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Yonel Z, Cerullo E, Kröger AT, Gray LJ. Use of dental practices for the identification of adults with undiagnosed type 2 diabetes mellitus or non-diabetic hyperglycaemia: a systematic review. Diabet Med 2020; 37:1443-1453. [PMID: 32426909 DOI: 10.1111/dme.14324] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/13/2020] [Indexed: 12/14/2022]
Abstract
AIM Type 2 diabetes is a growing global challenge. Evidence exists demonstrating the use of primary care (non-hospital based) dental practices to identify, through risk assessments, those who may be at increased risk of type 2 diabetes or who may already unknowingly have the condition. This review aimed to synthesize evidence associated with the use of primary care dental services for the identification of undiagnosed non-diabetic hyperglycaemia or type 2 diabetes in adults, with particular focus on the pick-up rate of new cases. METHOD Electronic databases were searched for studies reporting the identification of non-diabetic hyperglycaemia/type 2 diabetes in primary care dental settings. Returned articles were screened and two independent reviewers completed the data-extraction process. A descriptive synthesis of the included articles was undertaken due to the heterogeneity of the literature returned. RESULTS Nine studies were identified, the majority of which utilized a two-stage risk-assessment process with risk score followed by a point-of-care capillary blood test. The main barriers cited were cost, lack of adequate insurance cover and people having previously been tested elsewhere. The pick-up rate of new cases of type 2 diabetes and non-diabetic hyperglycaemia varied greatly between studies, ranging from 1.7% to 24% for type 2 diabetes and from 23% to 45% for non-diabetic hyperglycaemia, where reported. CONCLUSION This review demonstrates that although it appears there may be benefit in using the dental workforce to identify undiagnosed cases of non-diabetic hyperglycaemia and type 2 diabetes, further high-quality research in the field is required assessing both the clinical and cost effectiveness of such practice. (Prospero Registration ID: PROSPERO 2018 CRD42018098750).
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Affiliation(s)
- Z Yonel
- University of Birmingham, Birmingham School of Dentistry, Birmingham, UK
| | - E Cerullo
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - A T Kröger
- University of Birmingham, Birmingham School of Dentistry, Birmingham, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
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2
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Tyrer F, Ling S, Bhaumik S, Gangadharan SK, Khunti K, Gray LJ, Dunkley AJ. Diabetes in adults with intellectual disability: prevalence and associated demographic, lifestyle, independence and health factors. J Intellect Disabil Res 2020; 64:287-295. [PMID: 31976599 DOI: 10.1111/jir.12718] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 10/01/2019] [Accepted: 01/13/2020] [Indexed: 06/10/2023]
Abstract
BACKGROUND As people with intellectual disabilities (ID) are now living longer, they are more at risk of developing non-communicable diseases, including type 2 diabetes mellitus. However, understanding of factors associated with diabetes for targeted management and prevention strategies is limited. This study aimed to investigate prevalence of diabetes in adults (aged ≥18 years) with ID and its relationship with demographic, lifestyle, independence and health factors. METHOD This was a cross-sectional analysis of interview data from 1091 adults with ID from the Leicestershire Learning Disability Register from 1 January 2010 to 31 December 2016. Logistic regression models were used to identify factors associated with diabetes in the study population. RESULTS The study population did not have healthy lifestyles: just under half reported having lower physical activity levels than people without ID of a similar age; one-quarter consumed fizzy drinks daily; and 20% consumed five or more fruit and/or vegetables per day. Prevalence of carer/self-reported diabetes was 7.3% (95% confidence interval 5.9-9.0). After adjustment, diabetes was positively associated with South Asian ethnicity (P = 0.03) and older age groups (P < 0.001). Diabetes was less common in people living with family members (P = 0.02). We did not find a relationship between any of the lifestyle, independence and health factors investigated. CONCLUSIONS A significant proportion of people with ID are living with diabetes. Diabetes management and prevention strategies should be tailored to individuals' complex needs and include consideration of lifestyle choices. Such strategies may want to focus on adults of South Asian ethnicity and people living in residential homes where prevalence appears to be higher.
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Affiliation(s)
- F Tyrer
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, University of Leicester, Leicester, UK
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - S Ling
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, University of Leicester, Leicester, UK
| | - S Bhaumik
- Learning Disability Services, Leicestershire Partnership NHS Trust, Leicester, UK
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - S K Gangadharan
- Learning Disability Services, Leicestershire Partnership NHS Trust, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, University of Leicester, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - A J Dunkley
- Diabetes Research Centre, University of Leicester, Leicester, UK
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3
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Crasto W, Morrison AE, Gray LJ, John E, Jarvis J, Brela J, Khunti K, Troughton J, Lawrence IG, McNally PG, Davies MJ. The Microalbuminuria Education Medication and Optimisation (MEMO) study: 4 years follow-up of multifactorial intervention in high-risk individuals with type 2 diabetes. Diabet Med 2020; 37:286-297. [PMID: 31505051 DOI: 10.1111/dme.14134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/05/2019] [Indexed: 11/30/2022]
Abstract
AIMS The Microalbuminuria Education Medication and Optimisation (MEMO) study, revealed improved cardiovascular risk and glycaemic control with 18 months of intensive multifactorial intervention in high-risk people with type 2 diabetes, without any increase in severe hypoglycaemia. Our aim was to assess longer-term outcomes at 4-year follow-up in these participants. METHODS Some 189 individuals with type 2 diabetes and microalbuminuria were recruited from a multi-ethnic population in Leicestershire, UK. The intervention group (n = 95) received multifactorial intervention with self-management education, and the control group (n = 94) received usual care. The primary outcome was change in HbA1c , and secondary outcomes were blood pressure (BP), cholesterol, microalbuminuria, estimated GFR, cardiovascular risk scores and major adverse cardiovascular events. RESULTS Some 130 participants (68.7%), mean (sd) age 60.8 (10.4) years, duration of diabetes 11.5 (9.7) years, completed 4 years of follow-up. Mean change [95% confidence intervals (CI)] in HbA1c over 4 years was greater with intensive intervention compared with control (-3 mmol/mol, 95% CI -4.95,-1.11; -0.4%, 95% CI -0.67,-0.15; P = 0.002). Significant improvements over the 4 years were also seen in systolic BP (-7.3 mmHg, 95% CI -11.1, -3.5; P < 0.001), diastolic BP (-2.9 mmHg, 95% CI -5.4, -0.3; P = 0.026), cholesterol (-0.3 mmol/l, 95% CI -0.52,-0.12; P = 0.002), and 10-year coronary heart disease (-5.3, 95% CI -8.2,-2.3; P < 0.001) and stroke risk (-4.4, 95% CI -7.5, -1.3; P < 0.001). CONCLUSION Multifactorial intervention with structured diabetes self-management education compared with usual diabetes care has benefits for cardio-metabolic risk factor profile. There was no increase in severe hypoglycaemia and cardiovascular mortality despite intensive glycaemic control, although the study was not powered to assess these outcomes.
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Affiliation(s)
- W Crasto
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - A E Morrison
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - E John
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - J Jarvis
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - J Brela
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - J Troughton
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - I G Lawrence
- Department of Diabetes and Endocrinology, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - P G McNally
- Department of Diabetes and Endocrinology, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
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Abstract
We present a numerical study of inviscid multiple droplet coalescence and break-up under the action of electric forces. Using an embedded potential flow model for the droplet hydrodynamics, coupled with an unbounded exterior electrostatic problem, we are able to perform computations through various singular events and analyze the effects of the electrical field intensity on droplet interactions. Laboratory experiments on the electrodynamics of droplet pairs show a much richer, and sometimes unexpected, behavior than that of isolated droplets. For example, it has been found that opposite charged droplets tend to repel each other when the electric field intensity is above a certain critical value. Although the mathematical model employed in this work incorporates very simple flow and electric assumptions, many of the droplet coalescence patterns seen in laboratory experiments can be reproduced. In this model, the interaction pattern of two droplets of radii R_{0} separated a distance D_{0}, depends on the ratio X_{0}=D_{0}/R_{0} and the applied uniform electric field intensity, E_{∞}. By performing a vast number of numerical simulations we are able to characterize the coalescence modes before and after drop merging as a function of these two parameters. The simulations predict that droplet repulsion occurs within a narrow interval of E_{∞} values, different for each X_{0}. Surprisingly, in this E_{∞} interval, a sharp transition between two power-law precoalescence flow regimes is seen. The evolution of several flow characteristics before and after coalescence, and the shape of the deformed droplets at coalescing time and the double cone angle, are also addressed and analyzed in detail. Cone angles below 35^{∘} lead to droplet coalescence for any X_{0} value, which is in accordance with previously reported studies. Finally, it is shown that the model and algorithm can handle multiple droplet interactions. The simulations qualitatively match results from water in oil experiments in microchannels, despite the fact that the exterior fluid is not considered in the mathematical model.
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Affiliation(s)
- P S Casas
- Department of Applied Mathematics, University of Oviedo, 33007 Oviedo, Spain
| | - M Garzon
- Department of Applied Mathematics, University of Oviedo, 33007 Oviedo, Spain
| | - L J Gray
- 119 Berwick Drive, Oak Ridge, Tennessee 37830, USA
| | - J A Sethian
- Department of Mathematics, UC Berkeley and Mathematics Department, Lawrence Berkeley National Laboratory, California 94720, USA
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Hussein H, Zaccardi F, Khunti K, Seidu S, Davies MJ, Gray LJ. Cardiovascular efficacy and safety of sodium-glucose co-transporter-2 inhibitors and glucagon-like peptide-1 receptor agonists: a systematic review and network meta-analysis. Diabet Med 2019; 36:444-452. [PMID: 30653708 DOI: 10.1111/dme.13898] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/14/2019] [Indexed: 12/15/2022]
Abstract
AIMS To compare the cardiovascular efficacy and safety of sodium-glucose co-transporter-2 (SGLT2) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1RAs) in adults with Type 2 diabetes. METHODS Electronic databases were searched from inception to 22 October 2018 for randomized controlled trials designed to assess the cardiovascular efficacy of SGLT2 inhibitors or GLP-1RAs with regard to a three-point composite measure of major adverse cardiovascular events (non-fatal stroke, non-fatal myocardial infarction and cardiovascular mortality). Cardiovascular and safety data were synthesized using Bayesian network meta-analyses. RESULTS Eight trials, including 60 082 participants, were deemed eligible for the network meta-analysis. Both SGLT2 inhibitors [hazard ratio 0.86 (95% credible interval 0.74, 1.01]) and GLP-1RAs [hazard ratio 0.88 (95% credible interval 0.78, 0.98)] reduced the three-point composite measure compared to placebo, with no evidence of differences between them [GLP-1RAs vs SGLT2 inhibitors: hazard ratio 1.02 (95% credible interval 0.83, 1.23)]. SGLT2 inhibitors reduced risk of hospital admission for heart failure compared to placebo [hazard ratio 0.67 (95% credible interval 0.53, 0.85)] and GLP-1RAs [hazard ratio 0.71 (95% credible interval 0.53, 0.93)]. No differences were found between the two drug classes in non-fatal stroke, non-fatal myocardial infarction, cardiovascular mortality, all-cause mortality or safety outcomes. CONCLUSIONS SGLT2 inhibitors and GLP-1RAs reduced the three-point major adverse cardiovascular event risk compared to placebo, with no differences between them. Compared with GLP-1RAs and placebo, SGLT2 inhibitors led to a larger reduction in hospital admission for heart failure risk.
