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1.
BMJ Health Care Inform ; 31(1)2024 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-38387992

RESUMO

Objectives In this overview, we describe theObservational Medical Outcomes Partnership Common Data Model (OMOP-CDM), the established governance processes employed in EMR data repositories, and demonstrate how OMOP transformed data provides a lever for more efficient and secure access to electronic medical record (EMR) data by health service providers and researchers.Methods Through pseudonymisation and common data quality assessments, the OMOP-CDM provides a robust framework for converting complex EMR data into a standardised format. This allows for the creation of shared end-to-end analysis packages without the need for direct data exchange, thereby enhancing data security and privacy. By securely sharing de-identified and aggregated data and conducting analyses across multiple OMOP-converted databases, patient-level data is securely firewalled within its respective local site.Results By simplifying data management processes and governance, and through the promotion of interoperability, the OMOP-CDM supports a wide range of clinical, epidemiological, and translational research projects, as well as health service operational reporting.Discussion Adoption of the OMOP-CDM internationally and locally enables conversion of vast amounts of complex, and heterogeneous EMR data into a standardised structured data model, simplifies governance processes, and facilitates rapid repeatable cross-institution analysis through shared end-to-end analysis packages, without the sharing of data.Conclusion The adoption of the OMOP-CDM has the potential to transform health data analytics by providing a common platform for analysing EMR data across diverse healthcare settings.


Assuntos
Saúde Digital , Registros Eletrônicos de Saúde , Humanos , Atenção à Saúde , Bases de Dados Factuais , Gerenciamento de Dados
2.
Stud Health Technol Inform ; 310: 1241-1245, 2024 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-38270013

RESUMO

The Learning Health Systems (LHS) framework demonstrates the potential for iterative interrogation of health data in real time and implementation of insights into practice. Yet, the lack of appropriately skilled workforce results in an inability to leverage existing data to design innovative solutions. We developed a tailored professional development program to foster a skilled workforce. The short course is wholly online, for interdisciplinary professionals working in the digital health arena. To transform healthcare systems, the workforce needs an understanding of LHS principles, data driven approaches, and the need for diversly skilled learning communities that can tackle these complex problems together.


Assuntos
Sistema de Aprendizagem em Saúde , Saúde Digital , Estudos Interdisciplinares , Aprendizagem , Recursos Humanos
3.
Crit Care Resusc ; 25(1): 43-46, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37876992

RESUMO

In 2023, the Australian and New Zealand Intensive Care Society (ANZICS) Registry run by the Centre for Outcomes and Resources Evaluation (CORE) turns 30 years old. It began with the Adult Patient Database, the Australian and New Zealand Paediatric Intensive Care Registry, and the Critical Care Resources Registry, and it now includes Central Line Associated Bloodstream Infections Registry, the Extra-Corporeal Membrane Oxygenation Database, and the Critical Health Resources Information System. The ANZICS Registry provides comparative case-mix reports, risk-adjusted clinical outcomes, process measures, and quality of care indicators to over 200 intensive care units describing more than 200 000 adult and paediatric admissions annually. The ANZICS CORE outlier management program has been a major contributor to the improved patient outcomes and provided significant cost savings to the healthcare sector. Over 200 peer-reviewed papers have been published using ANZICS Registry data. The ANZICS Registry was a vital source of information during the COVID-19 pandemic. Upcoming developments include reporting of long-term survival and patient-reported outcome and experience measures.

4.
Aust Crit Care ; 36(2): 269-273, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-35058119

RESUMO

BACKGROUND: Successful implementation of rapid response teams (RRTs) requires robust data collection and reporting processes. However, there is variation in data collection practice in RRT activity between hospitals, leading to difficulties in quality review, collaboration and research. Although a standardised RRT data collection model would be a key step in addressing this, there is uncertainty regarding existing RRT data collection practice across Victoria. OBJECTIVES: This study was endorsed by Safer Care Victoria (SCV) to evaluate existing RRT data collection practice across Victoria. METHODOLOGY: Between 2016 and 2017, hospitals in Victoria were surveyed on data collection practice for RRT activity. Data collected included the fields populated and the mode of data collection. Qualitative content analysis, utilising a blend of pre-existing frameworks and ground-up data-driven approaches for derivation of a coding frame, was used to identify common categories. Validation of the analysis and results was performed by consultation with stakeholder groups. RESULTS: Twenty five hospitals across 18 health networks contributed data, with a mix of tertiary (9/25), metropolitan (11/25) and rural (5/25) hospitals. Seven hospitals collected data electronically, the remainder using paper with abstraction to electronic spreadsheets. None of the hospitals linked with existing hospital data systems to reduce manual data entry requirements. Dataset size varied from 16 to 97 variables but demonstrated content consistency and could be mapped onto seven key categories (comprising antecedent, afferent, event, post-event, audit, context and patient data). Within each category, there was substantial variation in terminology and variable values, but consistency in the collection of a certain subset of variables. CONCLUSION: Despite broad variation in data collection practice, existing datasets can be readily mapped into seven key categories, with the consistent collection of a subset of variables within each category. These variables could inform the development of a minimum dataset within a standardised RRT reporting framework and accommodate data submission from hospitals of differing resource bases.


