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Murphy ME, McSharry J, Byrne M, Boland F, Corrigan D, Gillespie P, Fahey T, Smith SM. Supporting care for suboptimally controlled type 2 diabetes mellitus in general practice with a clinical decision support system: a mixed methods pilot cluster randomised trial. BMJ Open 2020; 10:e032594. [PMID: 32051304 PMCID: PMC7045235 DOI: 10.1136/bmjopen-2019-032594] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES We developed a complex intervention called DECIDE (ComputeriseD dECisIonal support for suboptimally controlleD typE 2 Diabetes mellitus in Irish General Practice) which used a clinical decision support system to address clinical inertia and support general practitioner (GP) intensification of treatment for adults with suboptimally controlled type2 diabetes mellitus (T2DM). The current study explored the feasibility and potential impact of DECIDE. DESIGN A pilot cluster randomised controlled trial. SETTING Conducted in 14 practices in Irish General Practice. PARTICIPANTS The DECIDE intervention was targeted at GPs. They applied DECIDE to patients with suboptimally controlled T2DM, defined as a glycated haemoglobin (HbA1c) ≥70 mmol/mol and/or blood pressure ≥150/95 mmHg. INTERVENTION The intervention incorporated training and a web-based clinical decision support system which supported; (i) medication intensification actions; and (ii) non-pharmacological actions to support care. Control practices delivered usual care. PRIMARY AND SECONDARY OUTCOME MEASURES Feasibility and acceptability was determined using thematic analysis of semi-structured interviews with GPs, combined with data from the DECIDE website. Clinical outcomes included HbA1c, medication intensification, blood pressure and lipids. RESULTS We recruited 14 practices and 134 patients. At 4-month follow-up, all practices and 114 patients were followed up. GPs reported finding decision support helpful navigating increasingly complex medication algorithms. However, the majority of GPs believed that the target patient group had poor engagement with GP and hospital services for a range of reasons. At follow-up, there was no difference in glycaemic control (-3.6 mmol/mol (95% CI -11.2 to 4.0)) between intervention and control groups or in secondary outcomes including, blood pressure, total cholesterol, medication intensification or utilisation of services. Continuation criteria supported proceeding to a definitive randomised trial with some modifications. CONCLUSION The DECIDE study was feasible and acceptable to GPs but wider impacts on glycaemic and blood pressure control need to be considered for this patient population going forward. TRIAL REGISTRATION NUMBER ISRCTN69498919.
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Affiliation(s)
- Mark E Murphy
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Jenny McSharry
- Health Behaviour Change Research Group, School of Psycology, NUI Galway, Galway, Ireland
| | - Molly Byrne
- Health Behaviour Change Research Group, School of Psycology, NUI Galway, Galway, Ireland
| | - Fiona Boland
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Derek Corrigan
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Paddy Gillespie
- School of Business and Economics, National University of Ireland, Galway, Ireland
| | - Tom Fahey
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Susan M Smith
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
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Murphy ME, Byrne M, Boland F, Corrigan D, Gillespie P, Fahey T, Smith SM. Supporting general practitioner-based care for poorly controlled type 2 diabetes mellitus (the DECIDE study): feasibility study and protocol for a pilot cluster randomised controlled trial. Pilot Feasibility Stud 2018; 4:159. [PMID: 30345068 PMCID: PMC6186054 DOI: 10.1186/s40814-018-0352-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 10/02/2018] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Poorly controlled type 2 diabetes mellitus (T2DM) is associated with significant morbidity, mortality and healthcare costs. Control of T2DM can be challenging for healthcare professionals