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Affiliation(s)
- H Hussein
- Department of Health Sciences, University of Leicester, Leicester, UK
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - F Zaccardi
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - K Khunti
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - S Seidu
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - M J Davies
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
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6
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Tyrer F, Dunkley AJ, Singh J, Kristunas C, Khunti K, Bhaumik S, Davies MJ, Yates TE, Gray LJ. Multimorbidity and lifestyle factors among adults with intellectual disabilities: a cross-sectional analysis of a UK cohort. J Intellect Disabil Res 2019; 63:255-265. [PMID: 30485584 DOI: 10.1111/jir.12571] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 09/25/2018] [Accepted: 10/21/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Multimorbidity [two or more conditions in addition to intellectual disability (ID)] is known to be more common among people with ID. However, the relationship between multimorbidity and lifestyle factors is currently unknown. The aim of this study was to determine the prevalence of multimorbidity in a population of adults with ID. We also aimed to identify risk factors, including lifestyle factors, for multimorbidity in this population. METHODS This was a cross-sectional analysis using data from a diabetes screening study of 920 adults aged 18-74 years with ID living in Leicestershire, UK. We described comorbidities and the prevalence of multimorbidity in this population. We explored the relationship between multimorbidity and age, gender, ethnicity, severity of ID, socio-economic status, physical activity, sedentary behaviour, fruit and vegetable consumption and smoking status using multiple logistic regression. RESULTS The prevalence of multimorbidity was 61.2% (95% CI 57.7-64.7). Multimorbidity was independently associated with being female (P < 0.001) and severe/profound ID (P = 0.004). Increasing age was of borderline significance (P = 0.06). Individuals who were physically inactive or sedentary were more likely to be multimorbid, independent of ability to walk, age, gender, severity of ID, ethnicity and socio-economic status (adjusted OR = 1.91; 95% CI 1.23-2.97; P = 0.004 and OR = 1.98; 95% CI 1.42-2.77; P < 0.001). After excluding probable life-long conditions (autism spectrum conditions, attention deficit hyperactivity disorders, epilepsy, cerebral palsy and other paralytic syndromes) as contributing comorbidities, the effect of sedentary behaviour, but not physical activity, remained (P = 0.004). We did not observe a relationship between multimorbidity, fruit and vegetable consumption and smoking status. CONCLUSIONS Multimorbidity presents a significant burden to people with ID. Individuals who were physically inactive or sedentary were more likely to be multimorbid, but further work is recommended to explore the relationship between multimorbidity and lifestyle factors using standardised objective measures.
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Affiliation(s)
- F Tyrer
- Department of Health Sciences Centre for Medicine, University of Leicester, Leicester, UK
| | - A J Dunkley
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - J Singh
- Department of Health Sciences Centre for Medicine, University of Leicester, Leicester, UK
| | - C Kristunas
- Department of Health Sciences Centre for Medicine, University of Leicester, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - S Bhaumik
- Learning Disability Service, Leicestershire Partnership NHS Trust, Leicester, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - T E Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - L J Gray
- Department of Health Sciences Centre for Medicine, University of Leicester, Leicester, UK
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7
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Sargeant JA, Gray LJ, Bodicoat DH, Willis SA, Stensel DJ, Nimmo MA, Aithal GP, King JA. The effect of exercise training on intrahepatic triglyceride and hepatic insulin sensitivity: a systematic review and meta-analysis. Obes Rev 2018; 19:1446-1459. [PMID: 30092609 DOI: 10.1111/obr.12719] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 05/08/2018] [Accepted: 05/09/2018] [Indexed: 12/12/2022]
Abstract
This systematic review and meta-analysis determined the impact of structured exercise training, and the influence of associated weight loss, on intrahepatic triglyceride (IHTG) in individuals with non-alcoholic fatty liver disease (NAFLD). It also examined its effect on hepatic insulin sensitivity in individuals with or at increased risk of NAFLD. Analyses were restricted to studies using magnetic resonance spectroscopy or liver biopsy for the measurement of IHTG and isotope-labelled glucose tracer for assessment of hepatic insulin sensitivity. Pooling data from 17 studies (373 exercising participants), exercise training for one to 24 weeks (mode: 12 weeks) elicits an absolute reduction in IHTG of 3.31% (95% CI: -4.41 to -2.22%). Exercise reduces IHTG independent of significant weight change (-2.16 [-2.87 to -1.44]%), but benefits are substantially greater when weight loss occurs (-4.87 [-6.64 to -3.11]%). Furthermore, meta-regression identified a positive association between percentage weight loss and absolute reduction in IHTG (β = 0.99 [0.62 to 1.36], P < 0.001). Pooling of six studies (94 participants) suggests that exercise training also improves basal hepatic insulin sensitivity (mean change in hepatic insulin sensitivity index: 0.13 [0.05 to 0.21] mg m-2 min-1 per μU mL-1 ), but available evidence is limited, and the impact of exercise on insulin-stimulated hepatic insulin sensitivity remains unclear.
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Affiliation(s)
- J A Sargeant
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - D H Bodicoat
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, Leicester, UK.,Diabetes Research Centre, University of Leicester, Leicester, UK
| | - S A Willis
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, Leicester, UK
| | - D J Stensel
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, Leicester, UK
| | - M A Nimmo
- College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
| | - G P Aithal
- Nottingham Digestive Diseases Centre, School of Medicine, University of Nottingham, Nottingham, UK.,National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - J A King
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, Leicester, UK
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8
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Abstract
The coalescence, and subsequent satellite formation, of two inviscid droplets is studied numerically. The initial drops are taken to be of equal and different sizes, and simulations have been carried out with and without the presence of an electrical field. The main computational challenge is the tracking of a free surface that changes topology. Coupling level set and boundary integral methods with an embedded potential flow model, we seamlessly compute through these singular events. As a consequence, the various coalescence modes that appear depending upon the relative ratio of the parent droplets can be studied. Computations of first stage pinch-off, second stage pinch-off, and complete engulfment are analyzed and compared to recent numerical studies and laboratory experiments. Specifically, we study the evolution of bridge radii and the related scaling laws, the minimum drop radii evolution from coalescence to satellite pinch-off, satellite sizes, and the upward stretching of the near cylindrical protrusion at the droplet top. Clear evidence of partial coalescence self-similarity is presented for parent droplet ratios between 1.66 and 4. This has been possible due to the fact that computational initial conditions only depend upon the mother droplet size, in contrast with laboratory experiments where the difficulty in establishing the same initial physical configuration is well known. The presence of electric forces changes the coalescence patterns, and it is possible to control the satellite droplet size by tuning the electrical field intensity. All of the numerical results are in very good agreement with recent laboratory experiments for water droplet coalescence.
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Affiliation(s)
- M Garzon
- Department of Applied Mathematics, University of Oviedo, Oviedo, Asturias, Spain
| | - L J Gray
- 119 Berwick Drive, Oak Ridge, Tennessee 37830, USA
| | - J A Sethian
- Department of Mathematics, UC Berkeley and Mathematics Department, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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Barber SR, Dhalwani NN, Davies MJ, Khunti K, Gray LJ. External national validation of the Leicester Self-Assessment score for Type 2 diabetes using data from the English Longitudinal Study of Ageing. Diabet Med 2017; 34:1575-1583. [PMID: 28744894 DOI: 10.1111/dme.13433] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/20/2017] [Indexed: 12/23/2022]
Abstract
AIMS To validate the Leicester Self-Assessment score using a representative English dataset for detecting prevalent non-diabetic hyperglycaemia or undiagnosed Type 2 diabetes (defined as HbA1c ≥6.0%) and for identifying those who may go on to develop Type 2 diabetes within 10 years. METHODS Data were taken from the English Longitudinal Study of Ageing, a nationally representative dataset of people aged ≥50 years. The area under the receiver-operator curve and performance metrics for the score at the recommended score threshold (≥16), were calculated for the outcomes of HbA1c ≥42 mmol/mol (6.0%) at baseline and self-reported Type 2 diabetes within 10 years in those aged 50-75 years at baseline. RESULTS A total of 3203 individuals had a baseline HbA1c measurement, of whom 247 (7.7%) had an HbA1c concentration ≥42 mmol/mol (6.0%). The area under the receiver-operator curve was 69.4% (95% CI 66.0-72.9) for baseline HbA1c ≥42 mmol/mol. A total of 3550 individuals had diabetes status recorded at 10 years, of whom 324 (9.1%) were diagnosed with Type 2 diabetes within this time; the area under the receiver-operator curve for this outcome was 74.9% (95% CI 72.4-77.5). The score threshold of ≥16 had a sensitivity of 89.2% (95% CI 85.3-92.4) and a specificity of 42.3% (95% CI 40.5-44.0) for Type 2 diabetes within 10 years. CONCLUSIONS The Leicester Self-Assessment score is validated for use across England to identify people with non-diabetic hyperglycaemia or undiagnosed Type 2 diabetes. Those with a high score are at high risk of developing diabetes in the future.
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Affiliation(s)
- S R Barber
- Department of Health Sciences, University of Leicester, Leicester, UK
- Leicester Clinical Trials Unit, University of Leicester, Leicester, UK
| | - N N Dhalwani
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - M J Davies
- Leicester Clinical Trials Unit, University of Leicester, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - K Khunti
- Leicester Clinical Trials Unit, University of Leicester, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
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Dunkley AJ, Tyrer F, Gray LJ, Bhaumik S, Spong R, Chudasama Y, Cooper SA, Ganghadaran S, Davies M, Khunti K. Type 2 diabetes and glucose intolerance in a population with intellectual disabilities: the STOP diabetes cross-sectional screening study. J Intellect Disabil Res 2017; 61:668-681. [PMID: 28544066 DOI: 10.1111/jir.12380] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 01/31/2017] [Accepted: 03/15/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Adults with intellectual disabilities (ID) may be at increased risk of developing type 2 diabetes and cardiovascular disease, due to lifestyle factors, medications and other diagnosed conditions. Currently, there is lack of evidence on prevalence and prevention in this population. The aim of this study was to conduct a diabetes screening programme to determine prevalence of previously undiagnosed type 2 diabetes and impaired glucose regulation in people with ID. METHODS Screening was conducted in a variety of community settings in Leicestershire, UK. Adults with ID were invited via: general practices; the Leicestershire Learning Disability Register; ID psychiatric services; and some people directly contacted the research team due to publicity about the study. Screening involved collection of anthropometric, biomedical and questionnaire data. Type 2 diabetes and impaired glucose regulation were defined according to (venous) fasting plasma glucose or HbA1c, following current World Health Organisation criteria. RESULTS Nine hundred thirty adults (29% of those approached) participated. Mean age was 43 years, 58% were male and 16% of South Asian ethnicity. Most participants were either overweight or obese (68%). Diabetes status was successfully assessed for 675 (73%) participants: Nine (1.3%, 95% confidence interval 0.6 to 2.5) were found to have undiagnosed type 2 diabetes, and 35 (5.2%, 95% confidence interval 3.6 to 7.1) had impaired glucose regulation. Key factors associated with abnormal glucose regulation included the following: non-white ethnicity and a first degree family history of diabetes. CONCLUSIONS Results from this large multi-ethnic cohort suggest a low prevalence of screen-detected (previously undiagnosed) type 2 diabetes and impaired glucose regulation in adults with ID. However, the high levels of overweight and obesity we found emphasise the need for targeted lifestyle prevention strategies, which are specifically tailored for the needs of people with ID.
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Affiliation(s)
- A J Dunkley
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, LE5 4PW, UK
| | - F Tyrer
- Department of Health Sciences, University of Leicester, Centre for Medicine, University Road, Leicester, LE1 7RH, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Centre for Medicine, University Road, Leicester, LE1 7RH, UK
| | - S Bhaumik
- Learning Disabilities Service, Leicestershire Partnership NHS Trust, Bridge Park Plaza, Bridge Park Road, Thurmaston, Leicester, LE4 8PQ, UK
| | - R Spong
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, LE5 4PW, UK
| | - Y Chudasama
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, LE5 4PW, UK
| | - S-A Cooper
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, 1055 Great Western Road, Glasgow, G12 0XH, UK
| | - S Ganghadaran
- Learning Disabilities Service, Leicestershire Partnership NHS Trust, Bridge Park Plaza, Bridge Park Road, Thurmaston, Leicester, LE4 8PQ, UK
| | - M Davies
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, LE5 4PW, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, LE5 4PW, UK
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11
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Yates T, Edwardson CL, Henson J, Gray LJ, Ashra NB, Troughton J, Khunti K, Davies MJ. Walking Away from Type 2 diabetes: a cluster randomized controlled trial. Diabet Med 2017; 34:698-707. [PMID: 27589017 DOI: 10.1111/dme.13254] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/31/2016] [Indexed: 12/31/2022]
Abstract
AIMS This study aimed to investigate whether an established behavioural intervention, Walking Away from Type 2 Diabetes, is effective at promoting and sustaining increased walking activity when delivered within primary care. METHODS Cluster randomized controlled trial involving 10 general practices recruited from Leicestershire, UK, in 2009-2010. Eight hundred and eight (36% female) individuals with a high risk of Type 2 diabetes mellitus, identified through a validated risk score, were included. Participants in five practices were randomized to Walking Away from Type 2 Diabetes, a pragmatic 3-h group-based structured education programme incorporating pedometer use with annual follow-on refresher sessions. The primary outcome was accelerometer assessed ambulatory activity (steps/day) at 12 months. Longer term maintenance was assessed at 24 and 36 months. Results were analysed using generalized estimating equation models, accounting for clustering. RESULTS Complete accelerometer data for the primary outcome were available for 571 (71%) participants. Increases in ambulatory activity of 411 steps/day [95% confidence interval (CI): 117, 704] and self-reported vigorous-intensity physical activity of 218 metabolic equivalent min/week (95% CI: 6, 425) at 12 months were observed in the intervention group compared with control; differences between groups were not sustained at 36 months. No differences between groups were observed for markers of cardiometabolic health. Replacing missing data with multiple imputation did not affect the results. CONCLUSIONS A pragmatic low-resource group-based structured education programme with pedometer use resulted in modest increases in ambulatory activity compared with control conditions after 12 months when implemented within a primary care setting to those at high risk of Type 2 diabetes mellitus; however, the results were not maintained over 36 months.
