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Journal of the American Heart... Sep 2016The relationships between physical activity (PA) and both cardiovascular disease (CVD) and type 2 diabetes mellitus (T2DM) have predominantly been estimated using... (Meta-Analysis)
Meta-Analysis Review
BACKGROUND
The relationships between physical activity (PA) and both cardiovascular disease (CVD) and type 2 diabetes mellitus (T2DM) have predominantly been estimated using categorical measures of PA, masking the shape of the dose-response relationship. In this systematic review and meta-analysis, for the very first time we are able to derive a single continuous PA metric to compare the association between PA and CVD/T2DM, both before and after adjustment for a measure of body weight.
METHODS AND RESULTS
The search was applied to MEDLINE and EMBASE electronic databases for all studies published from January 1981 to March 2014. A total of 36 studies (3 439 874 participants and 179 393 events, during an average follow-up period of 12.3 years) were included in the analysis (33 pertaining to CVD and 3 to T2DM). An increase from being inactive to achieving recommended PA levels (150 minutes of moderate-intensity aerobic activity per week) was associated with lower risk of CVD mortality by 23%, CVD incidence by 17%, and T2DM incidence by 26% (relative risk [RR], 0.77 [0.71-0.84]), (RR, 0.83 [0.77-0.89]), and (RR, 0.74 [0.72-0.77]), respectively, after adjustment for body weight.
CONCLUSIONS
By using a single continuous metric for PA levels, we were able to make a comparison of the effect of PA on CVD incidence and mortality including myocardial infarct (MI), stroke, and heart failure, as well as T2DM. Effect sizes were generally similar for CVD and T2DM, and suggested that the greatest gain in health is associated with moving from inactivity to small amounts of PA.
Topics: Diabetes Mellitus, Type 2; Diabetic Angiopathies; Exercise; Humans; Risk Factors
PubMed: 27628572
DOI: 10.1161/JAHA.115.002495 -
PloS One 2021Cardiac autonomic neuropathy is a common complication of type 2 diabetes mellitus (T2DM), that can be measured through heart rate variability (HRV)-known to be decreased... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Cardiac autonomic neuropathy is a common complication of type 2 diabetes mellitus (T2DM), that can be measured through heart rate variability (HRV)-known to be decreased in T2DM. Physical exercise can improve HRV in healthy population, however results are under debate in T2DM. We conducted a systemic review and meta-analysis to assess the effects of physical exercise on HRV in T2DM patients.
METHOD
PubMed, Cochrane, Embase, and ScienceDirect databases were searched for all studies reporting HRV parameters in T2DM patients before and after exercise training, until September 20th 2020, without limitation to specific years. We conducted random-effects meta-analysis stratified by type of exercise for each of the HRV parameters: RR-intervals (or Normal to Normal intervals-NN), standard deviation of RR intervals (SDNN), percentage of adjacent NN intervals varying by more than 50 milliseconds (pNN50), root mean square of successive RR-intervals differences (RMSSD), total power, Low Frequency (LF), High Frequency (HF) and LF/HF ratio. Sensitivity analyses were computed on studies with the highest quality.
RESULTS
We included 21 studies (9 were randomized) for a total of 523 T2DM patients: 472 had an exercise training and 151 were controls (no exercise). Intervention was endurance (14 studies), resistance (2 studies), endurance combined with resistance (4 studies), and high intensity interval training (HIIT) (4 studies). After exercise training, all HRV parameters improved i.e. an increase in SDNN (effect size = 0.59, 95%CI 0.26 to 0.93), RMSSD (0.62, 0.28 to 0.95), pNN50 (0.62, 0.23 to 1.00), HF (0.58, -0.16 to 0.99), and a decrease in LF (-0.37, -0.69 to -0.05) and LF/HF (-0.52, -0.79 to -0.24). There were no changes in controls. Stratification by type of exercise showed an improvement in most HRV parameters (SDNN, RMSSD, pNN50, LF, HF, LF/HF) after endurance training, whereas mostly LF/HF was improved after both resistance training and HIIT. Supervised training improved most HRV parameters. Duration and frequency of training did not influence the benefits on HRV.
CONCLUSION
Exercise training improved HRV parameters in T2DM patients which may reflect an improvement in the activity of the autonomic nervous system. The level of proof is the highest for endurance training. Supervised training seemed beneficial.