Assuntos
Equipe de Respostas Rápidas de Hospitais , Humanos , Vitória , Inquéritos e Questionários , Hospitais
5.
JMIR Form Res ; 6(4): e32619, 2022 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-35297765

RESUMO

BACKGROUND: News of the impact of COVID-19 around the world delivered a brief opportunity for Australian health services to plan new ways of delivering care to large numbers of people while maintaining staff safety through greater physical separation. The rapid pivot to telemedicine and virtual care provided immediate and longer term benefits; however, such rapid-cycle development also created risks. OBJECTIVE: The aim of this study was to understand the sociotechnical aspects of the rapid-cycle development of seven different COVID-19 virtual care tools, and to identify enablers, barriers, and risks at three health services in Victoria, Australia. METHODS: A qualitative, embedded, multiple case study design was adopted. Researchers from three health services collaborated with university researchers who were independent from those health services to gather and analyze structured interview data from key people involved in either clinical or technical aspects of designing and deploying seven different virtual care tools. RESULTS: The overall objectives of each health service reflected the international requirements for managing large numbers of patients safely but remotely and for protecting staff. However, the governance, digital maturity, and specific use cases at each institution shaped the methodology and specific outcomes required. Dependence on key individuals and their domain knowledge within an existing governance framework generally enabled rapid deployment, but sometimes posed barriers. Existing relationships with technical service developers enabled strong solutions, which in some cases were highly scalable. Conventional project methodologies such as steering committees, scope, budget control, tight functional specification, consumer engagement and codesign, universal accessibility, and postimplementation evaluation were ignored almost universally in this environment. CONCLUSIONS: These three health services took a variety of approaches to the rapid-cycle development of virtual care tools to meet their urgent needs for triaging and remote monitoring during the first year of the COVID-19 pandemic. Their experiences provided insights into many social and technical barriers and enablers to the development of virtual care tools. If these are addressed proactively, they will improve clinical governance and technical management of future virtual care. Some changes can be made within individual health services, while others entail health system policy reforms. Enhancing the environment for virtual care tool design and implementation now will yield returns not only during future health emergencies but also in many more routine care settings.

7.
Intern Med J ; 51(11): 1906-1918, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33314585

RESUMO

BACKGROUND: Abnormalities in serum potassium are a well known complication of chronic kidney disease (CKD), but little is known about their impact on inpatient outcomes. AIMS: To better understand the role of dyskalaemia in hospital in-patients, we assessed the epidemiology of potassium disorders among CKD patients, and the association between admission potassium and inpatient mortality or intensive care unit (ICU) requirement. METHODS: This retrospective hospital-based cohort study (n = 11 156) included patients with an estimated glomerular filtration rate (eGFR) <60 mL/min/1.73 m2 admitted to Austin Health between 2014 and 2018 and who had an admission potassium value. Dialysis patients or those with a renal transplant were excluded. Multivariate logistic analysis was conducted to identify factors associated with hyperkalaemia (≥5.5 mmol/L) and hypokalaemia (<3.5 mmol/L). Odds ratios for inpatient mortality and ICU admission between potassium categories were obtained by multivariate regression with adjustments for demographics, renal function and comorbidities. RESULTS: Hyperkalaemia and hypokalaemia were present in 6.86% and 2.94% of hospital admissions respectively. In multivariate regression male sex, lower eGFR, diabetes and cardiac failure were associated with higher odds of hyperkalaemia. Thiazide diuretics, loop diuretics, infectious disease and endocrine pathology were associated with higher odds of hypokalaemia. A U-shaped association was noted between potassium and inpatient mortality. Potassium <4.0 mmol/L and ≥5.0 mmol/L was associated with increased mortality. Only patients with potassium ≥5.5 mmol/L had increased ICU admission risk. CONCLUSION: Derangements in potassium frequently occur in CKD inpatients and are independently associated with higher mortality and ICU requirement. Further studies are required to determine whether interventions to maintain normokalaemia improve outcomes in this population.