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Affiliation(s)
- T Yates
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- National Institute for Health Research (NIHR) Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit (BRU), Leicester Diabetes Centre, Leicester, UK
| | - C L Edwardson
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- National Institute for Health Research (NIHR) Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit (BRU), Leicester Diabetes Centre, Leicester, UK
| | - J Henson
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- National Institute for Health Research (NIHR) Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit (BRU), Leicester Diabetes Centre, Leicester, UK
| | - L J Gray
- Health Sciences, University of Leicester, Leicester, UK
| | - N B Ashra
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
| | - J Troughton
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- National Institute for Health Research (NIHR) Collaboration for Leadership in Applied Health Research and Care - East Midlands (CLAHRC - EM) Leicester Diabetes Centre, Leicester, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- National Institute for Health Research (NIHR) Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit (BRU), Leicester Diabetes Centre, Leicester, UK
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12
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Bodicoat DH, Khunti K, Srinivasan BT, Mostafa S, Gray LJ, Davies MJ, Webb DR. Incident Type 2 diabetes and the effect of early regression to normoglycaemia in a population with impaired glucose regulation. Diabet Med 2017; 34:396-404. [PMID: 26871995 DOI: 10.1111/dme.13091] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/09/2016] [Indexed: 11/30/2022]
Abstract
AIMS To report contemporary regression rates from impaired glucose regulation to normal glucose tolerance, identify modifiable factors associated with early regression, and establish whether it affects subsequent diabetes risk in a population-based cohort. METHODS Participants with impaired glucose regulation (impaired fasting glucose and/or impaired glucose tolerance on a 75-g oral glucose tolerance test) at baseline in the UK-based ADDITION-Leicester study had annual Type 2 diabetes re-screens for 5 years or until diabetes diagnosis. Logistic regression models investigated modifiable risk factors for regression to normal glucose tolerance at 1 year (n = 817). Cox regression models estimated subsequent diabetes risk (n = 630). RESULTS At 1 year, 54% of participants had regressed to normal glucose tolerance, and 6% had progressed to diabetes. Regression to normal glucose tolerance was associated with weight loss of 0.1-3% [adjusted odds ratio 1.81 (95% CI 1.08, 3.03) compared with maintaining or gaining weight] and a waist circumference reduction of > 3 cm [adjusted odds ratio 1.78 (95% CI 1.03, 3.06) compared with maintaining or increasing waist circumference]. Those with normal glucose tolerance at 1 year subsequently had lower diabetes risk than those who remained with impaired glucose regulation [adjusted hazard ratio 0.19 (95% CI 0.10, 0.37)]. CONCLUSIONS Early regression to normal glucose tolerance was associated with reduced diabetes incidence, and might be induced by small reductions in weight or waist circumference. If confirmed in experimental research, this could be a clear and achievable target for individuals diagnosed with impaired glucose regulation.
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Affiliation(s)
- D H Bodicoat
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - B T Srinivasan
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - S Mostafa
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
| | - D R Webb
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
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13
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Leal J, Ahrabian D, Davies MJ, Gray LJ, Khunti K, Yates T, Gray AM. Cost-effectiveness of a pragmatic structured education intervention for the prevention of type 2 diabetes: economic evaluation of data from the Let's Prevent Diabetes cluster-randomised controlled trial. BMJ Open 2017; 7:e013592. [PMID: 28069625 PMCID: PMC5223732 DOI: 10.1136/bmjopen-2016-013592] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVES Prevention of type 2 diabetes mellitus (TD2M) is a priority for healthcare systems. We estimated the cost-effectiveness compared with standard care of a structured education programme (Let's Prevent) targeting lifestyle and behaviour change to prevent progression to T2DM in people with prediabetes. DESIGN Cost-effectiveness analysis alongside randomised controlled trial. SETTING 44 general practices in Leicestershire, England. PARTICIPANTS 880 participants with prediabetes randomised to receive either standard care or a 6-hour group structured education programme with follow-up sessions in a primary care setting. MAIN OUTCOME MEASURE Incremental cost utility from the UK National Health Service (NHS) perspective. Quality of life and resource use measured from baseline and during the 36 months follow-up using the EuroQoL EQ-5D and 15D instruments and an economic questionnaire. Outcomes measured using quality-adjusted life years (QALYs) and healthcare costs calculated in 2012-2013 prices. RESULTS After accounting for clustering and missing data, the intervention group was found to have a net gain of 0.046 (95% CI -0.0171 to 0.109) QALYs over 3 years, adjusted for baseline utility, at an additional cost of £168 (95% CI -395 to 732) per patient compared with the standard care group. The incremental cost-effectiveness ratio is £3643/QALY with an 86% probability of being cost-effective at a willingness to pay threshold of £20 000/QALY. CONCLUSIONS The education programme had higher costs and higher quality of life compared with the standard care group. The Let's Prevent programme is very likely to be cost-effective at a willingness to pay threshold of £20 000/QALY gained. TRIAL REGISTRATION NUMBER ISRCTN80605705.
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Affiliation(s)
- J Leal
- Nuffield Department of Population Health, Health Economics Research Centre, University of Oxford, Oxford, UK
| | - D Ahrabian
- Nuffield Department of Population Health, Health Economics Research Centre, University of Oxford, Oxford, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - T Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester, UK
| | - A M Gray
- Nuffield Department of Population Health, Health Economics Research Centre, University of Oxford, Oxford, UK
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14
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Ali S, Davies MJ, Brady EM, Gray LJ, Khunti K, Beshyah SA, Hanif W. Guidelines for managing diabetes in Ramadan. Diabet Med 2016; 33:1315-29. [PMID: 26802436 DOI: 10.1111/dme.13080] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 11/03/2015] [Accepted: 01/19/2016] [Indexed: 01/18/2023]
Abstract
BACKGROUND Globally there are approximately 90 million Muslims with diabetes of which approximately 400 000 reside within the UK. The holy month of Ramadan is a fundamental practice of this religion of which fasting from sun-rise to sun-set is an integral part. This poses many potential risks for those with diabetes who wish to observe Ramadan. METHODS The evidence base for best clinical management of Type 1 and Type 2 diabetes during Ramadan was reviewed. We reviewed current and previous recommendations for safe fasting during Ramadan. RESULTS The risks associated with fasting in those with diabetes and preparing your patient for Ramadan are discussed. We have reviewed the evidence around diet-controlled diabetes and therapies including; metformin, acarbose, metglitinides, sulfonylureas, thiazolidinidiones, dipeptidyl peptidase-4 inhibitor (DPP-4), sodium glucose co-transporter -2 (SGLT-2) inhibitors, glucagon-like peptide -1 (GLP-1) receptor agonists and insulin. CONCLUSION Up to date guidelines for the management of treatment regimes are set-out for those with Type 1 and Type 2 diabetes who wish to fast during Ramadan.
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Affiliation(s)
- S Ali
- Department of Diabetes & Endocrinology, Imperial College Healthcare NHS Trust, London, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester
| | - E M Brady
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester
| | - S A Beshyah
- Center for Diabetes and Endocrinology, Sheikh Khalifa Medical City, Abu Dhabi, United Arab Emirates
| | - W Hanif
- Department of Diabetes & Endocrinology, University Hospital Birmingham, NHS Trust, Birmingham, UK.
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15
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Willis A, Roshan M, Patel N, Gray LJ, Yates T, Davies M, Khunti K. A community faith centre based screening and educational intervention to reduce the risk of type 2 diabetes: A feasibility study. Diabetes Res Clin Pract 2016; 120:73-80. [PMID: 27522562 DOI: 10.1016/j.diabres.2016.07.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Revised: 06/22/2016] [Accepted: 07/30/2016] [Indexed: 11/30/2022]
Abstract
AIMS People of South Asian origin experience higher rates of diabetes and complications of diabetes compared to white Europeans. Therefore, it is important to identify those with undiagnosed diabetes and those at high risk of developing diabetes, in order to intervene with lifestyle intervention to reduce risk and prevent complications. We conducted a study to assess the feasibility of delivering a faith centre based pathway for screening and referral to group education for high risk individuals to increase screening uptake and reduce diabetes risk. METHODS Opportunistic screening and early intervention strategy for people at risk of diabetes and cardiovascular disease in local faith centres. The screening consisted of a diabetes risk assessment tool and a near patient test for HbA1c. Participants found to be at high risk of diabetes (HbA1c 6-6.4%/42-46mmol/mol) were offered a 'Walking Away from Diabetes' group educational intervention aimed at increasing exercise levels and reducing diabetes risk. RESULTS 252 participants were screened during four screening events. 202 participants (80.2%) gave consent for their data to be included in the analysis. 72.4% of participants were found to have a high diabetes risk score. 32 participants (15.8%) had a HbA1c result (6-6.4%/42-46mmol/mol). Eight participants (4.0%) had a (HbA1c ⩾6.5%/⩾47mmol/mol). Of those eligible for the diabetes prevention education programme, 18 participants (56.3%) attended. CONCLUSIONS This study confirms that screening followed by group education within faith centre settings is feasible and acceptable to participants. The strategies chosen were effective in achieving a high screening yield and high uptake of group education.
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Affiliation(s)
- A Willis
- Diabetes Research Centre, University of Leicester, UK; NIHR Collaborations for Leadership in Applied Health Research and Care (CLAHRC) East Midlands, UK.
| | - M Roshan
- Diabetes Research Centre, University of Leicester, UK
| | - N Patel
- Diabetes Research Centre, University of Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, UK
| | - T Yates
- Diabetes Research Centre, University of Leicester, UK; NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, UK
| | - M Davies
- Diabetes Research Centre, University of Leicester, UK; NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, UK; NIHR Collaborations for Leadership in Applied Health Research and Care (CLAHRC) East Midlands, UK
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16
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Khunti K, Gillies CL, Dallosso H, Brady EM, Gray LJ, Kilgallen G, Willis A, Zafar A, Davies MJ. Assessment of response rates and yields for Two opportunistic Tools for Early detection of Non-diabetic hyperglycaemia and Diabetes (ATTEND). A randomised controlled trial and cost-effectiveness analysis. Diabetes Res Clin Pract 2016; 118:12-20. [PMID: 27485852 DOI: 10.1016/j.diabres.2016.04.054] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Revised: 04/28/2016] [Accepted: 04/30/2016] [Indexed: 01/09/2023]
Abstract
AIMS To assess the opportunistic use in primary care of a computer risk score versus a self-assessment risk score for undiagnosed type 2 diabetes. METHODS We conducted a randomised controlled trial in 11 primary care practices in the UK. 577 patients aged 40-75years with no current diagnosis of type 2 diabetes were recruited to a computer based risk score (Leicester Practice Computer Risk Score (LPCRS)) or a patient self-assessment score (Leicester Self-Assessment Score (LSAS)). RESULTS The rate of self-referral blood tests was significantly higher for the LPCRS compared to the LSAS, 118.98 (95% CI: 102.85, 137.64) per 1000 high-risk patient years of follow-up compared to 92.14 (95% CI: 78.25, 108.49), p=0.022. Combined rate of diagnosis of type 2 diabetes and those at risk of developing the disease (i.e. impaired glucose tolerance (IGT) or impaired fasting glucose (IFG)) was similar between the two arms, 15.12 (95% CI: 9.11, 25.08) per 1000 high-risk patient years for LPCRS compared to 14.72 (95% CI: 9.59, 22.57) for the LSAS, p=0.699. For the base case scenario the cost per new case of type 2 diabetes diagnosed was lower for the LPCRS compared to the LSAS, £168 (95% Credible Interval (CrI): 76, 364), and £352 (95% CrI: 109, 1148), respectively. CONCLUSIONS Compared to a self-assessment risk score, a computer based risk score resulted in greater attendance to an initial blood test and is potentially more cost-effective.
