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2.
Comput Methods Programs Biomed ; 221: 106862, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35597208

ABSTRACT

BACKGROUND AND OBJECTIVE: In type 1 diabetes (T1D) research, in-silico clinical trials (ISCTs) notably facilitate the design/testing of new therapies. Published simulation tools embed mathematical models of blood glucose (BG) and insulin dynamics, continuous glucose monitoring (CGM) sensors, and insulin treatments, but lack a realistic description of some aspects of patient lifestyle impacting on glucose control. Specifically, to effectively simulate insulin correction boluses, required to treat post-meal hyperglycemia (BG > 180 mg/dL), the timing of the bolus may be influenced by subjects' behavioral attitudes. In this work, we develop an easily interpretable model of the variability of correction bolus timing observed in real data, and embed it into a popular simulation tool for ISCTs. METHODS: Using data collected in 196 adults with T1D monitored in free-living conditions, we trained a decision tree (DT) model to classify whether a correction bolus is injected in a future time window, based on predictors collected back in time, related to CGM data, previous insulin boluses and subject's characteristics. The performance was compared to that of a logistic regression classifier with LASSO regularization (LC), trained on the same dataset. After validation, the DT was embedded within a popular T1D simulation tool and an ISCT was performed to compare the simulated correction boluses against those observed in a subset of data not used for model training. RESULTS: The DT provided better classification performance (accuracy: 0.792, sensitivity: 0.430, specificity: 0.878, precision: 0.455) than the LC and presented good interpretability. The most predictive features were related to CGM (and its temporal variations), time since the last insulin bolus, and time of the day. The correction boluses simulated by the DT, after implementation in the simulation tool, showed a good agreement with real-world data. CONCLUSIONS: The DT developed in this work represents a simple set of rules to mimic the same timing of correction boluses observed on real data. The inclusion of the model in simulation tools allows investigators to perform ISCTs that more realistically represent the patient behavior in taking correction boluses and the post-prandial BG response. In the future, more complex models can be investigated.


Subject(s)
Diabetes Mellitus, Type 1 , Insulin , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Decision Trees , Diabetes Mellitus, Type 1/drug therapy , Humans , Hypoglycemic Agents/therapeutic use , Insulin Infusion Systems
3.
Diabetes Res Clin Pract ; 185: 109777, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35157943

ABSTRACT

AIMS: This review considers the impact of the SARS-CoV-2 pandemic on access to interventions for those living with type 1 diabetes and discusses the solutions which have been considered and actioned to ensure ongoing access care. METHODS: We performed a focussed review of the published literature, and the guidelines for changes that have been effected during the pandemic. We also drew from expert recommendations and information about local practice changes for areas where formal data have not been published. RESULTS: Evidence based interventions which support the achievement of improved glucose levels and/or reduction in hypoglycaemia include group structured education to support self-management, insulin pump therapy and continuous glucose monitoring. The SARS-CoV-2 pandemic had impacted the ability of diabetes services to deliver these intervention. Multiple adaptations have been put in place - transition to online delivery of education and care, and usage of diabetes technology. CONCLUSIONS: Although various adaptations have been made during the pandemic that have positively influenced uptake of services, there are many areas of delivery that need immediate improvement in the UK. We recommend a proactive approach in recognising the digital divide and inequity in distribution of these changes and we recommend introducing measures to reduce them.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 1 , Blood Glucose , Blood Glucose Self-Monitoring , COVID-19/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 1/therapy , Evidence-Based Medicine , Humans , Pandemics/prevention & control , SARS-CoV-2 , United Kingdom/epidemiology
4.
Annu Int Conf IEEE Eng Med Biol Soc ; 2021: 1435-1438, 2021 11.
Article in English | MEDLINE | ID: mdl-34891555

ABSTRACT

In diabetes management, the fraction of time spent with glucose concentration within the physiological range of [70-180] mg/dL, namely time in range (TIR) is often computed by clinicians to assess glycemic control using a continuous glucose monitoring sensor. However, a sufficiently long monitoring period is required to reliably estimate this index. A mathematical equation derived by our group provides the minimum trial duration granting a desired uncertainty around the estimated TIR. The equation involves two parameters, pr and α, related to the population under analysis, which should be set based on the clinician's experience. In this work, we evaluated the sensitivity of the formula to the parameters.Considering two independent datasets, we predicted the uncertainty of TIR estimate for a population, using the parameters of the formula estimated for a different population. We also stressed the robustness of the formula by testing wider ranges of parameters, thus assessing the impact of large errors in the parameters' estimates.Plausible errors on the α estimate impact very slightly on the prediction (relative discrepancy < 5%), thus we suggest using a fixed value for α independently on the population being analyzed. Instead, pr should be adjusted to the TIR expected in the population, considering that errors around 20% result in a relative discrepancy of ~10%.In conclusion, the proposed formula is sufficiently robust to parameters setting and can be used by investigators to determine a suitable duration of the study.


