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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 -
Biological Psychiatry Apr 2024Responding to social signals by expressing the correct behavior is not only challenged in autism, but also in diseases with high prevalence of autism, like Prader-Willi...
Disengagement of somatostatin neurons from lateral septum circuitry by oxytocin and vasopressin restores social-fear extinction and suppresses aggression outbursts in Prader-Willi syndrome model.
BACKGROUND
Responding to social signals by expressing the correct behavior is not only challenged in autism, but also in diseases with high prevalence of autism, like Prader-Willi Syndrome (PWS). Clinical evidence suggests aberrant pro-social behavior in patients can be regulated by intranasal oxytocin (OXT) or vasopressin (AVP). However, what neuronal mechanisms underlie impaired behavioral responses in a socially-aversive context, and how can they be corrected, remains largely unknown.
METHODS
Using the knocked-out (KO) mouse model of PWS (crossed with CRE-dependent transgenic lines), we devised optogenetic, physiological and pharmacological strategies in a social-fear-conditioning paradigm. Pathway specific roles of OXT and AVP signaling were investigated converging on the lateral septum (LS), a region which receives dense hypothalamic inputs.
RESULTS
OXT and AVP signaling promoted inhibitory synaptic transmission in the LS, which failure in KO mice disinhibited somatostatin (SST) neurons and disrupted social-fear extinction. The source of OXT and AVP deficits mapped specifically in the supraoptic nucleus→LS pathway of KO mice disrupting social-fear extinction, which could be corrected by optogenetic or pharmacological inhibition of SST-neurons in the LS. Interestingly, LS SST-neurons also gated the expression of aggressive behavior, possibly as part of functional units operating beyond local septal circuits.
CONCLUSIONS
SST cells in the LS play a crucial role in integration and expression of disrupted neuropeptide signals in autism, thereby altering the balance in expression of safety versus fear. Our results uncover novel mechanisms underlying dysfunction in a socially-aversive context, and provides a new framework for future treatments in autism-spectrum disorders.
Topics: Animals; Oxytocin; Somatostatin; Fear; Extinction, Psychological; Neurons; Mice; Prader-Willi Syndrome; Mice, Knockout; Disease Models, Animal; Vasopressins; Aggression; Male; Social Behavior; Septal Nuclei; Optogenetics; Mice, Inbred C57BL; Intracellular Signaling Peptides and Proteins; Intrinsically Disordered Proteins
PubMed: 38952926
DOI: 10.1016/j.biopsych.2023.10.016 -
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 -
Frontiers in Endocrinology 2024Lu-oxodotreotide peptide receptor therapy (LuPRRT) is an efficient treatment for midgut neuroendocrine tumors (NETs) of variable radiological response. Several clinical,...
BACKGROUND
Lu-oxodotreotide peptide receptor therapy (LuPRRT) is an efficient treatment for midgut neuroendocrine tumors (NETs) of variable radiological response. Several clinical, biological, and imaging parameters may be used to establish a relative disease prognosis but none is able to predict early efficacy or toxicities. We investigated expression levels for mRNA and miRNA involved in radiosensitivity and tumor progression searching for correlations related to patient outcome during LuPRRT therapy.
METHODS
Thirty-five patients received LuPRRT for G1/G2 midgut NETs between May 2019 and September 2021. Peripheral blood samples were collected prior to irradiation, before and 48 h after the second and the fourth LuPRRT, and at 6-month follow-up. Multiple regression analyses and Pearson correlations were performed to identify the miRNA/mRNA signature that will best predict response to LuPRRT.
RESULTS
Focusing on four mRNAs and three miRNAs, we identified a miRNA/mRNA signature enabling the early identification of responders to LuPRRT with significant reduced miRNA/mRNA expression after the first LuPRRT administration for patients with progressive disease at 1 year ( < 0.001). The relevance of this signature was reinforced by studying its evolution up to 6 months post-LuPRRT. Moreover, nadir absolute lymphocyte count within the first 2 months after the first LuPRRT administration was significantly related to low miRNA/mRNA expression level ( < 0.05) for patients with progressive disease.
CONCLUSION
We present a pilot study exploring a miRNA/mRNA signature that correlates with early hematologic toxicity and therapeutic response 12 months following LuPRRT. This signature will be tested prospectively in a larger series of patients.
Topics: Humans; Neuroendocrine Tumors; Male; Female; MicroRNAs; Middle Aged; Intestinal Neoplasms; RNA, Messenger; Aged; Follow-Up Studies; Adult; Prognosis; Biomarkers, Tumor; Somatostatin; Receptors, Peptide; Radiopharmaceuticals; Lutetium; Radioisotopes
PubMed: 38948517
DOI: 10.3389/fendo.2024.1385079 -
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