David A Zygun’s research while affiliated with Alberta Health Services and other places

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Publications (196)


Fig. 1 Patient flowchart. The flowchart outlines the process for patients admitted to the ICU with confirmed or suspected sepsis. The intervention group includes ASP, PCT, and BCID testing. Surviving patients are investigated for adverse events (i.e., CDI) and associated costs. Decision points assess first and second hospital readmissions. The flowchart ends with two possible states: patient death in the hospital or no hospital readmission. The control group follows a similar flow, but lacks ASP, PCT, and BCID implementation. The probabili-
Fig. 3 Cost-effectiveness acceptability curve
Health Economic Evaluation of Antimicrobial Stewardship, Procalcitonin Testing, and Rapid Blood Culture Identification in Sepsis Care: A 90-Day Model-Based, Cost-Utility Analysis
  • Article
  • Full-text available

November 2024

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34 Reads

PharmacoEconomics - Open

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Charles Yan

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Jeff Round

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[...]

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Sean M Bagshaw

We evaluated the cost-effectiveness of a bundled intervention including an antimicrobial stewardship program (ASP), procalcitonin (PCT) testing, and rapid blood culture identification (BCID), compared with pre-implementation standard care in critically ill adult patients with sepsis. We conducted a decision tree model-based cost-effectiveness analysis alongside a previously published pre- and post-implementation quality improvement study. We adopted a public Canadian healthcare payer’s perspective. Two intensive care units in Alberta with 727 adult critically ill patients were included. Our bundled intervention was compared with pre-implementation standard care. We collected healthcare resource use and estimated unit costs in 2022 Canadian dollars (CAD) over a time horizon from study entry to hospital discharge or death. We calculated the incremental net monetary benefit (iNMB) of the intervention group compared with the pre-intervention group. The primary outcome was cost per sepsis case. Secondary outcomes included readmission rates, Clostridioides difficile infections, mortality, and lengths of stay. Uncertainty was investigated using cost-effectiveness acceptability curves, cost-effectiveness plane scatterplots, and sensitivity analyses. Mean (standard deviation [SD]) cost per index hospital admission was CAD 83,251(83,251 (107,926) for patients in the intervention group and CAD 87,044(87,044 (104,406) for the pre-intervention group, though the difference (3,793[3,793 [7,897]) was not statistically significant. Costs were higher in the pre-intervention group for antibiotics, readmissions, and C. difficile infections. The intervention group had a lower mean expected cost; 110,580(110,580 (108,917) compared with pre-intervention (125,745[125,745 [113,210]), with a difference of 15,165(15,165 (8278). There were no statistically significant differences in quality adjusted life years (QALYs) between groups. The iNMB of the intervention group compared with pre-intervention was greater than 15,000forwillingnesstopay(WTP)perQALYvaluesofbetween15,000 for willingness-to-pay (WTP) per QALY values of between 0 and $100,000. In our sensitivity analysis, the intervention was most likely to be cost-effective in roughly 56% of simulations at all WTP thresholds. Our bundled intervention of ASP, PCT, and BCID among adult critically ill patients with sepsis was potentially cost-effective, but with substantial decision uncertainty.

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Secondary Outcomes
Antimicrobial Stewardship Recommendations
Antimicrobial stewardship, procalcitonin testing, and rapid blood-culture identification to optimize sepsis care in critically ill adult patients: A quality improvement initiative

June 2023

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69 Reads

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2 Citations

Antimicrobial Stewardship & Healthcare Epidemiology

We examined the effect of an antimicrobial stewardship program (ASP), procalcitonin testing and rapid blood-culture identification on hospital mortality in a prospective quality improvement project in critically ill septic adults. Secondarily, we have reported antimicrobial guideline concordance, acceptance of ASP interventions, and antimicrobial and health-resource utilization.


