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The "More Health, Less Diabetes" project is a hybrid randomized controlled trial to prevent type 2 diabetes in individuals at risk through structured exercise and lifestyle education. While exercise benefits for people with diabetes are well-documented, evidence remains limited on the effectiveness and cost-effectiveness of in-person and home-based exercise programs in a prediabetic population. This study aims to understand the clinical and cost-effectiveness of a three-arm RCT (online, in-person, and a control group) in people at high risk of developing T2DM. This 12-month program includes six months of supervised exercise (3 times/week) and a six-month follow-up. During the first six months, both intervention groups will attend educational sessions to improve health literacy and promote healthy habits. The primary outcome will be 2h glycemia in an oral glucose tolerance test. Secondary outcomes include other aspects of glycemic control (HbA1c, fasting glycemia, HOMA-IR, Matsuda index), 24-hour movement, body composition, vascular health, physical fitness, and cost-effectiveness using a social return on investment approach.
Introduction
Diabetes is a major public health concern affecting approximately 11.1% of the adult population (588.7 million people), with projections suggesting an increase to 852 million by 2050. In Portugal, diabetes affects approximately 14.1% of the population between 20-79 years, with an additional 28.6% of the Portuguese population having intermediate hyperglycemia. These alarming values result in a financial burden for the Portuguese healthcare system, with annual costs ranging between 6-7% of total Portuguese healthcare cost.
On this note, there is evidence that 70% of people with intermediate hyperglycemia tend to develop type 2 diabetes mellitus (T2DM) in a 10- year follow-up . Risk factors, such as higher BMI and waist circumference values, physical inactivity, unhealthy diet, and poor health literacy, are directly associated with the development of T2DM. Furthermore, from the early stages of pre-diabetes, there is strong evidence of structural and functional vascular changes, which are known to increase in the medium to long/term micro and macrovascular complications.
From an economic and public health perspective, exercise interventions in a community setting are worth investing for T2DM management and prevention. The Diabetes Prevention Program (DPP) reported that 5-7% individuals who met the physical activity goals reduced their incidence of T2DM by 44% - even without weight loss. The 15-year follow-up study of the DPP has also provided evidence of the superior impact of a lifestyle intervention for preventing the development of DMT2 compared to just medication. Furthermore, our group has also shown the importance of exercise in improving health-related biomarkers in people with T2DM. Despite its known benefits, evidence suggests that comparability across exercise interventions is limited due to several issues, such as heterogeneity in intervention type, design, and delivery. For instance, studies have explored the impact of online or in-person regimes to address how lifestyle interventions should be delivered. The current body of literature on online interventions suggests that the improvements in health-related outcomes and adherence may be compromised in the medium to long term. However, online interventions are known to be more scalable and less expensive than in-person programs. On the other hand, evidence from national in-person programs, such as the "Diabetes em Movimento" program, has shown that community-based exercise programs can significantly improve cardiometabolic parameters and still be cost-effective in people with T2DM. This program is currently implemented in 52 Portuguese municipalities. Despite the effectiveness and cost-effectiveness of such exercise programs on the T2DM population, there is a gap of experimental evidence of how in-person or online lifestyle programs impact those at risk of developing T2DM. Thus, it is crucial to develop a proof-of-concept, evidence-based exercise program tailored to individuals at risk of T2DM that can ultimately be scaled to reduce the burden of T2DM at a population level. Implementing a hybrid randomized controlled trial would allow for a comprehensive cost- effectiveness evaluation, helping to determine whether online or in-person delivery yields the most economically viable and clinically beneficial outcomes.
Aims
1. To analyze the clinical effectiveness of a 6-month online regime vs. in-person lifestyle intervention vs. controls on post-prandial 2h glucose in an OGTT in people at an increased risk of developing type 2 diabetes and its impact at a 12-month follow-up period.
Secondary:
Recruitment
Participants will be recruited for an interventional study targeting individuals with prediabetes or a high-to-very-high risk of Type 2 Diabetes, based on risk stratification using the FINDRISC questionnaire. Recruitment will take place through primary healthcare consultations in the Oeiras municipality. Individuals diagnosed with Diabetes Mellitus, those who underwent a diabetes risk assessment more than three years ago, or those with a confirmed diagnosis of diabetes will be excluded. Power calculations and sample size estimation (G-Power, Version 3.1.3) were based on an effect size of 0.2 for the Finnish Diabetes Risk Score (FINDRISC), with α = 0.05 and a power of 0.80. The final sample will consist of 90 participants, accounting for an expected dropout rate of 30%.
