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Nedkoff L, Greenland M, Hyun K, Htun JP, Redfern J, Stiles S, Sanfilippo F, Briffa T, Chew DP, Brieger D. Sex- and Age-Specific Differences in Risk Profiles and Early Outcomes in Adults With Acute Coronary Syndromes. Heart Lung Circ 2024; 33:332-341. [PMID: 38326135 DOI: 10.1016/j.hlc.2023.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 08/01/2023] [Accepted: 11/30/2023] [Indexed: 02/09/2024]
Abstract
BACKGROUND Adults <55 years of age comprise a quarter of all acute coronary syndromes (ACS) hospitalisations. There is a paucity of data characterising this group, particularly sex differences. This study aimed to compare the clinical and risk profile of patients with ACS aged <55 years with older counterparts, and measure short-term outcomes by age and sex. METHOD The study population comprised patients with ACS enrolled in the AUS-Global Registry of Acute Coronary Events (GRACE), Cooperative National Registry of Acute Coronary Syndrome Care (CONCORDANCE) and SNAPSHOT ACS registries. We compared clinical features and combinations of major modifiable risk factors (hypertension, smoking, dyslipidaemia, and diabetes) by sex and age group (20-54, 55-74, 75-94 years). All-cause mortality and major adverse events were identified in-hospital and at 6-months. RESULTS There were 16,658 patients included (22.3% aged 20-54 years). Among them, 20-54 year olds had the highest proportion of ST-elevation myocardial infarction compared with sex-matched older age groups. Half of 20-54 year olds were current smokers, compared with a quarter of 55-74 year olds, and had the highest prevalence of no major modifiable risk factors (14.2% women, 12.7% men) and of single risk factors (27.6% women, 29.0% men), driven by smoking. Conversely, this age group had the highest proportion of all four modifiable risk factors (6.6% women, 4.7% men). Mortality at 6 months in 20-54 year olds was similar between men (2.3%) and women (1.7%), although lower than in older age groups. CONCLUSIONS Younger adults with ACS are more likely to have either no risk factor, a single risk factor, or all four modifiable risk factors, than older patients. Targeted risk factor prevention and management is warranted in this age group.
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Affiliation(s)
- Lee Nedkoff
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Perth, WA, Australia; Victor Chang Cardiac Research Institute, Sydney, NSW, Australia.
| | - Melanie Greenland
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Perth, WA, Australia; Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Karice Hyun
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Department of Cardiology, Concord Repatriation General Hospital, ANZAC Research Institute, Sydney, NSW, Australia
| | - Jasmin P Htun
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
| | - Julie Redfern
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Samantha Stiles
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
| | - Frank Sanfilippo
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
| | - Tom Briffa
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
| | - Derek P Chew
- Victorian Heart Institute, Monash University, Melbourne, Vic, Australia
| | - David Brieger
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
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Nedkoff L, Briffa T, Zemedikun D, Herrington S, Wright FL. Global Trends in Atherosclerotic Cardiovascular Disease. Clin Ther 2023; 45:1087-1091. [PMID: 37914585 DOI: 10.1016/j.clinthera.2023.09.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/10/2023] [Accepted: 09/26/2023] [Indexed: 11/03/2023]
Abstract
PURPOSE Cardiovascular disease (CVD) is the leading cause of morbidity and mortality, affecting over 523 million people globally. Atherosclerotic diseases, particularly ischemic heart disease (IHD) and stroke, are the primary mediators of CVD burden and trends, with half of CVD deaths attributed to IHD, and another quarter to ischemic stroke. The aim of this review was to provide an overview of world-wide trends in the burden of atherosclerotic CVD. METHODS A literature review of published studies reporting regional or global trends or burden of CVD was undertaken, with a specific focus on atherosclerotic-mediated CVDs. FINDINGS While long-term trends in age-standardized rates of CVD mortality and incidence indicate substantial declines in disease burden, the impact of population growth and ageing has contributed to a continued increase in the absolute number of people living with CVD. Additionally, when data are restricted to the most recent decade, there are indications that even declines in age-standardized CVD rates may have attenuated. Trends are also heterogeneous across countries and regions, with a relative increase in CVD burden in developing countries and differing trends within countries. The impact of the COVID-19 pandemic resulted in substantial short-term reductions in hospitalization rates for major atherosclerotic CVDs including acute coronary syndromes and heart failure in some countries. IMPLICATIONS Recent attenuation of declines in atherosclerotic CVDs with increasing absolute burden has significant implications for health systems and resource availability, with the impact of the COVID-19 pandemic on longer-term trends in CVD yet to be clearly established.