Optimizing red blood cell transfusion practices in the intensive care unit: a multi-phased health technology reassessment

January 2022

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27 Reads

International Journal of Technology Assessment in Health Care

Background Health technology reassessment (HTR) is a process to manage existing health technologies to ensure ongoing optimal use. A model to guide HTR was developed; however, there is limited practical experience. This paper addresses this knowledge gap through the completion of a multi-phase HTR of red blood cell (RBC) transfusion practices in the intensive care unit (ICU). Objective The HTR consisted of three phases and here we report on the final phase: the development, implementation, and evaluation of behavior change interventions aimed at addressing inappropriate RBC transfusions in an ICU. Methods The interventions, comprised of group education and audit and feedback, were co-designed and implemented with clinical leaders. The intervention was evaluated through a controlled before-and-after pilot feasibility study. The primary outcome was the proportion of potentially inappropriate RBC transfusions (i.e., with a pre-transfusion hemoglobin of 70 g/L or more). Results There was marked variability in the monthly proportion of potentially inappropriate RBC transfusions. Relative to the pre-intervention phase, there was no significant difference in the proportion of potentially inappropriate RBC transfusions post-intervention. Lessons from this work include the importance of early and meaningful engagement of clinical leaders; tailoring the intervention modalities; and, efficient access to data through an electronic clinical information system. Conclusions It was feasible to design, implement, and evaluate a tailored, multi-modal behavior change intervention in this small-scale pilot study. However, early evaluation of the intervention revealed no change in technology use leading to reflection on the important question of how the HTR model needs to be improved.


Effect of Probiotics on Incident Ventilator-Associated Pneumonia in Critically Ill Patients: A Randomized Clinical Trial

September 2021

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428 Reads

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145 Citations

JAMA The Journal of the American Medical Association

Importance Growing interest in microbial dysbiosis during critical illness has raised questions about the therapeutic potential of microbiome modification with probiotics. Prior randomized trials in this population suggest that probiotics reduce infection, particularly ventilator-associated pneumonia (VAP), although probiotic-associated infections have also been reported. Objective To evaluate the effect of Lactobacillus rhamnosus GG on preventing VAP, additional infections, and other clinically important outcomes in the intensive care unit (ICU). Design, Setting, and Participants Randomized placebo-controlled trial in 44 ICUs in Canada, the United States, and Saudi Arabia enrolling adults predicted to require mechanical ventilation for at least 72 hours. A total of 2653 patients were enrolled from October 2013 to March 2019 (final follow-up, October 2020). Interventions Enteral L rhamnosus GG (1 × 10¹⁰ colony-forming units) (n = 1321) or placebo (n = 1332) twice daily in the ICU. Main Outcomes and Measures The primary outcome was VAP determined by duplicate blinded central adjudication. Secondary outcomes were other ICU-acquired infections including Clostridioides difficile infection, diarrhea, antimicrobial use, ICU and hospital length of stay, and mortality. Results Among 2653 randomized patients (mean age, 59.8 years [SD], 16.5 years), 2650 (99.9%) completed the trial (mean age, 59.8 years [SD], 16.5 years; 1063 women [40.1%.] with a mean Acute Physiology and Chronic Health Evaluation II score of 22.0 (SD, 7.8) and received the study product for a median of 9 days (IQR, 5-15 days). VAP developed among 289 of 1318 patients (21.9%) receiving probiotics vs 284 of 1332 controls (21.3%; hazard ratio [HR], 1.03 (95% CI, 0.87-1.22; P = .73, absolute difference, 0.6%, 95% CI, –2.5% to 3.7%). None of the 20 prespecified secondary outcomes, including other ICU-acquired infections, diarrhea, antimicrobial use, mortality, or length of stay showed a significant difference. Fifteen patients (1.1%) receiving probiotics vs 1 (0.1%) in the control group experienced the adverse event of L rhamnosus in a sterile site or the sole or predominant organism in a nonsterile site (odds ratio, 14.02; 95% CI, 1.79-109.58; P < .001). Conclusions and Relevance Among critically ill patients requiring mechanical ventilation, administration of the probiotic L rhamnosus GG compared with placebo, resulted in no significant difference in the development of ventilator-associated pneumonia. These findings do not support the use of L rhamnosus GG in critically ill patients. Trial Registration ClinicalTrials.gov Identifier: NCT02462590


Exploratory Evaluation of the Relationship Between iNKT Cells and Systemic Cytokine Profiles of Critically Ill Patients with Neurological Injury