Subject(s)
Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1 , Blood Glucose , Glycemic Control , Humans , Time Factors
5.
Vaccine ; 39(42): 6322-6332, 2021 10 08.
Article in English | MEDLINE | ID: mdl-34535320

ABSTRACT

We assessed whether vaccines administered to the uterus at breeding can lead to sufficient colostral antibodies to protect suckling piglets against Porcine Endemic Diarrhea Virus (PEDV). An antigen from Lawsonia intracellularis, a disease that impacts weanling intestinal health, was also included because we have extensive knowledge on the pig immune response to this antigen. Gilts were mock-bred at 2nd estrus with killed sperm including an intrauterine (i.u.) vaccine comprised of recombinant (r) PEDV Spike protein (rPEDVS1) and L. intracellularis flagellin (rFliC) formulated with poly I:C, host defense peptide, and polyphosphazene (TriAdj). Gilts returned to estrus within 3 weeks and they were inseminated with killed sperm (3rd estrus) or live sperm (4th estrus) with rPEDVS1-TriAdj vaccine. They also received an i.m. injection of rFliC-TriAdj at 3rd and 4th estrus to establish whether i.u. vaccination primes systemic immunity without inducing mucosal tolerance. Control gilts were administered semen alone at 2nd estrus which allowed us to compare litter weights and sizes to industry standards. Colostrum from gilts challenged with low dose PEDV plus alum was used as positive reference samples for neutralizing antibodies and passive protection. Thirteen weeks later, the i.u.-vaccinated gilts showed significant PEDVS1-specific serum, colostral, and uterine antibody titers and colostral PEDVS1-neutralizing antibodies but poor cell-mediated immunity. Piglets born to i.u. vaccinated gilts received partial passive protection from PEDV infection 3 days after birth but eventually succumbed to the disease. Immunization by the i.u./i.m. route triggered significant anti-FliC cell-mediated immunity and colostral FliC antibodies that remained high in weaned piglet serum. This trial and a repeat trial wherein gilts were immunized at 1st estrus without semen and at 2nd estrus with live semen showed that intrauterine immunization did not impact fertility, number of live births or piglet growth kinetics. Further optimization is needed to promote robust passive protection in suckling offspring.


Subject(s)
Coronavirus Infections , Lawsonia Bacteria , Porcine epidemic diarrhea virus , Swine Diseases , Animals , Antibodies, Neutralizing , Antibodies, Viral , Female , Immunization , Sus scrofa , Swine , Swine Diseases/prevention & control
6.
Horm Metab Res ; 53(3): 204-206, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33652492

ABSTRACT

Currently, we are experiencing a true pandemic of a communicable disease by the virus SARS-CoV-2 holding the whole world firmly in its grasp. Amazingly and unfortunately, this virus uses a metabolic and endocrine pathway via ACE2 to enter our cells causing damage and disease. Our international research training programme funded by the German Research Foundation has a clear mission to train the best students wherever they may come from to learn to tackle the enormous challenges of diabetes and its complications for our society. A modern training programme in diabetes and metabolism does not only involve a thorough understanding of classical physiology, biology and clinical diabetology but has to bring together an interdisciplinary team. With the arrival of the coronavirus pandemic, this prestigious and unique metabolic training programme is facing new challenges but also new opportunities. The consortium of the training programme has recognized early on the need for a guidance and for practical recommendations to cope with the COVID-19 pandemic for the community of patients with metabolic disease, obesity and diabetes. This involves the optimal management from surgical obesity programmes to medications and insulin replacement. We also established a global registry analyzing the dimension and role of metabolic disease including new onset diabetes potentially triggered by the virus. We have involved experts of infectious disease and virology to our faculty with this metabolic training programme to offer the full breadth and scope of expertise needed to meet these scientific challenges. We have all learned that this pandemic does not respect or heed any national borders and that we have to work together as a global community. We believe that this transCampus metabolic training programme provides a prime example how an international team of established experts in the field of metabolism can work together with students from all over the world to address a new pandemic.


Subject(s)
COVID-19 , Diabetes Mellitus , Education, Medical, Continuing , Obesity , Pandemics , SARS-CoV-2 , COVID-19/epidemiology , COVID-19/therapy , Diabetes Mellitus/epidemiology , Diabetes Mellitus/therapy , Humans , Obesity/epidemiology , Obesity/therapy
7.
Diabet Med ; 38(1): e14433, 2021 01.
Article in English | MEDLINE | ID: mdl-33073388