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Affiliation(s)
- K Khunti
- Leicester Diabetes Centre, University of Leicester, Leicester, UK.
| | - C L Gillies
- Leicester Diabetes Centre, University of Leicester, Leicester, UK; Department of Health Sciences, University of Leicester, Leicester, UK
| | - H Dallosso
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - E M Brady
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - G Kilgallen
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - A Willis
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - A Zafar
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - M J Davies
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
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17
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Htike ZZ, Yates T, Brady EM, Webb D, Gray LJ, Swarbrick D, McCann GP, Khunti K, Davies MJ. Rationale and design of the randomised controlled trial to assess the impact of liraglutide on cardiac function and structure in young adults with type 2 diabetes (the LYDIA study). Cardiovasc Diabetol 2016; 15:102. [PMID: 27440110 PMCID: PMC4955217 DOI: 10.1186/s12933-016-0421-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2016] [Accepted: 07/06/2016] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The prevalence of type 2 diabetes (T2DM) in younger adults is growing. Compared to the late onset T2DM, it is well recognized that the disease tends to behave more aggressively in the younger age group with evidence of premature micro and macrovasular diseases and shorter life span. This increased mortality is largely attributed to cardiovascular complications. In a recent pilot study, young adults with T2DM were found to have significantly lower peak diastolic strain rate (PEDSR) on cardiac MRI (CMR), a forerunner of diabetic cardiomyopathy. Liraglutide, a glucagon like peptide-1 (GLP-1) analogue, is one of the new classes of glucose lowering therapies licensed to be used in management of T2DM. In randomised controlled trials, liraglutide improves glycaemic control by 1-1.5 % with an added benefit of weight loss of 2-3 kg. In addition, there is emerging evidence elucidating the cardioprotective effects of GLP-1 analogues independent of glycaemic control. In a small study, liraglutide has also been shown to improve cardiac function in patients with coronary ischaemia or congestive heart failure. METHODS AND AIMS This is a prospective, randomised, open-label, blind end-point (PROBE) active-comparator trial. A total of 90 obese eligible participants with T2DM (18-50 years) will be randomised to either liraglutide 1.8 mg once daily or sitagliptin 100 mg once daily for 26 weeks. The primary aim is to assess whether liraglutide improves diastolic function compared to sitagliptin as measured by PEDSR using CMR. DISCUSSION Although newer classes of GLP-1 analogues are made available in recent years, there are very few published studies demonstrating the beneficial effect of GLP-1 analogues on cardiovascular endpoints. In a recently published LEADER study, liraglutide has shown superiority to placebo in a population of type 2 diabetes with high risk of cardiovascular disease. To the best of our knowledge, there are no published studies establishing the effect of liraglutide on cardiac function in younger patients with T2DM on a larger scale. The LYDIA study will comprehensively describe changes in various parameters of cardiac structure and function in patients treated with liraglutide aiming to provide new evidence on effect of liraglutide on diastolic function in young obese people with T2DM. Trial Registration ClinicalTrials.gov identifier: NCT02043054.
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Affiliation(s)
- Z Z Htike
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK.
| | - T Yates
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
| | - E M Brady
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
| | - D Webb
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
| | - L J Gray
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
| | - D Swarbrick
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.,NIHR Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
| | - G P McCann
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.,NIHR Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
| | - K Khunti
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
| | - M J Davies
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK and Health Sciences, University of Leicester, Leicester, UK
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18
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Seidu S, Achana FA, Gray LJ, Davies MJ, Khunti K. Effects of glucose-lowering and multifactorial interventions on cardiovascular and mortality outcomes: a meta-analysis of randomized control trials. Diabet Med 2016; 33:280-9. [PMID: 26282461 DOI: 10.1111/dme.12885] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/11/2015] [Indexed: 01/05/2023]
Abstract
INTRODUCTION The effect of intensive glycaemic control alone or as part of a multifactorial intervention on cardiovascular and mortality outcomes is not fully understood. In addition, the interaction of duration of diabetes diagnosis on cardiovascular and mortality outcomes is unclear. AIM To quantify the effect of intensive treatment (i.e. intensive glucose lowering either alone or as part of a multifactorial intervention) on non-fatal myocardial infarction (MI), non-fatal stroke, cardiovascular disease (CV) mortality and all-cause mortality in patients with Type 2 diabetes. A secondary objective was to investigate the association between the treatment effect and trial-level characteristics such as average age, duration of Type 2 diabetes, the percentage male and the baseline event rate. METHODS We searched MEDLINE, Embase and the Cochrane Central Register of Controlled Trials without language restrictions from inception to 13 May 2015. We included randomized controlled trials (RCTs) that evaluated intensive treatment in adult patients with Type 2 diabetes. The review was registered on PROSPERO (registration number 42014013860). We pooled rates across studies using random effects meta-analysis and investigated study-level covariate associations using Bayesian meta-regression. RESULTS A total of 19 RCTs were included: 16 examined non-fatal MI (n = 79 595), 14 non-fatal stroke (n = 78 568), 18 cardiovascular mortality (n = 83 938) and 18 all-cause mortality (n = 84 266). There was evidence to suggest that compared with standard care, intensive treatment reduced the risk of non-fatal MI [risk ratio (RR) 0.90, 95% confidence interval (CI) 0.83-0.96], but not non-fatal stroke (RR 0.96, 95% CI 0.86-1.07), CV mortality (RR 1.00, 95% CI 0.90-1.11) or all-cause mortality (RR 1.00, 95% CI 0.94-1.06). Compared with standard care, multifactorial interventions alone reduced non-fatal stroke (RR 0.53, 95% CI 0.32-0.0.87) but not non-fatal MI (RR 0.66, 95% CI 0.38-1.03), CV mortality (RR 0.72, 95% CI 0.46-1.14) or all-cause mortality (RR 0.82, 95% CI 0.64-1.05). There was no evidence to suggest that the effect of intensive treatment on cardiovascular and mortality outcomes was associated with mean age, mean duration of Type 2 diabetes and percentage of male patients across trials. There was evidence to suggest that the effectiveness of intensive treatment to reduce mortality outcomes increases as the baseline incidence of cardiovascular mortality [ratio of hazard = 0.82, 95% credible interval (CrI) 0.65-0.99] increased across trials, but not baseline incidence of non-fatal MI, non-fatal stroke and all-cause mortality. Intensive glucose-lowering and multifactorial interventions are predicted to have the desired beneficial effect of reducing CVD mortality in populations where the incidence rate is greater than about 6.3 CVD deaths per 1000 person-years or an average 10-year CVD risk of 6.3%. CONCLUSIONS Apart from non-fatal MIs, there was no evidence that intensive glucose-lowering and multifactorial interventions reduced or increased the risk of cardiovascular and mortality outcomes. Intensive glucose-lowering and multifactorial interventions are likely to be beneficial in populations with a higher baseline incidence of CV mortality, but there was no evidence of an association with the mean duration of Type 2 diabetes. Multifactorial interventions had a much greater impact on non-fatal MI and non-fatal strokes. (PROSPERO registration no.: 42014013860).
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Affiliation(s)
- S Seidu
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - F A Achana
- Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - L J Gray
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - M J Davies
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - K Khunti
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
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19
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Jelleyman C, Yates T, O'Donovan G, Gray LJ, King JA, Khunti K, Davies MJ. The effects of high-intensity interval training on glucose regulation and insulin resistance: a meta-analysis. Obes Rev 2015; 16:942-61. [PMID: 26481101 DOI: 10.1111/obr.12317] [Citation(s) in RCA: 320] [Impact Index Per Article: 35.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 08/06/2015] [Accepted: 08/06/2015] [Indexed: 12/26/2022]
Abstract
The aim of this meta-analysis was to quantify the effects of high-intensity interval training (HIIT) on markers of glucose regulation and insulin resistance compared with control conditions (CON) or continuous training (CT). Databases were searched for HIIT interventions based upon the inclusion criteria: training ≥2 weeks, adult participants and outcome measurements that included insulin resistance, fasting glucose, HbA1c or fasting insulin. Dual interventions and participants with type 1 diabetes were excluded. Fifty studies were included. There was a reduction in insulin resistance following HIIT compared with both CON and CT (HIIT vs. CON: standardized mean difference [SMD] = -0.49, confidence intervals [CIs] -0.87 to -0.12, P = 0.009; CT: SMD = -0.35, -0.68 to -0.02, P = 0.036). Compared with CON, HbA1c decreased by 0.19% (-0.36 to -0.03, P = 0.021) and body weight decreased by 1.3 kg (-1.9 to -0.7, P < 0.001). There were no statistically significant differences between groups in other outcomes overall. However, participants at risk of or with type 2 diabetes experienced reductions in fasting glucose (-0.92 mmol L(-1), -1.22 to -0.62, P < 0.001) compared with CON. HIIT appears effective at improving metabolic health, particularly in those at risk of or with type 2 diabetes. Larger randomized controlled trials of longer duration than those included in this meta-analysis are required to confirm these results.
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Affiliation(s)
- C Jelleyman
- Diabetes Research Centre, University of Leicester, Leicester, UK.,NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester & Loughborough, UK
| | - T Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK.,NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester & Loughborough, UK
| | - G O'Donovan
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - J A King
- NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester & Loughborough, UK.,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK.,NIHR Collaboration for Leadership in Applied Health Research and Care - East Midlands (NIHR CLAHRC - EM), Leicester, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK.,NIHR Leicester-Loughborough Diet, Lifestyle and Physical Activity Biomedical Research Unit, Leicester & Loughborough, UK
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20
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Maycock AC, Ineson S, Gray LJ, Scaife AA, Anstey JA, Lockwood M, Butchart N, Hardiman SC, Mitchell DM, Osprey SM. Possible impacts of a future grand solar minimum on climate: Stratospheric and global circulation changes. J Geophys Res Atmos 2015; 120:9043-9058. [PMID: 26937327 PMCID: PMC4758621 DOI: 10.1002/2014jd022022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Revised: 04/24/2015] [Accepted: 04/24/2015] [Indexed: 06/05/2023]
Abstract
A future decline in solar activity would not offset projected global warmingA future decline in solar activity could have larger regional effects in winterTop-down mechanism contributes to Northern Hemisphere regional response.
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Affiliation(s)
- A. C. Maycock
- Centre for Atmospheric ScienceUniversity of CambridgeCambridgeUK
- National Centre for Atmospheric ScienceUK
| | - S. Ineson
- Met Office Hadley CentreMet OfficeExeterUK
| | - L. J. Gray
- National Centre for Atmospheric ScienceUK
- Department of Atmosphere, Ocean and Planetary PhysicsUniversity of OxfordOxfordUK
| | | | - J. A. Anstey
- Department of Atmosphere, Ocean and Planetary PhysicsUniversity of OxfordOxfordUK
| | - M. Lockwood
- Department of MeteorologyUniversity of ReadingReadingUK
| | | | | | - D. M. Mitchell
- Department of Atmosphere, Ocean and Planetary PhysicsUniversity of OxfordOxfordUK
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21
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Gray LJ, Dales J, Brady EM, Khunti K, Hanif W, Davies MJ. Safety and effectiveness of non-insulin glucose-lowering agents in the treatment of people with type 2 diabetes who observe Ramadan: a systematic review and meta-analysis. Diabetes Obes Metab 2015; 17:639-48. [PMID: 25777247 DOI: 10.1111/dom.12462] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Revised: 03/04/2015] [Accepted: 03/12/2015] [Indexed: 01/07/2023]
Abstract
AIM To determine which non-insulin glucose-lowering treatment regimens are most appropriate in people with type 2 diabetes who choose to fast during Ramadan. METHODS Electronic databases were searched for randomized controlled trials (RCTs) and observational studies that compared non-insulin glucose-lowering agents in people with type 2 diabetes fasting during Ramadan. Those studies which reported hypoglycaemia, weight and glycated haemoglobin (HbA1c) change were included. Data were pooled using random effects models. RESULTS A total of 16 studies were included: 9 RCTs and 7 observational studies. There was evidence that dipeptidyl peptidase-4 (DPP-4) inhibitors led to fewer hypoglycaemic events compared with sulphonylureas. Sitagliptin significantly reduced the number of patients with ≥1 hypoglycaemic episodes during Ramadan [risk ratio (RR) 0.48, 95% confidence interval (CI) 0.36, 0.64; p > 0.0001]. This was not replicated in the RCTs of vildagliptin, but a significant reduction was found in the observational studies (RR 0.28, 95% CI 0.10, 0.75; p = 0.01) with high heterogeneity (I(2) = 86.7%). Significant reductions in HbA1c and weight were seen in the observational studies of vildagliptin versus sulphonylureas. The use of liraglutide led to significant weight loss (-1.81 kg, 95% CI -2.91, -0.71; p = 0.001) compared with sulphonylureas. Pioglitazone significantly increased weight compared with placebo (3.48 kg, 95% CI 2.82, 4.14; p < 0.0001). CONCLUSIONS The analysis supports the use of DPP-4 inhibitors during Ramadan rather than sulphonylureas for reduction in hypoglycaemia without a cost to diabetes control and weight. The glucagon-like peptide (GLP)-1 agonist liraglutide provides clinical benefits, but more studies are required. RCTs of DPP-4 inhibitors compared with GLP-1 agonists and novel therapies including the sodium-glucose co-transporter 2 and α-glucosidase inhibitors are needed to inform evidence-based guidelines.