Topics: Diabetes Mellitus, Type 2; Diabetic Neuropathies; Endurance Training; Exercise; Female; Heart; Heart Rate; High-Intensity Interval Training; Humans; Male; Randomized Controlled Trials as Topic; Resistance Training
PubMed: 33999947
DOI: 10.1371/journal.pone.0251863 -
BMJ Open Nov 2017Explore the cost-effectiveness of lifestyle interventions and metformin in reducing subsequent incidence of type 2 diabetes, both alone and in combination with a... (Meta-Analysis)
Meta-Analysis Review
OBJECTIVE
Explore the cost-effectiveness of lifestyle interventions and metformin in reducing subsequent incidence of type 2 diabetes, both alone and in combination with a screening programme to identify high-risk individuals.
DESIGN
Systematic review of economic evaluations.
DATA SOURCES AND ELIGIBILITY CRITERIA
Database searches (Embase, Medline, PreMedline, NHS EED) and citation tracking identified economic evaluations of lifestyle interventions or metformin alone or in combination with screening programmes in people at high risk of developing diabetes. The International Society for Pharmaco-economics and Outcomes Research's Questionnaire to Assess Relevance and Credibility of Modelling Studies for Informing Healthcare Decision Making was used to assess study quality.
RESULTS
27 studies were included; all had evaluated lifestyle interventions and 12 also evaluated metformin. Primary studies exhibited considerable heterogeneity in definitions of pre-diabetes and intensity and duration of lifestyle programmes. Lifestyle programmes and metformin appeared to be cost effective in preventing diabetes in high-risk individuals (median incremental cost-effectiveness ratios of £7490/quality-adjusted life-year (QALY) and £8428/QALY, respectively) but economic estimates varied widely between studies. Intervention-only programmes were in general more cost effective than programmes that also included a screening component. The longer the period evaluated, the more cost-effective interventions appeared. In the few studies that evaluated other economic considerations, budget impact of prevention programmes was moderate (0.13%-0.2% of total healthcare budget), financial payoffs were delayed (by 9-14 years) and impact on incident cases of diabetes was limited (0.1%-1.6% reduction). There was insufficient evidence to answer the question of (1) whether lifestyle programmes are more cost effective than metformin or (2) whether low-intensity lifestyle interventions are more cost effective than the more intensive lifestyle programmes that were tested in trials.
CONCLUSIONS
The economics of preventing diabetes are complex. There is some evidence that diabetes prevention programmes are cost effective, but the evidence base to date provides few clear answers regarding design of prevention programmes because of differences in denominator populations, definitions, interventions and modelling assumptions.
Topics: Cost-Benefit Analysis; Diabetes Mellitus, Type 2; Humans; Life Style; Metformin; Prediabetic State; Preventive Health Services; Quality-Adjusted Life Years; Randomized Controlled Trials as Topic
PubMed: 29146638
DOI: 10.1136/bmjopen-2017-017184 -
Diabetic Medicine : a Journal of the... Oct 2014To synthesize evidence from randomized and non-randomized studies of physical activity interventions in children and young people with Type 1 diabetes so as to explore... (Meta-Analysis)
Meta-Analysis Review
AIMS
To synthesize evidence from randomized and non-randomized studies of physical activity interventions in children and young people with Type 1 diabetes so as to explore clinically relevant health outcomes and inform the promotion of physical activity.
METHOD
We conducted a search of CINAHL Plus, the Cochrane Library, EMBASE, MEDLINE, PsycINFO, SCOPUS, SportDiscus and Web of Science between October and December 2012. Eligible articles included subjects aged ≤18 years with Type 1 diabetes and a physical activity intervention that was more than a one-off activity session. Physiological, psychological, behavioural or social outcomes were those of interest.
RESULTS
A total of 26 articles (10 randomized and 16 non-randomized studies), published in the period 1964-2012, were reviewed. Although there was heterogeneity in study design, methods and reporting, 23 articles reported at least one significant beneficial health outcome at follow-up. Meta-analyses of these studies showed potential benefits of physical activity on HbA1c (11 studies, 345 participants, standardized mean difference -0.52, 95% CI -0.97 to -0.07; P = 0.02), BMI (four studies, 195 participants, standardized mean difference -0.41, 95% CI -0.70 to -0.12; P = 0.006) and triglycerides (five studies, 206 participants, standardized mean difference -0.70, 95% CI -1.25 to -0.14; P = 0.01).The largest effect size was for total cholesterol (five studies, 206 participants, standardized mean difference -0.91, 95% CI -1.66 to -0.17; P = 0.02).