ABSTRACT

The emergence of continuous glucose monitoring has driven improvements in glycaemic control and quality of life for people with diabetes. Recent changes in access to continuous glucose monitoring systems within UK health services have increased the number of people able to benefit from these technologies. The COVID-19 pandemic has created an opportunity for diabetes healthcare professionals to use continuous glucose monitoring technology to remotely deliver diabetes services to support people with diabetes. This opportunity can be maximized with improved application and interpretation of continuous glucose monitoring-generated data. Amongst the diverse measures of glycaemic control, time in range is considered to be of high value in routine clinical care because it is actionable and is visibly responsive to changes in diabetes management. Importantly, it is also been linked to the risk of developing complications associated with diabetes and can be understood by people with diabetes and healthcare professionals alike. The 2019 International Consensus on Time in Range has established a series of target glucose ranges and recommendations for time spent within these ranges that is consistent with optimal glycaemic control. The recommendations cover people with type 1 or type 2 diabetes, with separate targets indicated for elderly people or those at higher risk from hypoglycaemia, as well as for women with type 1 diabetes during pregnancy. The aim of this best practice guide was to clarify the intent and purpose of these international consensus recommendations and to provide practical insights into their implementation in UK diabetes care.


Subject(s)
COVID-19/epidemiology , Delivery of Health Care/methods , Diabetes Mellitus/therapy , Health Personnel , Practice Guidelines as Topic , SARS-CoV-2 , Aged , Blood Glucose Self-Monitoring/methods , COVID-19/prevention & control , Comorbidity , Consensus , Diabetes Complications/epidemiology , Diabetes Complications/prevention & control , Diabetes Mellitus/blood , Female , Glycated Hemoglobin/analysis , Health Personnel/education , Health Plan Implementation/statistics & numerical data , Humans , Pandemics , Pregnancy , Time Factors , United Kingdom/epidemiology
8.
Ann Card Anaesth ; 23(3): 327-331, 2020.
Article in English | MEDLINE | ID: mdl-32687091

ABSTRACT

Aims and Objectives: The objective of the study was to determine the preconditioning myocardial protective effects of intralipid (IL) in off-pump coronary artery bypass (OPCAB) surgery by measuring highly sensitive troponin T (hsTnT) and cardiac-specific creatine kinase (CK-MB) as markers of myocardial injury. Materials and Methods: : Thirty patients, scheduled to undergo elective OPCAB surgery, were randomly assigned to the IL group (n = 15) or control (C) group (n = 15); the IL group received an infusion of 20% IL 2 ml/kg, 30 min prior to revascularization and the control group received an equivalent volume of normal saline. Serum levels of hsTnT and CK-MB were measured before surgery and at 6 h, 24 h, 48 h, and 72 h postoperatively. Also, intraoperative hemodynamic parameters, inotrope use, ventilatory hours, ICU stay, postoperative left ventricular ejection fraction, postoperative lipid profile, renal and hepatic function tests were measured. Results: The hsTnT values at the 24 h, 48 h, and 72 h in IL group were significantly lower as compared with the control group. The decline in plasma levels of CK-MB mirrored the hsTnT levels post revascularization at 24 h and 48 h in the IL group compared with the control group; however, at 72 h, level was comparable in both the groups. None of the treated patients had abnormal lipid metabolism, deranged renal, and hepatic function. Conclusion: The study revealed Intralipid as a safe pharmacological preconditioning agent for OPCAB surgeries which can reduce the postischemic myocardial injury indicated by the reduction in postischemic cardiac enzymes hsTnT and CK-MB.


Subject(s)
Coronary Artery Bypass, Off-Pump , Fat Emulsions, Intravenous/administration & dosage , Ischemic Preconditioning, Myocardial/methods , Phospholipids/administration & dosage , Soybean Oil/administration & dosage , Biomarkers/blood , Creatine Kinase, MB Form/blood , Emulsions/administration & dosage , Fat Emulsions, Intravenous/metabolism , Female , Humans , Male , Middle Aged , Phospholipids/blood , Soybean Oil/blood , Troponin I/blood
9.
Diabet Med ; 37(12): 1977-1980, 2020 12.
Article in English | MEDLINE | ID: mdl-32420640

ABSTRACT

Growing numbers of people with type 1 diabetes are using do-it-yourself closed-loop systems. While these technologies are not approved by regulatory bodies and are not commercially available, users of the technology report improvements in HbA1c and time in range, and reduced burden of diabetes. Healthcare professionals have expressed their concern that legal or regulatory body actions could ensue if they support people who choose to use do-it-yourself closed-loop systems. Diabetes UK's position statements make recommendations that aim to provide guidance for both people with diabetes and healthcare professionals, based on the current professional and legal situation. They respect an individual's right to make their own informed decisions about their diabetes management, and recommend that they should have access to the technology they need for optimal diabetes management. People who wish to use do-it-yourself closed-loop systems should continue to receive support and care from their diabetes team. Healthcare professionals should engage in conversations around do-it-yourself closed-loop systems, if the issue is raised, to allow a balanced discussion of risks and benefits. However, healthcare professionals cannot recommend the use of do-it-yourself closed-loop systems because of a lack of regulatory body approval and robust, published research to support safety or effectiveness. People using this technology should be aware that they do so at their own risk. This position statement recognizes that the development of diabetes technology is a rapidly changing environment, and guidance around do-it-yourself systems is required from professional and regulatory bodies.