for a number of reasons, including poor concordance with medications, difficulties modifying lifestyle behaviour and also clinical inertia, which is defined as a reluctance among health professionals to intensify medications. A complex intervention, called ComputeriseD dECisIonal support for poorly controlleD typE 2 Diabetes mellitus in Irish General Practice (DECIDE), was developed, identifying T2DM patients with poor glycaemic and blood pressure control and aiming to target clinical inertia, by supporting therapeutic action, including GP-led medication intensification where appropriate. A small-scale, uncontrolled, non-randomised feasibility study highlighted the acceptability of the DECIDE intervention within Irish General Practice. This paper presents a protocol for a pilot cluster randomised controlled trial (RCT) of the DECIDE intervention. METHODS/DESIGN The pilot cluster RCT will involve 14 practices and 140 patients in Irish General Practice. Intervention GPs will participate in the DECIDE intervention, comprising (a) a training programme for the practices and (b) a web-based clinical decision support system supporting treatment escalation, tailored to specific patient information. Only patients who have poorly controlled T2DM (defined as HbA1c > 70 mmol/mol and/or BP > 150/95) will be included. The primary outcomes will include measures of feasibility such as recruitment and retention of practices and acceptability of the intervention and also HbA1c. Secondary outcomes will include medication intensification, blood pressure and lipids. Control GPs will continue to provide usual care. A process evaluation will be performed to determine whether the intervention is delivered as intended and treatment fidelity assessed to monitor and enhance the reliability and validity of interventions. An exploratory health economic analysis will examine the potential costs and cost effectiveness of the intervention relative to the control. DISCUSSION A pilot cluster RCT will establish the feasibility of a complex intervention which aims to support primary care for patients with poorly controlled T2DM in Irish General Practice. TRIAL REGISTRATION The protocol for the pilot cluster RCT is registered on the ISRCTN Registry at: ISRCTN69498919.
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Affiliation(s)
- Mark E Murphy
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Molly Byrne
- Health Behaviour Change Research Group, School of Psychology, National University of Ireland, Galway, Ireland
| | - Fiona Boland
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Derek Corrigan
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Paddy Gillespie
- Health Economics and Policy Analysis Centre (HEPAC), National University of Ireland, Galway, Ireland
| | - Tom Fahey
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Susan M Smith
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
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The Use of Dried Blood Spots for the Quantification of Antihypertensive Drugs. Int J Anal Chem 2018; 2018:3235072. [PMID: 30154849 PMCID: PMC6093062 DOI: 10.1155/2018/3235072] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 06/09/2018] [Accepted: 07/02/2018] [Indexed: 12/16/2022] Open
Abstract
Hypertension or high blood pressure is a harbinger of cardiovascular diseases. There are several classes of drugs used to treat hypertension. This review discusses the use of dried blood spots (DBSs) for the quantification by mass spectrometry (MS), tandem mass spectrometry (MS/MS), or, in some cases, by fluorescence detection methods the following antihypertensive medications: angiotensin-converting enzyme inhibitors (ramipril, ramiprilat, captopril, and lisinopril); angiotensin II receptor antagonists (valsartan, irbesartan, losartan, and losartan carboxylic acid); calcium channel blockers (verapamil, amlodipine, nifedipine, pregabalin, and diltiazem); α blockers (guanfacine, doxazosin, and prazosin); β blockers (propranolol, bisoprolol, atenolol, and metoprolol); endothelin receptor antagonists (bosentan and ambrisentan); and statins (simvastatin, atorvastatin, and rosuvastatin).
