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Hwee J, Fu Q, Harper L, Nirantharakumar K, Goel R, Jakes R. POS0320 EPIDEMIOLOGY AND HEALTHCARE RESOURCE UTILIZATION OF PATIENTS WITH EGPA IN THE UNITED KINGDOM. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.2077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundEosinophilic granulomatosis with polyangiitis (EGPA) is characterized by eosinophilic inflammation of small with or without medium arteries. EGPA is a rare disease with varying prevalence and incidence rates globally. To date, limited information is available on the prevalence, incidence and burden of disease in the United Kingdom (UK).ObjectivesThe objectives were to estimate the prevalence and incidence of EGPA, and to describe the healthcare resource utilization (HCRU) among patients with EGPA in the UK.MethodsThis retrospective database study used the UK-based Clinical Practice Research Datalink (CPRD)-AURUM database linked to the Hospital Episode Statistics (HES). Prevalence was estimated from 2005 to 2019, and incidence was estimated from 2006 to 2019. HCRU was assessed in the 12-months following the first recorded diagnosis of EGPA (index date), and included hospitalizations, emergency room visits, procedures, outpatient specialist visits, primary care visits, and oral corticosteroid use.Results764 people were identified with EGPA in the UK. The prevalence of EGPA, reported in the database, increased from 22.7 to 45.6 per 1,000,000 persons from 2005 to 2019 (Figure 1), whereas the incidence of EGPA from 2006 to 2019 ranged from 2.28 to 4.00 per 1,000,000 person-years. 377 patients with EGPA were successfully linked to the CPRD-HES database. Patient characteristics were as follows: mean age (SD) was 57 years (14.2); 49% were male; 81% had asthma; and 11% had peripheral neuropathy prior to the index date. For patients with EGPA, 19% had an EGPA-related hospitalization and 50% had any-cause hospitalization within 1 year of the index date (Table 1). The mean length of stay was, 18 days and 16 days for EGPA-related and any-cause hospitalizations, respectively. 52% of patients with EGPA had undergone a medical procedure, 89% of patients with EGPA had an outpatient visit to a specialist. Almost all patients with EGPA visited a general practitioner within 1 year of their EGPA diagnosis (97%) and averaged 16.0 visits in 1 year. A significant proportion of the EGPA population were prescribed OCS; most EGPA patients had a prescription in the 0–3 months after the index date (64%), and patients on average had a prescription for OCS for 6 out of the 12 months after the index date.Table 1.HCRU among patients with EGPAHCRUNumber of patients N (%) [total days]Number of events per patient, Mean (SD)Total EGPA cohort (N)377 EGPA-specific hospitalizations72 (19.10)1.2 (1) EGPA-specific hospitalizations length of stay[1283]17.8 (23.3) Any-cause hospitalizations188 (49.87)1.7 (1) Any-cause hospitalizations length of stay[2992]15.9 (23.7) Any-cause A & E events19 (5.04)1.8 (2) Any-cause outpatient visits334 (88.59)9.8 (7) Any procedures undertaken196 (51.99)6.8 (6) General Practitioner visits366 (97.08)16.0 (11)A&E, Accident and Emergency; EGPA, eosinophilic granulomatosis with polyangiitis; HCRU, healthcare resource utilization.Figure 1.Prevalence of EGPA in the UK from 2005 to 2019Prevalence is expressed as cases per 1,000,000 persons. EGPA, eosinophilic granulomatosis with polyangiitis; UK, United Kingdom.ConclusionThe prevalence of EGPA increased over the study period in the UK, and the data show significant HCRU within 1 year of the first recorded diagnosis of EGPA. Almost all of the patients with EGPA were found to frequently visit the primary care physician and seek specialist care, and almost half required hospitalization. Funding: GSK [207888]AcknowledgementsFunding: GSK [207888]Disclosure of InterestsJeremiah Hwee Shareholder of: GSK, Employee of: GSK, Qinggong Fu Shareholder of: GSK, Employee of: GSK, Lorraine Harper Speakers bureau: Viopharm (2021), Roche (2017), Consultant of: GSK (2021), Viopharm (2021), Grant/research support from: Viopharm (researcher initiated project), MSD (researcher initiated project), Krishnarajah Nirantharakumar Consultant of: Boehringer Ingelheim (Consultancy on real world evidence), Grant/research support from: AstraZeneca, Vifor and Boehringer Ingelheim (Investigator led grants), Ruchika Goel: None declared, Rupert Jakes Shareholder of: GSK, Employee of: GSK
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Okoth K, Wang J, Zemedikun D, Thomas GN, Nirantharakumar K, Adderley NJ. Risk of cardiovascular outcomes among women with endometriosis in the United Kingdom: a retrospective matched cohort study. BJOG 2021; 128:1598-1609. [PMID: 33683770 DOI: 10.1111/1471-0528.16692] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2021] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To describe the prevalence and incidence of endometriosis and to estimate the risk of cardiovascular outcomes in women with endometriosis. DESIGN Population-based cohort study using The Health Improvement Network database. SETTING UK primary care. POPULATION Women aged 16-50 years were followed from 1995 to 2018. METHODS Adjusted hazard ratios (aHR) for cardiovascular outcomes comparing women with endometriosis with those without endometriosis were estimated using multivariable Cox regression models. Prevalence and incidence of endometriosis were estimated using annual (1998-2017) sequential cross-sectional and cohort studies, respectively. MAIN OUTCOME MEASURE The primary outcome was composite cardiovascular disease (CVD) including, ischaemic heart disease (IHD), heart failure (HF) and cerebrovascular disease. Secondary outcomes were arrhythmia, hypertension and all-cause mortality. RESULTS In all, 56 090 women with endometriosis and 223 669 matched controls without endometriosis were included in the analysis of cardiovascular risk. Compared with women without endometriosis, the aHR for cardiovascular outcomes among women with endometriosis were: composite CVD 1.24 (95% CI 1.13-1.37); IHD 1.40 (95% CI 1.22-1.61); cerebrovascular disease 1.19 (95% CI 1.04-1.36); HF 0.76 (95% CI 0.54-1.07); arrhythmia 1.26 (95% CI 1.11-1.43); hypertension 1.12 (95% CI 1.07-1.17) and all-cause mortality 0.66 (95% CI 0.59-0.74). The incidence of endometriosis was 12.3 per 10 000 person-years in 1998 and 11.5 per 10 000 person-years in 2017. The prevalence of endometriosis increased from 119.7 per 10 000 population in 1998 to 201.3 per 10 000 population in 2017. CONCLUSION Endometriosis is associated with an increased risk of cardiovascular outcomes. Young women with endometriosis are a potential target for CVD risk assessment and prevention. TWEETABLE ABSTRACT Endometriosis is associated with increased risk of cardiovascular outcomes: a UK retrospective matched cohort study.