Subject(s)
Blood Glucose Self-Monitoring/instrumentation , Diabetes Mellitus, Type 1/drug therapy , Glycemic Control/instrumentation , Insulin Infusion Systems , Attitude of Health Personnel , Attitude to Health , Blood Glucose Self-Monitoring/methods , Device Approval , Diabetes Mellitus, Type 1/metabolism , Glycated Hemoglobin/metabolism , Glycemic Control/methods , Humans , Hypoglycemia/prevention & control , Hypoglycemic Agents/administration & dosage , Infusion Pumps, Implantable , Insulin/administration & dosage , Self-Management , United Kingdom
10.
Diabet Med ; 37(6): 1066-1073, 2020 06.
Article in English | MEDLINE | ID: mdl-31970814

ABSTRACT

BACKGROUND: Hypoglycaemia is the most frequent complication of treatment with insulin or insulin secretagogues in people with diabetes. Severe hypoglycaemia, i.e. an event requiring external help because of cognitive dysfunction, is associated with a higher risk of adverse cardiovascular outcomes and all-cause mortality, but underlying mechanism(s) are poorly understood. There is also a gap in the understanding of the clinical, psychological and health economic impact of 'non-severe' hypoglycaemia and the glucose level below which hypoglycaemia causes harm. AIM: To increase understanding of hypoglycaemia by addressing the above issues over a 4-year period. METHODS: Hypo-RESOLVE is structured across eight work packages, each with a distinct focus. We will construct a large, sustainable database including hypoglycaemia data from >100 clinical trials to examine predictors of hypoglycaemia and establish glucose threshold(s) below which hypoglycaemia constitutes a risk for adverse biomedical and psychological outcomes, and increases healthcare costs. We will also investigate the mechanism(s) underlying the antecedents and consequences of hypoglycaemia, the significance of glucose sensor-detected hypoglycaemia, the impact of hypoglycaemia in families, and the costs of hypoglycaemia for healthcare systems. RESULTS: The outcomes of Hypo-RESOLVE will inform evidence-based definitions regarding the classification of hypoglycaemia in diabetes for use in daily clinical practice, future clinical trials and as a benchmark for comparing glucose-lowering interventions and strategies across trials. Stakeholders will be engaged to achieve broadly adopted agreement. CONCLUSION: Hypo-RESOLVE will advance our understanding and refine the classification of hypoglycaemia, with the ultimate aim being to alleviate the burden and consequences of hypoglycaemia in people with diabetes.


Subject(s)
Diabetes Mellitus/drug therapy , Hypoglycemia/psychology , Hypoglycemic Agents/adverse effects , Insulin/adverse effects , Cost of Illness , Databases, Factual , Health Care Costs , Humans , Hypoglycemia/chemically induced , Hypoglycemia/economics , Hypoglycemia/physiopathology , Mortality , Risk Factors
11.
Diabet Med ; 37(12): 1966-1976, 2020 12.
Article in English | MEDLINE | ID: mdl-31631398

ABSTRACT

AIM: To summarize and evaluate the existing evidence on the effectiveness of distal technology with regard to multiple health outcomes in people with diabetes. METHODS: We searched PubMed, EMBASE and the Cochrane Database of Systematic Reviews from database inception to 31 August 2018 for systematic reviews and/or meta-analyses of studies that examined the impact of distal technology and reported any clinical or patient-related outcomes among people with type 1 or type 2 diabetes. RESULTS: The umbrella review identified 95 reviews, including 162 meta-analyses with 46 unique outcomes. Evidence from meta-analyses of randomized controlled studies supports the use of distal technology, especially telehealth and mHealth (healthcare delivered by mobile technology), in people with diabetes for improving HbA1c values by 2-4 mmol/mol (0.2-0.4%). For other health outcomes, such as changes in fasting plasma glucose levels, risk of diabetic ketoacidosis or frequency of severe hypoglycaemia, the evidence was weaker. No evidence was reported for most patient-reported outcomes including quality of life, self-efficacy and medication-taking. The evidence base was poor, with most studies rated as low to very low quality. CONCLUSION: Distal technologies were associated with a modest improvement in glycaemic control, but it was unclear if they improved major clinical outcomes or were cost-effective in people with diabetes. More robust research to improve wider outcomes in people with diabetes is needed before such technologies can be recommended as part of routine care for any patient group.