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Affiliation(s)
- L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - J Dales
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - E M Brady
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester, UK
| | - W Hanif
- Department of Diabetes & Endocrinology, University Hospital Birmingham, NHS Trust, Birmingham, UK
| | - M J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester, UK
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22
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Stotter A, Reed MW, Gray LJ, Moore N, Robinson TG. Comprehensive Geriatric Assessment and predicted 3-year survival in treatment planning for frail patients with early breast cancer. Br J Surg 2015; 102:525-33; discussion 533. [PMID: 25708660 DOI: 10.1002/bjs.9755] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 07/02/2014] [Accepted: 11/21/2014] [Indexed: 12/24/2022]
Abstract
BACKGROUND Endocrine therapy alone has been a popular treatment for oestrogen receptor-positive breast cancer in elderly patients, although it may be inadequate in those surviving more than 2-3 years. The aim of this study was to estimate 3-year survival in frail patients with early breast cancer, to inform treatment decisions. METHODS A risk score was created to estimate 3-year survival in individual patients using data from patients who had Comprehensive Geriatric Assessment (CGA) in a specialist clinic before decisions about their breast cancer treatment were made. The data were analysed using logistic regression. RESULTS Ninety-seven (29·6 per cent) of the 328 patients had died by 3 years. Four components of the assessment proved strongly associated with survival: Mini Mental State Examination, Barthel Index of Activities of Daily Living, instrumental Activities of Daily Living and American Association of Anesthesiologists fitness grade. The derived CGA risk score gave an adequate level of discrimination and calibration, with an area under the receiver operating characteristic (ROC) curve of 0·75 (95 per cent c.i. 0·67 to 0·82) (Hosmer-Lemeshow statistic χ(2) = 7·9, P = 0·448). CONCLUSION Detailed assessment can allow prediction of survival probability in frail elderly patients. Good scores indicate good survival prospects and a likely benefit from surgery; poor scores are associated with reduced survival, although with wide variation. CGA is recommended before making decisions on best treatment.
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Affiliation(s)
- A Stotter
- Departments of Breast Surgery, University Hospitals of Leicester NHS Trust, Leicester, UK
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23
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Carey ME, Mandalia PK, Daly H, Gray LJ, Hale R, Martin Stacey L, Taub N, Skinner TC, Stone M, Heller S, Khunti K, Davies MJ. Increasing capacity to deliver diabetes self-management education: results of the DESMOND lay educator non-randomized controlled equivalence trial. Diabet Med 2014; 31:1431-8. [PMID: 24798205 DOI: 10.1111/dme.12483] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 02/10/2014] [Accepted: 04/28/2014] [Indexed: 11/28/2022]
Abstract
AIM To develop and test a format of delivery of diabetes self-management education by paired professional and lay educators. METHODS We conducted an equivalence trial with non-randomized participant allocation to a Diabetes Education and Self Management for Ongoing and Newly Diagnosed Type 2 diabetes (DESMOND) course, delivered in the standard format by two trained healthcare professional educators (to the control group) or by one trained lay educator and one professional educator (to the intervention group). A total of 260 people with Type 2 diabetes diagnosed within the previous 12 months were referred for self-management education as part of routine care and attended either a control or intervention format DESMOND course. The primary outcome measure was change in illness coherence score (derived from the Diabetes Illness Perception Questionnaire-Revised) between baseline and 4 months after attending education sessions. Secondary outcome measures included change in HbA1c level. The trial was conducted in four primary care organizations across England and Scotland. RESULTS The 95% CI for the between-group difference in positive change in coherence scores was within the pre-set limits of equivalence (difference = 0.22, 95% CI 1.07 to 1.52). Equivalent changes related to secondary outcome measures were also observed, including equivalent reductions in HbA1c levels. CONCLUSION Diabetes education delivered jointly by a trained lay person and a healthcare professional educator with the same educator role can provide equivalent patient benefits. This could provide a method that increases capacity, maintains quality and is cost-effective, while increasing access to self-management education.
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Affiliation(s)
- M E Carey
- Leicester Diabetes Centre, University Hospitals of Leicester, Leicester General Hospital, Leicester, UK
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24
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Wilmot EG, Leggate M, Khan JN, Yates T, Gorely T, Bodicoat DH, Khunti K, Kuijer JPA, Gray LJ, Singh A, Clarysse P, Croisille P, Nimmo MA, McCann GP, Davies MJ. Type 2 diabetes mellitus and obesity in young adults: the extreme phenotype with early cardiovascular dysfunction. Diabet Med 2014; 31:794-8. [PMID: 24606573 DOI: 10.1111/dme.12431] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 10/29/2013] [Accepted: 03/04/2014] [Indexed: 12/17/2022]
Abstract
AIM A pilot study to phenotype young adults (< 40 years) with Type 2 diabetes mellitus. METHODS Twenty people with Type 2 diabetes (aged 18-40 years), 10 lean and 10 obese control subjects underwent detailed assessment, including tagged cardiac magnetic resonance imaging, inflammatory proteins, lipids, vitamin D and maximal oxygen uptake. Outcomes were compared between the group with Type 2 diabetes and the control group. RESULTS Mean (standard deviation) age, Type 2 diabetes duration and BMI in the group with Type 2 diabetes were 31.8 (6.6) years, 4.7 (4.0) years and 33.9 (5.8) kg/m(2) respectively. Compared with lean control subjects, those with Type 2 diabetes had more deleterious profiles of hyperlipidaemia, vitamin D deficiency, inflammation and maximal oxygen uptake relative to body mass. However, there was no difference between the group with Type 2 diabetes and the obese control group. The group with Type 2 diabetes had a higher left ventricular mass and a trend towards concentric remodelling compared with the lean control group (P = 0.002, P = 0.052) but not the obese control group (P > 0.05). Peak early diastolic strain rate was reduced in the group with Type 2 diabetes [1.51 (0.24)/s] compared with the lean control [1.97 (0.34)/s, P = 0.001] and obese control [1.78 (0.39)/s, P = 0.042] group. CONCLUSIONS Young adults with Type 2 diabetes and those with obesity have similar adverse cardiovascular risk profiles, higher left ventricular mass and a trend towards left ventricular concentric remodelling. In addition, those with Type 2 diabetes demonstrate diastolic dysfunction, a known risk marker for future heart failure and mortality.
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Affiliation(s)
- E G Wilmot
- Diabetes Research Centre, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK; Department of Cardiovascular Sciences, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester, UK
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25
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Gray LJ, Khunti K, Wilmot EG, Yates T, Davies MJ. External validation of two diabetes risk scores in a young UK South Asian population. Diabetes Res Clin Pract 2014; 104:451-8. [PMID: 24785738 DOI: 10.1016/j.diabres.2014.03.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Revised: 03/17/2014] [Accepted: 03/22/2014] [Indexed: 11/29/2022]
Abstract
AIMS To externally validate the Leicester Practice Risk Score (LPRS) and the Leicester Risk Assessment score (LRAS) in a young South Asian population. METHODS South Asian participants aged 25-39 years inclusive from a population based screening study were included. The risk scores were calculated and compared to the diagnosis of type 2 diabetes mellitus (T2DM) or T2DM and Impaired Glucose Regulation (IGR, including IFG and IGT) using either an oral glucose tolerance test (OGTT) or a HbA1c (≤48mmol/mol/6.5% and ≤42mmol/mol/6.0% respectively). Measures of discrimination and calibration were calculated. RESULTS Of the 331 participants 8 (2.4%) had undiagnosed T2DM and 30 (9.1%) had IGR using an OGTT, 11 (3.4%) and 39 (12.1%) were found using HbA1c. Using the LPRS to detect T2DM on an OGTT gives an area under the ROC curve of 0.91 (95% CI 0.86, 0.97), including those with IGR gives an ROC of 0.72 (0.62-0.81), these values are 0.93 (0.88, 0.98) and 0.68 (0.60, 0.77) when using an HbA1c to define outcome. Acceptable levels of calibration were seen. Similar results are found for the LRAS. CONCLUSIONS These scores can be used to identify those with undiagnosed T2DM and/or IGR in a young South Asian population. This is the first study to externally validate scores developed for prevalent undiagnosed disease in this age group using both OGTT and HbA1c.
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Affiliation(s)
- L J Gray
- University of Leicester, Department of Health Sciences, Leicester, UK.
| | - K Khunti
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester, UK
| | - E G Wilmot
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester, UK
| | - T Yates
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester, UK
| | - M J Davies
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester, UK
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26
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Brady EM, Davies MJ, Gray LJ, Saeed MA, Smith D, Hanif W, Khunti K. A randomized controlled trial comparing the GLP-1 receptor agonist liraglutide to a sulphonylurea as add on to metformin in patients with established type 2 diabetes during Ramadan: the Treat 4 Ramadan Trial. Diabetes Obes Metab 2014; 16:527-36. [PMID: 24373063 DOI: 10.1111/dom.12249] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Revised: 11/18/2013] [Accepted: 12/12/2013] [Indexed: 11/28/2022]
Abstract
AIMS To compare a sulphonylurea with the glucagon like peptide-1 (GLP-1) receptor agonist liraglutide in combination with metformin in patients on mono/dual oral therapy with established type 2 diabetes fasting during Ramadan. METHODS Ninety-nine adults intending to fast during Ramadan [50% male, mean age 52 years, body mass index (BMI) 32 kg/m(2)] were randomized from two UK sites. Baseline data were collected ≥14 days prior to Ramadan and at 3 and 12 weeks after Ramadan. RESULTS At 12 weeks, more patients in the liraglutide compared with the sulphonylurea group achieved a composite endpoint of haemoglobin A1c (HbA1c) < 7%, no weight gain and no severe hypoglycaemia but this did not reach statistical significance [odds ratio (OR) 4.08, 95% confidence interval (CI) 0.97, 17.22, p = 0.06]. From a baseline of 7.7% there was no change in HbA1c at 12 weeks in the sulphonylurea (+0.02%) compared with a 0.3% reduction in the liraglutide group (adjusted coefficient -0.41, 95% CI -0.83, 0.01, p = 0.05). Significant reductions were also observed in weight and diastolic blood pressure (BP) in the liraglutide compared with the sulphonylurea group. Treatment satisfaction was comparable across the treatment groups. There were no episodes of severe hypoglycaemia in either group, however, self-recorded episodes of blood glucose ≤3.9 mmol/l were significantly lower with liraglutide (incidence rate ratio 0.29, 95% CI 0.19, 0.41, p < 0.0001). CONCLUSIONS Liraglutide compared with sulphonylurea is well tolerated and maybe an effective therapy in combination with metformin during Ramadan with more patients able to achieve target HbA1c, lose or maintain weight with no severe hypoglycaemia. This was achieved with a high level of treatment satisfaction.
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Affiliation(s)
- E M Brady
- Leicester Diabetes Centre, University Hospitals of Leicester, NHS Trust, Leicester, UK
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27
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Chilton M, Dunkley A, Carter P, Davies MJ, Khunti K, Gray LJ. The effect of antiobesity drugs on waist circumference: a mixed treatment comparison. Diabetes Obes Metab 2014; 16:237-47. [PMID: 23964810 DOI: 10.1111/dom.12198] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2013] [Revised: 06/20/2013] [Accepted: 08/14/2013] [Indexed: 01/09/2023]
Abstract
AIM To use meta-analytic techniques to quantitatively evaluate the efficacy of orlistat and lorcaserin in the treatment of people who are overweight and obese. METHODS We identified publications from searches of electronic databases and extracted data from studies that compared orlistat or lorcaserin to lifestyle advice (standard care), placebo, sibutramine, rimonabant or metformin and collected information on waist circumference change or withdrawals due to adverse events (AEs). A mixed treatment comparison (MTC) meta-analysis was performed on the data extracted. RESULTS Orlistat was found to be significantly better than placebo and standard care in reducing waist circumference at 6 and 12 months; orlistat reduced waist circumference by -6.96 cm [95% credible interval (CrI): -8.93, -4.96 cm] compared to standard care at 6 months. The results suggested that lorcaserin reduced waist circumference by a greater amount than all other interventions at 12 months, for example, lorcaserin lead to a greater reduction of -2.45 cm (95% CrI: -4.99, 0.08 cm) in comparison to placebo, although these differences were not statistically significant. Although data were very limited, metformin reduced waist circumference by a greater amount (-2.11 cm, 95% CI: -1.00, -3.22 cm) than orlistat at 6 months. On average, 6.5% of patients on orlistat and 5.4% of those on lorcaserin discontinued their treatment due to AEs at 12 months. CONCLUSIONS Orlistat should be considered as an addition to lifestyle interventions in the treatment of obesity. Lorcaserin has recently been approved by the US Food and Drug Administration (FDA) and these results suggest that it is similar in both efficacy and safety compared to orlistat.