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Affiliation(s)
- K Okoth
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - J Wang
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - D Zemedikun
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - G N Thomas
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.,Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.,Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | - N J Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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Vusirikala A, Thomas T, Bhala N, Tahrani AA, Thomas GN, Nirantharakumar K. Impact of obesity and metabolic health status in the development of non-alcoholic fatty liver disease (NAFLD): A United Kingdom population-based cohort study using the health improvement network (THIN). BMC Endocr Disord 2020; 20:96. [PMID: 32605642 PMCID: PMC7325099 DOI: 10.1186/s12902-020-00582-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND With the obesity epidemic reaching crisis levels, there has been attention around those who may be resilient to the effects of obesity, termed metabolically healthy obesity (MHO), who initially present without associated metabolic abnormalities. Few longitudinal studies have explored the relationship between MHO and non-alcoholic fatty liver disease (NAFLD), which we address using over 4 million primary care patient records. METHODS A retrospective population-based longitudinal cohort was conducted using The Health Improvement Network (THIN) database incorporating adults with no history of NAFLD or alcohol excess at baseline. Individuals were classified according to BMI category and metabolic abnormalities (diabetes, hypertension and dyslipidaemia). Diagnosis of NAFLD during follow-up was the primary outcome measure. NAFLD was identified by Read codes. RESULTS During a median follow-up period of 4.7 years, 12,867 (0.3%) incident cases of NAFLD were recorded in the cohort of 4,121,049 individuals. Compared to individuals with normal weight and no metabolic abnormalities, equivalent individuals who were overweight, or obese were at significantly greater risk of incident NAFLD (Adjusted HR 3.32 (95%CI 2.98-3.49), and 6.92 (6.40-7.48, respectively). Metabolic risk factors further increased risk, including in those with normal weight and 1 (2.27, 1.97-2.61) or = < 2 (2.39, 1.99-2.87) metabolic abnormalities. CONCLUSIONS MHO individuals are at greater risk of developing NAFLD compared to those with normal weight. This finding supports that the MHO phenotype is a temporary state, and weight must be considered a risk factor even before other risk factors develop. Being normal weight with metabolic abnormalities was also associated with risk of NAFLD.
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Affiliation(s)
- A Vusirikala
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - T Thomas
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
- Translational Gastroenterology Unit, University of Oxford, Oxford, UK
- Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - N Bhala
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
- Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - A A Tahrani
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
- Department of Diabetes and Endocrinology, University Hospitals Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham, UK
| | - G N Thomas
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.
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Adderley N, Singh P, Tahrani AA, Nirantharakumar K. Author response to: Comment on: Impact of bariatric surgery on cardiovascular outcomes and mortality: a population-based cohort study. Br J Surg 2020; 107:e220. [PMID: 32352158 DOI: 10.1002/bjs.11580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 02/10/2020] [Indexed: 11/06/2022]
Affiliation(s)
- N Adderley
- Institute of Applied Health Research, Birmingham, UK
| | - P Singh
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.,Department of Endocrinology and Diabetes, Birmingham, UK
| | - A A Tahrani
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.,Department of Endocrinology and Diabetes, Birmingham, UK.,Department of Surgery, University Hospitals Birmingham NHS Foundation Trust
| | - K Nirantharakumar
- Institute of Applied Health Research, Birmingham, UK.,Department of Endocrinology and Diabetes, Birmingham, UK.,Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK.,Health Data Research UK, London, UK
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Akiboye F, Adderley NJ, Martin J, Gokhale K, Rudge GM, Marshall TP, Rajendran R, Nirantharakumar K, Rayman G. Impact of the Diabetes Inpatient Care and Education (DICE) project on length of stay and mortality. Diabet Med 2020; 37:277-285. [PMID: 31265148 DOI: 10.1111/dme.14062] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [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: 07/01/2019] [Indexed: 01/09/2023]
Abstract
AIM To determine whether the Diabetes Inpatient Care and Education (DICE) programme, a whole-systems approach to managing inpatient diabetes, reduces length of stay, in-hospital mortality and readmissions. RESEARCH DESIGN AND METHODS Diabetes Inpatient Care and Education initiatives included identification of all diabetes admissions, a novel DICE care-pathway, an online system for prioritizing referrals, use of web-linked glucose meters, an enhanced diabetes team, and novel diabetes training for doctors. Patient administration system data were extracted for people admitted to Ipswich Hospital from January 2008 to June 2016. Logistic regression was used to compare binary outcomes (mortality, 30-day readmissions) 6 months before and after the intervention; generalized estimating equations were used to compare lengths of stay. Interrupted time series analysis was performed over the full 7.5-year period to account for secular trends. RESULTS Before-and-after analysis revealed a significant reduction in lengths of stay for people with and without diabetes: relative ratios 0.89 (95% CI 0.83, 0.97) and 0.93 (95% CI 0.90, 0.96), respectively; however, in interrupted time series analysis the change in long-term trend for length of stay following the intervention was significant only for people with diabetes (P=0.017 vs P=0.48). Odds ratios for mortality were 0.63 (0.48, 0.82) and 0.81 (0.70, 0.93) in people with and without diabetes, respectively; however, the change in trend was not significant in people with diabetes, while there was an apparent increase in those without diabetes. There was no significant change in 30-day readmissions, but interrupted time series analysis showed a rising trend in both groups. CONCLUSION The DICE programme was associated with a shorter length of stay in inpatients with diabetes beyond that observed in people without diabetes.
