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Frontiers in Endocrinology 2024From the introduction of continuous glucose monitoring (CGM) in treatments of type 1 diabetes, particularly its integration with insulin pumps, there has been a quest...
Glycemic variability through the perspective of the glycemia risk index and time in range and their association with glycated hemoglobin A1c in pediatric patients on sensor-augmented pump therapy.
INTRODUCTION
From the introduction of continuous glucose monitoring (CGM) in treatments of type 1 diabetes, particularly its integration with insulin pumps, there has been a quest for new parameters that describe optimal glycemic control. As of the consensus reached in 2019, the ambulatory glucose profile (AGP) has become the standard, with time in range (TIR) emerging as a fundamental parameter for metabolic control assessment. However, with technological advancements, new parameters, such as the glycemia risk index (GRI), have been introduced and clinically utilized. Therefore, exploring the relationships between traditional and novel parameters to understand metabolic control comprehensively is imperative.
MATERIALS AND METHODS
This study was conducted at the Pediatric Clinic of the University Hospital of the Republic of Srpska Banja Luka between January and July 2023. The participants were randomly selected, with the inclusion criteria specifying an age greater than eight years and a diabetes type 1 duration exceeding two years. All participants were required to use a sensor-augmented insulin pump for the next three months (90 days), irrespective of prior use, with the suspend-before-low option activated.
RESULTS
Of the 35 participants, 30 completed the study, 14 (46.7%) of whom were male. The mean age of the subjects was 14.90 ± 2.88 years, and the mean duration of diabetes was 7.83 ± 4.76 years. Over the 90-day period, HbA1c increased to an average of 7.31%. The analysis revealed significant effects of TIR (β=-0.771) and GRI (β=0.651) on HbA1c. Furthermore, GRI and TIR strongly correlated (β=-0.953).
DISCUSSION AND CONCLUSION
New parameters generated from the ambulatory glucose profile (AGP) can help clinicians create a complete picture of a patient's metabolic control in relation to HbA1c levels. Additionally, the GRI is a mathematically tailored parameter that incorporates all components of the ambulatory glucose profile and demonstrates strong correlations with laboratory-measured HbA1c and TIR. The GRI potentially can become a valuable statistical parameter for evaluating and managing patients in routine clinical practice.
Topics: Humans; Glycated Hemoglobin; Insulin Infusion Systems; Male; Diabetes Mellitus, Type 1; Female; Child; Blood Glucose; Adolescent; Blood Glucose Self-Monitoring; Insulin; Hypoglycemic Agents; Glycemic Control
PubMed: 38957442
DOI: 10.3389/fendo.2024.1388245 -
Scientific Reports Jul 2024In hybrid automatic insulin delivery (HAID) systems, meal disturbance is compensated by feedforward control, which requires the announcement of the meal by the patient...
In hybrid automatic insulin delivery (HAID) systems, meal disturbance is compensated by feedforward control, which requires the announcement of the meal by the patient with type 1 diabetes (DM1) to achieve the desired glycemic control performance. The calculation of insulin bolus in the HAID system is based on the amount of carbohydrates (CHO) in the meal and patient-specific parameters, i.e. carbohydrate-to-insulin ratio (CR) and insulin sensitivity-related correction factor (CF). The estimation of CHO in a meal is prone to errors and is burdensome for patients. This study proposes a fully automatic insulin delivery (FAID) system that eliminates patient intervention by compensating for unannounced meals. This study exploits the deep reinforcement learning (DRL) algorithm to calculate insulin bolus for unannounced meals without utilizing the information on CHO content. The DRL bolus calculator is integrated with a closed-loop controller and a meal detector (both previously developed by our group) to implement the FAID system. An adult cohort of 68 virtual patients based on the modified UVa/Padova simulator was used for in-silico trials. The percentage of the overall duration spent in the target range of 70-180 mg/dL was and , mg/dL was and , and mg/dL was and , respectively, for the FAID system and HAID system utilizing a standard bolus calculator (SBC) including CHO misestimation. The proposed algorithm can be exploited to realize FAID systems in the future.