CONCLUSIONS
Physical activity is important for diabetes management and has the potential to delay cardiovascular disease, but there is a lack of studies that are underpinned by psychological behaviour change theory, promoting sustained physical activity and exploring psychological outcomes. There remains a lack of knowledge of how to promote physical activity in people with Type 1 diabetes.
Topics: Adolescent; Cardiovascular Diseases; Child; Combined Modality Therapy; Diabetes Mellitus, Type 1; Diabetic Angiopathies; Diabetic Cardiomyopathies; Evidence-Based Medicine; Exercise; Glycated Hemoglobin; Humans; Hyperglycemia; Hypoglycemia; Motor Activity
PubMed: 24965376
DOI: 10.1111/dme.12531 -
Renal Failure Dec 2023The safety of sodium-glucose co-transporter 2 (SGLT2) inhibitors in elderly patients with diabetic kidney disease (DKD) is still controversial. This study aimed to... (Meta-Analysis)
Meta-Analysis Review
Comparative safety of sodium-glucose co-transporter 2 inhibitors in elderly patients with type 2 diabetes mellitus and diabetic kidney disease: a systematic review and meta-analysis.
The safety of sodium-glucose co-transporter 2 (SGLT2) inhibitors in elderly patients with diabetic kidney disease (DKD) is still controversial. This study aimed to analyze the safety of SGLT2 inhibitors in elderly patients with type 2 diabetes mellitus (T2DM) and DKD. We systematically searched PubMed, Embase, Web of Science, and the Cochrane Library from inception to March 2023. Randomized controlled trials (RCTs) were included. Data including patient characteristics and interesting outcomes were extracted, and the dichotomous data and continuous variables were evaluated using risk ratio (RR) with 95% confidence intervals (CIs) and mean difference (MD) with 95% CIs, respectively. A total of 14 RCTs with 59874 participants were finally included. There were 38,252 males (63.9%) and 21,622 females (36.1%). The patients' mean age was > 64.6 years. SGLT2 inhibitors could delay the further decline of estimated glomerular filtration rate (eGFR) when eGFR ≥ 60 ml/min/1.73m (MD: 2.36; 95%CI [1.15-3.57]). SGLT2 inhibitors in elderly patients with eGFR < 60 ml/min/1.73m (RR: 0.86; 95%CI [0.67-1.11]) may have a relatively increased risk of acute kidney injury compared to eGFR ≥ 60 ml/min/1.73m. SGLT2 inhibitors increased the incidence of genital mycotic infections (RR: 3.47; 95%CI [2.97-4.04]) and diabetic ketoacidosis (RR: 2.25; 95%CI [1.57-3.24]). Except for genital mycotic infections and diabetic ketoacidosis, other adverse reactions were few, indicating that SGLT2 inhibitors are relatively safe for elderly patients with T2DM and DKD. Safety and renoprotection may be diminished when SGLT2 inhibitors are used in elderly patients with eGFR < 60 ml/min/1.73m.
Topics: Male; Female; Humans; Aged; Middle Aged; Sodium-Glucose Transporter 2 Inhibitors; Diabetic Nephropathies; Diabetic Ketoacidosis; Diabetes Mellitus, Type 2; Symporters; Glucose; Sodium; Hypoglycemic Agents
PubMed: 37246403
DOI: 10.1080/0886022X.2023.2217287 -
Value in Health : the Journal of the... Jul 2018Cardiovascular diseases (CVDs) constitute major comorbidities in type 2 diabetes mellitus (T2DM), contributing substantially to treatment costs for T2DM. An updated... (Review)
Review
BACKGROUND
Cardiovascular diseases (CVDs) constitute major comorbidities in type 2 diabetes mellitus (T2DM), contributing substantially to treatment costs for T2DM. An updated overview of the economic burden of CVD in T2DM has not been presented to date.