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Campbell DJ, Coller JM, Gong FF, McGrady M, Prior DL, Boffa U, Shiel L, Liew D, Wolfe R, Owen AJ, Krum H, Reid CM. Risk factor management in a contemporary Australian population at increased cardiovascular disease risk. Intern Med J 2018; 48:688-698. [DOI: 10.1111/imj.13678] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 10/11/2017] [Accepted: 11/01/2017] [Indexed: 12/19/2022]
Affiliation(s)
- Duncan J. Campbell
- Department of Molecular Cardiology; St Vincent's Institute of Medical Research; Melbourne Victoria Australia
- Department of Medicine; The University of Melbourne; Melbourne Victoria Australia
- Department of Cardiology; St Vincent's Hospital; Melbourne Victoria Australia
| | - Jennifer M. Coller
- Department of Cardiology; St Vincent's Hospital; Melbourne Victoria Australia
| | - Fei Fei Gong
- Department of Molecular Cardiology; St Vincent's Institute of Medical Research; Melbourne Victoria Australia
- Department of Medicine; The University of Melbourne; Melbourne Victoria Australia
- Department of Cardiology; St Vincent's Hospital; Melbourne Victoria Australia
| | - Michele McGrady
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - David L. Prior
- Department of Medicine; The University of Melbourne; Melbourne Victoria Australia
- Department of Cardiology; St Vincent's Hospital; Melbourne Victoria Australia
| | - Umberto Boffa
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Louise Shiel
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Danny Liew
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Rory Wolfe
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Alice J. Owen
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Henry Krum
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Christopher M. Reid
- School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
- School of Public Health; Curtin University; Perth Western Australia Australia
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Murphy ME, Byrne M, Zarabzadeh A, Corrigan D, Fahey T, Smith SM. Development of a complex intervention to promote appropriate prescribing and medication intensification in poorly controlled type 2 diabetes mellitus in Irish general practice. Implement Sci 2017; 12:115. [PMID: 28915897 PMCID: PMC5602930 DOI: 10.1186/s13012-017-0647-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 09/11/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Poorly controlled type 2 diabetes mellitus (T2DM) can be seen as failure to meet recommended targets for management of key risk factors including glycaemic control, blood pressure and lipids. Poor control of risk factors is associated with significant morbidity, mortality and healthcare costs. Failure to intensify medications for patients with poor control of T2DM when indicated is called clinical inertia and is one contributory factor to poor control of T2DM. We aimed to develop a theory and evidence-based complex intervention to improve appropriate prescribing and medication intensification in poorly controlled T2DM in Irish general practice. METHODS The first stage of the Medical Research Council Framework for developing and evaluating complex interventions was utilised. To identify current evidence, we performed a systematic review to examine the effectiveness of interventions targeting patients with poorly controlled T2DM in community settings. The Behaviour Change Wheel theoretical approach was used to identify suitable intervention functions. Workshops, simulation, collaborations with academic partners and observation of physicians were utilised to operationalise the intervention functions and design the elements of the complex intervention. RESULTS Our systematic review highlighted that professional-based interventions, potentially through clinical decision support systems, could address poorly controlled T2DM. Appropriate intensification of anti-glycaemic and cardiovascular medications, by general practitioners (GPs), for adults with poorly controlled T2DM was identified as the key behaviour to address clinical inertia. Psychological capability was the key driver of the behaviour, which needed to change, suggesting five key intervention functions (education, training, enablement, environmental restructuring and incentivisation) and nine key behaviour change techniques, which were operationalised into a complex intervention. The intervention has three components: (a) a training program/academic detailing of target GPs, (b) a remote finder tool to help GPs identify patients with poor control of T2DM in their practice and (c) A web-based clinical decision support system. CONCLUSIONS This paper describes a multifaceted process including an exploration of current evidence and a thorough theoretical understanding of the predictors of the behaviour resulting in the design of a complex intervention to promote the implementation of evidence-based guidelines, through appropriate prescribing and medication intensification in poorly controlled T2DM.