Topics: Insulin; Humans; Diabetes Mellitus, Type 1; Insulin Infusion Systems; Deep Learning; Algorithms; Blood Glucose; Adult; Hypoglycemic Agents
PubMed: 38956183
DOI: 10.1038/s41598-024-62912-4 -
Zhonghua Yu Fang Yi Xue Za Zhi [Chinese... Jun 2024To explore the relationship between serum 1, 5-dehydratoglucitol (1, 5-AG) level and insulin resistance, microvascular complications in patients with type 2 diabetes...
To explore the relationship between serum 1, 5-dehydratoglucitol (1, 5-AG) level and insulin resistance, microvascular complications in patients with type 2 diabetes mellitus (T2DM). The clinical data of 836 patients with T2DM admitted to the Changsha Central Hospital Affiliated to University of South China from May to December 2023 were retrospectively and cross-sectionally analyzed. Serum 1, 5-AG levels were detected by pyranose oxidase method. According to the microvascular complications (diabetic peripheral neuropathy, diabetic nephropathy, diabetic retinopathy), the patients were divided into simple group (no microvascular complications, =490), complication group 1 (1 microvascular complications, =217), and complication group 2 (2 or more microvascular complications, =129). The relationship between serum 1, 5-AG level and the related indicators of insulin resistance in T2DM patients were explored by Spearman correlation analysis, and the influencing factors of microvascular complications in T2DM patients were explored by multiple ordered logistic regression analysis. The levels of FBG(fasting blood glucose) [(7.37±0.56) mmol/L], FINS(fasting insulin) [(11.34±1.86) mU/L] and HOMA-IR(homeostatic model assessment of insulin resistance) (0.96±0.31) in simple group were lower than those in complication group 1 [(8.37±1.02) mmol/L, (16.26±2.32) mU/L, (1.32±0.41)], complication group 2 [(10.25±2.13) mmol/L, (18.53±2.67) mU/L, (1.54±0.44)], and FBG, FINS and HOMA-IR in complication group 1 were lower than those in complication group 2, and the differences were statistically significant (=537.470, 791.690, 136.340, <0.001). Serum 1, 5-AG level in simple group [77.16 (16.30, 128.07) μg/ml] was higher than that in complication group 1 [51.05 (14.67, 63.18) μg/ml] and complication group 2 [30.42 (12.53, 47.26) μg/ml], and the serum level of 1, 5-AG in complication group 1 was higher than that in complication group 2, and the difference was statistically significant (=210.020, <0.001). The results of Spearman correlation analysis showed that serum 1, 5-AG level was negatively correlated with FBG, FINS and HOMA-IR in T2DM patients (=-0.431, -0.372, -0.546, <0.001). The results of multiple ordered logistic regression analysis showed that Longer duration of diabetes (=2.261, 95%: 1.564-3.269), increased HbA1c (=2.040, 95%: 1.456-2.858), and increased HOMA-IR (=2.158, 95%: 1.484-3.137) and decreased 1, 5-AG (=2.512, 95%: 1.691-3.732) were independent risk factors for microvascular complications in T2DM patients (<0.05). The results of ROC curve analysis showed that the area under the curve of serum 1, 5-AG in the identification of one microvascular complication was 0.763 (95%: 0.731-0.795), and the area under the curve of serum 1, 5-AG in the identification of two or more microvascular complications was 0.730 (95%: 0.692-0.767). Serum 1, 5-AG level is negatively correlated with insulin resistance in T2DM patients. Low serum 1, 5-AG level may be an independent risk factor for microvascular complications in T2DM patients.
Topics: Humans; Diabetes Mellitus, Type 2; Insulin Resistance; Cross-Sectional Studies; Retrospective Studies; Deoxyglucose; Blood Glucose; Male; Female; Insulin; Middle Aged; Diabetic Angiopathies
PubMed: 38955736
DOI: 10.3760/cma.j.cn112150-20240219-00129 -
General Physiology and Biophysics Jul 2024Diabetic osteoporosis is a common health problem that is associated with a disruption in bone metabolism. A2A adenosine receptor (A2AAR) signaling seems to play a...