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Affiliation(s)
- F Akiboye
- Diabetes Research Unit, Ipswich Hospital NHS Trust, Ipswich, UK
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - N J Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - J Martin
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K Gokhale
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - G M Rudge
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - T P Marshall
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - R Rajendran
- Diabetes Research Unit, Ipswich Hospital NHS Trust, Ipswich, UK
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - G Rayman
- Diabetes Research Unit, Ipswich Hospital NHS Trust, Ipswich, UK
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Singh P, Subramanian A, Adderley N, Gokhale K, Singhal R, Bellary S, Nirantharakumar K, Tahrani AA. Impact of bariatric surgery on cardiovascular outcomes and mortality: a population-based cohort study. Br J Surg 2020; 107:432-442. [DOI: 10.1002/bjs.11433] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 09/04/2019] [Accepted: 10/28/2019] [Indexed: 12/29/2022]
Abstract
Abstract
Background
Cohort studies have shown that bariatric surgery may reduce the incidence of and mortality from cardiovascular disease (CVD), but studies using real-world data are limited. This study examined the impact of bariatric surgery on incident CVD, hypertension and atrial fibrillation, and all-cause mortality.
Methods
A retrospective, matched, controlled cohort study of The Health Improvement Network primary care database (from 1 January 1990 to 31 January 2018) was performed (approximately 6 per cent of the UK population). Adults with a BMI of 30 kg/m2 or above who did not have gastric cancer were included as the exposed group. Each exposed patient, who had undergone bariatric surgery, was matched for age, sex, BMI and presence of type 2 diabetes mellitus (T2DM) with two controls who had not had bariatric surgery.
Results
A total of 5170 exposed and 9995 control participants were included; their mean(s.d.) age was 45·3(10·5) years and 21·5 per cent (3265 of 15 165 participants) had T2DM. Median follow-up was 3·9 (i.q.r. 1·8– 6·4) years. Mean(s.d.) percentage weight loss was 20·0(13·2) and 0·8(9·5) per cent in exposed and control groups respectively. Overall, bariatric surgery was not associated with a significantly lower CVD risk (adjusted hazard ratio (HR) 0·80; 95 per cent c.i. 0·62 to 1·02; P = 0·074). Only in the gastric bypass group was a significant impact on CVD observed (HR 0·53, 0·34 to 0·81; P = 0·003). Bariatric surgery was associated with significant reduction in all-cause mortality (adjusted HR 0·70, 0·55 to 0·89; P = 0·004), hypertension (adjusted HR 0·41, 0·34 to 0·50; P < 0·001) and heart failure (adjusted HR 0·57, 0·34 to 0·96; P = 0·033). Outcomes were similar in patients with and those without T2DM (exposed versus controls), except for incident atrial fibrillation, which was reduced in the T2DM group.
Conclusion
Bariatric surgery is associated with a reduced risk of hypertension, heart failure and mortality, compared with routine care. Gastric bypass was associated with reduced risk of CVD compared to routine care.
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Affiliation(s)
- P Singh
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - A Subramanian
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - N Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K Gokhale
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - R Singhal
- Department of Surgery, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - S Bellary
- School of Life and Health Sciences, Aston University, Birmingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
- Health Data Research UK, London, UK
| | - A A Tahrani
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Department of Surgery, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
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Thayakaran R, Perrins M, Gokhale KM, Kumaran S, Narendran P, Price MJ, Nirantharakumar K, Toulis KA. Impact of glycaemic control on fracture risk in 5368 people with newly diagnosed Type 1 diabetes: a time-dependent analysis. Diabet Med 2019; 36:1013-1019. [PMID: 30848519 DOI: 10.1111/dme.13945] [Citation(s) in RCA: 7] [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] [Accepted: 03/05/2019] [Indexed: 12/30/2022]
Abstract
AIMS To assess whether glycaemic control is associated with a lifelong increased risk of fracture in people with newly diagnosed Type 1 diabetes. METHODS People with newly diagnosed Type 1 diabetes between 1 January 1995 and 10 May 2016 were identified in The Health Improvement Network database. Longitudinal HbA1c measurements from diagnosis to fracture or study end or loss to follow-up were collected. A Cox proportional hazards model with HbA1c included as a time-dependent variable was fitted to these data. RESULTS Some 5368 people with newly diagnosed Type 1 diabetes were included. The estimated adjusted hazard ratio (aHR) for HbA1c was statistically significant [aHR 1.007; 95% confidence interval (CI) 1.002-1.011 (mmol/mol) and aHR 1.07; 95% CI 1.03-1.12 (%)]. An incremental higher risk of fracture was observed with increasing levels of HbA1c . CONCLUSIONS In people with newly diagnosed Type 1 diabetes, higher HbA1c is associated with an increased risk for fractures.