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Affiliation(s)
- Mark E. Murphy
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Molly Byrne
- Health Behaviour Change Research Group, School of Psychology, National University of Ireland, Galway, Ireland
| | - Atieh Zarabzadeh
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Derek Corrigan
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Tom Fahey
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
- HRB Centre for Primary Care Clinical Trials Network, Dublin, Ireland
| | - Susan M. Smith
- HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
- HRB Centre for Primary Care Clinical Trials Network, Dublin, Ireland
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Murphy ME, Byrne M, Galvin R, Boland F, Fahey T, Smith SM. Improving risk factor management for patients with poorly controlled type 2 diabetes: a systematic review of healthcare interventions in primary care and community settings. BMJ Open 2017; 7:e015135. [PMID: 28780542 PMCID: PMC5724222 DOI: 10.1136/bmjopen-2016-015135] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
OBJECTIVES Poorly controlled type 2 diabetes mellitus (T2DM) is a major international health problem. Our aim was to assess the effectiveness of healthcare interventions, specifically targeting patients with poorly controlled T2DM, which seek to improve glycaemic control and cardiovascular risk in primary care settings. DESIGN Systematic review. SETTING Primary care and community settings. INCLUDED STUDIES Randomised controlled trials (RCTs) targeting patients with poor glycaemic control were identified from Pubmed, Embase, Web of Science, Cochrane Library and SCOPUS. Poor glycaemic control was defined as HbA1c over 59 mmol/mol (7.5%). INTERVENTIONS Interventions were classified as organisational, patient-oriented, professional, financial or regulatory. OUTCOMES Primary outcomes were HbA1c, blood pressure and lipid control. Two reviewers independently assessed studies for eligibility, extracted data and assessed study quality. Meta-analyses were undertaken where appropriate using random-effects models. Subgroup analysis explored the effects of intervention type, baseline HbA1c, study quality and study duration. Meta-regression analyses were undertaken to investigate identified heterogeneity. RESULTS Forty-two RCTs were identified, including 11 250 patients, with most undertaken in USA. In general, studies had low risk of bias. The main intervention types were patient-directed (48%) and organisational (48%). Overall, interventions reduced HbA1c by -0.34% (95% CI -0.46% to -0.22%), but meta-analyses had high statistical heterogeneity. Subgroup analyses suggested that organisational interventions and interventions on those with baseline HbA1c over 9.5% had better improvements in HbA1c. Meta-regression analyses suggested that only interventions on those with population HbA1c over 9.5% were more effective. Interventions had a modest improvement of blood pressure and lipids, although baseline levels of control were generally good. CONCLUSIONS This review suggests that interventions for T2DM, in primary care, are better targeted at individuals with very poor glycaemic control and that organisational interventions may be more effective.
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Affiliation(s)
- Mark E Murphy
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Molly Byrne
- Department of Physiotherapy, University of Limerick, Ireland
| | - Rose Galvin
- Health Behaviour Change Research Group, School of Psychology, National University of Ireland, Galway, Ireland
| | - Fiona Boland
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Tom Fahey
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
| | - Susan M Smith
- Department of General Practice, HRB Centre for Primary Care Research, Royal College of Surgeons, Dublin, Ireland
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High natriuretic peptide levels and low DBP: companion markers of cardiovascular risk? J Hypertens 2016; 32:2142-3. [PMID: 25271913 DOI: 10.1097/hjh.0000000000000365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Amino-terminal-pro-B-type natriuretic peptide levels and low diastolic blood pressure: potential relevance to the diastolic J-curve. J Hypertens 2014; 32:2158-65; discussion 2165. [PMID: 25275245 DOI: 10.1097/hjh.0000000000000320] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND There is debate whether the J-curve relationship between cardiac event risk and DBP is because of inherent cardiac risk or is a consequence of blood pressure (BP) lowering therapy. METHODS We examined the association between the cardiovascular risk marker amino-terminal-pro-B-type natriuretic peptide (NT-proBNP) and DBP in 1781 women and 2211 men aged at least 60 years with one or more cardiovascular risk factors; exclusion criteria were known heart failure or cardiac abnormality on a cardiac imaging study. RESULTS The lowest median serum NT-proBNP levels were for DBP 85-89 mmHg for both women and men. DBP less than 70 mmHg in women and less than 80 mmHg in men was associated with higher NT-proBNP levels than the levels at DBP 85-89 mmHg, and this relationship was present for those with SBP equal to or less than 140 and SBP greater than 140 mmHg. In conditional logistic regression models, the association of elevated NT-proBNP levels with low DBP in women was no longer statistically significant after adjustment for age, ischaemic heart disease (IHD), pulse rate, atrial fibrillation, haemoglobin and glomerular filtration rate, whereas the association in men was no longer statistically significant after adjustment for age and IHD. By contrast, the association between elevated NT-proBNP levels and low DBP remained statistically significant after adjustment for the number of antihypertensive drug classes alone or together with all antihypertensive drugs, including β-blocker therapy. CONCLUSION There was a J-curve relationship between the cardiovascular risk marker NT-proBNP and DBP that was explained by the clinical variables and not by the BP-lowering therapy.