Assuntos
Hiperpotassemia , Insuficiência Renal Crônica , Estudos de Coortes , Humanos , Hiperpotassemia/epidemiologia , Masculino , Potássio , Prevalência , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/epidemiologia , Estudos Retrospectivos
8.
Clin Appl Thromb Hemost ; 26: 1076029620925915, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32496878

RESUMO

OBJECTIVE: Thromboelastography (TEG) may provide rapid and clinically important coagulation information in acutely ill patients with chronic liver disease (CLD). Our objective was to describe the relationship between TEG and conventional coagulation tests (CCTs), which has not been previously explored in this population. METHODS: In acutely ill patients with severe CLD (Child-Pugh score > 9, category C), we conducted a prospective observational study investigating coagulation assessment as measured by both CCTs and TEG. We used quantile regression to explore 30 associations between TEG parameters and corresponding CCTs. We compared TEG and CCT measures of coagulation initiation, clot formation, clot strength, and fibrinolysis. RESULTS: We studied 34 patients on a total of 109 occasions. We observed inconsistent associations between TEG and CCT measures of coagulation initiation: TEG (citrated kaolin [CK] assay) standard reaction time and international normalized ratio: R 2 = 0.117 (P = .044). Conversely, there were strong and consistent associations between tests of clot formation: TEG (CK) kinetics time and fibrinogen: R 2 = 0.202 (P < .0001) and TEG (CK) α angle and fibrinogen 0.263 (P < .0001). We also observed strong associations between tests of clot strength, specifically TEG MA and conventional fibrinogen levels, across all TEG assays: MA (CK) and fibrinogen: R 2 = 0.485 (P < .0001). There were no associations between TEG and D-dimer levels. CONCLUSIONS: In acutely ill patients with CLD, there are strong and consistent associations between TEG measures of clot formation and clot strength and conventional fibrinogen levels. There are weak and/or inconsistent associations between TEG and all other conventional measures of coagulation.


Assuntos
Testes de Coagulação Sanguínea/métodos , Hepatopatias/terapia , Tromboelastografia/métodos , Idoso , Feminino , Humanos , Hepatopatias/patologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos
9.
World Neurosurg ; 136: e181-e195, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31887461

RESUMO

BACKGROUND: There is limited knowledge of whether hypercoagulability is present after subarachnoid hemorrhage (SAH) or about its timing of onset, duration, and severity. To conduct a pilot new-generation thromboelastography (TEG) technology (TEG6s)-based and conventional coagulation test-supported longitudinal assessment of coagulation in patients with SAH. METHODS: We prospectively enrolled patients with nontraumatic SAH on admission from May 2015 to May 2016. We performed TEG6s measurements and conventional coagulation tests on days 1, 2, 3, 5, 7, 10, and 14 and compared them with TEG6s parameters in healthy volunteers. RESULTS: We studied 14 patients and 72 TEG6s measurements. Of these patients, 10 (71.4%) were admitted to the intensive care unit. Mean age was 57.5 (±14.5) years, Acute Physiology and Chronic Health Evaluation III score 58.2 (±26.6), length of hospital stay was 23 (±11.7) days, and mortality was 14.3%. At baseline, conventional coagulation tests were within normal range. However, TEG6s parameters already showed increased coagulability. Thereafter, alpha angle, reaction time, functional fibrinogen level, and maximum amplitude rapidly and significantly increased (P < 0.01) compared with healthy controls. Ten (71.4%) patients demonstrated a >20% increase in coagulability based on TEG6s parameters from their baseline. Moreover, TEG6s hypercoagulability peaked at day 10 and only showed an initial partial decline towards normal by day 14. Similarly, platelet counts and fibrinogen levels increased over this period (P < 0.01) CONCLUSIONS: Using TEG6s technology, we found significant and progressive hypercoagulability in 70% of patients, with an early dominant contribution from hyperfibrinogenemia and increased fibrin formation and partial contribution from thrombocytosis, beginning on the first day, increasing to peak values by day 10, and then partly declining toward normal by day 14.