Study Design
The "More Health, Less Diabetes" research project is a randomized controlled trial (RCT) with three distinct groups: a control group (CG), an online intervention group (OIG), and an in-person intervention group (IIG). The OIG will receive online educational sessions and structured home-based exercises, while the IIG will participate in in-person educational sessions and supervised physical exercise. The control group will not participate in educational sessions or structured physical exercise.
The intervention will last six months across all groups, with additional follow-up assessments at 12 months. No educational sessions will occur during the follow-up period, and exercise will be optional for all groups. During this phase, control group participants may also join exercise sessions.
Randomization will be automated and conducted by a team member not directly involved in data collection or intervention processes. The Redcap® platform will be used for randomization, ensuring a 1:1:1 allocation ratio stratified by age.
Laboratory Analyses
Biochemical assessments will be conducted through primary healthcare centers. Participants will undergo clinical analyses of glycated hemoglobin (HbA1c) and fasting blood glucose, as well as a 2-hour glucose tolerance test (OGTT) after ingesting 75g of glucose at baseline, after six months, and after one year.
Anthropometric Measurements
Participants' weight and height will be measured with a precision of 0.01 kg and 0.1 cm, respectively, using a scale with an integrated stadiometer (Seca, Hamburg, Germany). Body Mass Index (BMI) will be calculated using the formula [weight (kg)/height² (m²)]. Measurements will be collected at baseline, six months, and one year.
Bioelectrical Impedance Analysis
Whole-body bioelectrical impedance analysis (BIA) will be performed using the AKERN BIA 101/BIVA PRO device, a phase-sensitive single-frequency BIA device. Participants will be instructed to lie down for 10 minutes before measurement. After cleaning the skin, eight low-impedance electrodes (Biatrodes, Akern Srl, Florence, Italy) will be placed on the dorsal surfaces of the feet, ankles, wrists, and hands. This analysis will be performed at baseline, after six months, and after one year.
Dual-Energy X-ray Absorptiometry (DXA)
Lean body mass and fat mass will be determined for the whole body and regionally using dual-energy X-ray absorptiometry (DXA; Hologic Explorer W, QDR for Windows version 12.4, Waltham, MA, USA). This evaluation will be conducted at baseline, after six months, and after one year.
Maximal Cardiopulmonary Exercise Testing
A maximal cardiopulmonary exercise test will be used to assess peak aerobic capacity, peak power output (PPO), and pre-existing cardiac conditions. A ramp incremental protocol will be performed to exhaustion on a cycle ergometer (Monark 839E, Kroons Vag, Sweden). Workload will start at 20 Watts/min and increase in increments of 5-20 Watts/min, based on individual cardiopulmonary responses in the first minute, with a constant cadence of 60 rpm. A cardiologist will monitor all tests using a 12-lead electrocardiogram, and additional data, including heart rate, will be recorded using Omnia software (Cosmed, Rome, Italy). Expired and inspired gases will be continuously analyzed using a Quark RMR w/CPET gas analyzer (version 9.1, Cosmed, Rome, Italy).
Handgrip Strength
The handgrip strength will be accessed using a dynamometer (JAMAR), which measures the upper limb strength and can estimate an individual's total strength.
Vascular Health
Vascular functional health will be measured via pulse wave velocity on the carotid-femoral, carotid-radial, and femoral dorsalis sites (Complior, Alam Medical, France). Structural indices will be assessed via intima-media thickness and arterial stiffness using ultrasonography of the right common carotid artery (Arietta V60, Hitachi Aloka, Japan).
