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Oberoi S, Garland A, Yan AP, Lambert P, Xue L, Decker K, Israels SJ, Banerji S, Bolton JM, Deleemans JM, Garand-Sheridan B, Louis D, Lix LM, Mahar AL. Mental Disorders Among Adolescents and Young Adults With Cancer: A Canadian Population-Based and Sibling Cohort Study. J Clin Oncol 2024; 42:1509-1519. [PMID: 38335465 DOI: 10.1200/jco.23.01615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 11/01/2023] [Accepted: 11/30/2023] [Indexed: 02/12/2024] Open
Abstract
PURPOSE To compare the cumulative incidence of mental disorders among adolescents and young adults (AYAs) diagnosed with cancer with the general population and their unaffected siblings. METHODS A retrospective, population-based, matched cohort design was used to investigate the impact of cancer diagnosis on mental disorders among individuals age 15-39 diagnosed between 1989 and 2019. Two cancer-free cohorts were identified: matched population-based and sibling cohorts. Outcomes included incidence of mood and anxiety disorders, substance use disorders, suicide outcomes, psychotic disorders, and any of the preceding four categories within 5 years of cancer diagnosis. Competing risk regression was used to estimate adjusted subhazard ratios (aSHR) and 95% CIs. RESULTS Among 3,818 AYAs with cancer matched to the population-based cancer-free cohort, individuals with cancer were more likely to be diagnosed with incident mental disorders than those without cancer; the risk was highest immediately after a cancer diagnosis and decreased over time with aSHR [95% CI] for mood and anxiety disorders at 0-6 months (11.27 [95% CI, 6.69 to 18.97]), 6-12 months (2.35 [95% CI, 1.54 to 3.58]), and 12-24 months (2.06 [95% CI, 1.55 to 2.75]); for substance use disorders at 0-6 months (2.73 [95% CI, 1.90 to 3.92]); for psychotic disorders at 0-6 months (4.69 [95% CI, 2.07 to 10.65]); and for any mental disorder at 0-6 months (4.46 [95% CI, 3.41 to 5.85]), 6-12 months (1.56 [95% CI, 1.14 to 2.14]), and 12-24 months (1.7 [95% CI, 1.36 to 2.13]) postcancer diagnosis. In sibling comparison, cancer diagnosis was associated with a higher incidence of mood and anxiety and any mental disorder during first 6 months of cancer diagnosis. CONCLUSION AYAs with cancer experience a greater incidence of mental disorders after cancer diagnosis relative to population-based and sibling cohorts without cancer, primarily within first 2 years, underscoring the need to address mental health concerns during this period.
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Affiliation(s)
- Sapna Oberoi
- Department of Pediatrics and Child Health, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Pediatric Hematology/Oncology, CancerCare Manitoba, Winnipeg, MB, Canada
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, MB, Canada
| | - Allan Garland
- Department of Internal Medicine, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Adam P Yan
- Division of Pediatric Hematology Oncology, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
- Department of Pediatrics, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, MA
| | - Pascal Lambert
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, MB, Canada
| | - Lin Xue
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, MB, Canada
| | - Kathleen Decker
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, MB, Canada
| | - Sara J Israels
- Department of Pediatrics and Child Health, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Pediatric Hematology/Oncology, CancerCare Manitoba, Winnipeg, MB, Canada
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, MB, Canada
| | - Shantanu Banerji
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - James M Bolton
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
- Department of Psychiatry, University of Manitoba, Winnipeg, MB, Canada
| | - Julie M Deleemans
- Department of Oncology, University of Calgary Cumming School of Medicine, Calgary, AB, Canada
| | | | - Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Alyson L Mahar
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
- School of Nursing, Queen's University, Kingston, Ontario, Canada
- Division of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
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Rahman MO, Charbonney E, Vaisler R, Khalifa A, Alhazzani W, Gossack-Keenan K, Garland A, Karachi T, Duan E, Bagshaw SM, Meade MO, Hillis C, Kavsak P, Born K, Mbuagbaw L, Siegal D, Millen T, Scales D, Amaral A, English S, McCredie VA, Dodek P, Cook DJ, Rochwerg B. A Canadian survey of perceptions and practices related to ordering of blood tests in the intensive care unit. Can J Anaesth 2024:10.1007/s12630-024-02745-x. [PMID: 38504038 DOI: 10.1007/s12630-024-02745-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 03/21/2024] Open
Abstract
PURPOSE The ordering of routine blood test panels in advance is common in intensive care units (ICUs), with limited consideration of the pretest probability of finding abnormalities. This practice contributes to anemia, false positive results, and health care costs. We sought to understand practices and attitudes of Canadian adult intensivists regarding ordering of blood tests in critically ill patients. METHODS We conducted a nationwide Canadian cross-sectional survey consisting of 15 questions assessing three domains (global perceptions, test ordering, daily practice), plus 11 demographic questions. The target sample was one intensivist per adult ICU in Canada. We summarized responses using descriptive statistics and present data as mean with standard deviation (SD) or count with percentage as appropriate. RESULTS Over seven months, 80/131 (61%) physicians responded from 77 ICUs, 50% of which were from Ontario. Respondents had a mean (SD) clinical experience of 12 (9) years, and 61% worked in academic centres. When asked about their perceptions of how frequently unnecessary blood tests are ordered, 61% responded "sometimes" and 23% responded "almost always." Fifty-seven percent favoured ordering complete blood counts one day in advance. Only 24% of respondents believed that advanced blood test ordering frequently led to changes in management. The most common factors perceived to influence blood test ordering in the ICU were physician preferences, institutional patterns, and order sets. CONCLUSION Most respondents to this survey perceived that unnecessary blood testing occurs in the ICU. The survey identified possible strategies to decrease the number of blood tests.
