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1.
Can J Diabetes ; 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38663790

ABSTRACT

OBJECTIVES: The Hypoglycemia During Hospitalization (HyDHo) score predicts hypoglycemia in a population of Canadian inpatients by assigning various weightings to 5 key clinical criteria known at the time of admission, in particular age, recent presentation to an emergency department, insulin use, use of oral hypoglycemic agents, and chronic kidney disease. Our aim in this study was to externally validate the HyDHo score by applying this risk calculator to an Australian population of inpatients with diabetes. METHODS: This study was a retrospective data analysis of a subset of the Diabetes IN-hospital: Glucose & Outcomes (DINGO) cohort. The HyDHo score was applied based on clinical information known at the time of admission to stratify risk of inpatient hypoglycemia. RESULTS: The HyDHo score was applied to 1,015 patients, generating a receiver-operating characteristic c-statistic of 0.607. A threshold of ≥9, as per the original study, generated a sensitivity of 83% and specificity of 20%. A threshold of ≥10, to better suit this Australian population, generated a sensitivity of 90% and specificity of 34%. The HyDHo score has been externally valid in a geographically different population; in fact, it outperformed the original study after accounting for local hypoglycemia rates. CONCLUSIONS: Our findings support the external validity of the HyDHo score in a geographically different population. Application of this simple and accessible tool can serve as an adjunct to predict an inpatient's risk of hypoglycemia and guide more appropriate glucose monitoring and diabetes management.

2.
Article in English | MEDLINE | ID: mdl-38279945

ABSTRACT

CONTEXT: Hyperglycemia in hospital inpatients without pre-existing diabetes is associated with increased mortality. However, the independent contribution of hyperglycemia to healthcare-associated infection (HAI), acute kidney injury (AKI), and stroke is unclear. OBJECTIVE: To investigate the relationship between hyperglycemia and adverse clinical outcomes in hospital for patients with and without diabetes. DESIGN: Diabetes IN-hospital: Glucose and Outcomes (DINGO) was a 26-week (October 2019 - March 2020) prospective cohort study. Clinical and glucose data were collected up to the 14th day of admission. Primary stratification was by hyperglycemia, defined as ≥2 random capillary blood glucose (BG) measurements ≥11.1 mmol/L (≥200 mg/dL). Propensity weighting for nine clinical characteristics, was performed to allow interrogation of causality. To maintain the positivity assumption, patients with HbA1c > 12.0% were excluded and pre-hospital treatment not adjusted for. SETTING: The Royal Melbourne Hospital, a quaternary referral hospital in Melbourne, Australia. PATIENTS: Admissions with at least two capillary glucose values and length of stay >24 hours were eligible, with half randomly sampled. OUTCOME MEASURES: HAI, AKI, stroke, and mortality. RESULTS: Of 2,558 included admissions, 1,147 (45%) experienced hyperglycemia in hospital. Following propensity-weighting and adjustment, hyperglycemia in hospital was found to, independently of nine covariables, contribute an increased risk of in-hospital HAI (130 [11.3%] vs.100 [7.1%], adjusted odds ratio [aOR] 1.03, 95% confidence interval [95%CI] 1.01-1.05, p = 0.003), AKI (120 [10.5%] vs. 59 [4.2%], aOR 1.07, 95%CI 1.05-1.09, p < 0.001), and stroke (10 [0.9%] vs. 1 [0.1%], aOR 1.05, 95%CI 1.04-1.06, p < 0.001). CONCLUSIONS: In hospital inpatients (HbA1c ≤ 12.0%), irrespective of diabetes status and pre-hospital glycaemia, hyperglycemia increases the risk of in-hospital HAI, AKI, and stroke compared with those not experiencing hyperglycemia.

3.
Crit Care Resusc ; 25(2): 65-70, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37876598

ABSTRACT

Objective: This article aims to quantify prevalence of patient aggression or threatened/actual violence during critical illness. Design: This is a retrospective cohort study. Setting: This study was conducted in single adult trauma intensive care unit (ICU). Participants: Patients aged 18 years or over, admitted between January 2015 and December 2020, who triggered a "Code Grey" response due to aggression or threatened/actual violence. Main outcome measure: The primary outcome was prevalence of Code Grey events. Secondary outcomes included unadjusted and adjusted (logistic mixed model) effects of patient demographics, diagnoses and severity of illness on Code Grey events. Results: There were 16175 ICU admissions relating to 14085 patients and 807 Code Grey events involving 379 (2.7%) patients. The observed count of events increased progressively from 2015 (n = 77) to 2020 (n = 204). For patients with a Code Grey, the median count of events was 3 (range 1-33). Independent predictors of at least one ICU Code Grey event included male sex (OR 2.5; 95% CI 1.8 to 3.4), young age (most elevated odds ratio in patients 20-30 years), admission from the emergency department (OR 2.8, 95% CI 2.1 to 3.6) and a trauma diagnosis (OR 1.4, 95% CI 1.1 to 1.9). Code Grey patients had longer admissions with a reduced risk of death. Conclusions: The prevalence of Code Grey events in ICU appears to be increasing. Patients may have repeated events. Younger male patients admitted to ICU via the emergency department with a trauma or medical diagnosis are at greatest risk of a Code Grey event.