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Affiliation(s)
- R Thayakaran
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - M Perrins
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K M Gokhale
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - S Kumaran
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - P Narendran
- Department of Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Institute of Immunology and Immunotherapy, Birmingham, UK
| | - M J Price
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Department of Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, University of Birmingham, Birmingham, UK
- Health Data Research UK Midlands, Birmingham, UK
| | - K A Toulis
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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Wang J, Moore D, Subramanian A, Cheng KK, Toulis KA, Qiu X, Saravanan P, Price MJ, Nirantharakumar K. Gestational dyslipidaemia and adverse birthweight outcomes: a systematic review and meta-analysis. Obes Rev 2018; 19:1256-1268. [PMID: 29786159 DOI: 10.1111/obr.12693] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [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: 11/30/2017] [Revised: 01/30/2018] [Accepted: 02/26/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Low and high birthweight is known to increase the risk of acute and longer-term adverse outcomes, such as stillbirth, infant mortality, obesity, type 2 diabetes and cardiovascular diseases. Gestational dyslipidaemia is associated with a numbers of adverse birth outcomes, but evidence regarding birthweight is still inconsistent to reliably inform clinical practice and treatment recommendations. OBJECTIVE The aim of this study was to explore the relationship between maternal gestational dyslipidaemia and neonatal health outcomes, namely, birthweight, metabolic factors and inflammatory parameters. METHODS We searched systematically Embase, MEDLINE, PubMed, CINAHL Plus and Cochrane Library up to 1 August 2016 (with an updated search in MEDLINE at the end of July 2017) for longitudinal studies that assessed the association of maternal lipid levels during pregnancy with neonatal birthweight, or metabolic and inflammatory parameters up to 3 years old. RESULTS Data from 46 publications including 31,402 pregnancies suggest that maternal high triglycerides and low high-density-lipoprotein cholesterol levels throughout pregnancy are associated with increased birthweight, higher risk of large for gestational age and macrosomia and lower risk of small-for-gestational age. The findings were consistent across the studied populations, but stronger associations were observed in women who were overweight or obese prior to pregnancy. CONCLUSIONS This meta-analysis suggested that the potential under-recognized adverse effects of intrauterine exposure to maternal dyslipidaemia may warrant further investigation into the relationship between maternal dyslipidaemia and birthweight in large prospective cohorts or in randomized trials.
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Affiliation(s)
- J Wang
- Division of Birth Cohort Study, Guangzhou Women and Children's Medical Centre, Guangzhou Medical University, Guangzhou, China.,Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - D Moore
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - A Subramanian
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K K Cheng
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K A Toulis
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - X Qiu
- Division of Birth Cohort Study, Guangzhou Women and Children's Medical Centre, Guangzhou Medical University, Guangzhou, China
| | - P Saravanan
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - M J Price
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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Adderley NJ, Mallett S, Marshall T, Ghosh S, Rayman G, Bellary S, Coleman J, Akiboye F, Toulis KA, Nirantharakumar K. Temporal and external validation of a prediction model for adverse outcomes among inpatients with diabetes. Diabet Med 2018; 35:798-806. [PMID: 29485723 DOI: 10.1111/dme.13612] [Citation(s) in RCA: 1] [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] [Accepted: 02/22/2018] [Indexed: 02/06/2023]
Abstract
AIM To temporally and externally validate our previously developed prediction model, which used data from University Hospitals Birmingham to identify inpatients with diabetes at high risk of adverse outcome (mortality or excessive length of stay), in order to demonstrate its applicability to other hospital populations within the UK. METHODS Temporal validation was performed using data from University Hospitals Birmingham and external validation was performed using data from both the Heart of England NHS Foundation Trust and Ipswich Hospital. All adult inpatients with diabetes were included. Variables included in the model were age, gender, ethnicity, admission type, intensive therapy unit admission, insulin therapy, albumin, sodium, potassium, haemoglobin, C-reactive protein, estimated GFR and neutrophil count. Adverse outcome was defined as excessive length of stay or death. RESULTS Model discrimination in the temporal and external validation datasets was good. In temporal validation using data from University Hospitals Birmingham, the area under the curve was 0.797 (95% CI 0.785-0.810), sensitivity was 70% (95% CI 67-72) and specificity was 75% (95% CI 74-76). In external validation using data from Heart of England NHS Foundation Trust, the area under the curve was 0.758 (95% CI 0.747-0.768), sensitivity was 73% (95% CI 71-74) and specificity was 66% (95% CI 65-67). In external validation using data from Ipswich, the area under the curve was 0.736 (95% CI 0.711-0.761), sensitivity was 63% (95% CI 59-68) and specificity was 69% (95% CI 67-72). These results were similar to those for the internally validated model derived from University Hospitals Birmingham. CONCLUSIONS The prediction model to identify patients with diabetes at high risk of developing an adverse event while in hospital performed well in temporal and external validation. The externally validated prediction model is a novel tool that can be used to improve care pathways for inpatients with diabetes. Further research to assess clinical utility is needed.
