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Tsang JNJ, Bacchi S, Ovenden CD, Goh R, Kovoor JG, Gupta AK, Min Le Y, Lam A, Stretton B, To MS, Woodman R, Mangoni AA, Malycha J. Meeting medical emergency response criteria for hypertension is not associated with an increased likelihood of in-hospital mortality in a tertiary referral center. Resusc Plus 2024; 19:100679. [PMID: 38912533 PMCID: PMC11190537 DOI: 10.1016/j.resplu.2024.100679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 05/22/2024] [Accepted: 05/24/2024] [Indexed: 06/25/2024] Open
Abstract
Backgrounds Rapid response team or medical emergency team (MET) calls are typically activated by significant alterations of vital signs in inpatients. However, the clinical significance of a specific criterion, blood pressure elevations, is uncertain. Objectives The aim of this study was to evaluate the likelihood ratios associated with MET-activating vital signs, particularly in-patient hypertension, for predicting in-hospital mortality among general medicine inpatients who met MET criteria at any point during admission in a South Australian metropolitan teaching hospital. Results Among the 15,734 admissions over a two-year period, 4282 (27.2%) met any MET criteria, with a positive likelihood ratio of 3.05 (95% CI 2.93 to 3.18) for in-hospital mortality. Individual MET criteria were significantly associated with in-hospital mortality, with the highest positive likelihood ratio for respiratory rate ≤ 7 breaths per minute (9.83, 95% CI 6.90 to 13.62), barring systolic pressure ≥ 200 mmHg (LR + 1.26, 95% CI 0.86 to 1.69). Conclusions Our results show that meeting the MET criteria for hypertension, unlike other criteria, was not significant associated with in-hospital mortality. This observation warrants further research in other patient cohorts to determine whether blood pressure elevations should be routinely included in MET criteria.
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Kovoor JG, Stretton B, Gupta AK, Bacchi S. The Rosetta System: Lessons for rural Australian health care from successful implementation of a hospital-wide natural language processing system in metropolitan South Australia. Aust J Rural Health 2024. [PMID: 38888239 DOI: 10.1111/ajr.13153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
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Goh R, Bacchi S, Kovoor JG, Gupta AK, Tan S, Stretton B, Ovenden CD, To MS, Moey A, Schultz D, Li JY, Juneja R, Kleinig T, Jannes J. Renal disease is not associated with delays in hyperacute stroke management in South Australia. Emerg Med Australas 2024; 36:479-481. [PMID: 38374542 DOI: 10.1111/1742-6723.14378] [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: 09/02/2023] [Revised: 01/18/2024] [Accepted: 02/01/2024] [Indexed: 02/21/2024]
Abstract
OBJECTIVE The aims of the present study were to determine how renal disease is associated with the time to receive hyperacute stroke care. METHODS The present study involved a 5-year cohort of all patients admitted to stroke units in South Australia. RESULTS In those with pre-existing renal disease there were no significant differences in the time taken to receive a scan, thrombolysis or endovascular thrombectomy. CONCLUSIONS The present study shows that in protocolised settings there were no significant delays in hyperacute stroke management for patients with renal disease.