5.
ANZ J Surg ; 92(1-2): 172-179, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34403202

ABSTRACT

BACKGROUND: The COVID-19 pandemic has had a profound effect on the presentation and management of trauma at the Royal Melbourne Hospital, a level 1 adult major trauma service and a designated COVID-19 hospital. This study compares the changes in epidemiology and trauma patient access to emergency imaging and surgery during the pandemic response. METHODS: The population of interest was all trauma patients captured in the hospital's trauma registry from 16 March 2016 to 10 September 2020. Regression modelling assessed changes in mechanism and severity of the injury, and mortality during two lockdowns compared with the proceeding 4 years. Cases were matched with hospital administrative databases to assess mean time from admission to emergency computed tomography (CT) scan, operating theatre, length of stay (LOS) and immediate surgery (OPSTAT). RESULTS: Throughout 2020, the hospital treated 525 COVID-19 patients. Compared with previous years, there was up to 34% reduction in major trauma and a 28% reduction in minor trauma admissions during the pandemic (p < 0.05). Intensive care unit admissions were almost half of predicted. Some of the largest reductions were seen in motor vehicle crashes (49%) and falls (28%) (p < 0.05). Time to CT, surgery and immediate surgery (OPSTAT) showed no change and having a suspected COVID-19 diagnosis did not prolong any of these times except for the LOS. Mortality was similar to previous years. CONCLUSION: The COVID-19 pandemic has had widespread societal changes, resulting in a substantial decrease in trauma presentations. Despite COVID's immense impact on the hospital's trauma service, the quality of care was not impaired.


Subject(s)
COVID-19 , Pandemics , Adult , COVID-19/epidemiology , COVID-19 Testing , Communicable Disease Control , Emergency Service, Hospital , Humans , Retrospective Studies , SARS-CoV-2 , Trauma Centers
6.
BMJ Open ; 11(6): e045975, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34168026

ABSTRACT

OBJECTIVES: The threat of a pandemic, over and above the disease itself, may have significant and broad effects on a healthcare system. We aimed to describe the impact of the SARS-CoV-2 pandemic (during a relatively low transmission period) and associated societal restrictions on presentations, admissions and outpatient visits. DESIGN: We compared hospital activity in 2020 with the preceding 5 years, 2015-2019, using a retrospective cohort study design. SETTING: Quaternary hospital in Melbourne, Australia. PARTICIPANTS: Emergency department presentations, hospital admissions and outpatient visits from 1 January 2015 to 30 June 2020, n=896 934 episodes of care. INTERVENTION: In Australia, the initial peak COVID-19 phase was March-April. PRIMARY AND SECONDARY OUTCOME MEASURES: Separate linear regression models were fitted to estimate the impact of the pandemic on the number, type and severity of emergency presentations, hospital admissions and outpatient visits. RESULTS: During the peak COVID-19 phase (March and April 2020), there were marked reductions in emergency presentations (10 389 observed vs 14 678 expected; 29% reduction; p<0.05) and hospital admissions (5972 observed vs 8368 expected; 28% reduction; p<0.05). Stroke (114 observed vs 177 expected; 35% reduction; p<0.05) and trauma (1336 observed vs 1764 expected; 24% reduction; p<0.05) presentations decreased; acute myocardial infarctions were unchanged. There was an increase in the proportion of hospital admissions requiring intensive care (7.0% observed vs 6.0% expected; p<0.05) or resulting in death (2.2% observed vs 1.5% expected; p<0.05). Outpatient attendances remained similar (30 267 observed vs 31 980 expected; 5% reduction; not significant) but telephone/telehealth consultations increased from 2.5% to 45% (p<0.05) of total consultations. CONCLUSIONS: Although case numbers of COVID-19 were relatively low in Australia during the first 6 months of 2020, the impact on hospital activity was profound.


Subject(s)
COVID-19 , Emergency Service, Hospital/statistics & numerical data , Hospitalization/statistics & numerical data , Telemedicine , Australia/epidemiology , COVID-19/epidemiology , Cohort Studies , Humans , Outpatient Clinics, Hospital/statistics & numerical data , Retrospective Studies , Telemedicine/statistics & numerical data
7.
Crit Care Resusc ; 23(4): 364-373, 2021 Dec 06.
Article in English | MEDLINE | ID: mdl-38046690