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Control group | Active Comparator | The control group will not participate in educational sessions or structured physical exercise. |
|
| In-person intervention group (IIG). | Experimental | The IIG will participate in in-person educational sessions and supervised physical exercise |
|
| Online intervention group (OIG) | Experimental | The OIG will receive online educational sessions and structured home-based exercises |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Exercise | Behavioral | This project is a randomized controlled trial (RCT) with three distinct groups: a control group (CG), an online intervention group (OIG), and an in-person intervention group (IIG). The OIG will receive online educational sessions and structured home-based exercises, while the IIG will participate in in-person educational sessions and supervised physical exercise. The control group will not participate in educational sessions or structured physical exercise. |
| Measure | Description | Time Frame |
|---|---|---|
| 2-hour glucose tolerance test (OGTT) | Biochemical assessments will be conducted through primary healthcare centers. Participants will undergo clinical analyses of a 2-hour glucose tolerance test (OGTT) after ingesting 75g of glucose at baseline, after six months, and after one year. | 1 year |
| Measure | Description | Time Frame |
|---|---|---|
| Height in centimeters | Participants' height will be measured with a precision of 0.1 cm, using a scale with an integrated stadiometer (Seca, Hamburg, Germany). Measurements will be collected at baseline, six months, and one year. | 1 year |
| Weight in kilograms |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| João Magalhães Associate Professor, Doctor | Contact | 967 832 539 | +351 | joaomagalhaes@fmh.ulisboa.pt |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Faculty of Human Kinetics | Recruiting | Lisbon | Lisbon District | 1499-002 | Portugal |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 26377054 | Background | Diabetes Prevention Program Research Group. Long-term effects of lifestyle intervention or metformin on diabetes development and microvascular complications over 15-year follow-up: the Diabetes Prevention Program Outcomes Study. Lancet Diabetes Endocrinol. 2015 Nov;3(11):866-75. doi: 10.1016/S2213-8587(15)00291-0. Epub 2015 Sep 13. | |
| 35914061 |
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| ID | Term |
|---|---|
| D018149 | Glucose Intolerance |
| D003920 | Diabetes Mellitus |
| D009043 | Motor Activity |
| ID | Term |
|---|---|
| D006943 | Hyperglycemia |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
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| ID | Term |
|---|---|
| D015444 | Exercise |
| ID | Term |
|---|---|
| D009043 | Motor Activity |
| D009068 | Movement |
| D009142 | Musculoskeletal Physiological Phenomena |
| D055687 | Musculoskeletal and Neural Physiological Phenomena |
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The "More Health, Less Diabetes" research project is a randomized controlled trial (RCT) with three distinct groups: a control group (CG), an online intervention group (OIG), and an in-person intervention group (IIG). The OIG will receive online educational sessions and structured home-based exercises, while the IIG will participate in in-person educational sessions and supervised physical exercise. The control group will not participate in educational sessions or structured physical exercise.
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|
Participants' weight will be measured with a precision of 0.01 kg, using a scale with an integrated stadiometer (Seca, Hamburg, Germany). Measurements will be collected at baseline, six months, and one year. |
| 1 year |
| Body Mass Index | Body Mass Index (BMI) will be calculated using the formula [weight (kg)/height² (m²)]. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Effectiveness of the program | The primary effectiveness outcome will be the change in 2-hour glucose OGTT levels. | Through study completion, an average of 1 year |
| Costs of the program | The total cost of the program will be calculated by summing direct costs (e.g., facility use, instructor fees, and equipment) and indirect costs (e.g., participant time and transportation, where applicable). | Through study completion, an average of 1 year |
| Cost-effectiveness | Cost-effectiveness will be assessed using the Social Return on Investment framework, which estimates the social value generated for each monetary unit invested. This outcome measure will combine cost and effectiveness of the program. | Through study completion, an average of 1 year |