Assuntos
Coagulação Sanguínea/fisiologia , Hemorragia Subaracnóidea/sangue , Trombofilia/sangue , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Estudos Prospectivos , Hemorragia Subaracnóidea/complicações , Tromboelastografia , Trombofilia/etiologia
10.
Diabetes Res Clin Pract ; 154: 130-137, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31279958

RESUMO

AIMS: We aimed to confirm the hypothesis that dysglycaemia including in the pre-diabetes range affects a majority of patients admitted with acute coronary syndrome (ACS) and is associated with worse outcomes. METHODS: In this prospective observational cohort study, consecutive inpatients aged ≥ 54 years with ACS were uniformly tested and categorised into diabetes (prior diagnosis/ HbA1c ≥ 6.5%, ≥48 mmol/mol), pre-diabetes (HbA1c 5.7-6.4%, 39-47 mmol/mol) and no diabetes (HbA1c ≤ 5.6%, ≤38 mmol/mol) groups. RESULTS: Over two years, 847 consecutive inpatients presented with ACS. 313 (37%) inpatients had diabetes, 312 (37%) had pre-diabetes and 222 (25%) had no diabetes. Diabetes, compared with no diabetes, was associated with higher odds of acute pulmonary oedema (APO, odds ratio, OR 2.60, p < 0.01), longer length of stay (LOS, incidence rate ratio, IRR 1.18, p = 0.02) and, 12-month ACS recurrence (OR 1.86, p = 0.046) after adjustment, while no significant associations were identified for pre-diabetes. Analysed as a continuous variable, every 1% (11 mmol/mol) increase in HbA1c was associated with increased odds of APO (OR 1.28, P = 0.002) and a longer LOS (IRR 1.05, P = 0.03). CONCLUSIONS: The high prevalence of dysglycaemia and association with poorer clinical outcomes justifies routine HbA1c testing to identify individuals who may benefit from cardioprotective anti-hyperglycaemic agents and, lifestyle modification to prevent progression of pre-diabetes.


Assuntos
Síndrome Coronariana Aguda/epidemiologia , Diabetes Mellitus/fisiopatologia , Hospitalização/estatística & dados numéricos , Pacientes Internados/estatística & dados numéricos , Estado Pré-Diabético/fisiopatologia , Idoso , Idoso de 80 Anos ou mais , Austrália/epidemiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Prognóstico , Estudos Prospectivos
12.
Heart Lung Circ ; 28(11): 1706-1713, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30309711

RESUMO

BACKGROUND: 3-factor prothrombin complex concentrate (3F-PCC) may provide a valuable treatment option for coagulopathy in cardiac surgery patients. However, it may expose patients to increased risk of thromboembolic events. Accordingly, we compared the incidence of thromboembolic events between patients exposed to 3F-PCC and those receiving conventional therapy. METHODS: Demographic, operative and postoperative data was obtained in a cohort of consecutive patients exposed to 3F-PCC and a contemporaneous control population. Propensity-score matching was performed for risk adjustment. Unadjusted and adjusted patient demographics and incidence of thromboembolism were compared. RESULTS: Patients receiving 3F-PCC (PCC) were younger (mean age PCC: 64±14.2 vs. No PCC: 67.6±11.6, p=0.022), and less likely to have diabetes or previous myocardial infarction. PCC patients experienced more prolonged aortic cross clamp times (mean time in minutes PCC: 119.9±58.8 vs. No PCC: 92.3±54), more complex cardiac surgeries and were more likely to have received more fresh frozen plasma (FFP), cryoprecipitate and red blood cells. Despite this, both unadjusted and adjusted 30-day mortality and readmission rates were similar between groups. There were 9 (9.2%) and 34 (6.8%) (p=0.40) thromboembolic events in the unadjusted PCC and control groups respectively. Adjusted risk for thromboembolic event rates was also comparable (Odds ratio: 1.512, 95% Confidence Interval 0.401-5.7, p=0.541). CONCLUSIONS: 3-factor prothrombin complex concentrate was administered to patients at greater risk of complications including bleeding. Our initial experience suggests that the use of PCC does not appear to increase thromboembolic risks compared to conventional treatment.


Assuntos
Fatores de Coagulação Sanguínea/uso terapêutico , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Complicações Pós-Operatórias/tratamento farmacológico , Medição de Risco/métodos , Tromboembolia/tratamento farmacológico , Idoso , Feminino , Seguimentos , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Pontuação de Propensão , Estudos Retrospectivos , Taxa de Sobrevida/tendências , Tromboembolia/epidemiologia , Tromboembolia/etiologia , Resultado do Tratamento , Vitória/epidemiologia
13.
Resuscitation ; 133: 167-172, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30316952