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Affiliation(s)
- M Omair Rahman
- McMaster University, Hamilton, ON, Canada.
- Juravinski Hospital, 711 Concession Street, Hamilton, ON, L8V 1C3, Canada.
| | - Emannuel Charbonney
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | | | | | | | | | | | | | - Erick Duan
- McMaster University, Hamilton, ON, Canada
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Maureen O Meade
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | | | | | - Karen Born
- Institute of Health Policy, Management & Evaluation, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Lawrence Mbuagbaw
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Deborah Siegal
- Department of Medicine, Clinical Epidemiology Program, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | | | - Damon Scales
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Andre Amaral
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Shane English
- Institute of Health Policy, Management & Evaluation, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Victoria A McCredie
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Peter Dodek
- Centre for Advancing Health Outcomes and Division of Critical Care Medicine, St. Paul's Hospital and The University of British Columbia, Vancouver, BC, Canada
| | - Deborah J Cook
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Bram Rochwerg
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
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Louis D, Akil H, Oberoi S, Sirski M, Alvaro R, Seshia M, Moddemann D, Lix LM, Ruth C, Garland A. Grade 7 school performance of children born preterm: a retrospective Canadian Cohort study. J Perinatol 2024:10.1038/s41372-024-01911-9. [PMID: 38438788 DOI: 10.1038/s41372-024-01911-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/31/2024] [Accepted: 02/13/2024] [Indexed: 03/06/2024]
Abstract
IMPORTANCE Data on the middle school outcomes of preterm children are limited and have methodologic issues. OBJECTIVE To study the association between preterm birth and grade 7 school performance. METHODS A retrospective population-based cohort study of children born in Manitoba, Canada between 1994 and 2006 using their grade 7 school performance data. A secondary sibling cohort was created comprising children born preterm and their full-term siblings. Primary exposure was preterm birth categorized as <28, 28-33 and 34-36 weeks gestation. The two co-primary grade 7 outcome measures were: not meeting the mathematics competencies, and not meeting the student engagement competencies. Multivariable logistic regression models tested the association between preterm birth and both co-primary outcomes; adjusted odds ratios (aORs) and 95% confidence intervals (CIs) were calculated. RESULTS 7653 preterm (gestational age median [IQR]: 35 weeks [34,36]) and 110,313 term (40 [39,40]) were included. 43% of < 28 weeks, 18% of 28-33 weeks and 17% of 34-36 weeks had the mathematics co-primary outcome compared to 13% of term children. The corresponding % for the student engagement outcome were 42%, 24%, 24% and 24% respectively. Preterm birth was associated with the mathematics (<28 weeks: 5.48, 3.89-7.70; 28-33 weeks: 1.47, 1.27-1.70; 34-36 weeks: 1.26, 1.16-1.35) and student engagement outcomes (<28 weeks: 2.49, 1.76-3.51; 28-33 weeks: 1.21, 1.06-1.39; 34-36 weeks: 1.09, 1.01-1.16). However, there was no difference in outcomes among the sibling cohort. CONCLUSIONS AND RELEVANCE Children born preterm had lower grade 7 performance compared to children born term in this population-based cohort. Screening and supports for them in their middle school years are warranted.
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Affiliation(s)
- Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada.
| | - Hammam Akil
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Sapna Oberoi
- Division of Pediatric Hematology-Oncology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Monica Sirski
- Data analyst, Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Ruben Alvaro
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Mary Seshia
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Diane Moddemann
- Neonatal Follow-up Program, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Chelsea Ruth
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Allan Garland
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
- Department of Medicine, Rady Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada
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Garland A, Mutter T, Ekuma O, Papadimitropolous C. The Effect of Frailty on Independent Living After Surgery: A Population-Based Retrospective Cohort Study. J Frailty Aging 2024; 13:57-63. [PMID: 38305444 DOI: 10.14283/jfa.2023.27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
BACKGROUND Most people value quality of life over mere duration. At least 50% of people are extremely averse to ever living in a nursing home (NH). OBJECTIVES Assess whether pre-operative frailty is associated with new, post-operative NH placement. DESIGN, SETTING Retrospective, population-based cohort study in the Canadian province of Manitoba, 2000-2017. PARTICIPANTS 7408 persons ≥65 years undergoing any of 16 specific, elective, noncardiac surgeries of varying Operative Surgical Stress (OSS). MEASUREMENTS The primary outcome was new admission to a NH, or being placed on a waiting list for a NH, within 180 days of index hospital admission, among index hospital survivors. Frailty was assessed from administrative data by the Preoperative Frailty Index (pFI), which ranges 0-1. Other outcomes were 30-day and 90-180 day mortality, and post-hospital medical resource use to 180 days. Analyses used multivariable regression models, adjusted for age, sex, OSS, year of surgery, anesthetic technique, and socioeconomic status. P-values were adjusted for the six outcomes. RESULTS Subjects had mean age (±SD) of 74±7 yrs; 61% were male. pFI ranged 0-0.68, with a mean±SD of 0.21±0.09. All six outcomes were significantly associated with greater frailty. Each additional 0.1 unit increase in pFI was associated with a hazard ratio for new NH admission or wait-listing of 3.01 (p<0.0006). CONCLUSIONS While our study agrees with prior work indicating that greater frailty is associated with higher probability of post-operative discharge to a NH, it overcomes a number of limitations of all prior work. Strong arguments follow that prospective surgical candidates be evaluated for their degree of frailty, and that their informed consent include discussion of the possibility of survival with loss of independence.
