Publications by authors named "Alexandra Binnie"

Importance: Accurate and timely confirmation of death by neurologic criteria (DNC) is essential for clinical decision-making and organ-donation processes, yet currently available ancillary tests have suboptimal diagnostic performance or limited validation.

Objectives: To determine the diagnostic accuracy, interrater reliability, and safety of brain computed tomography (CT) perfusion and CT angiography as ancillary investigations for DNC.

Design, Setting, And Participants: Between April 25, 2017, and March 10, 2021, a prospective, multicenter, blinded diagnostic accuracy cohort study was conducted in 15 adult intensive care units across Canada.

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Community hospitals represent 90% of Canadian hospitals, yet many lack the necessary infrastructure to conduct health research. This shortfall limits patient access to research studies, reduces study efficiency, and decreases the generalizability of study results. Previous work from our group identified an increase in publications from Ontario's large community hospitals between 2013 and 2022.

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Objectives: Hospitalized community-acquired pneumonia (CAP) patients are admitted for ventilation, vasopressors, and renal replacement therapy (RRT). This study aimed to develop a machine learning (ML) model that predicts the need for such interventions and compare its accuracy to that of logistic regression (LR).

Design: This retrospective observational study trained separate models using random-forest classifier (RFC), support vector machines (SVMs), Extreme Gradient Boosting (XGBoost), and multilayer perceptron (MLP) to predict three endpoints: eventual use of invasive ventilation, vasopressors, and RRT during hospitalization.

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Background: Objectives of this study were to determine the characteristics of patients, centers and studies involved in coenrollment, and the association of coenrollment with trial metrics and patient outcomes.

Methods: This pre-planned study within a stress ulcer prophylaxis trial testing pantopazole used descriptive analyses and multilevel regression analysis to examine patterns and predictors of coenrollment among patients in an intensive care unit (ICU).

Results: Among 4821 trial participants, 1719 (35.

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Background: Canada's clinical research landscape is limited by minimal community hospital engagement. However, research participation in community hospitals may increase the speed of trial enrolment, enhance the generalizability of results and accelerate knowledge translation to community hospitals, where most Canadians receive care. Two identified barriers to community hospital participation are limited financial support and a lack of research mentorship.

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Background: In Canada, academic hospitals are the principal drivers of research and medical education, while community hospitals provide patient care to a majority of the population. Benefits of increasing community hospital research include improved patient outcomes and access to research, enhanced staff satisfaction and retention and increased research efficiency and generalizability. While the resources required to build Canadian community hospital research capacity have been identified, strategies for strengthening organizational research culture in these settings are not well defined.

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Purpose: During the COVID-19 pandemic, neighbourhoods with high material deprivation and high proportions of racialized Canadians were disproportionately affected by COVID-19. Many of these neighbourhoods were served by community hospitals. We sought to compare the burden of COVID-19 care in community and academic intensive care units (ICUs) in Ontario, Canada.

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Article Synopsis
  • Health research in Canada mainly occurs in academic hospitals, but community hospitals serve most patients; enhancing research in these settings can lead to better patient outcomes and organizational efficiency.
  • The Canadian Community Intensive Care Unit Research Network (CCIRNet) created a toolkit to help community hospital professionals launch and maintain their research programs, drawing on insights from experienced clinician-researchers and qualitative feedback.
  • The CCIRNet toolkit details five stages for developing a research program, using a question-and-answer format to provide practical guidance and resources tailored to help hospitals effectively engage in clinical research.
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Purpose: Community hospitals account for 90% of hospitals in Canada, but clinical research is mainly conducted in academic hospitals. Increasing community hospital research participation can improve generalizability of study results, while also accelerating study recruitment and increasing staff engagement. We aimed to identify and describe the factors that influence community intensive care unit (ICU) research participation and the development, implementation, and sustainability of a community ICU research program.

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Introduction: The GENCOV study sought to evaluate serological differences between individuals with differing COVID-19 severity and outcomes. We assessed the SARS-CoV-2 antibody response of GENCOV participants cross-sectionally 1-, 6-, and 12-months following COVID-19 diagnosis to identify patient factors associated with more robust and durable humoral immune responses.

Materials And Methods: COVID-19 patients and a control cohort of vaccinated infection-naïve participants were recruited at hospital sites across the Greater Toronto Area in Ontario, Canada.

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Background: Most Canadians receive their care in community hospitals, yet most clinical research is conducted in academic hospitals. This study aims to compare patients with community acquired pneumonia (CAP) treated in academic and community hospitals with respect to their demographics, clinical characteristics, treatments and outcomes.

Methods: This nested observational cohort substudy of the Community Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) trial included 1,329 hospitalized adults with CAP recruited between March 1st, 2018 and September 31st, 2023 from 15 Canadian hospitals.