OBJECTIVE
To systematically review published articles describing the costs associated with treating CVD in people with T2DM.
METHODS
Two reviewers searched MEDLINE, Embase, and abstracts from scientific meetings to identify original research published between 2007 and 2017, with no restrictions on language. Studies reporting direct costs at either a macro level (e.g., burden of illness for a country) or a micro level (e.g., cost incurred by one patient) were included. Extracted costs were inflated to 2016 values using local consumer price indexes, converted into US dollars, and presented as cost per patient per year.
RESULTS
Of 81 identified articles, 24 were accepted for analysis, of which 14 were full articles and 10 abstracts. Cardiovascular comorbidities in patients with T2DM incurred a significant burden at both the population and patient levels. From a population level, CVD costs contributed between 20% and 49% of the total direct costs of treating T2DM. The median annual costs per patient for CVD, coronary artery disease, heart failure, and stroke were, respectively, 112%, 107%, 59%, and 322% higher compared with those for T2DM patients without CVD. On average, treating patients with CVD and T2DM resulted in a cost increase ranging from $3418 to $9705 compared with treating patients with T2DM alone.
CONCLUSIONS
Globally, CVD has a substantial impact on direct medical costs of T2DM at both the patient and population levels.
Topics: Cardiovascular Diseases; Comorbidity; Cost of Illness; Diabetes Mellitus, Type 2; Health Care Costs; Health Expenditures; Humans; Models, Economic; Risk Factors; Treatment Outcome
PubMed: 30005761
DOI: 10.1016/j.jval.2017.12.019 -
Journal of Medical Internet Research Feb 2021Diabetes mellitus (DM) is one of the world's greatest health threats with rising prevalence. Global digitalization leads to new digital approaches in diabetes... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Diabetes mellitus (DM) is one of the world's greatest health threats with rising prevalence. Global digitalization leads to new digital approaches in diabetes management, such as telemedical interventions. Telemedicine, which is the use of information and communication technologies, may provide medical services over spatial distances to improve clinical patient outcomes by increasing access to diabetes care and medical information.
OBJECTIVE
This study aims to examine whether telemedical interventions effectively improve diabetes control using studies that pooled patients with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM), and whether the benefits are greater in patients diagnosed with T2DM than in those diagnosed with T1DM. We analyzed the primary outcome glycated hemoglobin A (HbA) and the secondary outcomes fasting blood glucose (FBG), blood pressure (BP), body weight, BMI, quality of life (QoL), cost, and time saving.
METHODS
Publications were systematically identified by searching Cochrane Library, MEDLINE via PubMed, Web of Science Core Collection, Embase, and CINAHL databases for studies published between January 2008 and April 2020, considering systematic reviews (SRs), meta-analyses (MAs), randomized controlled trials (RCTs), and clinical trials (CTs). Study quality was assessed using the A Measurement Tool to Assess Systematic Reviews, Effective Public Health Practice Project, and National Institute for Health and Care Excellence qualitative checklist. We organized the trials by communication technologies in real-time video or audio interventions, asynchronous interventions, and combined interventions (synchronous and asynchronous communication).
RESULTS
From 1116 unique citations, we identified 31 eligible studies (n=15 high, n=14 moderate, n=1 weak, and n=1 critically low quality). We selected 21 SRs and MAs, 8 RCTs, 1 non-RCT, and 1 qualitative study. Of the 10 trials, 3 were categorized as real-time video, 1 as real-time video and audio, 4 as asynchronous, and 2 as combined intervention. Significant decline in HbA levels based on pooled T1DM and T2DM patients data ranged from -0.22% weighted mean difference (WMD; 95% CI -0.28 to -0.15; P<.001) to -0.64% mean difference (95% CI -1.01 to -0.26; P<.001). The intervention effect on lowering HbA values might be significantly smaller for patients with T1DM than for patients with T2DM. Evidence on the impact on BP, body weight, FBG, cost effectiveness, and time saving was smaller compared with HbA but indicated potential in some publications.
CONCLUSIONS
Telemedical interventions might be clinically effective in improving diabetes control overall, and they might significantly improve HbA concentrations. Patients with T2DM could benefit more than patients with T1DM regarding lowering HbA levels. Further studies with longer duration and larger cohorts are necessary.