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Affiliation(s)
- N J Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - S Mallett
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - T Marshall
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - S Ghosh
- Diabetes Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham
| | - G Rayman
- Ipswich Hospital NHS Trust, Ipswich
| | - S Bellary
- Heart of England Foundation Trust, Birmingham, UK
| | - J Coleman
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | | | - K A Toulis
- Institute of Applied Health Research, University of Birmingham, Birmingham
- 424 General Military Hospital, Thessaloniki, Greece
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham
- Diabetes Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham
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Chandan JS, Thomas T, Lee S, Marshall T, Willis B, Nirantharakumar K, Gill P. The association between idiopathic thrombocytopenic purpura and cardiovascular disease: a retrospective cohort study. J Thromb Haemost 2018; 16:474-480. [PMID: 29297977 DOI: 10.1111/jth.13940] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Indexed: 01/01/2023]
Abstract
Essentials We estimated the cardiovascular risk of patients with idiopathic thrombocytopenic purpura (ITP). The risk of cardiovascular disease was 38% higher in ITP patients compared with controls. Among the ITP patients, splenectomy was associated with higher cardiovascular disease. Clinicians should consider cardiovascular risk when managing ITP patients. SUMMARY Background Idiopathic thrombocytopenic purpura (ITP) is classically characterized by a transient or persistent decrease of platelet count. Mortality is higher in the ITP population than the general population, with a possible association with increased cardiovascular disease (CVD). Objectives The objective was to assess the strength of the association between ITP and CVD, with a secondary aim to assess the impact of splenectomy on CVD. Methods A population-based retrospective, open cohort study using clinical codes was performed using data from 6591 patients with ITP and 24 275 randomly matched controls (up to 1:4 ratio matched by age, sex, body mass index and smoking status). The main outcome was the risk of CVD, which included ischemic heart disease, stroke, trans-ischemic attack and heart failure. Adjusted incidence rate ratios were calculated using Poisson regression. Results During a median 6-year observation period there was a CVD diagnosis recorded in 392 (5.9%) ITP patients and 1114 (4.5%) control patients. There was an increased risk of developing CVD in the ITP cohort (incidence rate ratio [IRR], 1.38; 95% confidence interval [CI], 1.23-1.55), which remained robust even after a sensitivity analysis only including incident cases of ITP. Findings suggested that patients who had undergone splenectomy were at even further increased risk of developing CVD when compared with the ITP population who had not undergone splenectomy (adjusted IRR, 1.69; 95% CI, 1.22-2.34). Conclusion There is an increased risk of developing CVD in patients with ITP and even further increased risk for those patients with ITP who underwent splenectomy.
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Affiliation(s)
| | - T Thomas
- Queen Elizabeth Hospital, Birmingham, UK
| | - S Lee
- New Cross Hospital, Heath Town, Wolverhampton, UK
| | - T Marshall
- Primary Care Clinical Sciences, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - B Willis
- Primary Care Clinical Sciences, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - K Nirantharakumar
- Public Health, Epidemiology and Biostatistics, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - P Gill
- WMS - Social Science and Systems in Health, University of Warwick, Coventry, UK
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Stuart K, Adderley NJ, Marshall T, Rayman G, Sitch A, Manley S, Ghosh S, Toulis KA, Nirantharakumar K. Predicting inpatient hypoglycaemia in hospitalized patients with diabetes: a retrospective analysis of 9584 admissions with diabetes. Diabet Med 2017. [PMID: 28632918 DOI: 10.1111/dme.13409] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [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: 01/14/2023]
Abstract
AIMS To explore whether a quantitative approach to identifying hospitalized patients with diabetes at risk of hypoglycaemia would be feasible through incorporation of routine biochemical, haematological and prescription data. METHODS A retrospective cross-sectional analysis of all diabetic admissions (n=9584) from 1 January 2014 to 31 December 2014 was performed. Hypoglycaemia was defined as a blood glucose level of <4 mmol/l. The prediction model was constructed using multivariable logistic regression, populated by clinically important variables and routine laboratory data. RESULTS Using a prespecified variable selection strategy, it was shown that the occurrence of inpatient hypoglycaemia could be predicted by a combined model taking into account background medication (type of insulin, use of sulfonylureas), ethnicity (black and Asian), age (≥75 years), type of admission (emergency) and laboratory measurements (estimated GFR, C-reactive protein, sodium and albumin). Receiver-operating curve analysis showed that the area under the curve was 0.733 (95% CI 0.719 to 0.747). The threshold chosen to maximize both sensitivity and specificity was 0.15. The area under the curve obtained from internal validation did not differ from the primary model [0.731 (95% CI 0.717 to 0.746)]. CONCLUSIONS The inclusion of routine biochemical data, available at the time of admission, can add prognostic value to demographic and medication history. The predictive performance of the constructed model indicates potential clinical utility for the identification of patients at risk of hypoglycaemia during their inpatient stay.