Diabetic osteoporosis is a common health problem that is associated with a disruption in bone metabolism. A2A adenosine receptor (A2AAR) signaling seems to play a critical role in bone homeostasis. This study aimed to evaluate the effect of A2AAR stimulation on the treatment of diabetic-induced osteoporosis versus insulin treatment. Forty adult male rats were allocated into control (C), untreated diabetic-induced osteoporosis (DIO), insulin-treated DIO (I-DIO), and A2AAR agonist-treated DIO (A-DIO) groups. Both insulin and A2AAR agonist treatments significantly increased serum insulin level, glutathione peroxidase (GPx) activity, bone expression of osteoprotegerin (Opg) and β-catenin (Ctnnb1), and cortical and trabecular bone thickness, whereas they decreased serum fasting glucose, malondialdehyde (MDA), tumor necrosis factor α (TNF-α), bone expression of receptor activator of nuclear factor kappa-B ligand (Rankl), runt-related transcription factor-2 (Runx2), and sclerostin (Sost) versus the untreated DIO groups. A2AAR agonist treatment was more effective than insulin in ameliorating diabetic osteoporosis. This might be attributed to the upregulation of β-catenin gene expression, enhancing its anabolic effect on bone, in addition to the A2AAR agonist's anti-oxidative, anti-inflammatory, and anti-diabetic effects.
Topics: Animals; Male; Osteoporosis; Rats; Diabetes Mellitus, Experimental; Receptor, Adenosine A2A; Adenosine A2 Receptor Agonists; Rats, Sprague-Dawley; Treatment Outcome; Insulin; Rats, Wistar
PubMed: 38953575
DOI: 10.4149/gpb_2024018 -
Cardiovascular Diabetology Jul 2024The available evidence on the impact of specific non-pharmacological interventions on glycaemic control is currently limited. Consequently, there is a need to determine... (Meta-Analysis)
Meta-Analysis Review
The available evidence on the impact of specific non-pharmacological interventions on glycaemic control is currently limited. Consequently, there is a need to determine which interventions could provide the most significant benefits for the metabolic health of young individuals with type 1 diabetes mellitus. The aim of this study was to identify optimal nonpharmacological interventions on glycaemic control, measured by glycated haemoglobin (HbA1c), in children and adolescents with type 1 diabetes. Systematic searches were conducted in PubMed, Web of Science, Scopus, and SPORTDiscus from inception to July 1, 2023. Randomised clinical trials (RCT) investigating nonpharmacological interventions (e.g., physical activity, nutrition, and behavioural therapies) were included. Primary outcome was change in HbA1c levels. Secondary outcome was change in daily insulin dose requirement. Seventy-four RCT with 6,815 participants (49.43% girls) involving 20 interventions were analysed using a network meta-analysis. Most interventions showed greater efficacy than standard care. However, multicomponent exercise, which includes aerobic and strength training (n = 214, standardised mean difference [SMD] =- 0.63, 95% credible interval [95% CrI] - 1.09 to - 0.16) and nutritional supplements (n = 146, SMD =- 0.49, - 0 .92 to - 0.07) demonstrated the greatest HbA1c reductions. These interventions also led to the larger decreases in daily insulin needs (n = 119, SMD =- 0.79, 95% CrI - 1.19 to - 0.34) and (n = 57, SMD =- 0.62, 95% CrI - 1.18 to - 0.12, respectively). The current study underscores non-pharmacological options such as multicomponent exercise and nutritional supplements, showcasing their potential to significantly improve HbA1c in youth with type 1 diabetes. Although additional research to confirm their efficacy is required, these approaches could be considered as potential adjuvant therapeutic options in the management of type 1 diabetes among children and adolescents.