RESUMO

AIM: Common blood tests can help identify patients at risk of death, unplanned intensive care unit (ICU) admission, or rapid response team (RRT) call. We aimed to test whether early ICU-team review triggered by such laboratory tests (lab alert) is feasible, safe, and can alter physiological variables, clinical management, and clinical outcomes. METHODS: In prospective pilot randomized controlled trial in surgical wards of a tertiary hospital, we studied patients admitted for >24 h. We applied a previously validated risk assessment tool to each set of common laboratory tests to identify patients at risk and generate a "lab-alert". We randomly allocated such lab-alert patients to receive early ICU-team review (intervention) or usual care (control). RESULTS: We studied 205 patients (males 54.1%; average age 79 years; 103 randomized to intervention and 102 to usual care). Intervention patients were more likely to trigger RRT activation during their first lab-alert (10.7 vs. 2.0%; P < 0.001) but less likely to receive an allied health referral (18.0% vs. 24.5%; p = 0.007). They were less likely to trigger RRT activation in the 24-h before subsequent alerts (18.4 vs. 22.4%; p = 0.008) and less likely to generate further alerts (204 vs. 320; p < 0.001), but more likely to receive a not for resuscitation or endotracheal intubation status in the 24-h before subsequent alerts (26.6 vs. 17.3%; p = 0.05). Mortality at 24 h was 1.9% for the intervention group vs. 2.9% in the control group (p = 0.63). Finally, overall mortality was 19.4% for intervention patients vs. 23.5% for control patients (p = 0.50). CONCLUSION: Among surgical patients, lab alerts identify patients with a high mortality. Lab alert-triggered interventions are associated with more first alert-associated RRT activations; more changes in resuscitation status toward a more conservative approach; fewer subsequent alert-associated RRT activations; fewer subsequent alerts, and decreased allied health interventions (ANZCTRN12615000146594).


Assuntos
Técnicas de Apoio para a Decisão , Testes Hematológicos , Unidades de Terapia Intensiva/estatística & dados numéricos , Equipe de Assistência ao Paciente/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Reanimação Cardiopulmonar/estatística & dados numéricos , Estudos de Viabilidade , Feminino , Humanos , Unidades de Terapia Intensiva/organização & administração , Masculino , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Avaliação de Processos e Resultados em Cuidados de Saúde , Equipe de Assistência ao Paciente/organização & administração , Projetos Piloto , Estudos Prospectivos , Medição de Risco
14.
J Diabetes Complications ; 32(11): 1056-1061, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30172697

RESUMO

AIMS: Diabetes is a major risk factor for stroke. We aimed to investigate the prevalence of diabetes and pre-diabetes within a stroke cohort and examine the association of glycaemia status with mortality and morbidity. METHODS: Inpatients aged ≥54 who presented with a diagnosis of stroke had a routine HbA1c measurement as part of the Austin Health Diabetes Discovery Initiative. Additional data were attained from hospital databases and Australian Stroke Clinical Registry. Outcomes included diabetes and pre-diabetes prevalence, length of stay, 6-month and in-hospital mortality, 28-day readmission rates, and 3-month modified Rankin scale score. RESULTS: Between July 2013 and December 2015, 610 patients were studied. Of these, 31% had diabetes while 40% had pre-diabetes. Using multivariable regression analyses, the presence of diabetes was associated with higher odds of 6-month mortality (OR = 1.90, p = 0.022) and higher expected length of stay (IRR = 1.29, p = 0.004). Similarly, a higher HbA1c was associated with higher odds of 6-month mortality (OR = 1.27, p = 0.005) and higher expected length of stay (IRR = 1.08, p = 0.010). CONCLUSIONS: 71% of this cohort had diabetes or pre-diabetes. Presence of diabetes and higher HbA1c were associated with higher 6-month mortality and length of stay. Further research is necessary to determine if improved glycaemic control may improve stroke outcomes.


Assuntos
Testes Diagnósticos de Rotina , Transtornos do Metabolismo de Glucose/diagnóstico , Hemoglobinas Glicadas/análise , Acidente Vascular Cerebral/sangue , Acidente Vascular Cerebral/diagnóstico , Idoso , Idoso de 80 Anos ou mais , Glicemia/análise , Complicações do Diabetes/sangue , Complicações do Diabetes/diagnóstico , Complicações do Diabetes/epidemiologia , Diabetes Mellitus/sangue , Diabetes Mellitus/diagnóstico , Diabetes Mellitus/epidemiologia , Testes Diagnósticos de Rotina/métodos , Testes Diagnósticos de Rotina/estatística & dados numéricos , Feminino , Transtornos do Metabolismo de Glucose/sangue , Transtornos do Metabolismo de Glucose/complicações , Transtornos do Metabolismo de Glucose/epidemiologia , Mortalidade Hospitalar , Humanos , Masculino , Pessoa de Meia-Idade , Morbidade , Estado Pré-Diabético/sangue , Estado Pré-Diabético/complicações , Estado Pré-Diabético/diagnóstico , Estado Pré-Diabético/epidemiologia , Prevalência , Prognóstico , Fatores de Risco , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/epidemiologia
15.
Diabetes Care ; 41(6): 1172-1179, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29581095