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Affiliation(s)
- A Garland
- Allan Garland, Winnipeg Health Sciences Centre, 820 Sherbrook St., GF-222, Winnipeg, Manitoba, Canada R3A1R9, , Phone: 204-787-1198
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Quail P, Keller H, Vucea V, Heckman G, Sasan M, Boscart V, Ramsey C, Garland A. A Qualitative Study of Nursing Home Staff Lived Experience With Advance Care Planning. J Am Med Dir Assoc 2023; 24:1761-1766. [PMID: 37536660 DOI: 10.1016/j.jamda.2023.06.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 06/20/2023] [Accepted: 06/21/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVE Advance care planning (ACP) within nursing homes (NHs) is an integral component of resident-centered care yet remains an ongoing area for improvement. This study explored health care providers' experiences when facilitating ACP discussions with residents and their families. DESIGN Interpretive description was used to explore meanings and generate knowledge that is applicable for clinical contexts. SETTING AND PARTICIPANTS A purposive sample of 27 staff members (2 directors of care, 3 assistant directors of care, 1 nurse practitioner, 11 registered nurses, 3 registered practical nurses, and 7 social workers) from 29 NHs located across 3 Canadian provinces that participated in cluster-randomized intervention study to improve ACP. METHODS Semistructured interviews were conducted between January and July 2020. Interpretive description methods were used for analysis. RESULTS Three themes were identified. "Navigating Relational Tensions During ACP with Families" captures the relational tensions that participants experienced while navigating ACP processes with residents and their families. The second theme, "Where's the Doctor?" highlights the general lack of physician involvement in ACP discussions and the subsequent pressures faced by participants when supporting residents and families. The last theme, "Crises Change the Best Laid Plans," illustrates the challenges participants face when trying to adhere to existing care plans during residents' medical crises. CONCLUSION AND IMPLICATIONS Participants' experiences indicate that current ACP processes in NHs do not meet the needs of residents, families, or care teams. Additional support from physicians and changes to structural processes are needed to support resident-centered end-of-life planning within this care context.
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Affiliation(s)
- Patrick Quail
- Department of Family Medicine, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada.
| | - Heather Keller
- Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - Vanessa Vucea
- Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - George Heckman
- Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - Mehar Sasan
- McMaster University, Hamilton, Ontario, Canada
| | - Veronique Boscart
- Conestoga College, Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - Clare Ramsey
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Muthumuni D, Scott I, Chochinov HM, Mahar AL, Garland SN, Schulte F, Lambert P, Lix L, Garland A, Oberoi S. Feasibility and Acceptability of a Virtual "Coping with Brain Fog" Intervention for Improving Cognitive Functioning in Young Adults with Cancer. J Adolesc Young Adult Oncol 2023; 12:662-673. [PMID: 37158780 DOI: 10.1089/jayao.2023.0022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023] Open
Abstract
Purpose: Cancer-related cognitive deficits (CRCDs) are common among young adults (YAs) (ages: 18-39) with cancer and can be debilitating. We aimed to determine the feasibility and acceptability of a virtual Coping with Brain Fog intervention among YAs with cancer. Our secondary aims were to explore the intervention's effect on cognitive functioning and psychological distress. Methods: This prospective feasibility study involved eight weekly, 90-minute virtual group sessions. Sessions focused on psychoeducation on CRCD, memory skills, task management, and psychological well-being. The primary outcomes were feasibility and acceptability of the intervention evaluated through attendance (>60% not missing >2 consecutive sessions) and satisfaction (Client Satisfaction Questionnaire [CSQ] score >20). Secondary outcomes included the following: cognitive functioning (Functional Assessment of Cancer Therapy-Cognitive Function [FACT-Cog] Scale) and symptoms of distress (Patient-Reported Outcomes Measurement Information System [PROMIS] Short Form-Anxiety/Depression/Fatigue) and participants' experiences using semistructured interviews. Paired t-tests and summative content analysis were used for quantitative and qualitative data analyses. Results: Twelve participants (five male, mean age = 33 years) were enrolled. All but one participant met feasibility criteria of not missing >2 consecutive sessions (11/12 = 92%). The mean CSQ score was 28.1 (standard deviation 2.5). Significant improvement in cognitive function as measured by FACT-Cog Scale was observed postintervention (p < 0.05). Ten participants adopted strategies from the program to combat CRCD, and eight reported CRCD symptom improvement. Conclusion: A virtual Coping with Brain Fog intervention is feasible and acceptable for the symptoms of CRCD among YAs with cancer. The exploratory data indicate subjective improvement in cognitive function, and will inform the design and implementation of a future clinical trial. ClinicalTrials.gov Registration: NCT05115422.