June 2021

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34 Reads

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1 Citation

Neurocritical Care

Background: Neurological injury can alter the systemic immune system, modifying the functional capacity of immune cells and causing a dysfunctional balance of cytokines, although mechanisms remain incompletely understood. The objective of this study was to assess the temporal relationship between changes in the activation status of circulating invariant natural killer T (iNKT) cells and the balance of plasma cytokines among critically ill patients with neurological injury. Methods: We conducted an exploratory prospective observational study of adult (18 years or older) intensive care unit (ICU) patients with acute neurological injury (n = 20) compared with ICU patients without neurological injury (n = 22) and healthy controls (n = 10). Blood samples were collected on days 1, 2, 4, 7, 14, and 28 following ICU admission to analyze the activation status of circulating iNKT cells by flow cytometry and the plasma concentration of inflammation-relevant immune mediators, including T helper 1 (TH1) and T helper 2 (TH2) cytokines, by multiplex bead-based assay. Results: Invariant natural killer T cells were activated in both ICU patient groups compared with healthy controls. Neurological patients had decreased levels of multiple immune mediators, including TH1 cytokines (interferon-γ, tumor necrosis factor-α, and interleukin-12p70), indicative of immunosuppression. This led to a greater than twofold increase in the ratio of TH2/TH1 cytokines early after injury (days 1 - 2) compared with healthy controls, a shift that was also observed for ICU controls. Systemic TH2/TH1 cytokine ratios were positively associated with iNKT cell activation in the neurological patients and negatively associated in ICU controls. These relationships were strongest for the CD4+ iNKT cell subset compared with the CD4- iNKT cell subset. The relationships to individual cytokines similarly differed between patient groups. Forty percent of the neurological patients developed an infection; however, differences for the infection subgroup were not identified. Conclusions: Critically ill patients with neurological injury demonstrated altered systemic immune profiles early after injury, with an association between activated peripheral iNKT cells and elevated systemic TH2/TH1 cytokine ratios. This work provides further support for a brain-immune axis and the ability of neurological injury to have far-reaching effects on the body's immune system.



Flow of articles through the systematic review. Where CPG indicates clinical practice guideline and DC, damage control
Evidence for use of damage control surgery and damage control interventions in civilian trauma patients: a systematic review

March 2021

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134 Reads

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57 Citations

Background Although damage control (DC) surgery is widely assumed to reduce mortality in critically injured patients, survivors often suffer substantial morbidity, suggesting that it should only be used when indicated. The purpose of this systematic review was to determine which indications for DC have evidence that they are reliable and/or valid (and therefore in which clinical situations evidence supports use of DC or that DC improves outcomes). Methods We searched 11 databases (1950–April 1, 2019) for studies that enrolled exclusively civilian trauma patients and reported data on the reliability (consistency of surgical decisions in a given clinical scenario) or content (surgeons would perform DC in that clinical scenario or the indication predicted use of DC in practice), construct (were associated with poor outcomes), or criterion (were associated with improved outcomes when DC was conducted instead of definitive surgery) validity for suggested indications for DC surgery or DC interventions. Results Among 34,979 citations identified, we included 36 cohort studies and three cross-sectional surveys in the systematic review. Of the 59 unique indications for DC identified, 10 had evidence of content validity [e.g., a major abdominal vascular injury or a packed red blood cell (PRBC) volume exceeding the critical administration threshold], nine had evidence of construct validity (e.g., unstable patients with combined abdominal vascular and pancreas gunshot injuries or an iliac vessel injury and intraoperative acidosis), and six had evidence of criterion validity (e.g., penetrating trauma patients requiring > 10 U PRBCs with an abdominal vascular and multiple abdominal visceral injuries or intraoperative hypothermia, acidosis, or coagulopathy). No studies evaluated the reliability of indications. Conclusions Few indications for DC surgery or DC interventions have evidence supporting that they are reliable and/or valid. DC should be used with respect for the uncertainty regarding its effectiveness, and only in circumstances where definitive surgery cannot be entertained.


Characteristics of the 36 Cohort Studies Included in the Systematic Review.
Evidence for Use of Damage Control Surgery and Damage Control Interventions in Civilian Trauma Patients: A Systematic Review