RESUMO

OBJECTIVE: Limited studies have examined the association between diabetes and HbA1c with postoperative outcomes. We investigated the association of diabetes, defined categorically, and the association of HbA1c as a continuous measure, with postoperative outcomes. RESEARCH DESIGN AND METHODS: In this prospective, observational study, we measured the HbA1c of surgical inpatients age ≥54 years at a tertiary hospital between May 2013 and January 2016. Patients were diagnosed with diabetes if they had preexisting diabetes or an HbA1c ≥6.5% (48 mmol/mol) or with prediabetes if they had an HbA1c between 5.7 and 6.4% (39 and 48 mmol/mol). Patients with an HbA1c <5.7% (39 mmol/mol) were categorized as having normoglycemia. Baseline demographic and clinical data were obtained from hospital records, and patients were followed for 6 months. Random-effects logistic and negative binomial regression models were used for analysis, treating surgical units as random effects. We undertook classification and regression tree (CART) analysis to design a 6-month mortality risk model. RESULTS: Of 7,565 inpatients, 30% had diabetes, and 37% had prediabetes. After adjusting for age, Charlson comorbidity index (excluding diabetes and age), estimated glomerular filtration rate, and length of surgery, diabetes was associated with increased 6-month mortality (adjusted odds ratio [aOR] 1.29 [95% CI 1.05-1.58]; P = 0.014), major complications (1.32 [1.14-1.52]; P < 0.001), intensive care unit (ICU) admission (1.50 [1.28-1.75]; P < 0.001), mechanical ventilation (1.67 [1.32-2.10]; P < 0.001), and hospital length of stay (LOS) (adjusted incidence rate ratio [aIRR] 1.08 [95% CI 1.04-1.12]; P < 0.001). Each percentage increase in HbA1c was associated with increased major complications (aOR 1.07 [1.01-1.14]; P = 0.030), ICU admission (aOR 1.14 [1.07-1.21]; P < 0.001), and hospital LOS (aIRR 1.05 [1.03-1.06]; P < 0.001). CART analysis confirmed a higher risk of 6-month mortality with diabetes in conjunction with other risk factors. CONCLUSIONS: Almost one-third of surgical inpatients age ≥54 years had diabetes. Diabetes and higher HbA1c were independently associated with a higher risk of adverse outcomes after surgery.


Assuntos
Diabetes Mellitus/sangue , Diabetes Mellitus/epidemiologia , Hemoglobinas Glicadas/metabolismo , Complicações Pós-Operatórias/epidemiologia , Procedimentos Cirúrgicos Operatórios/efeitos adversos , Procedimentos Cirúrgicos Operatórios/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Complicações do Diabetes/sangue , Complicações do Diabetes/epidemiologia , Feminino , Hemoglobinas Glicadas/análise , Hospitalização/estatística & dados numéricos , Humanos , Pacientes Internados , Unidades de Terapia Intensiva , Tempo de Internação/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/sangue , Período Pós-Operatório , Estado Pré-Diabético/sangue , Estado Pré-Diabético/epidemiologia , Fatores de Risco
16.
Artigo em Inglês | MEDLINE | ID: mdl-28396652

RESUMO

AIM: Using routine hemoglobin A1c (HbA1c) testing to describe the prevalence, characteristics, and length of stay (LOS) of psychiatry inpatients with type 2 diabetes compared to those with pre-diabetes and those without diabetes. METHODS: In this prospective observational study, all inpatients aged greater than 30 years admitted to the Austin Health Psychiatry Unit, a major tertiary hospital, affiliated with the University of Melbourne, between February 2014 and April 2015 had routine HbA1c testing as part of the Diabetes Discovery Initiative. Patients were divided into three groups: diabetes (HbA1c ≥ 6.5%, 48 mmol/mol), pre-diabetes (HbA1c 5.7-6.4%, 39-46 mmol/mol), or no diabetes (HbA1c ≤ 5.6%, 38 mmol/mol). Baseline characteristics, co-morbidities, psychiatric illnesses, and treatment were recorded. RESULTS: There were a total of 335 psychiatry inpatients (median age 41 years). The most prevalent diagnoses were schizophrenia, depression, and substance abuse. Of the 335 psychiatric inpatients, 14% (n = 46) had diabetes and 19% (n = 63) had pre-diabetes, a prevalence threefold greater than in the aged matched general population. Compared to inpatients with pre-diabetes and no diabetes, those with diabetes were older and were at least twice as likely to have hypertension, obesity, and hyperlipidemia (all p ≤ 0.002). In multivariable analyses, diabetes was associated with increasing age (p = 0.02), substance abuse (p = 0.04), dyslipidaemia (p = 0.03), and aripiprazole use (p = 0.01). Patients with diabetes also had a 70% longer expected LOS (95% CI: 20-130%; p = 0.001), compared to those with pre-diabetes and no diabetes. CONCLUSION: Despite relative youth, one-third of all psychiatric inpatients above the age of 30 have diabetes or pre-diabetes. Presence of diabetes in psychiatric inpatients is associated with older age, substance abuse, and longer LOS. Routine inpatient HbA1c testing provides an opportunity for early detection and optimization of diabetes care.