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Kovoor JG, Bacchi S, Nann SD, Luo Y, Stretton B, Gupta AK, Zaka A, Warren LR, Clarke JM, Gluck S, Vanlint AS, Chan W, Marshall-Webb M. All Aboard: Towards Standardisation of Surgical Resident Onboarding. JOURNAL OF SURGICAL EDUCATION 2024; 81:769-771. [PMID: 38658311 DOI: 10.1016/j.jsurg.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 03/02/2024] [Indexed: 04/26/2024]
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Kovoor JG, Santhosh S, Stretton B, Tan S, Gouldooz H, Moorthy S, Pietris J, Hannemann C, Yu LK, Johnson R, Reddi BA, Gupta AK, Wagner M, Page GJ, Kovoor P, Bastiampillai T, Maddocks I, Perry SW, Wong ML, Licinio J, Bacchi S. Near-death experiences after cardiac arrest: a scoping review. DISCOVER MENTAL HEALTH 2024; 4:19. [PMID: 38806961 PMCID: PMC11133272 DOI: 10.1007/s44192-024-00072-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 05/24/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND This scoping review aimed to characterise near-death experiences in the setting of cardiac arrest, a phenomenon that is poorly understood and may have clinical consequences. METHOD PubMed/MEDLINE was searched to 23 July 2023 for prospective studies describing near-death experiences in cardiac arrest. PRISMA-ScR guidelines were adhered to. Qualitative and quantitative data were synthesised. Meta-analysis was precluded due to data heterogeneity. RESULTS 60 records were identified, of which 11 studies involving interviews were included from various countries. Sample size ranged from 28-344, and proportion of female patients (when reported) was 0-50%, with mean age (when reported) ranging 54-64 years. Comorbidities and reasons for cardiac arrest were heterogeneously reported. Incidence of near-death experiences in the included studies varied from 6.3% to 39.3%; with variation between in-hospital (6.3-39.3%) versus out-of-hospital (18.9-21.2%) cardiac arrest. Individual variables regarding patient characteristics demonstrated statistically significant association with propensity for near-death experiences. Reported content of near-death experiences tended to reflect the language of the questionnaires used, rather than the true language used by individual study participants. Three studies conducted follow-up, and all suggested a positive life attitude change, however one found significantly higher 30-day all-cause mortality in patients with near-death experiences versus those without, in non-controlled analysis. CONCLUSIONS From prospective studies that have investigated the phenomenon, near-death experiences may occur in as frequent as over one-third of patients with cardiac arrest. Lasting effects may follow these events, however these could also be confounded by clinical characteristics.
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Kovoor JG, Stretton B, Spajic L, Moseley G, Brown H, Nann SD, Leslie A, Gupta AK, Zaka A, Luo Y, Gluck S, Marshall-Webb M, Bacchi S. Farm to bedside: Collaboration with local farmers to supply rural Australian hospital food. Aust J Rural Health 2024. [PMID: 38803080 DOI: 10.1111/ajr.13142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/12/2024] [Accepted: 05/15/2024] [Indexed: 05/29/2024] Open
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Gupta AK, Bacchi S, Kovoor JG, Jiang M, Stretton B, Zaka A, He C, Vallely MP, Kovoor P, Bennetts JS, Maddern GJ. Re: "Rates and risk factors for persistent opioid use after cardiothoracic surgery: A cohort study". Surgery 2024:S0039-6060(24)00273-3. [PMID: 38760233 DOI: 10.1016/j.surg.2024.04.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 04/13/2024] [Accepted: 04/16/2024] [Indexed: 05/19/2024]
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Zaka A, Mutahar D, Ponen K, Abtahi J, Mridha N, Williams AB, Kamali M, Kovoor JG, Bacchi S, Gupta AK, Psaltis PJ, Bhamidipaty V. Prognostic value of left ventricular systolic function before vascular surgery: a systematic review. ANZ J Surg 2024; 94:826-832. [PMID: 38305060 DOI: 10.1111/ans.18866] [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: 10/03/2023] [Revised: 12/21/2023] [Accepted: 01/08/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Vascular surgery carries a high risk of post-operative cardiac complications. Recent studies have shown an association between asymptomatic left ventricular systolic dysfunction and increased risk of major adverse cardiovascular events (MACE). This systematic review aims to evaluate the prognostic value of left ventricular function as determined by left ventricular ejection fraction (LVEF) measured by resting echocardiography before vascular surgery. METHODS This review conformed to PRISMA and MOOSE guidelines. PubMed, OVID Medline and Cochrane databases were searched from inception to 27 October 2022. Eligible studies assessed vascular surgery patients, with multivariable-adjusted or propensity-matched observational studies measuring LVEF via resting echocardiography and providing risk estimates for outcomes. The primary outcomes measures were all-cause mortality and congestive heart failure at 30 days. Secondary outcome included the composite outcome MACE. RESULTS Ten observational studies were included (4872 vascular surgery patients). Studies varied widely in degree of left ventricular systolic dysfunction, symptom status, and outcome reporting, precluding reliable meta-analysis. Available data demonstrated a trend towards increased incidence of all-cause mortality, congestive heart failure and MACE in patients with pre-operative LVEF <50%. Methodological quality of the included studies was found to be of moderate quality according to the Newcastle Ottawa Checklist. CONCLUSION The evidence surrounding the prognostic value of LVEF measurement before vascular surgery is currently weak and inconclusive. Larger scale, prospective studies are required to further refine cardiac risk prediction before vascular surgery.