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Affiliation(s)
- Lee Nedkoff
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Crawley, Western Australia, Australia; Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia.
| | - Tom Briffa
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Crawley, Western Australia, Australia
| | - Dawit Zemedikun
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Crawley, Western Australia, Australia
| | - Saranne Herrington
- Cardiovascular Epidemiology Research Centre, School of Population and Global Health, The University of Western Australia, Crawley, Western Australia, Australia
| | - F Lucy Wright
- Nuffield Department of Population Health, and the NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
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Lin RZ, Gallagher C, Tu SJ, Pitman BM, Nelson AJ, Roberts-Thomson RL, Worthley MI, Lau DH, Sanders P, Wong CX. Trends in myocardial infarction and coronary revascularisation procedures in Australia, 1993-2017. Heart 2023; 109:283-288. [PMID: 36344268 DOI: 10.1136/heartjnl-2022-321393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 09/28/2022] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE Prior data have shown rising acute myocardial infarction (MI) trends in Australia; whether these increases have continued in recent years is not known. This study thus sought to characterise contemporary nationwide trends in MI hospitalisations and coronary procedures in Australia and their associated economic burden. METHODS The primary outcome measure was the incidence and time trends of total MI, ST-elevation myocardial infarction (STEMI) and non-ST-elevation myocardial infarction (NSTEMI) hospitalisations from 1993 to 2017. The incidence and time trends of coronary procedures were additionally collected, alongside MI hospitalisation costs. RESULTS Adjusted for population changes, annual MI incidence increased from 216.2 cases per 100 000 to a peak of 270.4 in 2007 with subsequent decline to 218.7 in 2017. Similarly, NSTEMI incidence increased from 68.0 cases per 100 000 in 1993 to a peak of 192.6 in 2007 with subsequent decline to 162.6 in 2017. STEMI incidence decreased from 148.3 cases per 100 000 in 1993 to 56.2 in 2017. Across the study period, there were annual increases in MI hospitalisations of 0.7% and NSTEMI hospitalisations of 5.6%, and an annual decrease in STEMI hospitalisations of 4.8%. Angiography and percutaneous coronary intervention increased by 3.4% and 3.3% annually, respectively, while coronary artery bypass graft surgery declined by 2.2% annually. MI hospitalisation costs increased by 100% over the study period, despite a decreased average length of stay by 45%. CONCLUSIONS The rising incidence of MI hospitalisations appear to have stabilised in Australia. Despite this, associated healthcare expenditure remains significant, suggesting a need for continual implementation of public health policies and preventative strategies.
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Affiliation(s)
- Richard Z Lin
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Celine Gallagher
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Samuel J Tu
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Bradley M Pitman
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Adam J Nelson
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Ross L Roberts-Thomson
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Matthew I Worthley
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Dennis H Lau
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Prashanthan Sanders
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
| | - Christopher X Wong
- Department of Cardiology, Royal Adelaide Hospital and the University of Adelaide, Adelaide, South Australia, Australia
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Validation of ICD-10-AM Coding for Myocardial Infarction Subtype in Hospitalisation Data. Heart Lung Circ 2022; 31:849-858. [PMID: 35065895 DOI: 10.1016/j.hlc.2021.11.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 11/07/2021] [Accepted: 11/20/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND International Classification of Disease (ICD) codes are central for identifying myocardial infarction (MI) in administrative hospitalisation data, however validation of MI subtype codes is limited. We measured the sensitivity and specificity of ICD-10-AM (Australian Modification) codes for ST-elevation MI (STEMI) and non-STEMI (NSTEMI). METHODS A sample of MI admissions was obtained from a dataset containing all MI hospitalisations in Western Australia (WA) for 2003, 2008 and 2013. Clinical data were collected from hospital medical records (n=799 patients). Cases were classified by ICD-10-AM codes for STEMI, NSTEMI and unspecified MI, and compared to clinical classification from review of available electrocardiographs (ECGs) and cardiac biomarkers (n=660). Sensitivity and specificity for ICD-10-AM coding versus clinical classification was measured, stratified by calendar year of discharge. RESULTS The majority of classifiable cases had MI recorded in the principal diagnosis field (STEMI n=293, 84.2%; NSTEMI n=202, 74.3%; unspecified MI n=20, 50.0%). Overall sensitivity of the ICD-10-AM STEMI code was 86.3% (95% CI 81.7-90.0%) and was higher when restricted to MI as a principal versus secondary diagnosis (88.8% vs 66.7%). Comparable values for NSTEMI were 66.7% (95% CI 61.5-71.6%), and 68.8% vs 61.4% respectively. Between 2003 and 2013, sensitivity for both MI subtypes increased: 80.2-89.5% for STEMI, and 51.2-73.8% for NSTEMI. Specificity was high for NSTEMI throughout (88.2% 95% CI 84.1-91.6%), although improving over time for STEMI (68.1-76.4%). CONCLUSIONS The sensitivity and specificity of ICD-10-AM codes for MI subtypes in hospitalisation data are generally high, particularly for principal diagnosis cases. However, the temporal improvement in sensitivity in coding of MI subtypes, particularly NSTEMI, may necessitate modification to trend studies using administrative hospitalisation data.