Subject(s)
Diabetes Mellitus/therapy , Mobile Applications , Patient Portals , Social Media , Telemedicine , Text Messaging , Blood Glucose/metabolism , Diabetes Mellitus/metabolism , Diabetic Ketoacidosis/epidemiology , Electronic Mail , Glycated Hemoglobin/metabolism , Humans , Hypoglycemia/chemically induced , Hypoglycemia/epidemiology , Hypoglycemic Agents/therapeutic use , Patient Outcome Assessment , Review Literature as Topic
12.
Diabet Med ; 36(11): 1329-1335, 2019 11.
Article in English | MEDLINE | ID: mdl-31418474

ABSTRACT

Pharmacological, technological and educational approaches have advanced the treatment of Type 1 diabetes in the last four decades and yet diabetic ketoacidosis (DKA) continues to be a leading cause of admission in Type 1 diabetes. This article begins by reviewing the contemporary epidemiological evidence in DKA. It highlights a rise in DKA episodes in the last two decades, with DKA continuing to be the leading cause of death in young people with Type 1 diabetes, and that DKA episodes are a marker for subsequent all-cause mortality. It also summarizes the limited evidence base for DKA prevention and associations with psychopathology. To emphasize the importance of this group with high-risk Type 1 diabetes and the degree to which they have been overlooked in the past two decades, the article summarizes the research literature of recurrent DKA during 1976-1991 when it was extensively investigated as part of the phenomenon of 'brittle diabetes'. This period saw numerous basic science studies investigating the pathophysiology of recurrent DKA. Subsequently, research centres published their experiences of brittle diabetes research participants manipulating their treatment under research conditions. Unfortunately, the driver for this behaviour and whether it was indicative of other people with ketoacidosis was not pursued. In summary, we suggest there has been a stasis in the approach to recurrent DKA prevention, which is likely linked to historical cases of mass sabotage of brittle diabetes research. Further investigation is required to clarify possible psychological characteristics that increase the risk of DKA and thereby targets for DKA prevention.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Diabetic Ketoacidosis/prevention & control , Hospitalization/statistics & numerical data , Medication Adherence/statistics & numerical data , Mental Disorders/diagnosis , Cause of Death , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/mortality , Diabetes Mellitus, Type 1/psychology , Diabetic Ketoacidosis/etiology , Diabetic Ketoacidosis/mortality , Diabetic Ketoacidosis/psychology , Health Services Research , Humans , Medication Adherence/psychology , Mental Disorders/epidemiology , Mental Health , Recurrence , Risk Factors
13.
Diabet Med ; 36(9): 1100-1108, 2019 09.
Article in English | MEDLINE | ID: mdl-31134668

ABSTRACT

AIMS: To assess the efficacy of insulin pumps with automated insulin suspension systems in a real-world setting. METHODS: We analysed anonymized data uploaded to CareLink™ by people (n=920) with Type 1 diabetes using the MiniMed Paradigm Veo system and the MiniMed 640G system (Medtronic International Trading Sàrl, Tolochanez, Switzerland) with SmartGuard technology, with or without automated insulin suspension enabled, between February 2016 and June 2018. Users with ≥15 days of sensor data and ≥70% sensor-wear time were classified as sensor-augmented pump alone, sensor-integrated pump with low glucose suspend enabled or sensor-integrated pump with predictive low glucose management enabled. RESULTS: The median (25th -75th percentile) system use was 161 (58-348) days. The median time spent with sensor glucose values ≤3 mmol/l was 0.8 (0.3-1.7)% in the sensor-augmented pump group, 0.3 (0.1-0.7)% in the sensor-integrated pump with low glucose suspend group, and 0.3 (0.1-0.5)% in the sensor-integrated pump with predictive low glucose management group. In individuals switching from sensor-augmented pump to sensor-integrated pump with low glucose suspend (n=31), there were significant reductions in the monthly rate of hypoglycaemic events <3 mmol/l (rate ratio 0.63, 95% CI 0.45-0.89; P=0.009) and in the percentage of time with glucose values ≤3 mmol/l [sensor-augmented pump: 0.63% (95% CI 0.34-1.29), sensor-integrated pump with low glucose suspend: 0.33% (95% CI 0.16-0.64); P=0.001]. The monthly rate of hypoglycaemic events decreased further in individuals (n=139) switching from sensor-integrated pump with low glucose suspend to sensor-integrated pump with predictive low glucose management [rate ratio 0.82 (95% CI 0.69-0.98); P<0.0274]. Similar results were seen for events <3.9 mmol/l. There was no difference in median time spent in target glucose range. CONCLUSION: Real-world UK data show that increasing automation of insulin suspension reduces hypoglycaemia exposure in people with Type 1 diabetes.