17.
J Crit Care ; 38: 215-224, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-27978499

RESUMO

BACKGROUND AND AIMS: There is controversy about the true coagulation state of acutely ill patients with chronic liver disease (CLD) due to simultaneous pro- and anticoagulant factor deficits and limitations of conventional coagulation tests (CCTs). Thromboelastography (TEG) may provide more physiologically relevant insights. METHODS: In acutely ill patients with severe (Child-Pugh C) CLD, we conducted a prospective observational study of daily coagulation assessment with both CCTs and TEG. RESULTS: We studied 34 patients with CLD on a total of 109 occasions (median of 3 samples per patient), comparing findings with 157 healthy controls. Conventional coagulation tests and TEG both demonstrated clear hypocoagulability. Thromboelastography-confirmed delayed clot formation was demonstrated by longer reaction time (1.1 minutes vs 0.6 minutes on rapid TEG; P<.01), longer kinetic time (2.9 minutes vs 1.3; P<.01), more acute α angle (65° vs 72.2°; P<.01), and longer activated clotting time (157 seconds vs 105 seconds; P<.01). Patients with CLD demonstrated weaker thrombus strength (maximum amplitude, 43.3 mm vs 61.8 mm; P<.01) and reduced clot lysis (0% vs 1% on rapid TEG; P<.01). CONCLUSIONS: In acutely ill patients with CLD, TEG demonstrates delayed clot formation and weaker thrombus strength despite decreased clot lysis. This challenges the notion that such patients experience a balanced coagulation state, highlighting the complexity of their coagulopathies.


Assuntos
Transtornos da Coagulação Sanguínea/diagnóstico , Testes de Coagulação Sanguínea , Hepatopatias/complicações , Tromboelastografia , Adulto , Idoso , Transtornos da Coagulação Sanguínea/sangue , Transtornos da Coagulação Sanguínea/complicações , Estudos de Casos e Controles , Cuidados Críticos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos , Índice de Gravidade de Doença
18.
Resuscitation ; 104: 83-90, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27060535

RESUMO

BACKGROUND: In intensive care observational studies, hypercapnia after cardiac arrest (CA) is independently associated with improved neurological outcome. However, the safety and feasibility of delivering targeted therapeutic mild hypercapnia (TTMH) for such patients is untested. METHODS: In a phase II safety and feasibility multi-centre, randomised controlled trial, we allocated ICU patients after CA to 24h of targeted normocapnia (TN) (PaCO2 35-45mmHg) or TTMH (PaCO2 50-55mmHg). The primary outcome was serum neuron specific enolase (NSE) and S100b protein concentrations over the first 72h assessed in the first 50 patients surviving to day three. Secondary end-points included global measure of function assessment at six months and mortality for all patients. RESULTS: We enrolled 86 patients. Their median age was 61 years (58, 64 years) and 66 (79%) were male. Of these, 50 patients (58%) survived to day three for full biomarker assessment. NSE concentrations increased in the TTMH group (p=0.02) and TN group (p=0.005) over time, with the increase being significantly more pronounced in the TN group (p(interaction)=0.04). S100b concentrations decreased over time in the TTMH group (p<0.001) but not in the TN group (p=0.68). However, the S100b change over time did not differ between the groups (p(interaction)=0.23). At six months, 23 (59%) TTMH patients had good functional recovery compared with 18 (46%) TN patients. Hospital mortality occurred in 11 (26%) TTMH patients and 15 (37%) TN patients (p=0.31). CONCLUSIONS: In CA patients admitted to the ICU, TTMH was feasible, appeared safe and attenuated the release of NSE compared with TN. These findings justify further investigation of this novel treatment.