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Jordan KP, Rathod‐Mistry T, Bailey J, Chen Y, Clarson L, Denaxas S, Hayward RA, Hemingway H, van der Windt DA, Mamas MA. Long-Term Cardiovascular Risk and Management of Patients Recorded in Primary Care With Unattributed Chest Pain: An Electronic Health Record Study. J Am Heart Assoc 2022; 11:e023146. [PMID: 35301875 PMCID: PMC9075433 DOI: 10.1161/jaha.121.023146] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Background Most adults presenting with chest pain will not receive a diagnosis and be recorded with unattributed chest pain. The objective was to assess if they have increased risk of cardiovascular disease compared with those with noncoronary chest pain and determine whether investigations and interventions are targeted at those at highest risk. Methods and Results We used records from general practices in England linked to hospitalization and mortality information. The study population included patients aged 18 years or over with a new record of chest pain with a noncoronary cause or unattributed between 2002 and 2018, and no cardiovascular disease recorded up to 6 months (diagnostic window) afterward. We compared risk of a future cardiovascular event by type of chest pain, adjusting for cardiovascular risk factors and alternative explanations for chest pain. We determined prevalence of cardiac diagnostic investigations and preventative medication during the diagnostic window in patients with estimated cardiovascular risk ≥10%. There were 375 240 patients with unattributed chest pain (245 329 noncoronary chest pain). There was an increased risk of cardiovascular events for patients with unattributed chest pain, highest in the first year (hazard ratio, 1.25 [95% CI, 1.21-1.29]), persistent up to 10 years. Patients with unattributed chest pain had consistently increased risk of myocardial infarction over time but no increased risk of stroke. Thirty percent of patients at higher risk were prescribed lipid-lowering medication. Conclusions Patients presenting to primary care with unattributed chest pain are at increased risk of cardiovascular events. Primary prevention to reduce cardiovascular events appears suboptimal in those at higher risk.