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Affiliation(s)
- M Chilton
- Department of Health Sciences, University of Leicester, Leicester, UK
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28
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Garzon M, Gray LJ, Sethian JA. Numerical simulations of electrostatically driven jets from nonviscous droplets. Phys Rev E Stat Nonlin Soft Matter Phys 2014; 89:033011. [PMID: 24730941 DOI: 10.1103/physreve.89.033011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Indexed: 06/03/2023]
Abstract
The evolution of a perfectly conducting and nonviscous fluid, under the action of an electric field (uniform at infinity), is studied numerically. Level set techniques are employed to develop an Eulerian potential flow model that can follow the drop evolution past breakup, while the free surface fluid velocity and the electric field force are obtained via axisymmetric boundary integral calculations. Numerical results are presented for neutral and charged droplets and for free charged droplets. In all cases, the evolution droplet aspect ratio, progeny droplet size, Taylor cone angles, jet shapes, and self-similar scaling exponents are reported. In particular, for free charged water droplets, the bursting frequency and other jetting characteristics have been carefully analyzed. Wherever possible, these results are compared with previously reported experiments and simulations.
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Affiliation(s)
- M Garzon
- Department of Applied Mathematics, University of Oviedo, Spain
| | - L J Gray
- Bergen Software Services International, Bergen, Norway
| | - J A Sethian
- Department of Mathematics, University of California Berkeley, Berkeley, California 94720, USA and Mathematics Department, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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29
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Morris DH, Khunti K, Achana F, Srinivasan B, Gray LJ, Davies MJ, Webb D. Progression rates from HbA1c 6.0-6.4% and other prediabetes definitions to type 2 diabetes: a meta-analysis. Diabetologia 2013; 56:1489-93. [PMID: 23584433 DOI: 10.1007/s00125-013-2902-4] [Citation(s) in RCA: 163] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Accepted: 03/15/2013] [Indexed: 12/30/2022]
Abstract
AIMS/HYPOTHESIS Precise estimates of progression rates from 'prediabetes' to type 2 diabetes are needed to optimise prevention strategies for high-risk individuals. There is acceptance of prediabetes defined by impaired fasting glucose (IFG) and impaired glucose tolerance (IGT), but there is some controversy surrounding HbA1c-defined prediabetes ranges, with some favouring 6.0-6.4% (42-46 mmol/mol). Comparing progression rates between groups might aid this issue, thus we aimed to accurately estimate progression rates to diabetes from different prediabetes categories. METHODS Meta-analysis of prospective observational studies in which participants had prediabetes at baseline (ADA-defined IFG [5.6-6.9 mmol/l], WHO-defined IFG [6.1-6.9 mmol/l], IGT (7.8-11.0 mmol/l) or raised HbA1c [6.0-6.4%/42-46 mmol/mol]) and were followed up for incident diabetes. Incidence rates were combined using Bayesian random effects models. RESULTS Overall, 70 studies met the inclusion criteria. In the six studies that used raised HbA1c, the pooled incidence rate (95% credible interval) of diabetes was 35.6 (15.1, 83.0) per 1,000 person-years. This rate was most similar to that for ADA-defined IFG (11 studies; 35.5 [26.6, 48.0]) and was non-significantly lower than WHO-defined IFG (34 studies; 47.4 [37.4, 59.8]), IGT (46 studies, 45.5 [37.8, 54.5]) and IFG plus IGT (15 studies, 70.4 [53.8, 89.7]). Similar results were seen when the data were analysed by the criteria used to diagnose diabetes. CONCLUSIONS/INTERPRETATION This study provides evidence that progression rates differ by prediabetes definition, which has implications for the planning and implementation of diabetes prevention programmes. HbA1c 6.0-6.4% might identify people at a lower diabetes risk than other prediabetes definitions, but further research is needed.
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Affiliation(s)
- D H Morris
- Diabetes Research Unit, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
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30
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Carter P, Achana F, Troughton J, Gray LJ, Khunti K, Davies MJ. A Mediterranean diet improves HbA1c but not fasting blood glucose compared to alternative dietary strategies: a network meta-analysis. J Hum Nutr Diet 2013; 27:280-97. [PMID: 23790149 DOI: 10.1111/jhn.12138] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- P. Carter
- Diabetes Research Unit; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
| | - F. Achana
- Department of Health Sciences; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
| | - J. Troughton
- Diabetes Research Unit; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
| | - L. J. Gray
- Department of Health Sciences; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
| | - K. Khunti
- Diabetes Research Unit; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
| | - M. J. Davies
- Diabetes Research Unit; Leicester Diabetes Centre; Leicester General Hospital; University of Leicester; Leicester UK
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31
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Gray LJ, Leigh T, Davies MJ, Patel N, Stone M, Bonar M, Badge R, Khunti K. Systematic review of the development, implementation and availability of smart-phone applications for assessing type 2 diabetes risk. Diabet Med 2013; 30:758-60. [PMID: 23683104 DOI: 10.1111/dme.12115] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2013] [Indexed: 02/04/2023]
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Davies MJ, Gagliardino JJ, Gray LJ, Khunti K, Mohan V, Hughes R. Real-world factors affecting adherence to insulin therapy in patients with Type 1 or Type 2 diabetes mellitus: a systematic review. Diabet Med 2013; 30:512-24. [PMID: 23323988 DOI: 10.1111/dme.12128] [Citation(s) in RCA: 197] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Revised: 11/30/2012] [Accepted: 01/10/2013] [Indexed: 01/22/2023]
Abstract
AIMS To identify real-world factors affecting adherence to insulin therapy in patients with Type 1 or Type 2 diabetes mellitus. METHODS A literature search was conducted in PubMed and EMBASE in November 2011 to identify studies reporting factors associated with adherence/non-adherence to insulin therapy in adults with Type 1 or Type 2 diabetes. RESULTS Seventeen studies were identified; six used self-reported measures and 11 used calculated measures of adherence. Most (13/17) were conducted exclusively in the USA. Four categories of factors associated with non-adherence were identified: predictive factors for non-adherence, patient-perceived barriers to adherence, type of delivery device and cost of medication. For predictive factors and patient-perceived barriers, only age, female sex and travelling were associated with non-adherence in more than one study. Fear of injections and embarrassment of injecting in public were also cited as reasons for non-adherence. Conversely, adherence was improved by initiating therapy with, or switching to, a pen device (in four studies), and by changing to an insurance scheme that lowered the financial burden on patients (in two studies). CONCLUSIONS Adherence to insulin therapy is generally poor. Few factors or patient-perceived barriers were consistently identified as predictive for non-adherence, although findings collectively suggest that a more flexible regimen may improve adherence. Switching to a pen device and reducing patient co-payments appear to improve adherence. Further real-world studies are warranted, especially in countries other than the USA, to identify factors associated with non-adherence and enable development of strategies to improve adherence to insulin therapy.
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Affiliation(s)
- M J Davies
- Department of Cardiovascular Sciences, University of Leicester, UK.
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33
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Henson J, Yates T, Biddle SJH, Edwardson CL, Khunti K, Wilmot EG, Gray LJ, Gorely T, Nimmo MA, Davies MJ. Associations of objectively measured sedentary behaviour and physical activity with markers of cardiometabolic health. Diabetologia 2013; 56:1012-20. [PMID: 23456209 DOI: 10.1007/s00125-013-2845-9] [Citation(s) in RCA: 205] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 01/11/2013] [Indexed: 01/20/2023]
Abstract
AIMS/HYPOTHESIS The study aimed to examine the associations between objectively measured sedentary time, breaks in sedentary time, moderate-to-vigorous physical activity (MVPA) and total physical activity with markers of cardiometabolic health in a population with known risk factors for type 2 diabetes mellitus. METHODS This study reports data from two ongoing diabetes prevention programmes. Participants with known risk factors were recruited from primary care practices located within the East Midlands, UK, over the period 2010-2011. ActiGraph GT3X accelerometers (15 s epochs) were used to assess sedentary time (<25 counts per 15 s), MVPA (≥ 488 counts per 15 s) and total physical activity (total counts). A break was considered as any interruption in sedentary time (≥ 25 counts per 15 s). Linear regression examined the independent association of sedentary time, breaks in sedentary time, MVPA and total physical activity with markers of cardiometabolic health. RESULTS The sample comprised 878 participants; 153 from Project STAND (Sedentary Time And Diabetes) (age 32.9 ± 5.6 years, 28.8% male) and 725 from Walking Away from Diabetes (age 63.7 ± 7.8 years, 64.8% male). Following adjustment for various covariates, including MVPA and BMI, there were detrimental linear associations of sedentary time with 2 h plasma glucose (standardised beta coefficient) (β = 0.220, p < 0.001), triacylglycerol (β = 0.206, p = 0.001) and HDL-cholesterol (β = -0.123, p = 0.029). Breaks in sedentary time, total physical activity and MVPA were significantly inversely associated with measures of adiposity, but not with any other cardiometabolic variables after adjustment for sedentary time and BMI. CONCLUSIONS/INTERPRETATION In adults at high risk of type 2 diabetes mellitus, time spent sedentary is strongly and adversely associated with cardiometabolic health and may be a more important indicator of poor health than MVPA.
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Affiliation(s)
- J Henson
- Department of Cardiovascular Sciences, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Leicester LE5 4PW, UK.
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Mostafa SA, Khunti K, Kilpatrick ES, Webb D, Srinivasan BT, Gray LJ, Davies MJ. Diagnostic performance of using one- or two-HbA1c cut-point strategies to detect undiagnosed type 2 diabetes and impaired glucose regulation within a multi-ethnic population. Diab Vasc Dis Res 2013; 10:84-92. [PMID: 22773521 DOI: 10.1177/1479164112451473] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION We compared test performance and cost per case for strategies detecting diabetes on the oral glucose tolerance test (OGTT) using either (a) glycated haemoglobin (HbA1c) ≥ 6.5% (48 mmol/mol) or (b) two HbA1c thresholds where the first cut-point 'rules out' and the second 'rules in' diabetes. HbA1c values in between the thresholds require confirmatory glucose testing for diagnosis. MATERIALS AND METHODS We conducted an analysis of adults aged 40-75 years from the Leicester Ethnic Atherosclerosis and Diabetes Risk (LEADER) cohort (Leicester, UK), from 2002 to 2008, who underwent oral glucose tolerance testing (OGTT) and HbA1c testing. RESULTS From 8696 individuals (mean age 57.3 years, 73% white Europeans (WE) and 27% South Asians (SA)), HbA1c ≥ 6.5% produced sensitivity of 62.1% for detecting diabetes in WE and 78.9% in SA. Using two selected thresholds, HbA1c ≤ 5.8% (rule-in, 40 mmol/mol) and HbA1c ≥ 6.8% (rule-out, 51 mmol/mol) produced high sensitivity/specificity (> 91.0%) for detecting diabetes, however, 28.8% of the cohort with HbA1c 5.9%-6.7% required a subsequent glucose test. The two cut-point threshold produced a lower cost per case of diabetes detected in WE, compared to HbA1c ≥ 6.5% of £38.53 (1.89 to 86.81) per case, but was more expensive in SA by £84.50 (69.72 to 100.92) per case. Using a risk score to determine HbA1c testing, the same costs per case became £63.33 (23.33 to 113.26) in WE and £69.21 (55.60 to 82.41) in SA. CONCLUSION Using a two-threshold strategy may have some benefits over a single cut-point; however, 28.8% of individuals required two blood tests.
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Affiliation(s)
- S A Mostafa
- Division of Diabetes and Endocrinology, Department of Cardiovascular Sciences, Level 0, Victoria Building, Leicester Royal Infirmary, Leicester, LE1 5WW, UK.
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Gray LJ, Hannan AJ, Zhang X. Metabotropic glutamate receptors as targets for novel antipsychotic treatments. Curr Pharm Biotechnol 2012; 13:1522-34. [PMID: 22283756 DOI: 10.2174/138920112800784817] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2010] [Revised: 11/23/2010] [Accepted: 12/06/2010] [Indexed: 11/22/2022]
Abstract
In recent years metabotropic glutamate receptors have emerged as key targets for the design of new antipsychotic medications for schizophrenia, in particular mGluR5 and mGluR2/3. These receptors exhibit diverse interactions with other neurotransmitter receptors and critical elements of intracellular signalling cascades known to be important to the pharmacotherapy of schizophrenia. In addition, mGluR5 and mGluR2/3 are intimately involved in behavioural domains related to the symptoms of this disorder. Both animal and clinical studies using novel drugs targeting these receptors have provided encouraging results. The number of patents registered for drugs targeting metabotropic glutamate receptors has grown dramatically, and positive allosteric modulators for both receptors show particular promise.