| Glycated Hemoglobin | Biochemical assessments will be conducted through primary healthcare centers. Participants will undergo clinical analyses of glycated hemoglobin (HbA1c).Measurements will be collected at baseline, six months, and one year. | 1 year |
| Fasting blood glucose | Biochemical assessments will be conducted through primary healthcare centers. Participants will undergo clinical analyses of fasting blood glucose. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) | HOMA-IR will be calculated to estimated insulin resistance. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Matsuda Index | Matsuda Index will be calculated to assess insulin sensitivity. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Bioelectrical Impedance Analysis | Whole-body bioelectrical impedance analysis (BIA) will be performed using the AKERN BIA 101/BIVA PRO device, a phase-sensitive single-frequency BIA device. Participants will be instructed to lie down for 10 minutes before measurement. After cleaning the skin, eight low-impedance electrodes (Biatrodes, Akern Srl, Florence, Italy) will be placed on the dorsal surfaces of the feet, ankles, wrists, and hands. This analysis will be performed at baseline, after six months, and after one year. | 1 year |
| Maximal Cardiopulmonary Exercise Testing | A maximal cardiopulmonary exercise test will be used to assess peak aerobic capacity, peak power output (PPO), and pre-existing cardiac conditions. A ramp incremental protocol will be performed to exhaustion on a cycle ergometer (Monark 839E, Kroons Vag, Sweden). Workload will start at 20 Watts/min and increase in increments of 5-20 Watts/min, based on individual cardiopulmonary responses in the first minute, with a constant cadence of 60 rpm. A cardiologist will monitor all tests using a 12-lead electrocardiogram, and additional data, including heart rate, will be recorded using Omnia software (Cosmed, Rome, Italy). Expired and inspired gases will be continuously analyzed using a Quark RMR w/CPET gas analyzer (version 9.1, Cosmed, Rome, Italy). Measurements will be collected at baseline, six months, and one year. | 1 year |
| Dual-Energy X-ray Absorptiometry (DXA) | Lean body mass and fat mass will be determined for the whole body and regionally using dual-energy X-ray absorptiometry (DXA; Hologic Explorer W, QDR for Windows version 12.4, Waltham, MA, USA). This evaluation will be conducted at baseline, after six months, and after one year. | 1 year |
| Handgrip Strenght | The handgrip strength will be accessed using a dynamometer (JAMAR), which measures the upper limb strength and can estimate an individual's total strength. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Vascular Health-pulse wave velocity | Vascular functional health will be measured via pulse wave velocity on the carotid-femoral, carotid-radial, and femoral dorsalis sites (Complior, Alam Medical, France). Measurements will be collected at baseline, six months, and one year. | 1 year |
| Vascular structural indices- Arterial Stiffness | Structural indices will be assessed viaarterial stiffness using ultrasonography of the right common carotid artery (Arietta V60, Hitachi Aloka, Japan). Measurements will be collected at baseline, six months, and one year. | 1 year |
| Vascular structural indices- Intima-media thickness | Structural indices will be assessed via intima-media thickness using ultrasonography of the right common carotid artery (Arietta V60, Hitachi Aloka, Japan). Measurements will be collected at baseline, six months, and one year. | 1 year |
| GRAFFAR Questionnaire | GRAFFAR questionnaire will be used to assess the socioeconomic status of the participants. Measurements will be collected at baseline, six months, and one year. | 1 year |
| FINDRISC Questionnaire | FINDRISC questionnaire will be used to assess participants' risk of developing type 2 diabetes. Measurements will be collected at baseline, six months, and one year. | 1 year |
| EQ-5D-5L Questionnaire | EQ-5D-5L questionnaire will be used to assess participants' quality of life. Measurements will be collected at baseline, six months, and one year. | 1 year |
| IPAQ Questionnaire | Adapted IPAQ questionnaire will be used to assess participants' physical activity level. Measurements will be collected at baseline, six months, and one year. | 1 year |
| PREDIMED Questionnaire | PREDIMED questionnaire will be used to assess participants' diet. Measurements will be collected at baseline, six months, and one year. | 1 year |