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Affiliation(s)
- K Stuart
- Institute of Applied Health Research, University of Birmingham, Birmingham
- West Hertfordshire NHS Trust, Hertfordshire
| | - N J Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - T Marshall
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - G Rayman
- Ipswich Hospital NHS Trust, Ipswich
| | - A Sitch
- Institute of Applied Health Research, University of Birmingham, Birmingham
| | - S Manley
- Diabetes Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - S Ghosh
- Diabetes Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - K A Toulis
- Institute of Applied Health Research, University of Birmingham, Birmingham
- 424 General Military Hospital, Thessaloniki, Greece
| | - K Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham
- Diabetes Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
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12
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Toulis KA, Hemming K, Stergianos S, Nirantharakumar K, Bilezikian JP. β-Adrenergic receptor antagonists and fracture risk: a meta-analysis of selectivity, gender, and site-specific effects. Osteoporos Int 2014; 25:121-9. [PMID: 24114396 DOI: 10.1007/s00198-013-2498-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [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] [Received: 04/24/2013] [Accepted: 08/12/2013] [Indexed: 10/26/2022]
Abstract
UNLABELLED By meta-analysis, the risk of fracture was 15% lower in patients treated with β-adrenergic blockers compared to controls independent of gender, fracture site, and dose. This might be attributable to β1-selective blockers. INTRODUCTION The aim of this study is to determine by meta-analysis whether β-adrenergic blockers (BBs) reduce fracture risk and whether the effect, if demonstrable, is dependent upon selectivity, dose, gender, or fracture site. METHODS A literature search was performed in electronic databases MEDLINE, EMBASE, and reference sections of relevant articles to identify eligible studies. Adjusted estimates of fracture risk effect size (ES) were pooled across studies using fixed or random-effects (RE) meta-analysis as appropriate. Dose-related effects were evaluated using meta-regression. To explore the relative efficacy of β1-selective blockers in comparison to nonselective BBs, adjusted indirect comparison was performed. RESULTS A total of 16 studies (7 cohort and 9 case-control studies), involving 1,644,570 subjects, were identified. The risk of any fracture was found to be significantly reduced in subjects receiving BBs as compared to control subjects (16 studies, RE pooled ES = 0.86, 95% CI 0.78-0.93; I(2) = 87 %). In a sensitivity analysis limited to those studies deemed to be most robust, the BB effect to reduce fracture risk was sustained (four studies, pooled ES = 0.79, 95% CI 0.67-0.94; I(2) = 96%). The risk of a hip fracture was lower in both women and men receiving BBs (women: pooled ES = 0.86, 95% CI 0.80-0.91; I(2) = 1% and men: pooled ES = 0.80, 95% CI 0.71-0.90; I(2) = 0%). Similar risk reductions were found for clinical vertebral and forearm fractures, although statistical significance was not reached. The reduction in risk did not appear to be dose-related (test for a linear trend p value 0.150). Using adjusted indirect comparisons, it was estimated that β1-selective agents were significantly more effective than nonselective BBs in reducing the risk of any fracture (six studies, β1-selective blockers vs. nonselective BBs: RE pooled ES = 0.82, 95% CI = 0.69-0.97). CONCLUSIONS The findings suggest that the risk of fracture is approximately 15% lower in patients treated with BBs compared to controls independent of gender, fracture site, and dose. This risk reduction might be associated with the effects of β1-selective blockers.
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Affiliation(s)
- K A Toulis
- Department of Endocrinology, 424 General Military Hospital, Ring Road, Efkarpia, P.O. Box 55535, Thessaloniki, Greece,
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13
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Nirantharakumar K, Toulis KA, Wijesinghe H, Mastan MS, Srikantharajah M, Bhatta S, Marshall T, Coleman JJ. Impact of diabetes on inpatient mortality and length of stay for elderly patients presenting with fracture of the proximal femur. J Diabetes Complications 2013; 27:208-10. [PMID: 23312217 DOI: 10.1016/j.jdiacomp.2012.11.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [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: 09/26/2012] [Revised: 11/02/2012] [Accepted: 11/28/2012] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Osteoporosis-related fractures of the proximal femur cause significant morbidity and result in an economic burden on societies. It remains debatable whether diabetic patients with proximal fracture of the femur demonstrate poorer outcomes in terms of hospital stay and mortality compared to non-diabetic controls. METHODS All patients over 65years old admitted to the University Hospital Birmingham during 2007-2010 with a diagnosis of a fracture of the proximal femur (total 1468 including 197 patients with diabetes) were analysed. Eligibility and case definitions were ascertained using electronic records. Multivariate analyses were conducted to control for the confounding effect of covariates, which may be associated with the outcomes of interest on the basis of biological plausibility and known risks. RESULTS In-patient mortality was estimated at 14.2% and 12% for the diabetic and non-diabetic patients respectively. Diabetes was not found to be a significant predictor of in-patient mortality, before and after adjustment for the covariates [Adjusted odds ratio 1.01 (95% CI 0.62-1.65)], in contrast to advancing age, male gender, co-morbidity score, low albumin and high creatinine concentrations. Similarly, median length of stay was greater in the diabetes patients, yet only by a day (20 versus 19 days). This was not statistically significant in either the unadjusted (p=0.17) or in the multivariate analysis (p=0.06). CONCLUSIONS Diabetic patients admitted with fracture of the proximal femur did not demonstrate significantly poorer outcomes in terms of in-patient mortality and length of stay compared to non-diabetic patients.
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Affiliation(s)
- K Nirantharakumar
- Public Health, Epidemiology and Biostatistics, University of Birmingham, UK.