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Affiliation(s)
- Dhasni Muthumuni
- Department of Psychiatry, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ian Scott
- Department of Psychosocial Oncology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Harvey Max Chochinov
- Department of Psychiatry, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Alyson L Mahar
- School of Nursing, Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Sheila N Garland
- Department of Psychology, Memorial University of Newfoundland, St. John's, Newfoundland and Labrador, Canada
| | - Fiona Schulte
- Division of Psychosocial Oncology, Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Pascal Lambert
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa Lix
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Internal Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sapna Oberoi
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
- Department of Pediatrics and Child Health, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Pediatric Hematology-Oncology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
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Karlic KJ, Clouse TL, Hogan CK, Garland A, Seelye S, Sussman JB, Prescott HC. Comparison of Administrative versus Electronic Health Record-based Methods for Identifying Sepsis Hospitalizations. Ann Am Thorac Soc 2023; 20:1309-1315. [PMID: 37163757 DOI: 10.1513/annalsats.202302-105oc] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 05/10/2023] [Indexed: 05/12/2023] Open
Abstract
Rationale: Despite the importance of sepsis surveillance, no optimal approach for identifying sepsis hospitalizations exists. The Centers for Disease Control and Prevention Adult Sepsis Event Definition (CDC-ASE) is an electronic medical record-based algorithm that yields more stable estimates over time than diagnostic coding-based approaches but may still result in misclassification. Objectives: We sought to assess three approaches to identifying sepsis hospitalizations, including a modified CDC-ASE. Methods: This cross-sectional study included patients in the Veterans Affairs Ann Arbor Healthcare System admitted via the emergency department (February 2021 to February 2022) with at least one episode of acute organ dysfunction within 48 hours of emergency department presentation. Patients were assessed for community-onset sepsis using three methods: 1) explicit diagnosis codes, 2) the CDC-ASE, and 3) a modified CDC-ASE. The modified CDC-ASE required at least two systemic inflammatory response syndrome criteria instead of blood culture collection and had a more sensitive definition of respiratory dysfunction. Each method was compared with a reference standard of physician adjudication via medical record review. Patients were considered to have sepsis if they had at least one episode of acute organ dysfunction graded as "definitely" or "probably" infection related on physician review. Results: Of 821 eligible hospitalizations, 449 were selected for physician review. Of these, 98 (21.8%) were classified as sepsis by medical record review, 103 (22.9%) by the CDC-ASE, 132 (29.4%) by the modified CDC-ASE, and 37 (8.2%) by diagnostic codes. Accuracy was similar across the three methods of interest (80.6% for the CDC-ASE, 79.6% for the modified CDC-ADE, and 84.2% for diagnostic codes), but sensitivity and specificity varied. The CDC-ASE algorithm had sensitivity of 58.2% (95% confidence interval [CI], 47.2-68.1%) and specificity of 86.9% (95% CI, 82.9-90.2%). The modified CDC-ASE algorithm had greater sensitivity (69.4% [95% CI, 59.3-78.3%]) but lower specificity (81.8% [95% CI, 77.3-85.7%]). Diagnostic codes had lower sensitivity (32.7% [95% CI, 23.5-42.9%]) but greater specificity (98.6% [95% CI, 96.7-99.55%]). Conclusions: There are several approaches to identifying sepsis hospitalizations for surveillance that have acceptable accuracy. These approaches yield varying sensitivity and specificity, so investigators should carefully consider the test characteristics of each method before determining an appropriate method for their intended use.