Topics: Diabetes Mellitus, Type 1; Diabetes Mellitus, Type 2; Humans; Quality of Life; Telemedicine
PubMed: 33605889
DOI: 10.2196/23244 -
BMC Public Health May 2018People with uncontrolled diabetes are at greater risk for several oral health problems, particularly periodontal (gum) disease. Periodontal disease also impacts diabetes...
BACKGROUND
People with uncontrolled diabetes are at greater risk for several oral health problems, particularly periodontal (gum) disease. Periodontal disease also impacts diabetes control. Good oral hygiene and regular dental visits are recommended to prevent and manage oral health problems. Several studies have been conducted to assess the oral health knowledge, attitudes, and practices of people with diabetes yet a review of these findings has not yet been undertaken. The aim of this systematic review was to synthesize current evidence on the knowledge, attitudes and practices of people with diabetes in relation to their oral health care.
METHODS
A systematic search of all literature was carried out in five databases using key search terms. The inclusion criteria were: 1) published in the English language; 2) from 2000 to November, 2017; 3) conducted on persons with any type of diabetes and of all ages; 4) explored at least one study outcome (knowledge or attitude or practices toward oral health care); and 5) used quantitative methods of data collection. No restrictions were placed on the quality and setting of the study.
RESULTS
A total of 28 studies met the inclusion criteria. The studies included a total of 27,894 people with diabetes and were conducted in 14 countries. The review found that people with diabetes have inadequate oral health knowledge, poor oral health attitudes, and fewer dental visits. They rarely receive oral health education and dental referrals from their care providers. Provision of oral health education by diabetes care providers and referral to dentists when required, was associated with improved oral health behaviours among patients.
CONCLUSIONS
Overall, people with diabetes have limited oral health knowledge and poor oral health behaviours. It is therefore essential to educate patients about their increased risk for oral health problems, motivate them for good oral health behaviours and facilitate access to dental care.
Topics: Diabetes Mellitus; Health Knowledge, Attitudes, Practice; Humans; Oral Health
PubMed: 29716561
DOI: 10.1186/s12889-018-5485-7 -
JAMA Network Open Mar 2023Type 2 diabetes (T2D) is increasing globally. Diabetic retinopathy (DR) is a leading cause of blindness in adults with T2D; however, the global burden of DR in pediatric... (Meta-Analysis)
Meta-Analysis
IMPORTANCE
Type 2 diabetes (T2D) is increasing globally. Diabetic retinopathy (DR) is a leading cause of blindness in adults with T2D; however, the global burden of DR in pediatric T2D is unknown. This knowledge can inform retinopathy screening and treatments to preserve vision in this population.
OBJECTIVE
To estimate the global prevalence of DR in pediatric T2D.
DATA SOURCES
MEDLINE, Embase, the Cumulative Index to Nursing and Allied Health Literature (CINAHL), the Cochrane Library, the Web of Science, and the gray literature (ie, literature containing information that is not available through traditional publishing and distribution channels) were searched for relevant records from the date of database inception to April 4, 2021, with updated searches conducted on May 17, 2022. Searches were limited to human studies. No language restrictions were applied. Search terms included diabetic retinopathy; diabetes mellitus, type 2; prevalence studies; and child, adolescent, teenage, youth, and pediatric.
STUDY SELECTION
Three teams, each with 2 reviewers, independently screened for observational studies with 10 or more participants that reported the prevalence of DR. Among 1989 screened articles, 27 studies met the inclusion criteria for the pooled analysis.
DATA EXTRACTION AND SYNTHESIS
This systematic review and meta-analysis followed the Meta-analysis of Observational Studies in Epidemiology (MOOSE) and the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guidelines for systematic reviews and meta-analyses. Two independent reviewers performed the risk of bias and level of evidence analyses. The results were pooled using a random-effects model, and heterogeneity was reported using χ2 and I2 statistics.
MAIN OUTCOMES AND MEASURES
The main outcome was the estimated pooled global prevalence of DR in pediatric T2D. Other outcomes included DR severity and current DR assessment methods. The association of diabetes duration, sex, race, age, and obesity with DR prevalence was also assessed.