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14
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Nirantharakumar K, Marshall T, Hemming K, Narendran P, Coleman JJ. Inpatient electronic prescribing data can be used to identify 'lost' discharge codes for diabetes. Diabet Med 2012; 29:e430-5. [PMID: 22998394 DOI: 10.1111/dme.12020] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [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: 12/15/2022]
Abstract
AIM Accurate assessment of missed discharge codes for diabetes is critical for effective planning of hospital diabetes services. We wished to estimate the frequency of missed discharge diagnostic codes for diabetes and the impact missed codes would have on diabetes-related payments to the hospital. METHODS We linked Patient Administration System data to the Prescribing Information and Communication System. We defined diabetes as those having a discharge code for diabetes in the Patient Administration System and those on anti-diabetic medication in the Prescribing Information and Communication System. Based on the two sources, we calculated the estimated missed discharge codes for diabetes using the capture-recapture technique. We generated the Healthcare Resource Group for a given admission before and after correction for the missed code to estimate the impact that correction would make on payments to the hospital. RESULTS Among the 171 067 admissions linked, 22 412 (13.1%) had a code for diabetes at discharge. An additional 2706 admissions were classified as having diabetes based on prescription data. The capture-recapture technique estimated there were 4588 (2.7% of all admissions) admissions with diabetes missed by current coding, of which 2706 (60%) would be obtained from prescription data. After adding a diabetes diagnostic code, 12.8% of the missed admissions with diabetes resulted in a change to the Healthcare Resource Group tariff code and payment. CONCLUSION The use of electronic prescription data is a simple solution to correct for missed discharge diagnostic codes.
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Nirantharakumar K, Marshall T, Kennedy A, Narendran P, Hemming K, Coleman JJ. Hypoglycaemia is associated with increased length of stay and mortality in people with diabetes who are hospitalized. Diabet Med 2012; 29:e445-8. [PMID: 22937877 DOI: 10.1111/dme.12002] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.2] [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: 11/30/2022]
Abstract
AIM To study the length of stay and inpatient mortality of patients with diabetes who had an episode of hypoglycaemia in a non critical care setting at University Hospital Birmingham, UK. METHODS Retrospective analysis of routinely available electronic data of 6374 admissions with a recording of either laboratory or point-of-care blood glucose value. Based on the lowest recorded blood glucose values, patients were categorized into a group without hypoglycaemia (> 3.9 mmol/l), a group with mild to moderate hypoglycaemia (2.3-3.9 mmol/l) and a group with severe hypoglycaemic (≤ 2.2 mmol/l). Length of stay and inpatient mortality were compared between the three groups, adjusting for age, gender, ethnicity, deprivation, admission type, use of insulin and modified Charlson co-morbidity score. RESULTS There were 148 admissions (2.3%) with severe hypoglycaemia (≤ 2.2 mmol/l), 500 admissions (7.8%) with mild to moderate hypoglycaemia (2.2-3.9 mmol/l) and 5726 admissions with no recorded hypoglycaemic episode (> 3.9 mmol/l). After adjustment, length of stay, when compared with those without a recorded hypoglycaemic episode, was 1.51 (95% CI 1.35-1.68) times higher in the group with blood glucose values of 2.3-3.9 mmol/l and 2.33 (95% CI 1.91-2.84) higher in the group with blood glucose values ≤ 2.2 mmol/l. Adjusted odds ratio of inpatient mortality when compared with the group without hypoglycaemia was 1.62 (95% CI 1.16-2.27) in the group with blood glucose values of 2.3-3.9 mmol/l and 2.05 (95% CI 1.24-3.38) in the group with blood glucose values ≤ 2.2 mmol/l. CONCLUSION Hypoglycaemia is associated with increased length of stay and inpatient mortality. Whilst causative evidence is lacking, our data are consistent with the need to avoid hypoglycaemia in our current and continued approach for optimal glycaemic control in people with diabetes admitted to hospital.
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16
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Nirantharakumar K, Chen YF, Marshall T, Webber J, Coleman JJ. Clinical decision support systems in the care of inpatients with diabetes in non-critical care setting: systematic review. Diabet Med 2012; 29:698-708. [PMID: 22150466 DOI: 10.1111/j.1464-5491.2011.03540.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [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: 01/08/2023]
Abstract
BACKGROUND Computerized clinical decision support systems have been claimed to reduce prescription errors and improve patient care. They may play an important role in the care of hospitalized patients with diabetes. AIM To collate evidence for the use of clinical decision support systems in improving the care of hospitalized patients with diabetes in a non-critical care setting and to assess their effectiveness. METHODS We searched four databases from 1980 to 2010 without language restrictions. All types of studies other than case reports were included. Data extraction and quality assessment were carried out based on the Centre for Review and Dissemination guidance. A narrative synthesis was conducted. RESULTS Fourteen studies met the inclusion criteria, including two cluster randomized controlled trials, eight before-and-after studies and four other descriptive studies. Generally, the quality of the studies was not very high. Nine out of 10 studies reported reduction in mean blood glucose or similar measures (patient-day-weighted mean blood glucose) during inpatient stay. The reduction using computerized physician order entry system in patient-day-weighted mean blood glucose ranged from 0.6 to 0.8 mmol/l (10.8-15.6 mg/dl). Other beneficial effects during inpatient stay included reduced use of sliding scale insulin and greater use of basal-bolus insulin regimen. Only one study found a significant increase in hypoglycaemic events. CONCLUSIONS Clinical decision support systems have been used, often as part of a complex programme, to improve the care of hospitalized patients with diabetes. There is some evidence that they may have a beneficial effect, but this needs further confirmation.