Topics: Humans; Diabetes Mellitus, Type 1; Glycated Hemoglobin; Adolescent; Child; Network Meta-Analysis; Female; Male; Treatment Outcome; Blood Glucose; Randomized Controlled Trials as Topic; Biomarkers; Bayes Theorem; Hypoglycemic Agents; Glycemic Control; Age Factors; Insulin; Dietary Supplements; Exercise Therapy; Exercise; Child, Preschool
PubMed: 38951907
DOI: 10.1186/s12933-024-02301-3 -
Zhonghua Nei Ke Za Zhi Jul 2024
Topics: Humans; Hypokalemic Periodic Paralysis; Diabetes Mellitus, Type 2; Pedigree; Male; Adult; Female; Mutation; Insulin
PubMed: 38951094
DOI: 10.3760/cma.j.cn112138-20231019-00230 -
BMJ Open Jul 2024Children and adolescents with recent-onset type 1 diabetes (T1D) commonly maintain a certain level of insulin production during the remission phase, which can last...
INfluenza VaccInation To mitigate typE 1 Diabetes (INVITED): a study protocol for a randomised, double-blind, placebo-controlled clinical trial in children and adolescents with recent-onset type 1 diabetes.
INTRODUCTION
Children and adolescents with recent-onset type 1 diabetes (T1D) commonly maintain a certain level of insulin production during the remission phase, which can last months to years. Preserving β-cell function can reduce T1D complications and improve glycaemic control. Influenza vaccination has pleiotropic effects and administration of the vaccine during the early phases of T1D may offer β-cell protection. This study aims to assess the effect of influenza vaccination on preserving β-cell function in children and adolescents with recent-onset T1D.
METHODS AND ANALYSIS
The INfluenza VaccInation To mitigate typE 1 Diabetes trial is a randomised, double-blind, placebo-controlled, multicentre trial in paediatric patients with recent-onset T1D aged 7-17 years. 100 participants will be randomised in a 1:1 ratio to receive either a standard inactivated quadrivalent influenza vaccine or a placebo within 14 days of diagnosis. The primary outcome is a difference in mean change (from baseline to 12 months) in C-peptide level between groups during a 2-hour mixed-meal tolerance test. Secondary outcomes include mean change (from baseline to 6 months) in C-peptide levels, haemoglobin A1c, ambulatory glucose profiles and insulin requirements. Exploratory outcomes are diabetes-related autoantibodies, inflammatory markers and serum haemagglutinin inhibition antibody titres against the influenza viruses. The current treatment for T1D is largely symptomatic, relying on insulin administration. There is a pressing need for novel pharmacological approaches aimed at modulating the immune system to preserve residual β-cell function. Existing immunotherapies are cost-prohibitive and associated with multiple side effects, whereas influenza vaccination is inexpensive and generally well tolerated. A positive outcome of this study holds potential for immediate implementation into standard care for children and adolescents with recent-onset T1D and may guide future research on immune modulation in T1D.
ETHICS AND DISSEMINATION
Ethical approval was obtained from Danish Health Authorities prior to participant enrollment. The trial results will be submitted to a peer-reviewed journal.
TRIAL REGISTRATION NUMBER
ClinicalTrials.gov NCT05585983 and EudraCT Number 2022-500906-17-01.
Topics: Humans; Diabetes Mellitus, Type 1; Adolescent; Child; Influenza Vaccines; Double-Blind Method; Female; Male; Influenza, Human; Glycated Hemoglobin; C-Peptide; Randomized Controlled Trials as Topic; Blood Glucose; Insulin; Vaccination; Insulin-Secreting Cells
PubMed: 38950997
DOI: 10.1136/bmjopen-2024-084808 -
The Journal of Clinical Investigation Jun 2024Glucose plays a key role in shaping pancreatic β cell function. Thus, deciphering the mechanisms by which this nutrient stimulates β cells holds therapeutic promise...