| Magliano DJ, Boyko EJ; IDF Diabetes Atlas 10th edition scientific committee. IDF DIABETES ATLAS [Internet]. 10th edition. Brussels: International Diabetes Federation; 2021. Available from http://www.ncbi.nlm.nih.gov/books/NBK581934/ |
| 37330638 | Background | Al Ozairi E, Alsaeed D, Al Roudhan D, Jalali M, Mashankar A, Taliping D, Abdulla A, Gill JMR, Sattar N, Welsh P, Gray SR. The effect of home-based resistance exercise training in people with type 2 diabetes: A randomized controlled trial. Diabetes Metab Res Rev. 2023 Oct;39(7):e3677. doi: 10.1002/dmrr.3677. Epub 2023 Jun 17. |
| 15616225 | Background | Dunstan DW, Daly RM, Owen N, Jolley D, Vulikh E, Shaw J, Zimmet P. Home-based resistance training is not sufficient to maintain improved glycemic control following supervised training in older individuals with type 2 diabetes. Diabetes Care. 2005 Jan;28(1):3-9. doi: 10.2337/diacare.28.1.3. |
| 17130189 | Background | Dunstan DW, Vulikh E, Owen N, Jolley D, Shaw J, Zimmet P. Community center-based resistance training for the maintenance of glycemic control in adults with type 2 diabetes. Diabetes Care. 2006 Dec;29(12):2586-91. doi: 10.2337/dc06-1310. |
| 34225674 | Background | Golovaty I, Wadhwa S, Fisher L, Lobach I, Crowe B, Levi R, Seligman H. Reach, engagement and effectiveness of in-person and online lifestyle change programs to prevent diabetes. BMC Public Health. 2021 Jul 5;21(1):1314. doi: 10.1186/s12889-021-11378-4. |
| 36729308 | Background | Correia IR, Hetherington-Rauth M, Magalhaes JP, Judice PB, Rosa GB, Henriques-Neto D, Manas A, Ara I, Silva AM, Sardinha LB. Compensatory mechanisms from different exercise intensities in type 2 diabetes: a secondary analysis of a 1-year randomized controlled trial. Acta Diabetol. 2023 May;60(5):645-654. doi: 10.1007/s00592-023-02038-7. Epub 2023 Feb 2. |
| 34603073 | Background | Magalhaes JP, Hetherington-Rauth M, Judice PB, Correia IR, Rosa GB, Henriques-Neto D, Melo X, Silva AM, Sardinha LB. Interindividual Variability in Fat Mass Response to a 1-Year Randomized Controlled Trial With Different Exercise Intensities in Type 2 Diabetes: Implications on Glycemic Control and Vascular Function. Front Physiol. 2021 Sep 16;12:698971. doi: 10.3389/fphys.2021.698971. eCollection 2021. |
| 28902144 | Background | Mendes R, Sousa N, Reis VM, Themudo-Barata JL. Implementing Low-Cost, Community-Based Exercise Programs for Middle-Aged and Older Patients with Type 2 Diabetes: What Are the Benefits for Glycemic Control and Cardiovascular Risk? Int J Environ Res Public Health. 2017 Sep 13;14(9):1057. doi: 10.3390/ijerph14091057. |
| 30885194 | Background | Magalhaes JP, Melo X, Correia IR, Ribeiro RT, Raposo J, Dores H, Bicho M, Sardinha LB. Effects of combined training with different intensities on vascular health in patients with type 2 diabetes: a 1-year randomized controlled trial. Cardiovasc Diabetol. 2019 Mar 18;18(1):34. doi: 10.1186/s12933-019-0840-2. |
| 30284352 | Background | Magalhaes JP, Judice PB, Ribeiro R, Andrade R, Raposo J, Dores H, Bicho M, Sardinha LB. Effectiveness of high-intensity interval training combined with resistance training versus continuous moderate-intensity training combined with resistance training in patients with type 2 diabetes: A one-year randomized controlled trial. Diabetes Obes Metab. 2019 Mar;21(3):550-559. doi: 10.1111/dom.13551. Epub 2018 Oct 29. |
| 31960071 | Background | Hetherington-Rauth M, Magalhaes JP, Judice PB, Melo X, Sardinha LB. Vascular improvements in individuals with type 2 diabetes following a 1 year randomised controlled exercise intervention, irrespective of changes in cardiorespiratory fitness. Diabetologia. 2020 Apr;63(4):722-732. doi: 10.1007/s00125-020-05089-5. Epub 2020 Jan 20. |
| 33028418 | Background | Magalhaes JP, Santos DA, Correia IR, Hetherington-Rauth M, Ribeiro R, Raposo JF, Matos A, Bicho MD, Sardinha LB. Impact of combined training with different exercise intensities on inflammatory and lipid markers in type 2 diabetes: a secondary analysis from a 1-year randomized controlled trial. Cardiovasc Diabetol. 2020 Oct 7;19(1):169. doi: 10.1186/s12933-020-01136-y. |
| 16936160 | Background | Hamman RF, Wing RR, Edelstein SL, Lachin JM, Bray GA, Delahanty L, Hoskin M, Kriska AM, Mayer-Davis EJ, Pi-Sunyer X, Regensteiner J, Venditti B, Wylie-Rosett J. Effect of weight loss with lifestyle intervention on risk of diabetes. Diabetes Care. 2006 Sep;29(9):2102-7. doi: 10.2337/dc06-0560. |
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| Background | Diabetologia SPd. Diabetes: Factos e Números- O ano de 2019, 2020 e 2021- Relatório Anual do Observatório Nacional de Diabetes. 2023. |
| D004700 | Endocrine System Diseases |
| D001519 | Behavior |