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Daniel J, Glynatsis JM, Kovoor JG, Stretton B, Bacchi S, Ovenden CD, To MS, Goh R, Hewitt JN, Sahota RS, Chan JCY, Ramponi F, Krishnan G, Gupta AK. Sensorineural hearing loss after cardiac surgery: a systematic review. ANZ J Surg 2024; 94:536-544. [PMID: 37872745 DOI: 10.1111/ans.18742] [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: 04/23/2022] [Revised: 06/19/2023] [Accepted: 10/02/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND Sensorineural hearing loss (SNHL) may occur following cardiac surgery. Although preventing post-operative complications is vitally important in cardiac surgery, there are few guidelines regarding this issue. This review aimed to characterize SNHL after cardiac surgery. METHOD This systematic review was registered on PROSPERO and conducted in accordance with PRISMA guidelines. A systematic search of the PubMed, Embase and Cochrane Library were conducted from inception. Eligibility determination, data extraction and methodological quality analysis were conducted in duplicate. RESULTS There were 23 studies included in the review. In the adult population, there were six cohort studies, which included 36 cases of hearing loss in a total of 7135 patients (5.05 cases per 1000 operations). In seven cohort studies including paediatric patients, there were 88 cases of hearing loss in a total of 1342 operations. The majority of cases of hearing loss were mild in the adult population (56.6%). In the paediatric population 59.2% of hearing loss cases had moderate or worse hearing loss. The hearing loss most often affected the higher frequencies, over 6000 Hz. There have been studies indicating an association between hearing loss and extracorporeal circulation, but cases have also occurred without this intervention. CONCLUSION SNHL is a rare but potentially serious complication after cardiac surgery. This hearing loss affects both paediatric and adult populations and may have significant long-term impacts. Further research is required, particularly with respect to the consideration of screening for SNHL in children after cardiac surgery.
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Sutaoney P, Rai SN, Sinha S, Choudhary R, Gupta AK, Singh SK, Banerjee P. Current perspective in research and industrial applications of microbial cellulases. Int J Biol Macromol 2024; 264:130639. [PMID: 38453122 DOI: 10.1016/j.ijbiomac.2024.130639] [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: 08/29/2023] [Revised: 01/12/2024] [Accepted: 03/03/2024] [Indexed: 03/09/2024]
Abstract
The natural interactions between various bacteria, fungi, and other cellulolytic microorganisms destroy lignocellulosic polymers. The efficacy of this process is determined by the combined action of three main enzymes: endoglucanases, exo-glucanases, and β-glucosidase. The enzyme attacks the polymeric structure's β-1,4-linkages during the cellulose breakdown reaction. This mechanism is crucial for the environment as it recycles cellulose in the biosphere. However, there are problems with enzymatic cellulose breakdown, including complex cellulase structure, insufficient degradation efficacy, high production costs, and post-translational alterations, many of which are closely related to certain unidentified cellulase properties. These issues impede the practical use of cellulases. A developing area of research is the application of this similar paradigm for industrial objectives. Cellulase enzyme exhibits greater promise in many critical industries, including biofuel manufacture, textile smoothing and finishing, paper and pulp manufacturing, and farming. However, the study on cellulolytic enzymes must move forward in various directions, including increasing the activity of cellulase as well as designing peptides to give biocatalysts their desired attributes. This manuscript includes an overview of current research on different sources of cellulases, their production, and biochemical characterization.