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Affiliation(s)
| | | | - James Bailey
- School of MedicineKeele UniversityKeeleUnited Kingdom
| | - Ying Chen
- School of MedicineKeele UniversityKeeleUnited Kingdom
- Department of Health and Environmental SciencesXi'an Jiaotong–Liverpool UniversitySuzhouChina
| | - Lorna Clarson
- School of MedicineKeele UniversityKeeleUnited Kingdom
| | - Spiros Denaxas
- Institute of Health InformaticsUniversity College LondonLondonUnited Kingdom
- Health Data Research UKUniversity College LondonLondonUnited Kingdom
| | | | - Harry Hemingway
- Institute of Health InformaticsUniversity College LondonLondonUnited Kingdom
- Health Data Research UKUniversity College LondonLondonUnited Kingdom
- The National Institute for Health ResearchUniversity College London Hospitals Biomedical Research CentreLondonUnited Kingdom
| | | | - Mamas A. Mamas
- Keele Cardiovascular Research GroupSchool of MedicineKeele UniversityKeeleUnited Kingdom
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Relative contribution of trends in myocardial infarction event rates and case fatality to declines in mortality: an international comparative study of 1·95 million events in 80·4 million people in four countries. Lancet Public Health 2022; 7:e229-e239. [DOI: 10.1016/s2468-2667(22)00006-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/21/2021] [Accepted: 12/23/2021] [Indexed: 01/20/2023]
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Lai ECC, Huang YC, Liao TC, Weng MY. Premature coronary artery disease in patients with immune-mediated inflammatory disease: a population-based study. RMD Open 2022; 8:rmdopen-2021-001993. [PMID: 35064093 PMCID: PMC8785203 DOI: 10.1136/rmdopen-2021-001993] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/23/2021] [Indexed: 12/22/2022] Open
Abstract
Background The associations between premature atherosclerosis and immune-mediated inflammatory diseases (IMIDs) are not fully investigated. To determine whether IMIDs are associated with premature atherosclerosis, we examined the risk of incident coronary artery disease (CAD) in men less than 45 years old and women less than 50 years old with various forms of IMIDs compared with general population. Methods A population-based cohort was established and included patients with IMID, who were followed until the development of CAD, withdrawal from the insurance system, death, or 31 December 2016, whichever point came first. Patients with IMID included rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), primary Sjogren’s syndrome (SjS), idiopathic inflammatory myositis, systemic sclerosis (SSc), Behcet’s disease (BD), and systemic vasculitis (SV). The comparison group was 1 000 000 beneficiaries sampled at random from the whole population as matched control participants. The Kaplan-Meier method was used to compare the cumulative incidences of CAD in patients with and without IMID. Results Among 58 862 patients with IMID, 2139 (3.6%) developed CAD and 346 (1.3%) developed premature CAD. Relative to the comparison cohorts, the adjusted HRs for premature CAD were 1.43 (95% CI 1.09 to 1.86) for primary SjS, 2.85 (95% CI 2.63 to 3.43) for SLE, 3.18 (95% CI 1.99 to 5.09) for SSc and 2.27 (95% CI 1.01 to 5.07) for SV. Conclusions Primary Sjogren’s syndrome, SLE, SSc and SV are associated with an increased risk of premature CAD. Our findings will support essential efforts to improve awareness of IMID impacting young adults.
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Affiliation(s)
- Edward Chia-Cheng Lai
- School of Pharmacy, Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Chun Huang
- Department of Internal Medicine, Division of Allergy, Immunology, and Rheumatology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Tzu-Chi Liao
- School of Pharmacy, Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Meng-Yu Weng
- Department of Internal Medicine, Division of Allergy, Immunology, and Rheumatology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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Wright FL, Townsend N, Greenland M, Goldacre MJ, Smolina K, Lacey B, Nedkoff L. Long-term trends in population-based hospitalisation rates for myocardial infarction in England: a national database study of 3.5 million admissions, 1968-2016. J Epidemiol Community Health 2022; 76:45-52. [PMID: 34253559 PMCID: PMC8666807 DOI: 10.1136/jech-2021-216689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 05/28/2021] [Indexed: 11/29/2022]
Abstract
AIM To analyse the timing and scale of temporal changes in rates of hospitalised myocardial infarction (MI) in England by age and sex from 1968 to 2016. METHODS MI admissions for adults aged 15-84 years were identified from electronic hospital data. We calculated age-standardised and age-specific rates, and examined trends using joinpoint. RESULTS From 1968 to 2016, there were 3.5 million admissions for MI in England (68% men). Rates increased in the early years of the study in both men and women, peaked in the mid-1980s (355 per 100 000 population in men; 127 in women) and declined by 38.8% in men and 37.4% in women from 1990 to 2011. From 2012, however, modest increases were observed in both sexes. Long-term trends in rates over the study period varied by age and sex, with those aged 70 years and older having the greatest and most sustained increases in the early years (1968-1985). During subsequent years, rates decreased in most age groups until 2010-2011. The exception was younger women (35-49 years) and men (15-34 years) who experienced significant increases from the mid-1990s to 2007 (range +2.1%/year to 4.7%/year). From 2012 onwards, rates increased in all age groups except the oldest, with the most marked increases in men aged 15-34 years (7.2%/year) and women aged 40-49 (6.9%-7.3%/year) . CONCLUSION Despite substantial declines in hospital admission rates for MI in England since 1990, the burden of annual admissions remains high. Continued surveillance of trends and coronary disease preventive strategies are warranted.