ABSTRACT

Objective: Traumatic brain injury (TBI) patients with prolonged intensive care unit (ICU) stay are at risk of secondary intracranial haemorrhage (ICH) and venous thromboembolism (VTE). We aimed to study VTE prophylaxis, secondary ICH, and VTE prevalence and outcomes in this population. Design: Retrospective observational study. Setting: Level 1 trauma centre ICU. Patients: One hundred TBI patients receiving prolonged ICU treatment (≥ 7 days). Interventions: We collected data from medical records, pathology and radiology systems, and hospital and ICU admission databases. We analysed patient characteristics, interventions, episodes and types of secondary ICH and VTE, and timing and dosage of VTE prophylaxis. Results: Data from the 100 patients in our study showed that early use of compression stockings and pneumatic calf compression was common (75% and 91% in the first 3 days, respectively). VTE chemoprophylaxis, however, was only used in 14% of patients by Day 3 and > 50% by Day 10. We observed VTE in 12 patients (10 as pulmonary embolism), essentially all after Day 6. Radiologically confirmed secondary ICH occurred in 43% of patients despite normal coagulation. However, 72% of ICH events (42/58) were radiologically mild, and the median time of onset of ICH was Day 1, when only 3% of patients were on chemical prophylaxis. Moreover, 82% of secondary ICH events (48/58) occurred in the first 3 days, with no severe ICH thereafter. Conclusions: In TBI patients receiving prolonged ICU treatment, early chemical VTE prophylaxis was uncommon. Early secondary ICH was common and mostly radiologically mild, whereas later secondary ICH was essentially absent. In contrast, early VTE was essentially absent, whereas later VTE was relatively common. Earlier chemical VTE prophylaxis and/or ultrasound screening in this population appears logical.

8.
J Telemed Telecare ; 26(4): 232-238, 2020 May.
Article in English | MEDLINE | ID: mdl-30449243

ABSTRACT

Royal Melbourne Hospital (RMH) performs over 140 kidney transplant operations annually. Kidney transplant recipients require regular medical review, which results in loss of time and costs from travel, particularly for regional patients, and places high demand on the hospital outpatient service. The RMH renal transplant unit initiated a telehealth service in 2016 to provide cost effective, patient-centred clinical care for regional patients. To date, 263 clinical reviews have been conducted via telehealth, potentially saving 203,202 kilometres in travel distance; 2771 hours in car travel time; an estimated AUD $31,048 in petrol savings and 51 tonnes CO2 equivalents of greenhouse gas emissions. Lessons learnt have included the importance of using technology that allows patients to access telehealth from their place of choice. The option of a joint consultation with local healthcare providers has facilitated the development of extended care networks for our patients. Incorporation of telehealth into our outpatient system has been achieved with the existing nephrology workforce, making it a sustainable long-term review option. Our renal transplant telehealth outpatient clinic has been a successful change in the way we provide care to regional patients. Formal comparison of clinical outcomes and the patient experience of telehealth versus in person reviews are underway.


Subject(s)
Ambulatory Care/organization & administration , Kidney Transplantation/rehabilitation , Referral and Consultation/statistics & numerical data , Telemedicine/statistics & numerical data , Ambulatory Care Facilities , Female , Follow-Up Studies , Humans , Male , Nephrology/methods , Patient-Centered Care/organization & administration
9.
BMJ Case Rep ; 12(9)2019 Sep 30.
Article in English | MEDLINE | ID: mdl-31570351

ABSTRACT

Atrial myxomas are the most common primary neoplasms of the heart. Clinical presentation varies from asymptomatic incidental masses to serious life-threatening cardiovascular complications. We describe the case of a 37-year-old man who presented with both coronary and cerebral embolisation secondary to an atrial myxoma in the context of a recent normal transthoracic echocardiogram.


Subject(s)
Atrial Fibrillation/etiology , Chest Pain/etiology , Echocardiography , Heart Atria/pathology , Heart Neoplasms/pathology , Myxoma/pathology , Thromboembolism/etiology , Adult , Atrial Fibrillation/diagnostic imaging , Atrial Fibrillation/physiopathology , Cardiac Surgical Procedures , Coronary Angiography , Disease Progression , Heart Atria/diagnostic imaging , Heart Neoplasms/diagnostic imaging , Heart Neoplasms/surgery , Humans , Male , Myxoma/diagnostic imaging , Myxoma/surgery , Thromboembolism/diagnostic imaging , Thromboembolism/physiopathology , Treatment Outcome
10.
Med J Aust ; 193(9): 543-5, 2010 Nov 01.
Article in English | MEDLINE | ID: mdl-21034390

ABSTRACT

Liver abscess due to Klebsiella pneumoniae infection has been widely reported in Asia, but rarely reported in Australia until now. We describe four previously well Asian-born patients who presented across Australia with community-acquired K. pneumoniae liver abscesses. With prompt recognition, appropriate antibiotics and early drainage, outcome is significantly improved, although vigilance for metastatic complications is essential.


Subject(s)
Klebsiella Infections/diagnosis , Liver Abscess/microbiology , Travel , Adult , Aged , Anti-Bacterial Agents/therapeutic use , Asia/ethnology , Australia , Communicable Diseases, Emerging/diagnosis , Communicable Diseases, Emerging/therapy , Community-Acquired Infections/diagnosis , Community-Acquired Infections/therapy , Drainage , Female , Humans , Klebsiella Infections/therapy , Klebsiella pneumoniae , Liver Abscess/therapy , Male , Middle Aged , Tomography, X-Ray Computed
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