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Kovoor JG, Ittimani C, Godber H, Herath A, Ovenden M, Ovenden CD, Hewitt JN, Zaka A, Ittimani M, Marshall-Webb M, Gupta AK, Stretton B, Bacchi S. No shortcuts: False economy prevention during artificial intelligence implementation in rural Australian health care. Aust J Rural Health 2024; 32:408-410. [PMID: 38506496 DOI: 10.1111/ajr.13104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 02/27/2024] [Accepted: 03/04/2024] [Indexed: 03/21/2024] Open
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Bacchi S, Kovoor JG, Goh R, Gupta AK, Tan S, Ovenden CD, To MS, Moey A, Sanders P, Chew DP, Schultz D, Kovoor P, Kleinig T, Jannes J. Pre-stroke anticoagulation for atrial fibrillation in primary English speakers and non-primary English speakers: a multicentre retrospective cohort study. Intern Med J 2024; 54:620-625. [PMID: 37860995 DOI: 10.1111/imj.16253] [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: 05/05/2023] [Accepted: 09/16/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Anticoagulation can prevent most strokes in individuals with atrial fibrillation (AF); however, many people presenting with stroke and known AF are not anticoagulated. Language barriers and poor health literacy have previously been associated with decreased patient medication adherence. The association between language barriers and initiation of anticoagulation therapy for AF is uncertain. AIMS The aims of this study were to determine whether demographic factors, including non-English primary language, were (1) associated with not being initiated on anticoagulation for known AF prior to admission with stroke, and (2) associated with non-adherence to anticoagulation in the setting of known AF prior to admission with stroke. METHODS A multicentre retrospective cohort study was conducted for consecutive individuals admitted to the three South Australian tertiary hospitals with stroke units over a 5-year period. RESULTS There were 6829 individuals admitted with stroke. These cases included 5835 ischaemic stroke patients, 1333 of whom had pre-existing AF. Only 40.0% presenting with ischaemic stroke in the setting of known pre-existing AF were anticoagulated. When controlling for demographics, socioeconomic status and past medical history (including the components of the CHADS2VASC score and anticoagulation contraindications), having a primary language other than English was associated with a lower likelihood of having been commenced on anticoagulant for known pre-stroke AF (odds ratio: 0.52, 95% confidence interval: 0.36-0.77, P = 0.001), but was not associated with a differing likelihood of anticoagulation adherence. CONCLUSIONS A significant proportion of patients with stroke have pre-existing unanticoagulated AF; these rates are substantially higher if the primary language is other than English. Targeted research and interventions to minimise evidence-treatment gaps in this cohort may significantly reduce stroke burden.
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Wilson-Smith AR, Wilson-Smith CJ, Smith JS, Ng D, Muston BT, Eranki A, Williams ML, Ussher N, Gupta AK. The outcomes of concomitant catheter ablation in non-mitral valve cardiac surgery-a systematic review and meta-analysis of the literature. Ann Cardiothorac Surg 2024; 13:108-116. [PMID: 38590993 PMCID: PMC10998963 DOI: 10.21037/acs-2023-afm-17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 01/17/2024] [Indexed: 04/10/2024]
Abstract
Background Atrial fibrillation (AF) is the most common form of cardiac arrythmia, with a key importance in the perioperative setting of cardiac surgery. In recent years, the question as to whether pre-existent AF should be treated concomitantly when undergoing cardiac surgery has been heatedly debated. This systematic review and meta-analysis sought to delineate the outcomes of patients undergoing concomitant AF ablation procedures alongside cardiac surgery. Methods The methods for this systematic review and meta-analysis adhered to the Preferred Reporting Items for Systematic Reviews and Meta-analyses statement. Four databases were searched, ultimately yielding 22 papers for inclusion, using appropriate search terminology. Meta-analysis using proportions or means, as appropriate, were applied. Kaplan-Meier curves were digitized and aggregated using previously reported and validated techniques. Results A total of 9,428 patients (67% male) were identified across the study period as having received non-mitral cardiac surgery and concomitant AF ablation procedures. On actuarial assessment, freedom from AF was found to be 93%, 88%, 85%, 82%, and 79% at 1 through to 5 years, respectively. Freedom from mortality was found to be 94%, 93%, 91%, 90%, and 87% at 1 through to 5 years, respectively. Conclusions This review demonstrated excellent freedom from AF out to a long-term follow-up of 5 years. Freedom from mortality was also encouraging. Emerging data are increasingly illustrating that in this patient cohort, concurrent treatment of pre-existent AF with cardiac and/or valvular disease at the point of operation should be the standard of care. Robust data in the form of randomized control trials will hopefully solidify this assertion.
