Gestational Diabetes Mellitus
Conditions
Brief summary
Rationale of the study: Gestational diabetes mellitus (GDM) is very common and the rate of women suffering from it expected to increase in the next years. It is associated with maternal and fetal morbidity and the risk is correlated to the patient's degree of glucose control which can be achieved through a change in lifestyle or medication. Several studies have demonstrated the effectiveness of mobile apps in improving obstetric outcomes in GDM. In addition, the LUMEN device is a breathing device that produces dietary and exercise recommendations based on CO2 levels and improves metabolic parameters in patients with type 2 diabetes. No work has been done on its effectiveness in treating GDM. Aims of the study: Comparison of metabolic outcomes in women with gestational diabetes, with or without the use of LUMEN app. Design: This will be an open label parallel group 1:1 randomized-controlled trial Methods: the investigators will recruit women diagnosed with GDM. The women will be randomized to the intervention arm that will use the LUMEN device and app or to the control arm that will use a free mobile tracking app. The women will be required to monitor their blood sugar levels daily and to have GDM follow-up in the feto-maternal outpatient clinic, as is customary in GDM. After the birth, the maternal and neonatal outcome will be recorded. Based on past research data, a recruitment of 170 is needed to demonstrate a 16.7% decrease in insulin use to balance diabetes, with α = 0.05 and β = 80.
Detailed description
Objective The aim of the study is to examine the effect of using Lumen on metabolic parameters and anthropometric variables in patients with gestational diabetes mellitus. Aims and hypotheses Primary aim: To evaluate the rate of progression from GDM-A1 to GDM-A2 between the groups. Secondary aim: To evaluate the efficacy of Lumen on metabolic parameters, obstetric outcomes, and neonatal outcomes. Hypothesis: the investigators expect that using Lumen would reduce the rate of progression from GDM-A1 to GDM- A2. Methods Design This will be an open label parallel group 1:1 randomized-controlled trial. Participants The study will include up to 170 women diagnosed with GDM. GDM will be defined according to current ACOG (The American College of Obstetricians and Gynecologists) guidelines. A positive glucose challenge test at 24-28 weeks' gestation followed by at least two pathological values in oral glucose challenge or one pathological value and at least one additional risk factor for GDM (a first family member diagnosed with type 2 DM, obesity, history of GDM). Women in both groups it will use a glucometer and will be instructed in the use of the device. Use will include puncture of the fingertip to obtain a drop of blood and use of a suitable probe to obtain a sugar measurement. Eligibility criteria Inclusion criteria: 1. Gravidas aged 18-45 years 2. Singleton pregnancy 3. Diagnosed with GDM in current pregnancy 4. First visit to high-risk pregnancy clinic is no late than 32 weeks' gestation 5. Not treated with diabetes-related medications Exclusion criteria: Medications: 1. Insulin and medications for glycemic control 2. Antipsychotics 3. Diuretics 4. Corticosteroids 5. Oncologic treatment Version 4.0 , 24/05/2022 0572-21-RMB 5 Conditions: 1. Previous diagnosis of diabetes 2. Renal disease 3. Hepatic disease Personal requirements: 1. Inability to read and understand English 2. Inability to use a smartphone 3. Any issues arise with using the Lumen device and application 4. Aerobic exercise > 3 times per week Recruitment Women with GDM will be recruited via clinical referrals from the feto-maternal outpatient clinic or the feto-maternal unit in Rambam medical center (RMC) Intervention All the participants will be under regular follow-up of the treating obstetrician in the feto-maternal outpatient clinic. After the diagnosis of GDM the patients (of both groups) will be instructed regarding recommended diet and glucose monitoring as accustomed in our department. After randomization to the lumen group, subjects will use the Lumen device and mobile phone application, which will guide them once a day after the night fast regarding their daily diet, sleep, and routines according to their Lumen measurements. Subjects will need Google Fit (Android) or Apple Health Kit (iOS) and will be encouraged to communicate with a study investigator via the app during the entirety of the study to resolve technical questions about the device and data collection. The control group will use the glucose buddy app and will be managed in accordance with the common guidelines for GDM management. Participants of both group will measure their fating blood glucose levels and their postprandial blood glucose levels and record it in their mobile app.
Interventions
subjects will use the Lumen device and mobile phone application, which will guide them once a day after the night fast regarding their daily diet, sleep, and routines according to their Lumen measurements. Subjects will need Google Fit (Android) or Apple Health Kit (iOS) and will be encouraged to communicate with a study investigator via the app during the entirety of the study to resolve technical questions about the device and data collection.