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Affiliation(s)
- Kevin J Karlic
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Tori L Clouse
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Cainnear K Hogan
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan; and
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sarah Seelye
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan; and
| | - Jeremy B Sussman
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan; and
| | - Hallie C Prescott
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan; and
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Garland A. It Is Time to Effectively Address Unnecessary Laboratory Testing. Crit Care Med 2023; 51:830-832. [PMID: 37199551 DOI: 10.1097/ccm.0000000000005855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Affiliation(s)
- Allan Garland
- Department of Medicine, University of Manitoba Rady School of Medicine, Winnipeg, MB, Canada
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Hirshberg J, Geisheimer A, Ziegler J, Singh R, Yogendran M, Garland A. Effect of Air Transport Delay on Mortality in Critical Illness: A Population-Based Cohort Study. Air Med J 2023; 42:48-53. [PMID: 36710035 DOI: 10.1016/j.amj.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/29/2022] [Accepted: 09/22/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE For critically ill patients in remote areas, we assessed the association of transport delay via fixed wing air ambulance on 30-day mortality, excluding interhospital transports. METHODS This was a retrospective cohort analysis of all such adult transports in Manitoba, Canada, over 5.4 years. Causal mediation analysis was used, with the Acute Physiology and Chronic Health Evaluation II Acute Physiology Score at the destination intensive care unit as the mediator. The covariates were age, sex, comorbidities, socioeconomic status, and physiologic variables from the sending site. RESULTS The primary cohort was composed of 554 patients; 113 (20.4%) died within 30 days. The total transport delay (mean ± standard deviation) was 5.1 ± 1.7 hours. Compared with no delay, the average 5-hour transport delay was associated with an odds ratio for mortality of 1.34 with a 95% confidence interval from 40% lower to 270% higher, with 60% of the influence of total travel time attributable to worsening of patients' acute physiologic status during the delay in intensive care unit admission due to transport. CONCLUSIONS Although these findings provide insufficient evidence for an effect of fixed wing air transport delay on mortality among critically ill patients, they underscore the need for additional and larger studies on this topic.
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Affiliation(s)
- Jonah Hirshberg
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Andrew Geisheimer
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jennifer Ziegler
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Renate Singh
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Marina Yogendran
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada.
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Louis D, Ruth C, Garland A. Factors Moderating the Association Between Preterm Birth and Low School Readiness-Reply. JAMA Pediatr 2023; 177:102. [PMID: 36409507 DOI: 10.1001/jamapediatrics.2022.4673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Chelsea Ruth
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Medicine, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Louis D, Oberoi S, Ricci FM, Pylypjuk C, Alvaro R, Seshia M, de Cabo C, Moddemann D, Sirski M, Lix LM, Garland A, Ruth CA. Grade 3 school performance among children born preterm: a population-based cohort study. Arch Dis Child Fetal Neonatal Ed 2022; 108:286-293. [PMID: 36456174 DOI: 10.1136/archdischild-2022-324746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 11/17/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVE To study the association between prematurity and grade 3 school performance in a contemporary cohort of children. METHODS Population-based retrospective cohort study in Manitoba, Canada. Children born between 1999 and 2011 who had their grade 3 school performance data available were eligible. Preterm birth (<37 weeks) was the exposure of interest assessed using multivariable logistic regression models. Our primary outcomes were 'needs ongoing help' or 'outside the range' in at least two of each of the (1) four numeracy and (2) three reading competencies. RESULTS Of the 186 956 eligible children, 101 436 children (7187 preterm (gestational age, median (IQR) 35 weeks (34, 36)) and 94 249 term (40 weeks (39,40)) were included. Overall, 19% of preterm and 14% of term children had the numeracy outcome (adjusted OR (aOR) 1.38; 95% CI 1.29 to 1.47, p<0.001), while 19% and 13% had the reading outcome (aOR 1.38; 1.29 to 1.48, p<0.001). These differences showed a gestational age gradient. Gestational age (for numeracy, <28 weeks aOR 4.93 (3.45 to 7.03), 28-33 weeks 1.72 (1.50 to 1.98), 34-36 weeks 1.24 (1.15 to 1.34); for reading, <28 weeks 3.51 (2.40 to 5.14), 28-33 weeks 1.72 (1.49 to 1.98), 34-36 weeks 1.24 (1.17-1.37)), male sex, small for gestational age and maternal medical and sociodemographic factors were associated with the numeracy and reading outcomes in this cohort. CONCLUSIONS AND RELEVANCE Children born preterm had poorer performance in grade 3 numeracy and reading proficiencies than children born full term. All children born preterm, not just those born extremely preterm, should be screened for reading and numeracy performance in school and strategies implemented to address any deficits.