Assuntos
Parada Cardíaca/terapia , Hipercapnia , Fosfopiruvato Hidratase/sangue , Respiração Artificial/métodos , Subunidade beta da Proteína Ligante de Cálcio S100/sangue , Análise de Variância , Biomarcadores/sangue , Feminino , Escala de Coma de Glasgow , Parada Cardíaca/mortalidade , Parada Cardíaca/fisiopatologia , Humanos , Unidades de Terapia Intensiva , Tempo de Internação , Masculino , Pessoa de Meia-Idade
19.
BMJ Open Diabetes Res Care ; 3(1): e000113, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26380095

RESUMO

OBJECTIVE: To use admission inpatient glycated hemoglobin (HbA1c) testing to help investigate the prevalence of unrecognized diabetes, the cumulative prevalence of unrecognized and known diabetes, and the prevalence of poor glycemic control in both. Moreover, we aimed to determine the 6-month outcomes for these patients. Finally, we aimed to assess the independent association of diabetes with these outcomes. RESEARCH DESIGN AND METHODS: Prospective observational cohort study conducted in a tertiary hospital in Melbourne, Australia. PATIENTS: A cohort of 5082 inpatients ≥54 years admitted between July 2013 and January 2014 underwent HbA1c measurement. A previous diagnosis of diabetes was obtained from the hospital medical record. Patient follow-up was extended to 6 months. RESULTS: The prevalence of diabetes (known and unrecognized) was 34%. In particular, we identified that unrecognized but HbA1c-confirmed diabetes in 271 (5%, 95% CI 4.7% to 6.0%) patients, previously known diabetes in 1452 (29%, 95% CI 27.3% to 29.8%) patients; no diabetes in 3359 (66%, 95% CI 64.8-67.4%) patients. Overall 17% (95% CI 15.3% to 18.9%) of patients with an HbA1c of >6.5% had an HbA1c ≥8.5%. After adjusting for age, gender, Charlson Index score, estimated glomerular filtration rate, and hemoglobin levels, with admission unit treated as a random effect, patients with previously known diabetes had lower 6-month mortality (OR 0.69, 95% CI 0.56 to 0.87, p=0.001). However, there were no significant differences in proportions of intensive care unit admission, mechanical ventilation or readmission within 6 months between the 3 groups. CONCLUSIONS: Approximately one-third of all inpatients ≥54 years of age admitted to hospital have diabetes of which about 1 in 6 was previously unrecognized. Moreover, poor glycemic control was common. Proportions of intensive care unit admission, mechanical ventilation, or readmission were similar between the groups. Finally, diabetes was independently associated with lower 6-month mortality.

20.
Crit Care Resusc ; 16(4): 262-8, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25437219

RESUMO

OBJECTIVE: To describe the awareness of intensive care unit patients and their next of kin (NoK) about invasive procedures and their expectations of informed consent for procedures in the ICU. DESIGN AND SETTING: A written survey of patients and their NoK in a tertiary, university-affiliated ICU, using multiplechoice questions, Likert scales and comments to generate semiquantitative and qualitative data. PARTICIPANTS: Fifty-one ICU patients and 69 NoK completed the survey. Inclusion criteria were unplanned ICU admission, ICU length-of-stay > 24 hours, English speaking and competent to consent to participate. MAIN OUTCOME MEASURES: Proportion of procedures respondents were aware had occurred during ICU admission; satisfaction with information received; preferred method of receiving information and giving consent; and expectations of when procedural consent is required. RESULTS: Patients and NoK were unaware of many procedures performed during their admission. Respondents correctly identified 49% (95% CI, 45%-53%) of procedures performed during the patient's ICU admission. Despite this, most patients (80%; 95% CI, 69%-91%) and NoK (94%; 95% CI, 89%-100%) were satisfied with information provided about procedures. Over half of respondents (55%; 95% CI, 46%-64%) only expected consent for procedures that were "risky or not routine". About one-quarter (27%; 95% CI, 23%-31%) expected to give consent before every procedure and 15% (95% CI, 11%-18%) expected no procedural consent process. Patients and NoK strongly preferred a verbal rather than written consent process. CONCLUSIONS: Our results suggest there is a limited degree of support for routine procedural consent from ICU patients and their NoK.


Assuntos
Consentimento Livre e Esclarecido , Unidades de Terapia Intensiva , Satisfação do Paciente , Adulto , Idoso , Idoso de 80 Anos ou mais , Termos de Consentimento , Tomada de Decisões , Família , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
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