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Affiliation(s)
- F Lucy Wright
- Unit of Health-Care Epidemiology, Nuffield Department of Population Health and Big Data Institute, University of Oxford, Oxford, UK
| | | | - Melanie Greenland
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
| | - Michael J Goldacre
- Unit of Health-Care Epidemiology, Nuffield Department of Population Health and Big Data Institute, University of Oxford, Oxford, UK
| | - Kate Smolina
- School of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Ben Lacey
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health and Big Data Institute, University of Oxford, Oxford, UK
| | - Lee Nedkoff
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
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Surgical treatment of mechanical bowel obstruction: characteristics and outcomes of geriatric patients compared to a younger cohort. Int J Colorectal Dis 2022; 37:1281-1288. [PMID: 35513540 PMCID: PMC9167188 DOI: 10.1007/s00384-022-04152-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/17/2022] [Indexed: 02/04/2023]
Abstract
PURPOSE Mechanical bowel obstruction (MBO) is one of the most common indications for emergency surgery. Recent research justifies the method of attempting 3-5 days of nonoperative treatment before surgery. However, little is known about specific characteristics of geriatric patients undergoing surgery compared to a younger cohort. We aimed to analyze patients with MBO that required surgery, depending on their age, to identify potential targets for use in the reduction in complications and mortality in the elderly. METHODS Thirty-day and in-hospital mortality were determined as primary outcome. We retrospectively identified all patients who underwent surgery for MBO at the University Hospital of Bonn between 2009 and 2019 and divided them into non-geriatric (40-74 years, n = 224) and geriatric (≥ 75 years, n = 88) patients, using the chi-squared-test and Mann-Whitney U test for statistical analysis. RESULTS We found that geriatric patients had higher 30-day and in-hospital mortality rates than non-geriatric patients. As secondary outcome, we found that they experienced a longer length of stay (LOS) and higher complication rates than non-geriatric patients. Geriatric patients who suffered from large bowel obstruction (LBO) had a higher rate of bowel resection, stoma creation, and a higher 30-day mortality rate. The time from admission to surgery was not shown to be crucial for the outcome of (geriatric) patients. CONCLUSION Geriatric patients suffering from mechanical bowel obstruction that had to undergo surgery had higher mortality and morbidity than non-geriatric patients. Especially in regard to geriatric patients, clinicians should treat patients in a risk-adapted rather than time-adapted manner, and conditions should be optimized before surgery.
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Paige E, Doyle K, Jorm L, Banks E, Hsu MP, Nedkoff L, Briffa T, Cadilhac DA, Mahoney R, Verjans JW, Dwivedi G, Inouye M, Figtree GA. A Versatile Big Data Health System for Australia: Driving Improvements in Cardiovascular Health. Heart Lung Circ 2021; 30:1467-1476. [PMID: 34092503 DOI: 10.1016/j.hlc.2021.04.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 03/21/2021] [Accepted: 04/24/2021] [Indexed: 11/17/2022]
Abstract
Cardiovascular diseases (CVD) are leading causes of death and morbidity in Australia and worldwide. Despite improvements in treatment, there remain large gaps in our understanding to prevent, treat and manage CVD events and associated morbidities. This article lays out a vision for enhancing CVD research in Australia through the development of a Big Data system, bringing together the multitude of rich administrative and health datasets available. The article describes the different types of Big Data available for CVD research in Australia and presents an overview of the potential benefits of a Big Data system for CVD research and some of the major challenges in establishing the system for Australia. The steps for progressing this vision are outlined.