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Eranki A, Muston B, Ng D, Wilson-Smith AR, Gupta AK. Atrial fibrillation ablation during robotic mitral valve surgery: a systematic review and meta-analysis. Ann Cardiothorac Surg 2024; 13:117-125. [PMID: 38590987 PMCID: PMC10998967 DOI: 10.21037/acs-2023-afm-20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 02/13/2024] [Indexed: 04/10/2024]
Abstract
Background Atrial fibrillation (AF) is the most common arrhythmia, and is also associated with mitral valve disease. Although the benefits of robotic mitral valve surgery are well documented, literature combining robotic mitral valve surgery with AF surgery remains sparse. The aim of this systematic review and meta-analysis is to evaluate the evidence assessing the efficacy and safety of AF ablation during robotic mitral valve surgery. Methods Five electronic databases were searched from inception to April 2023. All studies reporting the primary outcome, freedom from AF, for patients with a history of AF undergoing robotic mitral valve surgery and AF ablation were identified. Studies which included mixed cohorts, or patients who did not undergo robotic mitral valve surgery were excluded. Relevant data were extracted and a meta-analysis of proportions was conducted using a random-effects model. Results Five studies were included with a total of 241 patients. Cohort sizes ranged from 11 to 94 patients. The aggregate mean age was 58.5 years and patients had persistent AF (71.1%). All five studies utilised the da Vinci® Surgical System, and performed variable lesion sets. The freedom from AF was 88.1% at a weighted mean follow-up of 6.9 months. There were two mortalities (0.8%), two patients required conversion to sternotomy (1.4%) and eight required a permanent pacemaker (3.7%). Conclusions AF ablation with robotic mitral valve surgery can be performed with adequate short-term efficacy and safety profile. Current evidence on AF ablation and robotic mitral valve surgery is limited to low-quality retrospective data with inherent selection bias. Further large-scale prospective data is required to verify these results.
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Kovoor JG, Nematzadeh N, Ataie S, Thomas B, Short R, Davey A, Goodrich A, Shrestha T, Gupta AK, Stretton B, Bacchi S, Marshall-Webb M, Kaeppeli R, Navidi M, Liyanage C, Maddern GJ, Barreto SG, Kow L, Padbury RT. Understanding the length of hospital stay after general surgery using a prospectively maintained local database. Surgery 2024:S0039-6060(24)00070-9. [PMID: 38508918 DOI: 10.1016/j.surg.2024.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/31/2024] [Accepted: 02/02/2024] [Indexed: 03/22/2024]
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Kovoor JG, Bacchi S, Sharma P, Sharma S, Kumawat M, Stretton B, Gupta AK, Chan W, Abou-Hamden A, Maddern GJ. Artificial intelligence for surgical services in Australia and New Zealand: opportunities, challenges and recommendations. Med J Aust 2024; 220:234-237. [PMID: 38321813 DOI: 10.5694/mja2.52225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/22/2024] [Indexed: 02/08/2024]
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Kleinig O, Gao C, Kovoor JG, Gupta AK, Bacchi S, Chan WO. How to use large language models in ophthalmology: from prompt engineering to protecting confidentiality. Eye (Lond) 2024; 38:649-653. [PMID: 37798360 PMCID: PMC10920651 DOI: 10.1038/s41433-023-02772-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 09/19/2023] [Accepted: 09/21/2023] [Indexed: 10/07/2023] Open
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Kleinig O, To MS, Ovenden CD, Kovoor JG, Goh R, Lam L, Wenzel T, Tan Y, Harish H, Gupta AK, Gluck S, Gilbert T, Bacchi S. Vital sign measurements demonstrate terminal digit bias and boundary effects. Emerg Med Australas 2024. [PMID: 38413380 DOI: 10.1111/1742-6723.14395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 01/18/2024] [Accepted: 02/14/2024] [Indexed: 02/29/2024]
Abstract
OBJECTIVE The measurement and recording of vital signs may be impacted by biases, including preferences for even and round numbers. However, other biases, such as variation due to defined numerical boundaries (also known as boundary effects), may be present in vital signs data and have not yet been investigated in a medical setting. We aimed to assess vital signs data for such biases. These parameters are clinically significant as they influence care escalation. METHODS Vital signs data (heart rate, respiratory rate, oxygen saturation and systolic blood pressure) were collected from a tertiary hospital electronic medical record over a 2-year period. These data were analysed using polynomial regression with additional terms to assess for underreporting of out-of-range observations and overreporting numbers with terminal digits of 0 (round numbers), 2 (even numbers) and 5. RESULTS It was found that heart rate, oxygen saturation and systolic blood pressure demonstrated 'boundary effects', with values inside the 'normal' range disproportionately more likely to be recorded. Even number bias was observed in systolic heart rate, respiratory rate and blood pressure. Preference for multiples of 5 was observed for heart rate and blood pressure. Independent overrepresentation of multiples of 10 was demonstrated in heart rate data. CONCLUSION Although often considered objective, vital signs data are affected by bias. These biases may impact the care patients receive. Additionally, it may have implications for creating and training machine learning models that utilise vital signs data.