The control group will use a designated glucose monitoring mobile app to record their glucose levels
Sponsors
Study design
Intervention model description
This will be an open label parallel group 1:1 randomized-controlled trial.
Eligibility
Inclusion criteria
1. Gravidas aged 18-45 years 2. Singleton pregnancy 3. Diagnosed with GDM in current pregnancy 4. First visit to high-risk pregnancy clinic is no late than 32 weeks' gestation 5. Not treated with diabetes-related medications
Exclusion criteria
\- Medications: 1. Insulin and medications for glycemic control 2. Antipsychotics 3. Diuretics 4. Corticosteroids 5. Oncologic treatment Conditions: 1. Previous diagnosis of diabetes 2. Renal disease 3. Hepatic disease Personal requirements: 1. Inability to read and understand English 2. Inability to use a smartphone 3. Any issues arise with using the Lumen device and application 4. Aerobic exercise \> 3 times per week
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| To evaluate the average change in blood glucose levels with the use the Lumen device | From date of randomization until the date delivery, assessed up to 4 months | The blood glucose levels will be recorded and the average levels will be compared between the groups |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| to compare the gestational age at delivery | From date of randomization until the date delivery, assessed up to 4 months | gestational age at delivery in weeks |
| to compare the parity between the groups | From date of randomization until the date delivery, assessed up to 4 months | parity |
| to compare the rate of family history of DM | From date of randomization until the date delivery, assessed up to 4 months | family history of DM |
| to compare the rate of chronic hypertension | From date of randomization until the date delivery, assessed up to 4 months | reported chronic hypertension |
| to compare smoking status | From date of randomization until the date delivery, assessed up to 4 months | smoking status in medical records |
| to compare baseline fertility characteristics | From date of randomization until the date delivery, assessed up to 4 months | Need for assisted reproductive technology |
| to compare baseline metabolic parameters | From date of randomization until the date delivery, assessed up to 4 months | fasting glucose obtained at first trimester, values of glucose challenge test (GCT) and oral glucose tolerance test (OGTT), hemoglobin A1C (HbA1C) upon diagnosis |
| to compare baseline educational status | From date of randomization until the date delivery, assessed up to 4 months | years of education |
| to compare the level of physical activity | at the date of randomization | level of physical activity as reported by the patients |
| to compare baseline body mass index between the groups | at the date of randomization | patient's body mass index (BMI) |
| To compare the Gestational age at delivery | at the date if delivery | Gestational age at delivery in weeks |
| to compare the mode of onset of labor | at the date if delivery | mode of onset of labor (medical or surgical) |
| to compare the rate of of preeclampsia or gestational hypertension | From date of randomization until the date delivery, assessed up to 4 months | the presence of preeclampsia or gestational hypertension |
| to compare the maternal age | From date of randomization until the date delivery, assessed up to 4 months | maternal age in years |
| To compare the rate of antenatal corticosteroids administration | From date of randomization until the date delivery, assessed up to 4 months | Antenatal corticosteroids administration |
| To evaluate the efficacy of Lumen on mode of delivery | At the date of delivery | mode of delivery |
| To evaluate the efficacy of Lumen on shoulder dystocia rate | At the date of delivery | shoulder dystocia as reported in medical records |
| To compare the rate of episiotomy | At the date of delivery | the use of episiotomy |
| To evaluate the change it the rate of obstetric anal sphincter injuries | At the date of delivery | Rate of obstetric anal sphincter injuries |
| To evaluate the change in birthweight | At the date of delivery | Birth weight in grams |
| To evaluate the change in neonatal death rate | from the date of delivery and up to 1 month from delivery | neonatal death rate |
| To evaluate the change in neonatal length of stay | from the date of delivery and up to 1 month from delivery | neonatal length of stay in days |
| To evaluate the change in hypoglycemia of the newborn | from the date of delivery and up to 1 month from delivery | hypoglycemia of the newborn is defined as blood glucose levels below 40 |
| To evaluate the change in respiratory morbidity | from the date of delivery and up to 1 month from delivery | respiratory morbidity |
| To evaluate the change in need for phototherapy | from the date of delivery and up to 1 month from delivery | Need for phototherapy |
| To evaluate the change in need for neonatal intensive care unit (NICU) admission | from the date of delivery and up to 1 month from delivery | neonatal intensive care unit (NICU) admission |
| to compare the rate of polyhydramnios | From date of randomization until the date delivery, assessed up to 4 months | polyhydramnios (amniotic fluid index \> 95th percentile for gestational age) |