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Affiliation(s)
- Ellie Paige
- National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia
| | - Kerry Doyle
- Australian Cardiovascular Alliance, Chittaway Bay, NSW, Australia; National Institute of Complementary Medicines, Sydney, NSW, Australia; Ausbiotech, Melbourne, Vic, Australia
| | - Louisa Jorm
- Centre for Big Data Research in Health, University of New South Wales, Sydney, NSW, Australia
| | - Emily Banks
- National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia; Sax Institute, Sydney, NSW, Australia
| | - Meng-Ping Hsu
- Australian Cardiovascular Alliance, Chittaway Bay, NSW, Australia
| | - Lee Nedkoff
- School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
| | - Tom Briffa
- School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
| | - Dominique A Cadilhac
- Stroke and Ageing Research Group, Department of Medicine, School of Clinical Sciences, Monash University, Melbourne, Vic, Australia; Stroke Theme, the Florey Institute of Neuroscience and Mental Health, the University of Melbourne, Melbourne, Vic, Australia
| | - Ray Mahoney
- Australian e Health Research Centre, CSIRO, Brisbane, Qld, Australia
| | - Johan W Verjans
- Australian Institute for Machine Learning/Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia; Vascular Research Centre, South Australian Health and Medical Research Institute, Adelaide, SA, Australia; Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Girish Dwivedi
- School of Population and Global Health, The University of Western Australia, Perth, WA, Australia; Fiona Stanley Hospital, Perth, WA, Australia; Harry Perkins Institute of Medical Research, The University of Western Australia, Perth, WA, Australia
| | - Michael Inouye
- Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Vic, Australia; Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK; The Alan Turing Institute, London, UK
| | - Gemma A Figtree
- Australian Cardiovascular Alliance, Chittaway Bay, NSW, Australia; Kolling Institute of Medical Research, The University of Sydney, Sydney, NSW, Australia.
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Sanfilippo FM, Hillis GS, Rankin JM, Latchem D, Schultz CJ, Yong J, Li IW, Briffa TG. Invasive Coronary Angiography after Chest Pain Presentations to Emergency Departments. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17249502. [PMID: 33352982 PMCID: PMC7766965 DOI: 10.3390/ijerph17249502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 12/11/2020] [Accepted: 12/14/2020] [Indexed: 01/06/2023]
Abstract
We investigated patients presenting to emergency departments (EDs) with chest pain to identify factors that influence the use of invasive coronary angiography (ICA). Using linked ED, hospitalisations, death and cardiac biomarker data, we identified people aged 20 years and over who presented with chest pain to tertiary public hospital EDs in Western Australia from 1 January 2016 to 31 March 2017 (ED chest pain cohort). We report patient characteristics, ED discharge diagnosis, pathways to ICA, ICA within 90 days, troponin test results, and gender differences. Associations were examined with the Pearson Chi-squared test and multivariate logistic regression. There were 16,974 people in the ED chest pain cohort, with a mean age of 55.6 years and 50.7% males, accounting for 20,131 ED presentations. Acute coronary syndrome was the ED discharge diagnosis in 10.4% of presentations. ED pathways were: discharged home (57.5%); hospitalisation (41.7%); interhospital transfer (0.4%); and died in ED (0.03%)/inpatients (0.3%). There were 1546 (9.1%) ICAs performed within 90 days of the first ED chest pain visit, of which 59 visits (3.8%) had no troponin tests and 565 visits (36.6%) had normal troponin. ICAs were performed in more men than women (12.3% vs. 6.1%, p < 0.0001; adjusted OR 1.89, 95% CI 1.65, 2.18), and mostly within 7 days. Equal numbers of males and females present with chest pain to tertiary hospital EDs, but men are twice as likely to get ICA. Over one-third of ICAs occur in those with normal troponin levels, indicating that further investigation is required to determine risk profile, outcomes and cost effectiveness.
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Affiliation(s)
- Frank M. Sanfilippo
- School of Population and Global Health, The University of Western Australia, Perth 6009, Australia; (I.W.L.); (T.G.B.)
- Correspondence:
| | - Graham S. Hillis
- Cardiology Department, Royal Perth Hospital, Perth 6000, Australia; (G.S.H.); (C.J.S.)
- Medical School, The University of Western Australia, Perth 6009, Australia
| | - Jamie M. Rankin
- Cardiology Department, Fiona Stanley Hospital, Murdoch 6150, Australia;
| | - Donald Latchem
- Department of Cardiovascular Medicine, Sir Charles Gairdner Hospital, Nedlands 6009, Australia;
| | - Carl J. Schultz
- Cardiology Department, Royal Perth Hospital, Perth 6000, Australia; (G.S.H.); (C.J.S.)
- Medical School, The University of Western Australia, Perth 6009, Australia
| | - Jongsay Yong
- Melbourne Institute of Applied Economic and Social Research, University of Melbourne, Melbourne 3010, Australia;
| | - Ian W. Li
- School of Population and Global Health, The University of Western Australia, Perth 6009, Australia; (I.W.L.); (T.G.B.)
| | - Tom G. Briffa
- School of Population and Global Health, The University of Western Australia, Perth 6009, Australia; (I.W.L.); (T.G.B.)