Subject(s)
Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Hypoglycemia/prevention & control , Insulin Infusion Systems , Insulin/administration & dosage , Adolescent , Adult , Biosensing Techniques/instrumentation , Blood Glucose Self-Monitoring/instrumentation , Child , Databases, Factual , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Equipment Design , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/chemically induced , Hypoglycemia/epidemiology , Insulin/adverse effects , Male , Medical Record Linkage/methods , Time Factors , Treatment Outcome , United Kingdom/epidemiology , Young Adult
14.
Diabet Med ; 36(5): 531-538, 2019 05.
Article in English | MEDLINE | ID: mdl-30773681

ABSTRACT

In both adults and children with diabetes, technologies such as continuous subcutaneous insulin infusion using insulin pumps and continuous glucose monitoring can help improve diabetes control, reduce hypoglycaemia and improve quality of life. Access to these technologies in the UK is very variable. Some technologies are recommended by the National Institute for Health and Care Excellence, while others have not been appraised, and new technologies are emerging all the time. Additionally, different guidelines for adults and children further complicate access to diabetes technology in the transition from paediatric to adult care. Against this background, Diabetes UK and NHS England have brought together a multidisciplinary group of experts, including clinicians and people with diabetes, to develop this consensus guideline, combining the different technologies into a common pathway to aid clinical and policy decision-making. We created a pathway that supports the incremental addition of technology as monotherapy and then dual therapy in the same way that we incrementally add in therapeutic agents to support people with Type 2 diabetes to achieve their personalized glycaemic targets. The pathway emphasizes the importance of structured education, specialist support and appropriate access to psychological therapies, as essential pillars for optimized use of diabetes-related technology, and recommends the re-evaluation of its use when the individual is unable either to use the technology appropriately or to achieve the intended outcomes. This pathway is endorsed by UK-wide clinical and patient associations and we recommend that providers and commissioners use it to ensure the right individual with diabetes has access to the right technology in a timely way to help achieve better outcomes.


Subject(s)
Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Equipment and Supplies/standards , Hypoglycemic Agents/administration & dosage , Inventions , Adult , Algorithms , Blood Glucose Self-Monitoring/instrumentation , Blood Glucose Self-Monitoring/standards , Child , Consensus , England , Humans , Insulin Infusion Systems/standards , Inventions/standards , Inventions/trends , Quality of Life , Societies, Medical/standards
15.
Diabet Med ; 36(8): 988-994, 2019 08.
Article in English | MEDLINE | ID: mdl-30710449

ABSTRACT

AIMS: To develop a novel interactive budget impact model that assesses affordability of diabetes treatments in specific populations, and to test the model in a hypothetical scenario by estimating cost savings resulting from reduction in HbA1c from ≥69 mmol/mol (8.5%) to a target of 53 mmol/mol (7.0%) in adults with Type 1 diabetes in the UK. METHODS: A dynamic, interactive model was created using the projected incidence and progression over a 5-year horizon of diabetes-related complications (micro- and macrovascular disease, severe hypoglycaemia and diabetic ketoacidosis) for different HbA1c levels, with flexible input of population size, complications and therapy costs, HbA1c distribution and other variables. The model took a National Health Service and societal perspective. RESULTS: The model was developed, and in the proposed hypothetical situation, reductions in complications and expected costs evaluated. Achievement of target HbA1c in individuals with HbA1c ≥69 mmol/mol (8.5%) would reduce expected chronic complications from 6.8 to 1.2 events per 100 person-years, and diabetic ketoacidosis from 14.5 to 1.0 events per 100 person-years. Potential cumulative direct cost savings achievable in the modelled population were estimated at £687 m over 5 years (£5,585/person), with total (direct and indirect) savings of £1,034 m (£8,400/person). CONCLUSIONS: Implementation of strategies aimed at achieving target glucose levels in people with Type 1 diabetes in the UK has the potential to drive a significant reduction in complication costs. This estimate may provide insights into the potential for investment in achieving savings through improved diabetes care in the UK.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 1/prevention & control , Hypoglycemic Agents/therapeutic use , Adult , Budgets , Cost Savings , Diabetes Complications/blood , Diabetes Complications/economics , Diabetes Complications/prevention & control , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/economics , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/economics , Models, Economic , United Kingdom
16.
Diabet Med ; 35(3): 306-316, 2018 03.
Article in English | MEDLINE | ID: mdl-29044708

ABSTRACT

The inability to achieve optimal diabetes glucose control in people with diabetes is multifactorial, but one contributor may be inadequate control of postprandial glucose. In patients treated with multiple daily injections of insulin, both the dose and timing of meal-related rapid-acting insulin are key factors in this. There are conflicting opinions and evidence on the optimal time to administer mealtime insulin. We performed a comprehensive literature search to review the published data, focusing on the use of rapid-acting insulin analogues in patients with Type 1 diabetes. Pharmacokinetic and pharmacodynamic studies of rapid-acting insulin analogues, together with postprandial glucose excursion data, suggest that administering these 15-20 min before food would provide optimal postprandial glucose control. Data from clinical studies involving people with Type 1 diabetes receiving structured meals and rapid-acting insulin analogues support this, showing a reduction in post-meal glucose levels of ~30% and less hypoglycaemia when meal insulin was taken 15-20 min before a meal compared with immediately before the meal. Importantly, there was also a greater risk of postprandial hypoglycaemia when patients took rapid-acting analogues after eating compared with before eating.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulins/administration & dosage , Blood Glucose/metabolism , Clinical Studies as Topic , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Humans , Hypoglycemic Agents/pharmacokinetics , Hypoglycemic Agents/pharmacology , Insulin Aspart/administration & dosage , Insulin Aspart/pharmacokinetics , Insulin Aspart/pharmacology , Insulin Glargine/administration & dosage , Insulin Glargine/pharmacokinetics , Insulin Glargine/pharmacology , Insulin Lispro/administration & dosage , Insulin Lispro/pharmacokinetics , Insulin Lispro/pharmacology , Insulins/pharmacokinetics , Insulins/pharmacology , Postprandial Period/physiology
17.
Diabet Med ; 34(10): 1456-1460, 2017 10.
Article in English | MEDLINE | ID: mdl-28763121