Glucose plays a key role in shaping pancreatic β cell function. Thus, deciphering the mechanisms by which this nutrient stimulates β cells holds therapeutic promise for combating β cell failure in type 2 diabetes (T2D). β Cells respond to hyperglycemia in part by rewiring their mRNA metabolism, yet the mechanisms governing these changes remain poorly understood. Here, we identify a requirement for the RNA-binding protein PCBP2 in maintaining β cell function basally and during sustained hyperglycemic challenge. PCBP2 was induced in primary mouse islets incubated with elevated glucose and was required to adapt insulin secretion. Transcriptomic analysis of primary Pcbp2-deficient β cells revealed impacts on basal and glucose-regulated mRNAs encoding core components of the insulin secretory pathway. Accordingly, Pcbp2-deficient β cells exhibited defects in calcium flux, insulin granule ultrastructure and exocytosis, and the amplification pathway of insulin secretion. Further, PCBP2 was induced by glucose in primary human islets, was downregulated in islets from T2D donors, and impacted genes commonly altered in islets from donors with T2D and linked to single-nucleotide polymorphisms associated with T2D. Thus, these findings establish a paradigm for PCBP2 in governing basal and glucose-adaptive gene programs critical for shaping the functional state of β cells.
Topics: RNA-Binding Proteins; Animals; Insulin-Secreting Cells; Mice; Humans; Glucose; Diabetes Mellitus, Type 2; Insulin; Insulin Secretion; Mice, Knockout; Male; Adaptation, Physiological
PubMed: 38950317
DOI: 10.1172/JCI172436 -
Journal of Nutritional Science and... 2024D-Allulose has blood glucose suppression effects in both animal and clinical studies. The mechanism mediating glucose suppression in animals is controlled by several... (Randomized Controlled Trial)
Randomized Controlled Trial
D-Allulose has blood glucose suppression effects in both animal and clinical studies. The mechanism mediating glucose suppression in animals is controlled by several actions including the inhibition of sucrase. To investigate the dose-response effects of D-allulose with a sucrose beverage on glucose tolerance and insulin levels using Thai volunteers. This was a prospective, randomized, double-blinded, crossover study. Subjects had five oral sucrose tolerance tests (OSTT) with escalating doses of D-allulose (0, 2.5, 5, 7.5 or 10 g) with a 50 g sucrose beverage in a random order once a week for five consecutive weeks. The five drinks were consumed in a random order; the order being blinded for both subjects and investigators. Blood samples were drawn immediately before consumption and at 30, 60, 90 and 120 min after consumption of the study product for measurement of plasma glucose and insulin levels. Thirty healthy subjects (11 men and 19 women) completed the study. The peak postprandial glucose (PePPG) and insulin levels (PePPI) were lower when D-allulose was added in a dose-dependent manner. The lowest plasma glucose and insulin levels occurred at 120 min after OSTT in all five products and they were raised when D-allulose was added in a dose-dependent manner. D-Allulose has a suppression response on glucose and insulin shown by the decrease in postprandial plasma glucose and insulin levels following the addition of D-allulose to sucrose in a dose-dependent manner. The more D-allulose added, the less marked the glucose and insulin response occurred.
Topics: Humans; Male; Cross-Over Studies; Insulin; Blood Glucose; Adult; Double-Blind Method; Female; Young Adult; Postprandial Period; Thailand; Sucrose; Fructose; Glucose Tolerance Test; Dose-Response Relationship, Drug; Prospective Studies; Beverages; Healthy Volunteers; Sugar-Sweetened Beverages; Southeast Asian People
PubMed: 38945885
DOI: 10.3177/jnsv.70.203 -
Advances in Pediatrics Aug 2024To provide a more appropriate foundation for dealing with the problem of hypoglycemia in newborn infants, this article focuses on the mechanisms which underlie the... (Review)
Review
To provide a more appropriate foundation for dealing with the problem of hypoglycemia in newborn infants, this article focuses on the mechanisms which underlie the various forms of neonatal hypoglycemia and discusses their implications for newborn care. Evidence indicates that all of the major forms of neonatal hypoglycemia are the result of hyperinsulinism due to dysregulation of pancreatic islet insulin secretion. Based on these observations, the authors propose that routine measurement of B-hydroxybutyrate should be considered an essential part of glucose monitoring in newborn infants.
Topics: Humans; Infant, Newborn; Hypoglycemia; Blood Glucose; Insulin; Hyperinsulinism
PubMed: 38944478
DOI: 10.1016/j.yapd.2024.03.001