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Maniero C, Ng SM, Collett G, Godec T, Siddiqui I, Antoniou S, Kumar A, Janmohamed A, Nair S, Kotecha A, Khan R, Khanji MY, Kapil V, Gupta J, Gupta AK. Differential impact of COVID-19 on mental health and burnout. Occup Med (Lond) 2024; 74:45-52. [PMID: 37040624 PMCID: PMC10875923 DOI: 10.1093/occmed/kqad011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023] Open
Abstract
BACKGROUND There may be differential impact of the COVID-19 pandemic on mental health and burnout rates of healthcare professionals (HCPs) performing different roles. AIMS To examine mental health and burnout rates, and possible drivers for any disparities between professional roles. METHODS In this cohort study, online surveys were distributed to HCPs in July-September 2020 (baseline) and re-sent 4 months later (follow-up; December 2020) assessing for probable major depressive disorder (MDD), generalized anxiety disorder (GAD), insomnia, mental well-being and burnout (emotional exhaustion and depersonalization). Separate logistic regression models (at both phases) compared the risk of outcomes between roles: healthcare assistants (HCAs), nurses and midwives (nurses), allied health professionals (AHPs) and doctors (reference group). Separate linear regression models were also developed relating the change in scores to professional role. RESULTS At baseline (n = 1537), nurses had a 1.9-fold and 2.5-fold increased risk of MDD and insomnia, respectively. AHPs had a 1.7-fold and 1.4-fold increased risk of MDD and emotional exhaustion, respectively. At follow-up (n = 736), the disproportionate risk between doctors and others worsened: nurses and HCAs were at 3.7-fold and 3.6-fold increased risk of insomnia, respectively. Nurses also had a significantly increased risk of MDD, GAD, poor mental well-being and burnout. Nurses also had significantly worsened anxiety, mental well-being and burnout scores over time, relative to doctors. CONCLUSIONS Nurses and AHPs had excess risk of adverse mental health and burnout during the pandemic, and this difference worsened over time (in nurses especially). Our findings support adoption of targeted strategies accounting for different HCP roles.
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Kovoor JG, Gupta AK, Bacchi S, Stretton B, O'Callaghan PG, Murphy E, Hugh TJ, Padbury RT, Trochsler MI, Maddern GJ. Achieving equity: patient demographics and outcomes after surgical and non-surgical procedures in South Australia, 2022. ANZ J Surg 2024; 94:96-102. [PMID: 38291008 DOI: 10.1111/ans.18871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 01/10/2024] [Indexed: 02/01/2024]
Abstract
BACKGROUND Although modern Australian healthcare systems provide patient-centred care, the ability to predict and prevent suboptimal post-procedural outcomes based on patient demographics at admission may improve health equity. This study aimed to identify patient demographic characteristics that might predict disparities in mortality, readmission, and discharge outcomes after either an operative or non-operative procedural hospital admission. METHODS This retrospective cohort study included all surgical and non-surgical procedural admissions at three of the four major metropolitan public hospitals in South Australia in 2022. Multivariable logistic regression, with backwards selection, evaluated association between patient demographic characteristics and outcomes up to 90 days post-procedurally. RESULTS 40 882 admissions were included. Increased likelihood of all-cause, post-procedure mortality in-hospital, at 30 days, and 90 days, were significantly associated with increased age (P < 0.001), increased comorbidity burden (P < 0.001), an emergency admission (P < 0.001), and male sex (P = 0.046, P = 0.03, P < 0.001, respectively). Identification as ATSI (P < 0.001) and being born in Australia (P = 0.03, P = 0.001, respectively) were associated with an increased likelihood of 30-day hospital readmission and decreased likelihood of discharge directly home, as was increased comorbidity burden (P < 0.001) and emergency admission (P < 0.001). Being married (P < 0.001) and male sex (P = 0.003) were predictive of an increased likelihood of discharging directly home; in contrast to increased age (P < 0.001) which was predictive of decreased likelihood of this occurring. CONCLUSIONS This study characterized several associations between patient demographic factors present on admission and outcomes after surgical and non-surgical procedures, that can be integrated within patient flow pathways through the Australian healthcare system to improve healthcare equity.