ABSTRACT

AIM: Most guidelines provide people with Type 1 diabetes with pre- and post-meal capillary blood glucose (CBG) targets to achieve optimal glycaemic control. We evaluated the proportion of daily CBG readings between 4 and 10 mmol/l in people achieving different HbA1c levels. METHOD: We analysed CBG data from routine pump/meter downloads from 201 adults treated with continuous subcutaneous insulin infusion (CSII) at a single hospital clinic. Exclusion criteria were CSII < 6 months, < 3 CBG/day, pregnancy, haemoglobinopathy and continuous sensor use. People were categorized into three groups based on HbA1c : < 58 mmol/mol, < 7.5% (n = 58); 58-74 mmol/mol, 7.5-8.9% (n = 107); and ≥ 75 mmol/mol, ≥ 9.0% (n = 36). RESULTS: Participants had a mean age of 43 ± 13 years and mean HBA1c of 64 mmol/mol (8.0 ± 1.1%). 47% of people started CSII for raised HbA1c , 25% due to hypoglycaemia and the rest during pregnancy. Downloads contained a mean of 22 ± 6.8 days of data per participant. CBG frequency was similar between the three groups (5.6 ± 2.0, 5.6 ± 1.9 and 5.4 ± 1.2 CBG/day; P = 0.468). The proportion of CBG readings between 4 and 10 mmol/l (72-180 mg/dl) was 57.3 ± 25.4%, 50.6 ± 11.1% and 39.9 ± 16.5% (P < 0.0001); < 4 mmol was 13.8%, 8.8% and 4.4% (P < 0.0001) and > 10 mmol/l was 28.9 ± 16.5%, 40.6 ± 12.1% and 55.6 ± 17.9% (P < 0.0001) in the three groups respectively. CONCLUSIONS: Participants achieving HBA1c < 58 mmol/mol (< 7.5%) had ~ 60% of CBG readings in range (4-10 mmol/l), with up to 30% of readings > 10 mmol/l. This target of achieving 60% or more readings within target, and being permissive with up to 30% readings > 10 mmol/l may be a novel target for people with diabetes, and may reduce anxiety associated with readings out of range.


Subject(s)
Blood Glucose/analysis , Blood Glucose/drug effects , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Goals , Insulin/administration & dosage , Adult , Blood Glucose Self-Monitoring/standards , Capillaries/chemistry , Circadian Rhythm , Female , Glycated Hemoglobin/analysis , Humans , Insulin/pharmacology , Insulin Infusion Systems , Male , Middle Aged , Pregnancy , Pregnancy in Diabetics/blood , Pregnancy in Diabetics/drug therapy , Reference Values , Retrospective Studies
18.
Acta Virol ; 61(1): 77-85, 2017.
Article in English | MEDLINE | ID: mdl-28161962

ABSTRACT

Rotaviruses are the major cause of severe gastroenteritis and mortality in young children and animals. Due to segmented nature of dsRNA genome and wide host range, vast genetic and antigenic diversity exists amongst different isolates of rotaviruses. A total of 230 fecal ovine and caprine samples collected from organized farms and villages in Haryana were screened for rotavirus detection. Samples were screened by latex agglutination test and RNA-PAGE followed by RT-PCR and nucleic acid sequencing. The latex agglutination test showed 25 newborn lamb and 4 kid fecal samples positive for rotavirus. However, RNA-PAGE showed only 9 lamb fecal samples positive for rotavirus. All the samples were subjected to RT-PCR employing vp4 and vp7 gene specific primers of group A rotavirus of ovine, bovine and human origin. Only two samples from lamb (Sheep18/Hisar/2013 and Sheep22/Hisar/2013) showed vp4 and vp7 gene specific amplification with human group A rotavirus (GAR) specific primer. However, they did not show any amplification with ovine and bovine rotavirus specific primers. The nucleotide as well as deduced amino acid sequence analysis of vp4 gene of these isolates showed >98/97% and vp7 gene >95/94% nt/aa identity with human GAR from different regions of the world. Based on nucleotide similarity search, Sheep18/Hisar/2013 and Sheep22/Hisar/2013 isolates were genotyped as G1P[8] and G1P[4]. Phylogenetic analysis also confirmed that these isolates were clustered closely with human rotaviruses from different regions of the world. Earlier, higher prevalence of human rotaviruses was reported from the sample collecting area. The amplification of ovine samples with human rotavirus gene specific primers, sequence identity and phylogenetic analysis strongly suggests the zoonotic transmission of human GAR to sheep.