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Affiliation(s)
- Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sapna Oberoi
- Division of Pediatric Hematology-Oncology, Department of Pediatrics and Child Health, University of Manitoba, Winipeg, Manitoba, Canada
| | - Florencia M Ricci
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Christy Pylypjuk
- Department of Obstetrics and Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ruben Alvaro
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Mary Seshia
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Cecilia de Cabo
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Diane Moddemann
- Neonatal Follow up program, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Monica Sirski
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa M Lix
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada.,Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada.,Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Chelsea Anastasia Ruth
- Section of Neonatology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada.,Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
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12
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Louis D, Akil H, Bolton JM, Bacchini F, Netzel K, Oberoi S, Pylypjuk C, Flaten L, Cheung K, Lix LM, Ruth C, Garland A. Mental Disorders Among Mothers of Children Born Preterm: A Population-Based Cohort Study in Canada. Can J Psychiatry 2022; 68:338-346. [PMID: 36412096 DOI: 10.1177/07067437221138237] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND Our aim was to examine the association between preterm delivery and incident maternal mental disorders using a population-based cohort of mothers in Canada. METHODS Retrospective matched cohort study using Manitoba Centre for Health Policy (MCHP) administrative data in Manitoba. Mothers who delivered preterm babies (<37 weeks gestational age) between 1998 and 2013 were matched 1:5 to mothers of term babies using socio-demographic variables. Primary outcome was any incident mental disorder within 5 years of delivery defined as any of (a) mood and anxiety disorders, (b) psychotic disorders, (c) substance use disorders, and (d) suicide or suicide attempts. Multivariable Poisson regression model was used to estimate the 5-year adjusted incidence rate ratios (IRRs). RESULTS Mothers of preterm children (N = 5,361) had similar incidence rates of any mental disorder (17.4% vs. 16.6%, IRR = 0.99, 95% CI, 0.91 to 1.07) compared to mothers of term children (N = 24,932). Mothers of term children had a higher rate of any mental disorder in the first year while mothers of preterm children had higher rates from 2 to 5 years. Being the mother of a child born <28 week (IRR = 1.5, 95% CI, 1.14 to 2.04), but not 28-33 weeks (IRR = 1.03, 95% CI, 0.86 to 1.19) or 34-36 weeks (IRR = 0.96, 95% CI, 0.88 to 1.05), was associated with any mental disorder. INTERPRETATION Mothers of preterm and term children had similar rates of incident mental disorders within 5-years post-delivery. Extreme prematurity was a risk factor for any mental disorder. Targeted screening and support of this latter group may be beneficial.
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Affiliation(s)
- Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - Hammam Akil
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - James M Bolton
- Department of Psychiatry, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada.,Manitoba Centre for Health Policy, 8664University of Manitoba, Winnipeg, Canada
| | | | - Karen Netzel
- Neonatal Intensive Care Unit, Women's Hospital, Winnipeg, Canada
| | - Sapna Oberoi
- Department of Pediatric Hematology Oncology, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - Christy Pylypjuk
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - Lisa Flaten
- Manitoba Centre for Health Policy, 8664University of Manitoba, Winnipeg, Canada
| | - Kristene Cheung
- Department of Clinical Health Psychology, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - Lisa M Lix
- Manitoba Centre for Health Policy, 8664University of Manitoba, Winnipeg, Canada.,Department of Community Health Sciences, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
| | - Chelsea Ruth
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada.,Manitoba Centre for Health Policy, 8664University of Manitoba, Winnipeg, Canada
| | - Allan Garland
- Manitoba Centre for Health Policy, 8664University of Manitoba, Winnipeg, Canada.,Department of Medicine, Rady Faculty of Medicine, 8664University of Manitoba, Winnipeg, Canada
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Louis D, Oberoi S, Ricci MF, Pylypjuk C, Alvaro R, Seshia M, de Cabo C, Moddemann D, Lix LM, Garland A, Ruth CA. School Readiness Among Children Born Preterm in Manitoba, Canada. JAMA Pediatr 2022; 176:1010-1019. [PMID: 35939291 PMCID: PMC9361185 DOI: 10.1001/jamapediatrics.2022.2758] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 04/17/2022] [Indexed: 11/14/2022]
Abstract
Importance Children born preterm may experience learning challenges at school. However, there is a paucity of data on the school readiness of these children as they prepare to begin grade 1. Objective To examine the association between prematurity and school readiness in a population-based cohort of children. Design, Setting, and Participants This cohort study was conducted in the province of Manitoba, Canada, and involved 2 cohorts of children in kindergarten at the time of data collection. The population-based cohort included children born between January 1, 2000, and December 31, 2011, whose school readiness was assessed in kindergarten using the Early Development Instrument (EDI) data. The sibling cohort comprised children born preterm and their closest-in-age siblings born full term. Data were analyzed between March 12 and September 28, 2021. Exposures Preterm birth, defined as gestational age (GA) less than 37 weeks. Main Outcomes and Measures The primary outcome was vulnerability in the EDI, defined as a score below the tenth percentile of the Canadian population norms for any 1 or more of the 5 EDI domains (physical health and well-being, social competence, emotional maturity, language and cognitive development, and communication skills and general knowledge). Logistic regression models were used to identify the factors associated with vulnerability in the EDI. P values were adjusted for multiplicity using the Simes false discovery method. Results Of 86 829 eligible children, 63 277 were included, of whom 4352 were preterm (mean [SD] GA, 34 [2] weeks; 2315 boys [53%]) and 58 925 were full term (mean [SD] GA, 39 (1) weeks; 29 885 boys [51%]). Overall, 35% of children (1536 of 4352) born preterm were vulnerable in the EDI compared with 28% of children (16 449 of 58 925) born full term (adjusted odds ratio [AOR], 1.32; 95% CI, 1.23-1.41; P < .001]). Compared with children born full term, those born preterm had a higher percentage of vulnerability in each of the 5 EDI domains. In the population-based cohort, prematurity (34-36 weeks' GA: AOR, 1.23 [95% CI, 1.14-1.33]; <34 weeks' GA: AOR, 1.72 [95% CI, 1.48-1.99]), male sex (AOR, 2.24; 95% CI, 2.16-2.33), small for gestational age (AOR, 1.31; 95% CI, 1.23-1.40), and various maternal medical and sociodemographic factors were associated with EDI vulnerability. In the sibling cohort, EDI outcomes were similar for both children born preterm and their siblings born full term except for the communication skills and general knowledge domain (AOR, 1.39; 95% CI, 1.07-1.80) and Multiple Challenge Index (AOR, 1.43; 95% CI, 1.06-1.92), whereas male sex (AOR, 2.19; 95% CI, 1.62-2.96) and maternal age at delivery (AOR, 1.53; 95% CI, 1.38-1.70) were associated with EDI vulnerability. Conclusions and Relevance Results of this study suggest that, in a population-based cohort, children born preterm had a lower school-readiness rate than children born full term, but this difference was not observed in the sibling cohort. Child and maternal factors were associated with lack of school readiness among this population-based cohort.