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Kovoor JG, Gupta AK, Bacchi S, Stretton B, Padbury RT. Power Distance Impacts Surgical Staff and Patients. JOURNAL OF SURGICAL EDUCATION 2024; 81:178-179. [PMID: 38160115 DOI: 10.1016/j.jsurg.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 10/13/2023] [Indexed: 01/03/2024]
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Kovoor JG, Bacchi S, Stretton B, Gupta AK, Maddern GJ, Nelson R. Response to Letter: Update of risk factors for surgical site infection in clean-contaminated wounds after gastroenterological surgery: An analysis of 1,878 participants enrolled in 2 recent randomized control trials for the prevention of surgical site infection. Surgery 2024; 175:570-571. [PMID: 37758635 DOI: 10.1016/j.surg.2023.08.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/16/2023] [Indexed: 09/29/2023]
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23
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Pietris J, Lam A, Bacchi S, Gupta AK, Kovoor JG, Simon S, Slee M, Chan W. The Efficacy, Adverse Effects and Economic Implications of Oral Versus Intravenous Methylprednisolone for the Treatment of Optic Neuritis: A Systematic Review. Semin Ophthalmol 2024; 39:6-16. [PMID: 38013424 DOI: 10.1080/08820538.2023.2287100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 04/27/2023] [Indexed: 11/29/2023]
Abstract
INTRODUCTION Optic neuritis may occur in a variety of conditions, including as a manifestation of multiple sclerosis. Despite significant research into the efficacy of corticosteroids as a first-line treatment, the optimal route of administration has not been well defined. This review aims to explore the efficacy, adverse effects and economic implications of using oral versus intravenous methylprednisolone to treat acute optic neuritis. METHODS A systematic search of the databases PubMed/MEDLINE, Embase and CENTRAL was performed to July 2022, prior to data collection and risk of bias analysis in accordance with the PRISMA guidelines. RESULTS Six articles fulfilled the inclusion criteria. The results showed that in the treatment of acute optic neuritis, oral methylprednisolone has a non-inferior efficacy and adverse effect profile in comparison to intravenous methylprednisolone. In a cost analysis, oral methylprednisolone to be more cost-effective than intravenous methylprednisolone. CONCLUSIONS Oral methylprednisolone has comparable efficacy and adverse effect profiles to intravenous methylprednisolone for the treatment of optic neuritis. The analysis suggests oral administration is more cost-effective than intravenous administration; however, further analyses of the formal cost-benefit ratio are required.
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24
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Wiseman TJ, Kovoor JG, Jiang M, Stretton B, Gupta AK, Bacchi S, Kette FE. Adrenaline autoinjectors for Australian out-of-hospital anaphylaxis: where to from here? Intern Med J 2024; 54:187-189. [PMID: 37926733 DOI: 10.1111/imj.16282] [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: 05/21/2023] [Accepted: 10/01/2023] [Indexed: 11/07/2023]
Abstract
Intramuscular adrenaline autoinjectors are accepted as first-line treatment for out-of-hospital anaphylaxis but face ongoing issues of patient nonadherence related to drug expiry, availability, correct administration, and public recognition of the disease. Adrenaline is associated with possible harms in patients with defined comorbidities but is still considered preferable. Further research and policy is required to facilitate the effective treatment of anaphylaxis.
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25
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Stretton B, Koovor JG, Hains L, Kleinig O, Tan S, Gupta AK, Ittimani M, Dwyer A, McNeil K, Chan W, Cusack M, O'Callaghan PG, Maddison J, Bacchi S. How will the artificial intelligence algorithm work within the constraints of this healthcare system? Intern Med J 2024; 54:190-191. [PMID: 38267379 DOI: 10.1111/imj.16308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 11/30/2023] [Indexed: 01/26/2024]
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