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Chalmers J, Arima H, Woodward M, Mancia G, Poulter N, Hirakawa Y, Zoungas S, Patel A, Williams B, Harrap S. Effects of combination of perindopril, indapamide, and calcium channel blockers in patients with type 2 diabetes mellitus: results from the Action In Diabetes and Vascular Disease: Preterax and Diamicron Controlled Evaluation (ADVANCE) trial. Hypertension 2013; 63:259-64. [PMID: 24324048 DOI: 10.1161/hypertensionaha.113.02252] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The objective of the present analysis was to determine the effects of a fixed combination of perindopril and indapamide in combination with calcium channel blockers (CCBs) in patients with type 2 diabetes mellitus. The Action in Diabetes and Vascular Disease: Preterax and Diamicron Controlled Evaluation (ADVANCE) trial was a factorial randomized controlled trial. A total of 11 140 patients with type 2 diabetes mellitus were randomly assigned to fixed combination of perindopril-indapamide (4/1.25 mg) or placebo. Effects of randomized treatment on mortality and major cardiovascular outcomes were examined in subgroups defined by baseline use of CCBs. Patients on CCB at baseline (n=3427) constituted a higher risk group compared with those not on CCB (n=7713), with more extensive use of antihypertensive and other protective therapies. Active treatment reduced the relative risk of death by 28% (95% confidence interval, 10%-43%) among patients with CCB at baseline compared with 5% (-12% to 20%) among those without CCB (P homogeneity=0.02) and 14% (2%-25%) for the whole population. Similarly, the relative risk reduction for major cardiovascular events was 12% (-8% to 28%) versus 6% (-10% to 19%) for those with and without CCB at baseline although the difference was not statistically significant (P homogeneity=0.38). There was no detectable increase in adverse effects in those receiving CCB. The combination of perindopril and indapamide with CCBs seems to provide further protection against mortality in patients with type 2 diabetes mellitus.
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Affiliation(s)
- John Chalmers
- The George Institute for Global Health, PO Box M201, Camperdown, NSW 2050, Australia.
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Lee JC, Luis SA. The elephant in the room of hypertension treatment. Intern Med J 2013; 43:1052. [DOI: 10.1111/imj.12235] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2013] [Accepted: 05/05/2013] [Indexed: 11/27/2022]
Affiliation(s)
- J. C. Lee
- Department of Nuclear Medicine; The Prince Charles Hospital; Brisbane Queensland Australia
- Department of Cardiology; The Prince Charles Hospital; Brisbane Queensland Australia
| | - S. A. Luis
- Department of Cardiology; The Prince Charles Hospital; Brisbane Queensland Australia
- School of Medicine; University of Queensland; Brisbane Queensland Australia
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Campbell DJ, McGrady M, Prior DL, Coller JM, Boffa U, Shiel L, Liew D, Stewart S, Reid CM, Krum H. Author reply. Intern Med J 2013; 43:1052-3. [DOI: 10.1111/imj.12242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2013] [Accepted: 07/07/2013] [Indexed: 11/29/2022]
Affiliation(s)
- D. J. Campbell
- Department of Medicine; University of Melbourne; Melbourne Victoria Australia
- Department of Molecular Cardiology; St Vincent's Institute of Medical Research; Melbourne Victoria Australia
| | - M. McGrady
- Department of Epidemiology and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - D. L. Prior
- Department of Medicine; University of Melbourne; Melbourne Victoria Australia
- Cardiac Investigation Unit; St Vincent's Health; Melbourne Victoria Australia
| | - J. M. Coller
- Cardiac Investigation Unit; St Vincent's Health; Melbourne Victoria Australia
| | - U. Boffa
- Department of Medical Services; Bupa
| | - L. Shiel
- Department of Epidemiology and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - D. Liew
- Department of Clinical Epidemiology; University of Melbourne; Melbourne Victoria Australia
| | - S. Stewart
- Department of Preventive Cardiology; Baker IDI Heart and Diabetes Institute; Melbourne Victoria Australia
| | - C. M. Reid
- Department of Epidemiology and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - H. Krum
- Department of Epidemiology and Preventive Medicine; Monash University; Melbourne Victoria Australia
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