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A propensity score-matched analysis indicates screening for asymptomatic coronary artery disease does not predict cardiac events in kidney transplant recipients. Kidney Int 2020; 99:431-442. [PMID: 33171171 DOI: 10.1016/j.kint.2020.10.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 09/09/2020] [Accepted: 10/02/2020] [Indexed: 12/14/2022]
Abstract
Screening for asymptomatic coronary artery disease prior to kidney transplantation aims to reduce peri- and post-operative cardiac events. It is uncertain if this is achieved. Here, we investigated whether pre-transplant screening with a stress test or coronary angiogram associated with any difference in major adverse cardiac events (MACE) up to five years post-transplantation. We examined a national prospective cohort recruited to the Access to Transplant and Transplant Outcome Measures study who received a kidney transplant between 2011-2017, and linked patient demographics and details of cardiac screening investigations to outcome data extracted from the Hospital Episode Statistics dataset and United Kingdom Renal Registry. Propensity score matched groups were analyzed using Kaplan-Meier and Cox survival analyses. Overall, 2572 individuals were transplanted in 18 centers; 51% underwent screening and the proportion undergoing screening by center ranged from 5-100%. The incidence of MACE at 90 days, one and five years was 0.9%, 2.1% and 9.4% respectively. After propensity score matching based on the presence or absence of screening, 1760 individuals were examined (880 each in screened and unscreened groups). There was no statistically significant association between screening and MACE at 90 days (hazard ratio 0.80, 95% Confidence Interval 0.31-2.05), one year (1.12, 0.51-2.47) or five years (1.31, 0.86-1.99). Age, male sex and history of ischemic heart disease were associated with MACE. Thus, there is no association between screening for asymptomatic coronary artery disease and MACE up to five years post-transplant. Practices involving unselected screening of transplant recipients should be reviewed.
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Nouri F, Feizi A, Taheri M, Mohammadifard N, Khodarahmi S, Sadeghi M, Sarrafzadegan N. Temporal Trends of the Incidence of Ischemic Heart Disease in Iran Over 15 Years: A Comprehensive Report from a Multi-Centric Hospital-Based Registry. Clin Epidemiol 2020; 12:847-856. [PMID: 32848474 PMCID: PMC7429231 DOI: 10.2147/clep.s259953] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 07/19/2020] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND We sought to explore the temporal trend of ischemic heart disease (IHD) incidence rate (IR) in a large city of Iran. METHODS The study population comprised hospitalized patients who were living in Isfahan, Iran, with first or recurrent IHD during the period of 2001 to 2016. To identify patients, clinical diagnostic codes were applied according to the International Classification of Diseases 10 (ICD-10: I20.0, I21-I25) and the "World Health Organization Monitoring Trends and Determinants in Cardiovascular Disease" diagnostic categories (WHO-MONICA). Using a direct method, we calculated age-, sex-, and place-of-residence-adjusted incidence rates based on multiple reference populations. To examine the long-term trend for the IR, a bootstrap robust zero-truncated negative binomial regression model was used. RESULTS A total of 102,254 hospitalized patients, with a mean (SD) age of 61.85 (12.79), were registered between 2001 and 2016. After an initial reduction from 2006 to 2010, crude and adjusted IRs of IHD increased between 2010 and 2016. We further observed a significant increasing long-term temporal trend in the IR with an average annual change of 1.42% to 3.36% over the study period. CONCLUSION Our findings showed a decreasing trend in the IR of IHD between 2006 and 2010, possibly attributed to the comprehensive community-based interventions named "Isfahan Healthy Heart Program" performed from 2001 to 2007, followed by an increase in the adjusted IR of IHD between 2010 and 2016 in Isfahan; this indicates the importance of continuing the preventive measures to preclude the risk factors of cardiovascular diseases in our population.
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Affiliation(s)
- Fatemeh Nouri
- Pediatric Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Taheri
- Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Noushin Mohammadifard
- Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Somayeh Khodarahmi
- Heart Failure Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Masoumeh Sadeghi
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Nizal Sarrafzadegan
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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