Subject(s)
Goat Diseases/virology , Rotavirus Infections/veterinary , Rotavirus/genetics , Sheep Diseases/virology , Animals , Feces/virology , Goat Diseases/epidemiology , Goats , Humans , India/epidemiology , Phylogeny , Rotavirus Infections/epidemiology , Rotavirus Infections/transmission , Rotavirus Infections/virology , Sheep , Sheep Diseases/epidemiology , Zoonoses
19.
Open Heart ; 3(2): e000407, 2016.
Article in English | MEDLINE | ID: mdl-27493760

ABSTRACT

BACKGROUND: Congenitally corrected transposition of the great arteries (ccTGA) is a rare congenital heart disease. There have been only few reports of sudden cardiac death (SCD) in patients with ccTGA and reasonable ventricular function. METHODS: A retrospective review of the medical records of all patients attending our adult congenital heart centre, with known ccTGA. RESULTS: From a database of over 3500 adult patients with congenital heart disease, we identified 39 (∼1%) with ccTGA and 'two-ventricle' circulations. 65% were male. The mean age at diagnosis was 12.4±11.4 years and the mean age at last time of review was 34.3±11.3 years. 24 patients (56%) had a history of surgical intervention. 8 (19%) had had pacemaker implantation and 2 had had a defibrillator implanted for non-sustained ventricular tachycardia (NSVT). In 544 years of patient follow-up, there had been five cases of SCD in our population; 1 death per 109 patient-years. Two of these patients had had previously documented supraventricular or NSVT. However, they were all classified as New York Heart Association (NYHA) class I or II, and systemic (right) ventricular function had been recorded as normal, mildly or mildly-moderately impaired, at most recent follow-up. CONCLUSIONS: Our experience suggests the need for improved risk stratification and/or surveillance for malignant arrhythmia in adults with ccTGA, even in those with reasonable functional class on ventricular function.

20.
Diabet Med ; 32(11): 1453-9, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26213236

ABSTRACT

AIM: To evaluate the sustainability of the benefits of continuous subcutaneous insulin infusion therapy in routine practice in a cohort of adults with diabetes. METHODS: The clinical records of all adults starting continuous subcutaneous insulin infusion over 12 years at our centre were included in this study. Baseline and mean annual HbA(1c) levels were recorded. The frequency of mild-to-moderate and severe hypoglycaemia and hypoglycaemia awareness were analysed in a subgroup. RESULTS: Adequate data were available from 327 patients, of whom 71% were female. The patients' mean ± sd age was 41 ± 14 years, the mean ± sd (range) follow-up for continuous subcutaneous insulin infusion was 4.3 ± 2.7 (1-12) years. The mean ± sd HbA(1c) concentration fell by 8 ± 5 mmol/mol (0.7 ± 0.5%) at year 1 [to 63 ± 12 mmol/mol from 70 ± 18 mmol/mol (7.9 ± 1.1% from 8.6 ± 1.6%); P < 0.0005], sustained to year 5. In patients with initial poor control, HbA(1c) dropped by 12 ± 11 mmol/mol (1.1 ± 1.0%; P < 0.0005) at year 1, sustained to year 6. The percentage of patients with ≥ 5 mild to moderate hypoglycaemic episodes per week fell from 29 to 12% (n = 163; P = 0.006). In the subgroup (n = 87; follow-up 2.5 ± mean ± sd 1.1 years), the frequency of severe hypoglycaemia fell from 0.6 ± 1.7 episodes per patient per year to 0.3 ± 0.9 (P = 0.047). Of 24 patients with impaired awareness of hypoglycaemia (Gold score ≥ 4), the mean ± sd Gold score improved from 4.9 ± 0.9 to 3.8 ± 1.7 (P = 0.011). Nine people regained awareness. No deterioration in HbA(1c) was seen in the hypoglycaemia-prone groups. CONCLUSIONS: The benefits of continuous subcutaneous insulin infusion with regard to improving glycaemic control and reducing hypoglycaemia frequency, along with improvement in hypoglycaemia awareness without deterioration in glycaemic control, can be sustained over several years in clinical practice.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Hyperglycemia/prevention & control , Hypoglycemia/prevention & control , Hypoglycemic Agents/administration & dosage , Insulin Infusion Systems , Insulin/administration & dosage , Adult , Cohort Studies , Combined Modality Therapy , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/diet therapy , Diet, Diabetic , Female , Follow-Up Studies , Glycated Hemoglobin/analysis , Health Knowledge, Attitudes, Practice , Hospitals, University , Humans , Hyperglycemia/physiopathology , Hypoglycemia/physiopathology , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , London , Male , Middle Aged , Patient Education as Topic , Retrospective Studies , Severity of Illness Index
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