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Affiliation(s)
- L J Gray
- School of Medicine, Faculty of Health, Deakin University, Australia.
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Gray LJ, Khunti K, Edwardson C, Goldby S, Henson J, Morris DH, Sheppard D, Webb D, Williams S, Yates T, Davies MJ. Implementation of the automated Leicester Practice Risk Score in two diabetes prevention trials provides a high yield of people with abnormal glucose tolerance. Diabetologia 2012; 55:3238-44. [PMID: 23001376 DOI: 10.1007/s00125-012-2725-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2012] [Accepted: 08/28/2012] [Indexed: 10/27/2022]
Abstract
AIMS/HYPOTHESIS The Leicester Practice Risk Score (LPRS) is a tool for identifying those at high risk of either impaired glucose regulation (IGR), defined as impaired glucose tolerance and/or impaired fasting glucose, or type 2 diabetes from routine primary care data. The aim of this study was to determine the yield from the LPRS when applied in two diabetes prevention trials. METHODS Let's Prevent Diabetes (LPD) and Walking Away from Diabetes (WAD) studies used the LPRS to identify people at risk of IGR or type 2 diabetes from 54 general practices. The top 10% at risk within each practice were invited for screening using a 75 g OGTT. The response rate to the invitation and the prevalence of IGR and/or type 2 diabetes in each study were calculated. RESULTS Of those invited 19.2% (n = 3,449) in LPD and 22.1% (n = 833) in WAD attended. Of those screened for LPD 25.5% (95% CI 24.1, 27.0) had IGR and 4.5% (95% CI 3.8, 5.2) had type 2 diabetes, giving a prevalence of any abnormal glucose tolerance of 30.1% (95% CI 28.5, 31.6). Comparable rates were seen for the WAD study: IGR 26.5% (95% CI 23.5, 29.5), type 2 diabetes 3.0% (95% CI 1.8, 4.2) and IGR/type 2 diabetes 29.5% (95% CI 26.4, 32.6). CONCLUSIONS/INTERPRETATION Using the LPRS identifies a high yield of people with abnormal glucose tolerance, significantly higher than those seen in a population screening programme in the same locality. The LPRS is an inexpensive and simple way of targeting screening programmes at those with the highest risk.
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Affiliation(s)
- L J Gray
- Department of Health Sciences, University of Leicester, Leicester Diabetes Centre (Broadleaf), Leicester General Hospital, Gwendolen Road, Leicester, UK.
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Carter P, Gray LJ, Talbot D, Morris DH, Khunti K, Davies MJ. Fruit and vegetable intake and the association with glucose parameters: a cross-sectional analysis of the Let's Prevent Diabetes Study. Eur J Clin Nutr 2012; 67:12-7. [PMID: 23299789 DOI: 10.1038/ejcn.2012.174] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND Dietary recommendations for the prevention of type 2 diabetes mellitus include the message to consume 400 g fruit and vegetables per day. Measurement of habitual diet is inherently difficult, yet errors due to self-report can be eliminated by the use of nutritional biomarkers. The aim of this study was to determine plasma vitamin C concentrations as a biomarker for fruit and vegetable intake in individuals identified at high risk of diabetes. Fruit and vegetables may confer benefit via their antioxidant capacity, thus we also measured urinary F₂-isoprostanes as a marker for oxidative stress. SUBJECTS/METHODS Participants recruited from a high-risk population as part of a diabetes prevention trial provided fasting blood samples and a spot urine sample for the quantification of plasma vitamin C and F₂-isoprostanes, respectively. We compared glycaemic parameters by the increments of the standard deviation of plasma vitamin C using multiple regression models. RESULTS Mean plasma vitamin C of participants was 39.3 μmol/l (s.d. 21.8). In the unadjusted model, 1 s.d. plasma vitamin C was significantly and inversely associated with HbA1c, fasting and 2 h blood glucose (P ≤ 0.0001). Relationships remained significant after adjustment for demographic variables and confounding factors. No significant association was observed between plasma vitamin C and urinary F₂-isoprostanes. CONCLUSION The data adds to the evidence that small lifestyle changes may influence glucose regulation. The role that fruit and vegetables independently have should be investigated further.
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Affiliation(s)
- P Carter
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
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Wilmot EG, Edwardson CL, Achana FA, Davies MJ, Gorely T, Gray LJ, Khunti K, Yates T, Biddle SJH. Sedentary time in adults and the association with diabetes, cardiovascular disease and death: systematic review and meta-analysis. Diabetologia 2012; 55:2895-905. [PMID: 22890825 DOI: 10.1007/s00125-012-2677-z] [Citation(s) in RCA: 1099] [Impact Index Per Article: 91.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Accepted: 07/17/2012] [Indexed: 12/11/2022]
Abstract
AIMS/HYPOTHESIS Sedentary (sitting) behaviours are ubiquitous in modern society. We conducted a systematic review and meta-analysis to examine the association of sedentary time with diabetes, cardiovascular disease and cardiovascular and all-cause mortality. METHODS Medline, Embase and the Cochrane Library databases were searched for terms related to sedentary time and health outcomes. Cross-sectional and prospective studies were included. RR/HR and 95% CIs were extracted by two independent reviewers. Data were adjusted for baseline event rate and pooled using a random-effects model. Bayesian predictive effects and intervals were calculated to indicate the variance in outcomes that would be expected if new studies were conducted in the future. RESULTS Eighteen studies (16 prospective, two cross-sectional) were included, with 794,577 participants. Fifteen of these studies were moderate to high quality. The greatest sedentary time compared with the lowest was associated with a 112% increase in the RR of diabetes (RR 2.12; 95% credible interval [CrI] 1.61, 2.78), a 147% increase in the RR of cardiovascular events (RR 2.47; 95% CI 1.44, 4.24), a 90% increase in the risk of cardiovascular mortality (HR 1.90; 95% CrI 1.36, 2.66) and a 49% increase in the risk of all-cause mortality (HR 1.49; 95% CrI 1.14, 2.03). The predictive effects and intervals were only significant for diabetes. CONCLUSIONS/INTERPRETATION Sedentary time is associated with an increased risk of diabetes, cardiovascular disease and cardiovascular and all-cause mortality; the strength of the association is most consistent for diabetes.
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Affiliation(s)
- E G Wilmot
- Department of Cardiovascular Sciences, University of Leicester, Leicester Diabetes Centre, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK
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Dunkley AJ, Charles K, Gray LJ, Camosso-Stefinovic J, Davies MJ, Khunti K. Effectiveness of interventions for reducing diabetes and cardiovascular disease risk in people with metabolic syndrome: systematic review and mixed treatment comparison meta-analysis. Diabetes Obes Metab 2012; 14:616-25. [PMID: 22284386 DOI: 10.1111/j.1463-1326.2012.01571.x] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIMS To review the evidence on interventions for reversing metabolic syndrome or preventing development of type 2 diabetes and cardiovascular disease in people with metabolic syndrome. METHODS A systematic review and Bayesian mixed treatment comparison meta-analysis was conducted. Relevant electronic bibliographic databases were searched up to January 2010. Included studies were randomized controlled trials with a follow-up of ≥24 weeks and outcomes comparing incidence of diabetes and/or cardiovascular disease, or reversal of metabolic syndrome. RESULTS A total of 16 studies met the inclusion criteria. Thirteen studies with outcome data for reversal of metabolic syndrome, involving 3907 participants, were included in the meta-analysis. Insufficient trials reported cardiovascular events/mortality, or incidence of type 2 diabetes, to conduct a meta-analysis for these outcomes. Interventions, alone or in combination, included lifestyle (diet and/or exercise) and pharmacological therapy. Using random-effect models, both lifestyle (odds ratio, OR 3.81; 95% confidence interval, CI 2.47-5.88) and pharmacological interventions (OR 1.59; 95% CI 1.04-2.45) were statistically superior compared with control for reversing metabolic syndrome. Using mixed treatment comparison methods, the probability that lifestyle interventions were the most clinically effective was 87%. CONCLUSIONS Evidence suggests that both lifestyle and pharmacological interventions can reverse metabolic syndrome. However, there is a lack of data on whether these benefits are sustained and translate into longer term prevention of diabetes and/or cardiovascular disease.
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Affiliation(s)
- A J Dunkley
- Department of Health Sciences, University of Leicester, Leicester, UK
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Gray LJ, Cooper N, Dunkley A, Warren FC, Ara R, Abrams K, Davies MJ, Khunti K, Sutton A. A systematic review and mixed treatment comparison of pharmacological interventions for the treatment of obesity. Obes Rev 2012; 13:483-98. [PMID: 22288431 DOI: 10.1111/j.1467-789x.2011.00981.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The study aims to compare anti-obesity interventions in a single evidence synthesis framework. Electronic databases were searched for randomized controlled trials of orlistat, rimonabant or sibutramine reporting weight or body mass index (BMI) change from baseline at 3, 6 or 12 months. A mixed treatment comparison was used to combine direct and indirect trial evidence. Ninety-four studies involving 24,808 individuals were included; 83 trials included data on weight change and 41 on BMI change. All results are in comparison with placebo. The active drugs were all effective at reducing weight and BMI. At 3 months, orlistat reduced weight by -2.65 kg (95% credibility interval -4.00 kg, -1.31 kg). For sibutramine, 15 mg gave a greater reduction than 10 mg at 12 months, -6.35 kg versus -5.42 kg, respectively. Rimonabant reduced weight by -11.23 kg at 3 months and -4.55 kg at 12 months. Lifestyle advice alone also reduced weight at 6 and 12 months, but was less effective than the pharmacological interventions. In conclusion, modest weight reductions were seen for all pharmacological interventions. Those interventions which have now been withdrawn from use (sibutramine and rimonabant) seem to be the most effective, implying that there may be a place in clinical practice for similar drugs if side effects could be avoided.
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Affiliation(s)
- L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK.
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Webb DR, Khunti K, Gray LJ, Srinivasan BT, Farooqi A, Wareham N, Griffin SC, Davies MJ. Intensive multifactorial intervention improves modelled coronary heart disease risk in screen-detected Type 2 diabetes mellitus: a cluster randomized controlled trial. Diabet Med 2012; 29:531-40. [PMID: 21913966 DOI: 10.1111/j.1464-5491.2011.03441.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AIMS To compare the effects of intensive multifactorial cardiovascular risk intervention with standard care in screen-detected Type 2 diabetes. METHODS Twenty general practices randomly invited 30 950 adults without diagnosed diabetes for screening (World Health Organization, 1999). In a cluster randomized controlled trial, screen-detected cases were assigned by practice allocation to receive intensive protocol-driven cardiovascular risk management (n = 146) or standard care (n = 199) according to local guidelines. Intensive intervention was designed to achieve an HbA(1c) of 48 mmol/mol (6.5%), blood pressure < 130/80 mmHg and total cholesterol < 3.5 mmol/l. Primary outcome was modelled 5-year coronary heart disease risk (UKPDS-CHD). Analysis was via intention to treat. RESULTS After 1.1 years 339 (98%) individuals were still participating. There were significant reductions in HbA(1c) , blood pressure and total cholesterol from baseline in both groups [mean change for total study population -27.7 mmol/mol (-0.62%), -11.64/10.01 mmHg, -1.11 mmol/l]. After adjustment for baseline and clustering, significant inter-group differences were observed in mean changes from baseline for HbA(1c) {-28.5 mmol/mol [-0.7% (1.4)] vs. -27.5 mmol/mol [-0.6% (1.6)], P = 0.001}, blood pressure [systolic -16.2 (19.6) vs. -8.4 (18.6) mmHg, P < 0.001], total cholesterol [-1.3 (1.3) vs. -1.0 (1.2) mmol/l, P < 0.001] and weight [-3.8 (5.5) vs. -2.2 (5.5) kg, P = 0.01] in favour of intensive treatment. UKPDS 5-year coronary heart disease risk was reduced by 3.2% and 2.3%, respectively (P < 0.0001). Intensive intervention was associated with more lipid-lowering and anti-hypertensive but not hypoglycaemic medication use [odds ratios 2.5 (1.4-4.4), 5.5 (2.4-11.5), 1.6 (0.8-2.3); compared with standard care, P < 0.001, P = 0.003, P = 0.65]. Treatment satisfaction responses were superior with intensive intervention, with no increase in self-reported hypoglycaemia. CONCLUSION Intensive intervention in patients with diabetes identified through systematic non-risk-factor-based screening significantly reduces modelled coronary heart disease risk. This is achieved predominantly with lipid-lowering and anti-hypertensive treatments with no adverse effect on quality of life or hypoglycaemia.