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Affiliation(s)
- Deepak Louis
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sapna Oberoi
- Division of Pediatric Hematology/Oncology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - M. Florencia Ricci
- Neonatal Follow up Program, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Christy Pylypjuk
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ruben Alvaro
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Mary Seshia
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Cecilia de Cabo
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Diane Moddemann
- Neonatal Follow up Program, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa M. Lix
- Department of Community Health Sciences, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Medicine, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Chelsea A. Ruth
- Section of Neonatology, Department of Pediatrics and Child Health, Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Rimmer E, Garland A, Kumar A, Doucette S, Houston BL, Menard CE, Leeies M, Turgeon AF, Mahmud S, Houston DS, Zarychanski R. White blood cell count trajectory and mortality in septic shock: a historical cohort study. Can J Anaesth 2022; 69:1230-1239. [PMID: 35902458 PMCID: PMC9334545 DOI: 10.1007/s12630-022-02282-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 01/12/2023] Open
Abstract
PURPOSE Septic shock is associated with a mortality of 20-40%. The white blood cell count (WBC) at hospital admission correlates with prognosis in septic shock. Here, we explore whether the trajectory of WBC after admission provides further information about outcomes. We aimed to identify groups of patients with different WBC trajectories and the association of WBC trajectory with mortality. METHODS We included adult patients with septic shock in two academic intensive care units (ICU) in Winnipeg, MB, Canada between 2006 and 2012. We used group-based trajectory analysis to group patients according to their WBC patterns over the first seven days in the ICU. Our primary analysis was the association of WBC trajectory group on 30-day mortality using multivariable Cox proportional hazards regression. RESULTS We included 917 patients with septic shock. The final model identified seven distinct WBC trajectories. The rising WBC trajectory was independently associated with increased mortality (hazard ratio, 3.41; 95% confidence interval, 1.86 to 6.26; P < 0.001) compared with the stable WBC trajectory. CONCLUSION In patients with septic shock, distinct and clinically relevant groups can be identified by analyzing WBC trajectories. A rising WBC trajectory was associated with higher mortality.
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Affiliation(s)
- Emily Rimmer
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
- Department of Internal Medicine, Section of Medical Oncology/Hematology, University of Manitoba, Winnipeg, MB, Canada.
- Department of Medical Oncology and Haematology, CancerCare Manitoba, 675 McDermot Ave, Winnipeg, MB, R3E 0V9, Canada.
| | - Allan Garland
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Anand Kumar
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Steve Doucette
- Capital District Health Authority, Dalhousie University, Halifax, NS, Canada
| | - Brett L Houston
- Department of Internal Medicine, Section of Medical Oncology/Hematology, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology and Haematology, CancerCare Manitoba, 675 McDermot Ave, Winnipeg, MB, R3E 0V9, Canada
| | - Chantalle E Menard
- Department of Internal Medicine, Section of Medical Oncology/Hematology, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology and Haematology, CancerCare Manitoba, 675 McDermot Ave, Winnipeg, MB, R3E 0V9, Canada
| | - Murdoch Leeies
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Alexis F Turgeon
- CHU de Québec - Université Laval Research Centre, Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Université Laval, Québec City, QC, Canada
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Faculty of Medicine, Université Laval, Québec City, QC, Canada
| | - Salah Mahmud
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Donald S Houston
- Department of Internal Medicine, Section of Medical Oncology/Hematology, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology and Haematology, CancerCare Manitoba, 675 McDermot Ave, Winnipeg, MB, R3E 0V9, Canada
| | - Ryan Zarychanski
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Section of Medical Oncology/Hematology, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology and Haematology, CancerCare Manitoba, 675 McDermot Ave, Winnipeg, MB, R3E 0V9, Canada
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
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Garland A, Marrie RA, Wunsch H, Yogendran M, Chateau D. Administrative Data Is Insufficient to Identify Near-Future Critical Illness: A Population-Based Retrospective Cohort Study. Front Epidemiol 2022; 2:944216. [PMID: 38455278 PMCID: PMC10910992 DOI: 10.3389/fepid.2022.944216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 06/13/2022] [Indexed: 03/09/2024]
Abstract
Background Prediction of future critical illness could render it practical to test interventions seeking to avoid or delay the coming event. Objective Identify adults having >33% probability of near-future critical illness. Research Design Retrospective cohort study, 2013-2015. Subjects Community-dwelling residents of Manitoba, Canada, aged 40-89 years. Measures The outcome was a near-future critical illness, defined as intensive care unit admission with invasive mechanical ventilation, or non-palliative death occurring 30-180 days after 1 April each year. By dividing the data into training and test cohorts, a Classification and Regression Tree analysis was used to identify subgroups with ≥33% probability of the outcome. We considered 72 predictors including sociodemographics, chronic conditions, frailty, and health care utilization. Sensitivity analysis used logistic regression methods. Results Approximately 0.38% of each yearly cohort experienced near-future critical illness. The optimal Tree identified 2,644 mutually exclusive subgroups. Socioeconomic status was the most influential variable, followed by nursing home residency and frailty; age was sixth. In the training data, the model performed well; 41 subgroups containing 493 subjects had ≥33% members who developed the outcome. However, in the test data, those subgroups contained 429 individuals, with 20 (4.7%) experiencing the outcome, which comprised 0.98% of all subjects with the outcome. While logistic regression showed less model overfitting, it likewise failed to achieve the stated objective. Conclusions High-fidelity prediction of near-future critical illness among community-dwelling adults was not successful using population-based administrative data. Additional research is needed to ascertain whether the inclusion of additional types of data can achieve this goal.