December 2020

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62 Reads

Background: Although damage control (DC) surgery is widely assumed to reduce mortality in critically injured patients, survivors often suffer substantial morbidity, suggesting that it should only be used when indicated. The purpose of this systematic review was to determine which indications for DC have evidence that they are reliable and/or valid (and therefore in which clinical situations evidence supports use of DC or that DC improves outcomes). Methods: We searched 11 databases (1950-April 1, 2019) for studies that enrolled exclusively civilian trauma patients and reported data on the reliability (consistency of surgical decisions in a given clinical scenario) or content (surgeons would perform DC in that clinical scenario or the indication predicted use of DC in practice), construct (were associated with poor outcomes), or criterion (were associated with improved outcomes when DC was conducted instead of definitive surgery) validity for suggested indications for DC surgery or DC interventions. Results: Among 34,979 citations identified, we included 36 cohort studies and three cross-sectional surveys in the systematic review. Of the 59 unique indications for DC identified, 10 had evidence of content validity [e.g., a major abdominal vascular injury or a packed red blood cell (PRBC) exceeding the critical administration threshold], nine had evidence of construct validity (e.g., unstable patients with combined abdominal vascular and pancreas gunshot injuries or an iliac vessel injury and intraoperative acidosis), and six had evidence of criterion validity (e.g., penetrating trauma patients requiring >10 U PRBCs with an abdominal vascular and multiple abdominal visceral injuries or intraoperative hypothermia, acidosis, or coagulopathy). No studies evaluated the reliability of indications. Conclusions: Few indications for DC surgery or DC interventions have evidence supporting that they are reliable and/or valid. DC should be used with respect for the uncertainty regarding its effectiveness, and only in circumstances where definitive surgery cannot be entertained.


Adherence to brain trauma foundation guidelines for intracranial pressure monitoring in severe traumatic brain injury and the effect on outcome: A population-based study

May 2020

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141 Reads

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13 Citations

Surgical Neurology International

Background Severe traumatic brain injury (TBI) is a significant cause of death and disability. The objective of this study was to provide an overview of whether adherence to brain trauma foundation (BTF) guidelines improved outcomes following TBI utilizing intracranial pressure (ICP) monitoring. Methods This cohort study between 2000 and 2013 involved 1848 patients who sustained severe blunt TBI. Outcomes were correlated with whether or not ICP monitoring was utilized based on BTF guidelines. Results The BTF guideline adherence rate for utilizing ICP monitoring in patients with TBI was 30% in 1848 patients. Adherence rates positively correlated with younger age, high injury severity scores, lower Glasgow Coma Scores, abnormal computed tomography scans of the head, performance of a craniotomy, neurocritical care unit admission, the lack of alcohol intoxication, and the absence of a cardiac arrest. Greater adherence to BTF guidelines was associated with higher mortality rates (OR 2.01, 95% CI: 1.56–2.59, P < 0.001), and increase ICU and hospital lengths of stay ( P < 0.001). Conclusion Adherence rates to BTF guidelines for ICP monitoring in patients with severe TBI were low. Further, these rates varied across centers and were correlated with higher mortality and morbidity rates. Although ICP insertion may be an indicator of TBI severity, the current BTF criteria for insertion of ICP monitors may fail to identify patients likely to benefit.


Citations (60)


... Despite the established effectiveness of ASP in optimizing antimicrobial usage, there remains limited information on the cost-effectiveness of ASP when combined with PCT testing and rapid blood culture identification (BCID; bio-Mérieux BioFire ® FilmArray ® ) in critically ill patients. We previously reported on the clinical safety, feasibility and reduction in antimicrobial utilization of this intervention in critically ill patients with sepsis [13]. The aim of this paper was to explore the cost-effectiveness of our intervention as compared with pre-intervention time periods. ...

Reference:

Health Economic Evaluation of Antimicrobial Stewardship, Procalcitonin Testing, and Rapid Blood Culture Identification in Sepsis Care: A 90-Day Model-Based, Cost-Utility Analysis
Antimicrobial stewardship, procalcitonin testing, and rapid blood-culture identification to optimize sepsis care in critically ill adult patients: A quality improvement initiative

Antimicrobial Stewardship & Healthcare Epidemiology

... Traumatic brain injury (TBI) is an intracranial type of injury caused by an external pressure commonly as a result of road accidents or other causes that affect the brain. The highest incidence of this type of ABI is present in the young adult population and typically affects the frontal lobes (Corps et al. 2015;Venkatesh and White 2016), ultimately increasing the likelihood of altered consciousness as well as memory loss and deficits in executive functions (Gracey et al. 2017;Hawryluk and Manley 2015). Faced with a moderate or severe clinical condition, the risk of developing dementia in the future increases significantly, translating into numerous disabilities in the daily life of patients (Shively et al. 2012). ...

Oxford Textbook of Neurocritical Care
  • Citing Article
  • March 2016

... In preclinical models of sepsis, probiotic administration has been shown to alleviate gut barrier dysfunction and intestinal inflammation, leading to improved survival outcomes [81][82][83]. Furthermore, a systematic review of randomized controlled trials in critically ill patients reported that probiotics were effective in preventing diarrhea and infectious complications, although no significant impact on mortality was observed [84][85][86]. While probiotics have potential in improving gut microenvironment and reducing infection rates, clinicians should weigh possible risks, including probiotic-related translocation or sepsis in critically immunocompromised patients [87,88]. ...