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Background: Bloodstream infections are associated with substantial morbidity and mortality. Early, appropriate antibiotic therapy is important, but the duration of treatment is uncertain.

Methods: In a multicenter, noninferiority trial, we randomly assigned hospitalized patients (including patients in the intensive care unit [ICU]) who had bloodstream infection to receive antibiotic treatment for 7 days or 14 days.

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Article Synopsis
  • Biosampling in critically ill patients usually involves local collection and processing of samples, but community hospitals often lack the necessary infrastructure, making a centralized processing approach a potential solution.
  • This study aimed to evaluate if delays in processing blood samples impact the stability of certain biomarkers like cytokines, chemokines, and cell-free DNA.
  • Results showed that delaying the processing of blood samples for up to 72 hours at room temperature or 4°C did not significantly alter the stability of these biomarkers, indicating that centralized processing might be a viable option.
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Background: Community hospitals provide the majority of patient care in Canada but traditionally do not participate in clinical research. The disconnect between where most patients receive their health care and where health research is conducted leads to decreased study recruitment, reduced generalizability of study results, and inequitable patient access to novel therapies. A scoping review of the research activities of Ontario's large community hospitals (LCHs) between 2013 and 2015 reported an annualized output of 266 publications.

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  • Novel genome sequencing (GS) presents new chances to share results with healthy people, leading to a need for effective genetic counseling methods.
  • A study with 466 participants used a genomic counseling model (GCM) that included a digital platform and webinars, showing that knowledge about genetics improved and decisional conflict (uncertainty in decision-making) decreased after the counseling.
  • Most participants (86%) wanted to learn all GS findings after the counseling, indicating that the GCM effectively informed the general public and helped them feel more confident in decisions about genetic information.
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Purpose: AML is a hematologic cancer that is clinically heterogeneous, with a wide range of clinical outcomes. DNA methylation changes are a hallmark of AML but are not routinely used as a criterion for risk stratification. The aim of this study was to explore DNA methylation markers that could risk stratify patients with cytogenetically normal AML (CN-AML), currently classified as intermediate-risk.

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  • A study was conducted to evaluate the effects of the proton-pump inhibitor pantoprazole on critically ill patients undergoing invasive ventilation, comparing it to a placebo.
  • The trial included 4,821 patients and found that pantoprazole significantly reduced the incidence of clinically important upper gastrointestinal bleeding compared to placebo (1.0% vs. 3.5%).
  • However, there was no significant difference in overall mortality rates at 90 days between the pantoprazole group (29.1%) and the placebo group (30.9%).
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Background And Objective: Collection of biosamples for translational research studies is vital for understanding biological pathways, discovering disease-related biomarkers, and identifying novel therapeutic targets. However, a lack of infrastructure for sample procurement, processing, storage, and shipping may hinder the ability of clinical research units to effectively engage in translational research. The purpose of this study was to identify the barriers to biosampling-based translational research in the critical care setting in Canada.

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Background: GENCOV is a prospective, observational cohort study of COVID-19-positive adults. Here, we characterize and compare side effects between COVID-19 vaccines and determine whether reactogenicity is exacerbated by prior SARS-CoV-2 infection.

Methods: Participants were recruited across Ontario, Canada.

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Intensive care unit healthcare workers (ICU HCW) are at risk of mental health disorders during emerging disease outbreaks. Numerous cross-sectional studies have reported psychological distress, anxiety, and depression amongst ICU HCW during the COVID-19 pandemic. However, few studies have followed HCW longitudinally, and none of these have examined the association between COVID-19 workload and mental health.

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Article Synopsis
  • - This study explores how DNA methylation can indicate biological age, particularly focusing on critically ill patients with sepsis and those without, to see if a greater biological age affects health outcomes such as survival.
  • - Researchers analyzed blood samples from patients in Canadian hospitals, using algorithms to calculate epigenetic age compared to chronological age, finding that septic patients had an average acceleration of nearly 5 years.
  • - Results showed that patients who did not survive had a significantly higher epigenetic age, indicating a link between age acceleration and both sepsis diagnosis and mortality risk, especially using the PhenoAge algorithm.
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Purpose: Critical care research in Canada is conducted primarily in academically affiliated intensive care units (ICUs) with established research infrastructure. Efforts are made to engage community hospital ICUs in research, although the impacts of their inclusion in clinical research have never been explicitly quantified. We therefore sought to determine the number of additional eligible patients that could be recruited into critical care trials and the change in time to study completion if community ICUs were included in clinical research.

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Importance: Blood collection for laboratory testing in intensive care unit (ICU) patients is a modifiable contributor to anemia and red blood cell (RBC) transfusion. Most blood withdrawn is not required for analysis and is discarded.

Objective: To determine whether transitioning from standard-volume to small-volume vacuum tubes for blood collection in ICUs reduces RBC transfusion without compromising laboratory testing procedures.

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