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Affiliation(s)
- D R Webb
- Department of Cardiovascular Sciences, Leicester Royal Infirmary, University of Leicester, Leicester, UK.
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Gray LJ, Davies MJ, Hiles S, Taub NA, Webb DR, Srinivasan BT, Khunti K. Detection of impaired glucose regulation and/or type 2 diabetes mellitus, using primary care electronic data, in a multiethnic UK community setting. Diabetologia 2012; 55:959-66. [PMID: 22231125 DOI: 10.1007/s00125-011-2432-x] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Accepted: 12/07/2011] [Indexed: 10/14/2022]
Abstract
AIMS/HYPOTHESIS The aim of this study was to develop and validate a score for detecting the glycaemic categories of impaired glucose regulation (IGR) and type 2 diabetes using the WHO 2011 diagnostic criteria. METHODS We used data from 6,390 individuals aged 40-75 years from a multiethnic population based screening study. We developed a logistic regression model for predicting IGR and type 2 diabetes (diagnosed using OGTT or HbA(1c) ≥ 6.5% [48 mmol/mol]) from data which are routinely stored in primary care. We developed the score by summing the β coefficients. We externally validated the score using data from 3,225 participants aged 40-75 years screened as part of another study. RESULTS The score includes age, ethnicity, sex, family history of diabetes, antihypertensive therapy and BMI. Fifty per cent of a population would need to be invited for testing to detect type 2 diabetes mellitus on OGTT with 80% sensitivity; this is slightly raised to 54% that need to be invited if using HbA(1c). Inviting the top 10% for testing, 9% of these would have type 2 diabetes mellitus using an OGTT (positive predictive value [PPV] 8.9% [95% CI 5.8%,12.8%]), 26% would have IGR (PPV 25.9% [95% CI 20.9%, 31.4%]). Using HbA(1c) increases the PPV to 19% for type 2 diabetes mellitus (PPV 18.6% [95% CI 14.2%, 23.7%]) and 28% for an HbA(1c) between 6.0% and 6.4% (PPV 28.3% [95% CI 23.1%, 34.0%]). CONCLUSIONS The score can be used to reliably identify those with undiagnosed IGR and type 2 diabetes in multiethnic populations. This is the first score developed taking into account HbA(1c) in the diagnosis of type 2 diabetes.
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Affiliation(s)
- L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK.
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Crasto W, Jarvis J, Khunti K, Skinner TC, Gray LJ, Brela J, Troughton J, Daly H, Lawrence IG, McNally PG, Carey ME, Davies MJ. Multifactorial intervention in individuals with type 2 diabetes and microalbuminuria: the Microalbuminuria Education and Medication Optimisation (MEMO) study. Diabetes Res Clin Pract 2011; 93:328-36. [PMID: 21640424 DOI: 10.1016/j.diabres.2011.05.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Revised: 04/25/2011] [Accepted: 05/05/2011] [Indexed: 11/23/2022]
Abstract
AIMS To determine whether tighter cardiovascular risk factor control with structured education in individuals with type 2 diabetes (T2DM) and microalbuminuria benefits cardiovascular risk factors. METHODS Participants from a multiethnic population, recruited from primary care and specialist clinics were randomised to intensive intervention with structured patient (DESMOND model) education (n=94) or usual care by own health professional (n=95). PRIMARY OUTCOME change in HbA1c at 18months. SECONDARY OUTCOMES changes in blood pressure (BP), cholesterol, albuminuria, proportion reaching risk factor targets, modelled cardiovascular risk scores. RESULTS Mean (SD) age and diabetes duration of participants were 61.5 (10.5) and 11.5 (9.3) years, respectively. At 18months, intensive intervention showed significant improvements in HbA1c (7.1(1.0) vs. 7.8(1.4)%, p<0.0001), systolic BP (129(16) vs. 139(17) mmHg, p<0.0001), diastolic BP (70(11) vs. 76(12) mmHg, p<0.001), total cholesterol (3.7(0.8) vs. 4.1(0.9) mmol/l, p=0.001). Moderate and severe hypoglycaemia was 11.2 vs. 29.0%; p=0.001 and 0 vs. 6.3%; p=0.07, respectively. More intensive participants achieved ≥3 risk factor targets with greater reductions in cardiovascular risk scores. CONCLUSIONS Intensive intervention showed greater improvements in metabolic control and cardiovascular risk profile with lower rates of moderate and severe hypoglycaemia. Intensive glycaemic interventions should be underpinned by structured education promoting self-management in T2DM.
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Affiliation(s)
- W Crasto
- University Hospitals of Leicester, UK.
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Webb DR, Gray LJ, Khunti K, Srinivasan B, Taub N, Campbell S, Barnett J, Farooqi A, Echouffo-Tcheugui JB, Griffin SJ, Wareham NJ, Davies MJ. Screening for diabetes using an oral glucose tolerance test within a western multi-ethnic population identifies modifiable cardiovascular risk: the ADDITION-Leicester study. Diabetologia 2011; 54:2237-46. [PMID: 21638133 DOI: 10.1007/s00125-011-2189-2] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Accepted: 03/17/2011] [Indexed: 11/27/2022]
Abstract
AIMS/HYPOTHESIS The aim of this study was to determine the frequency of undiagnosed glucose abnormalities and the burden of cardiovascular disease (CVD) risk among south Asians and white Europeans attending a systematic screening programme for type 2 diabetes (ADDITION-Leicester) and to estimate the achievable risk reduction in individuals identified with glucose disorders. METHODS Random samples of individuals (n = 66,320) from 20 general practices were invited for a 75 g OGTT and CVD risk assessment. Ten-year CVD risk among screen-detected people with diabetes or impaired glucose regulation (IGR) (impaired fasting glycaemia and/or impaired glucose tolerance [IGT]) was computed using the Framingham-based ETHRISK engine and achievable risk reduction was predicted using relative reductions for treatments extracted from published trials. RESULTS A total of 6,041 participants (48% male, 22% south Asian) aged 40-75 years inclusive were included. Undiagnosed glucose disorders occurred more frequently in south Asians than white Europeans; age and sex adjusted odds ratios were 1.74 (95% CI 1.42-2.13) and 2.30 (95% CI 1.68-3.16) for IGT and diabetes respectively. Prevalence of any undetected glucose disorder was 17.5% in the whole cohort. Adjusted 10-year risk was similar in screen-detected people with IGR and diabetes (18.3% vs 21.6%), and was higher in south Asians across the glucose spectrum. Absolute CVD risk reductions of up to 13% in those with screen-detected type 2 diabetes and 6% in IGR are achievable using existing cardioprotective therapies. CONCLUSIONS/INTERPRETATION Population screening with an OGTT identifies a significant burden of modifiable CVD risk, especially within south Asian groups. Strategies enticing this population to consider screening programmes are urgently needed as significant risk reduction is possible once a glucose abnormality is identified. TRIAL REGISTRATION ClinicalTrials.gov NCT00318032. FUNDING The project is funded for support and treatment costs by NHS Department of Health Support for Science and project grants.
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Affiliation(s)
- D R Webb
- Vascular Research Group, Department of Cardiovascular Sciences, Victoria Building, Leicester Royal Infirmary, London Road, Leicester LE1 5WW, UK.
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Mitchell DM, Gray LJ, Charlton-Perez AJ. The structure and evolution of the stratospheric vortex in response to natural forcings. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd015788] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Aujla N, Davies MJ, Skinner TC, Gray LJ, Webb DR, Srinivasan B, Khunti K. The association between anxiety and measures of glycaemia in a population-based diabetes screening programme. Diabet Med 2011; 28:785-8. [PMID: 21672003 DOI: 10.1111/j.1464-5491.2011.03245.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIM To investigate associations between anxiety and measures of glycaemia in a White European and South Asian population attending community-based diabetes screening. METHODS In total, 4688 White European and 1353 South Asian participants (aged 40-75 years) without a previous diagnosis of Type 2 diabetes underwent an oral glucose tolerance test and HbA(1c) measurement, detailed history, anthropometric measurements and completed the short-form Spielberger State Trait Anxiety Inventory. RESULTS Anxiety was significantly higher in South Asian participants (mean 34.1; sd 0.37) compared with White European participants (mean 29.8; sd 0.13). Significant correlations were not identified between anxiety and fasting (r = -0.01, P = 0.75), 2-h glucose (r = -0.10, P = 0.24) or HbA(1c) (r = 0.01, P = 0.40). CONCLUSIONS Anxiety levels at screening were greater among South Asian people. Fasting, 2-h plasma glucose and HbA(1c) are not affected by anxiety during screening tests for diabetes. Current and proposed screening methods for diagnosis of diabetes are not affected by anxiety at screening.
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Affiliation(s)
- N Aujla
- Department of Health Sciences Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
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Garzon M, Gray LJ, Sethian JA. Simulation of the droplet-to-bubble transition in a two-fluid system. Phys Rev E Stat Nonlin Soft Matter Phys 2011; 83:046318. [PMID: 21599306 DOI: 10.1103/physreve.83.046318] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2009] [Revised: 03/02/2011] [Indexed: 05/30/2023]
Abstract
Recent experiments by Burton and Taborek have demonstrated a droplet-to-bubble transition in the pinchoff behavior of one inviscid fluid inside another. With D the relative densities ρ(E)/ρ(ℑ), they find transition from (D=0) droplet-to-bubble behavior at D≈4. Numerical simulations of this two-fluid system, up to and beyond the initial breakup of the inner fluid, have been carried out utilizing level set and boundary integral methods. A droplet-to-bubble transition is predicted: For D sufficiently large, the volume of the satellite droplet shrinks to zero and there is no overturning of the fluid at separation. The calculated self-similar scaling exponents and the pinchoff region shapes match the known behavior at the droplet and bubble extremes (D=0, D=100). For intermediate D values, the simulations presented here indicate that the transition range between droplet and bubble behavior depends upon initial drop geometry. When the neck separates two nonequal inner fluid masses the transition is mild and occurs in the range 4<D<10, whereas in the case of equal masses an abrupt transition occurs at D≈4 in perfect agreement with the above mentioned experiments.
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Affiliation(s)
- M Garzon
- Department of Applied Mathematics, University of Oviedo, Asturias, Spain.
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Webb DR, Gray LJ, Khunti K, Campbell S, Dallosso H, Davies MJ. Contrasting cardiovascular risk profiles and prescribed cardio-protective therapies in newly-diagnosed type 2 diabetes identified through screening and standard practice. Diabetes Res Clin Pract 2011; 91:280-5. [PMID: 21194777 DOI: 10.1016/j.diabres.2010.11.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Accepted: 11/16/2010] [Indexed: 10/18/2022]
Abstract
AIMS Screening for Type 2 diabetes mellitus (T2DM) may improve long-term outcomes by managing cardiovascular risk at an earlier stage of the disease. The cardiovascular risk profile of screen-detected (SD) T2DM is ill defined and has not been compared to conventional newly diagnosed (CD) cases. METHODS Baseline data from SD (n=337) and CD (n=824) cohorts were compared. SD adopted mixed approaches to screening, population based (n=214) and cardiovascular-risk factor targeted (n=123). CD reflected UK primary care practice with cases referred within four weeks of diagnosis. RESULTS People with SD T2DM were leaner, had a lower HbA1c(%) and lower triglyceride but were more hypertensive compared to people with CD T2DM. Fewer SD were on blood pressure lowering (46% vs. 60%, p<0.0001), statin (30% vs. 41%, p<0.0001) or anti-platelet (15% vs. 27%, p<0.0001) therapies. Modelled 10 year cardiovascular disease (CVD) risk was actually greater in the SD group compared to CD (CVD: 20.8 vs. 17.2, p=0.0001). CONCLUSION Individuals with SD T2DM are at high risk of CVD as a result of untreated hyperglycaemia, hypertension and dyslipidaemia. Those prescribed antihypertensive or lipid-lowering therapies frequently still had inadequate control. Identifying vascular risk by screening for latent glucose disease provides therapeutic opportunities for earlier intervention.
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Affiliation(s)
- D R Webb
- Department of Cardiovascular Sciences, University of Leicester, UK.
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Cnossen I, Lu H, Bell CJ, Gray LJ, Joshi MM. Solar signal propagation: The role of gravity waves and stratospheric sudden warmings. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2010jd014535] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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