Effect of Probiotics on Incident Ventilator-Associated Pneumonia in Critically Ill Patients: A Randomized Clinical Trial
  • Citing Article
  • September 2021

JAMA The Journal of the American Medical Association

... Завершення І фази тактики DCS при ушкодженнях живота передбачає тимчасове закриття ЧП із застосуванням методик, які забезпечують швидкий повторний доступ до органів ЧП в ІІІ фазі DCS, захист внутрішніх органів ЧП від повторного їх ушкодження та евакуацію ексудату, сприяють запобіганню контамінації ЧП та підвищенню внутрішньочеревного тиску (ВЧТ), створюють умови для подальшого зашивання лапаротомної рани [8,9,10,11]. Залежно від ситуації застосовують такі методики тимчасового закриття ЧП: зашивання тільки шкіри, фіксація шкіри затискачами для білизни, застосування методики «Сендвіч», Bogota Bag, Wittmann Patch та ін. ...

Evidence for use of damage control surgery and damage control interventions in civilian trauma patients: a systematic review and for the Indications for Trauma Damage Control Surgery International Study Group

... Patients undergoing damage control surgery often require multiple subsequent operations, increasing their overall burden of illness, and gravely unstable patients usually need at least an ileostomy [4,8]. Repeated returns to the operating room may result in complications such as a frozen abdomen, necessitating skin grafting for an open abdomen, and an increased risk of a large ventral hernia. ...

Evidence for use of damage control surgery and damage control interventions in civilian trauma patients: a systematic review

... Due to the quick progress in transportation, the frequency of TBI cases is increasing (28). Despite significant medical progress in TBI treatment, reducing the overall mortality rate from 50% 30 years ago to approximately 30% today (29,30), the emphasis on life-saving often overshadows the importance of functional rehabilitation, resulting in high disability rates among survivors. These disabilities often include cognitive, language, and physical impairments (31). ...

Adherence to brain trauma foundation guidelines for intracranial pressure monitoring in severe traumatic brain injury and the effect on outcome: A population-based study

Surgical Neurology International

... Blinding surgeons, patients, and other caregivers are often tricky in surgical trials. However, there are innovative masking methods [20]. Placebo surgery is controversial and has been restricted to cases where no adequate comparator was available or if placebo surgery had limited risk [21]. ...

Challenges and potential solutions to the evaluation, monitoring, and regulation of surgical innovations

BMC Surgery

... The evidence suggested that most practitioners and centers have adopted a restrictive RBC transfusion strategy, indicating stakeholder acceptability. 63 However, some patients may reject transfusions based on personal values or religious beliefs. 64 The panel believed that implementing restrictive transfusion strategies is feasible through behavior modification interventions, including education, institutional guidelines, and audit and feedback. ...

Facilitators of and barriers to adopting a restrictive red blood cell transfusion practice: a population-based cross-sectional survey

CMAJ Open

... For patients with Hb >9 g/dL, ICU and in-hospital mortalities were more common in patients who received a transfusion relative to those who did not (34.3% vs. 8.2% and 49.4% vs. 14.4%, respectively) (Tables 2a). Moreover, the median ICU (8 [4][5][6][7][8][9][10][11][12][13][14][15][16] vs. 4 [2][3][4][5][6][7][8] days) and hospital (19 [10][11][12][13][14][15][16][17][18][19][20][21][22][23][24][25][26][27][28] vs. 10 [5][6][7][8][9][10][11][12][13][14][15][16][17][18][19] days) stay length in this patient population was also longer in transfused vs. non-transfused patients ( Table 2b). ...

A retrospective observational analysis of red blood cell transfusion practices in stable, non-bleeding adult patients admitted to nine medical-surgical intensive care units

Journal of Intensive Care

... Consequently, these changes may potentially lead to neurological issues similar to those caused by these diseases. Nevertheless, no definitive associations have been found between RBC age and neurological outcomes in TBI (Yamal et al., 2015;Ruel-Laliberté et al., 2019). ...

Effect of age of transfused red blood cells on neurologic outcome following traumatic brain injury (ABLE-tbi Study): a nested study of the Age of Blood Evaluation (ABLE) trial

Canadian Anaesthetists? Society Journal