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Chimen M, Kennedy A, Nirantharakumar K, Pang TT, Andrews R, Narendran P. What are the health benefits of physical activity in type 1 diabetes mellitus? A literature review. Diabetologia 2012; 55:542-51. [PMID: 22189486 DOI: 10.1007/s00125-011-2403-2] [Citation(s) in RCA: 265] [Impact Index Per Article: 22.1] [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: 07/25/2011] [Accepted: 11/02/2011] [Indexed: 02/06/2023]
Abstract
Physical activity improves well-being and reduces the risk of heart disease, cancer and type 2 diabetes mellitus in the general population. In individuals with established type 2 diabetes, physical activity improves glucose and lipid levels, reduces weight and improves insulin resistance. In type 1 diabetes mellitus, however, the benefits of physical activity are less clear. There is poor evidence for a beneficial effect of physical activity on glycaemic control and microvascular complications, and significant risk of harm through hypoglycaemia. Here we review the literature relating to physical activity and health in type 1 diabetes. We examine its effect on a number of outcomes, including glycaemic control, lipids, blood pressure, diabetic complications, well-being and overall mortality. We conclude that whilst there is sufficient evidence to recommend physical activity in the management of type 1 diabetes, it is still unclear as to what form, duration and intensity should be recommended and whether there is benefit for many of the outcomes examined.
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Affiliation(s)
- M Chimen
- Institute of Biomedical Research, School of Clinical and Experimental Medicine, University of Birmingham, Wolfson Drive, Birmingham B15 2TT, UK
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18
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Wijeyaratne CN, Nirantharakumar K, Balen AH, Barth JH, Sheriff R, Belchetz PE. Plasma homocysteine in polycystic ovary syndrome: does it correlate with insulin resistance and ethnicity? Clin Endocrinol (Oxf) 2004; 60:560-7. [PMID: 15104558 DOI: 10.1111/j.1365-2265.2004.02019.x] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.1] [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] [Indexed: 11/29/2022]
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is associated with insulin resistance and premature coronary artery disease (CAD). Hyperhomocysteinaemia is a recognized risk factor for atherosclerosis, particularly among migrant South Asians, and has recently been shown to be correlated positively with the degree of insulin resistance/hyperinsulinaemia. OBJECTIVES To compare total plasma homocysteine (Hcy) in PCOS with controls from ethnic groups at high and low risk of insulin resistance. METHODS Case control study of three ethnic groups, Sri Lankans (SL), British Asians (BA) and white Europeans (C), with and without PCOS at specialist centres in Sri Lanka and Yorkshire, UK. Fasting total plasma Hcy concentration was analysed by fluorescence polarization immunoassay and examined for any correlation with age, body mass index (BMI), central obesity, fasting insulin and insulin sensitivity [calculated by the Quantitative Insulin Sensitivity Check Index (QUICKI) method], lipids and testosterone in each ethnic group. RESULTS Eighty SL with PCOS and 45 controls, 47 BA with PCOS and 11 controls, and 40 C with PCOS and 22 controls were studied. Both Asian groups with PCOS were younger than affected Europeans (P = 0.008). Sri Lankans with PCOS had significantly lower BMI values than other affected groups: mean +/- SEM (SL) 26.3 +/- 0.95; (BA) 30.59 +/- 7.54; (C) 32.1 +/- 5.95 kg/m2 (P = 0.006). However, waist : hip ratios (WHR) of Sri Lankans with PCOS were similar to others: mean +/- SEM (SL) 0.97 +/- 0.01 (BA) 1.04 +/- 0.02 (C) 0.92 +/- 0.01, P = 0.33. Mean plasma Hcy was significantly higher in all PCOS groups than in their ethnically matched controls (Student's t-test): (SL) 10.2 +/- 1.9 vs 9.0 +/- 3.8, P = 0.01; (BA) 7.9 +/- 1.9 vs 6.8 +/- 2.5, P < 0.0001; (C) 8.3 +/- 2.3 vs 6.8 +/- 1.5, P = 0.0007 micromol/l. Sri Lankans with PCOS had significantly greater Hcy concentrations than British Asians and Europeans with PCOS [P = 0.001; single-factor analysis of variance (anova)] and also significantly greater fasting insulin concentrations [(SL) 242.9 +/- 38.9; (BA) 89.4 +/- 8.9; (C) 48.6 +/- 4.8 pmol/l (P = 0.0003)] and significantly lower QUICKI [(SL) 0.308 +/- 0.004; (BA) 0.335 +/- 0.005; (C) 0.375 +/- 0.002 (P = 0.0007)]. Fasting plasma Hcy correlated best with fasting insulin (r = 0.56, P = 0.0001) and QUICKI (r =-0.53, P < 0.0001) in Sri Lankans with PCOS. Hcy in PCOS subjects from all three ethnic groups correlated significantly with fasting insulin following adjustment for age, BMI and WHR (r = 0.45, P = 0.0001), but this was not evident in the controls (r =-0.32, P = 0.1). CONCLUSIONS Elevation of fasting plasma homocysteine in PCOS varies with ethnicity and correlates significantly with fasting insulin. High homocysteine in young Sri Lankans with PCOS has major implications for their long-term risk for atherosclerosis.
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Affiliation(s)
- Chandrika N Wijeyaratne
- Department of Obstetrics and Gynaecology, Faculty of Medicine, University of Columbo, Sri Lanka.
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