable blood glucose control
• Receiving dialysis treatment
• Has had a blood transfusion or severe blood loss within the past 3 months
• Unwilling to self-monitor their BGL (at least 6 measurement, daily)
• Currently participating in another clinical study
• Known to the Investigators
• Other investigator-determined criteria making participants unsuitable for participation