RESULTS
Among the 27 studies included in the pooled analysis (5924 unique patients; age range at T2D diagnosis, 6.5-21.0 years), the global prevalence of DR in pediatric T2D was 6.99% (95% CI, 3.75%-11.00%; I2 = 95%; 615 patients). Fundoscopy was less sensitive than 7-field stereoscopic fundus photography in detecting retinopathy (0.47% [95% CI, 0%-3.30%; I2 = 0%] vs 13.55% [95% CI, 5.43%-24.29%; I2 = 92%]). The prevalence of DR increased over time and was 1.11% (95% CI, 0.04%-3.06%; I2 = 5%) at less than 2.5 years after T2D diagnosis, 9.04% (95% CI, 2.24%-19.55%; I2 = 88%) at 2.5 to 5.0 years after T2D diagnosis, and 28.14% (95% CI, 12.84%-46.45%; I2 = 96%) at more than 5 years after T2D diagnosis. The prevalence of DR increased with age, and no differences were noted based on sex, race, or obesity. Heterogeneity was high among studies.
CONCLUSIONS AND RELEVANCE
In this study, DR prevalence in pediatric T2D increased significantly at more than 5 years after diagnosis. These findings suggest that retinal microvasculature is an early target of T2D in children and adolescents, and annual screening with fundus photography beginning at diagnosis offers the best assessment method for early detection of DR in pediatric patients.
Topics: Adult; Adolescent; Humans; Child; Child, Preschool; Diabetic Retinopathy; Diabetes Mellitus, Type 2; Prevalence; Retina; Obesity; Observational Studies as Topic
PubMed: 36930156
DOI: 10.1001/jamanetworkopen.2023.1887 -
JMIR MHealth and UHealth Jan 2019Diabetes and related complications are estimated to cost US $727 billion worldwide annually. Type 1 diabetes, type 2 diabetes, and gestational diabetes are three... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Diabetes and related complications are estimated to cost US $727 billion worldwide annually. Type 1 diabetes, type 2 diabetes, and gestational diabetes are three subtypes of diabetes that share the same behavioral risk factors. Efforts in lifestyle modification, such as daily physical activity and healthy diets, can reduce the risk of prediabetes, improve the health levels of people with diabetes, and prevent complications. Lifestyle modification is commonly performed in a face-to-face interaction, which can prove costly. Mobile phone apps provide a more accessible platform for lifestyle modification in diabetes.
OBJECTIVE
This review aimed to summarize and synthesize the clinical evidence of the efficacy of mobile phone apps for lifestyle modification in different subtypes of diabetes.
METHODS
In June 2018, we conducted a literature search in 5 databases (Cochrane Central Register of Controlled Trials, MEDLINE, Embase, CINAHL, and PsycINFO). We evaluated the studies that passed screening using The Cochrane Collaboration's risk of bias tool. We conducted a meta-analysis for each subtype on the mean difference (between intervention and control groups) at the posttreatment glycated hemoglobin (HbA) level. Where possible, we analyzed subgroups for short-term (3-6 months) and long-term (9-12 months) studies. Heterogeneity was assessed using the I statistic.
RESULTS
We identified total of 2669 articles through database searching. After the screening, we included 26 articles (23 studies) in the systematic review, of which 18 studies (5 type 1 diabetes, 11 type 2 diabetes, and 2 prediabetes studies) were eligible for meta-analysis. For type 1 diabetes, the overall effect on HbA was statistically insignificant (P=.46) with acceptable heterogeneity (I=39%) in the short-term subgroup (4 studies) and significant heterogeneity between the short-term and long-term subgroups (I=64%). Regarding type 2 diabetes, the overall effect on HbA was statistically significant (P<.01) in both subgroups, and when the 2 subgroups were combined, there was virtually no heterogeneity within and between the subgroups (I range 0%-2%). The effect remained statistically significant (P<.01) after adjusting for publication bias using the trim and fill method. For the prediabetes condition, the overall effect on HbA was statistically insignificant (P=.67) with a large heterogeneity (I=65%) between the 2 studies.
CONCLUSIONS
There is strong evidence for the efficacy of mobile phone apps for lifestyle modification in type 2 diabetes. The evidence is inconclusive for the other diabetes subtypes.
Topics: Diabetes Mellitus; Health Promotion; Humans; Mobile Applications; Risk Reduction Behavior; Self Care
PubMed: 30664494
DOI: 10.2196/12297