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Affiliation(s)
- Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Ruth Ann Marrie
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Hannah Wunsch
- Department of Anesthesia, University of Toronto, Toronto, ON, Canada
| | - Marina Yogendran
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Daniel Chateau
- Research School of Population Health, Australian National University, Canberra, ACT, Australia
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Wilcox ME, Daou M, Dionne JC, Dodek P, Englesakis M, Garland A, Lauzon C, Loubani O, Rochwerg B, Shankar-Hari M, Thavorn K, Tricco AC. Protocol for a scoping review of sepsis epidemiology. Syst Rev 2022; 11:125. [PMID: 35718762 PMCID: PMC9208121 DOI: 10.1186/s13643-022-02002-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 06/08/2022] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION Sepsis is a common, life-threatening syndrome of physiologic, pathologic, and biochemical abnormalities that are caused by infection and propagated by a dysregulated immune response. In 2017, the estimated annual incidence of sepsis around the world was 508 cases per 100,000 (95% confidence interval [CI], 422-612 cases per 100,000), however, reported incidence rates vary significantly by country. A scoping review will identify knowledge gaps by systematically investigating the incidence of sepsis. METHODS AND ANALYSIS This scoping review will be guided by the updated JBI (formerly Joanna Briggs Institute) methodology. We will search the following electronic databases: MEDLINE, EMBASE, CINAHL, and Cochrane Database of Systematic Reviews/Central Register of Controlled Trials. In addition, we will search websites of trial and study registries. We will review titles and abstracts of potentially eligible studies and then full-texts by two independent reviewers. We will include any study that is focused on the incidence of sepsis or septic shock in any population. Data will be abstracted independently using pre-piloted data extraction forms, and we will present results according to the Preferred Reporting Items for Systematic Reviews and Meta-analysis Protocols Extension for Scoping Reviews. ETHICS AND DISSEMINATION The results of this review will be used to create a publicly available indexed and searchable electronic registry of existing sepsis research relating to incidence in neonates, children, and adults. With input from stakeholders, we will identify the implications of study findings for policy, practice, and research. Ethics approval was not required given this study reports on existing literature.
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Affiliation(s)
- M Elizabeth Wilcox
- Department of Medicine, University Health Network, Toronto, ON, Canada. .,Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
| | - Marietou Daou
- Department of Medicine, University Health Network, Toronto, ON, Canada
| | - Joanna C Dionne
- Department of Medicine, McMaster University, Hamilton, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Peter Dodek
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada.,Center for Health Evaluation and Outcome Sciences, St. Paul's Hospital and University of British Columbia, Vancouver, BC, Canada
| | - Marina Englesakis
- Library & Information Services, University Health Network, Toronto, ON, Canada
| | - Allan Garland
- Professor of Medicine, and Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Claire Lauzon
- Department of Medicine, University Health Network, Toronto, ON, Canada
| | - Osama Loubani
- Departments of Emergency Medicine and Critical Care, Dalhousie University, Halifax, NS, Canada
| | - Bram Rochwerg
- Department of Medicine, McMaster University, Hamilton, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Manu Shankar-Hari
- Chair of Translational Critical Care Medicine, Centre for Inflammation Research, The University of Edinburgh, Edinburgh, UK
| | - Kednapa Thavorn
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON, Canada
| | - Andrea C Tricco
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada.,Epidemiology Division and Institute of Health Policy, Management, and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Queen's Collaboration for Health Care Quality Joanna Briggs Institute Centre of Excellence, Queen's University, Kingston, Canada
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Garland A, Keller H, Quail P, Boscart V, Heyer M, Ramsey C, Vucea V, Choi N, Bains I, King S, Oshchepkova T, Kalashnikova T, Kroetsch B, Steer J, Heckman G. BABEL (Better tArgeting, Better outcomes for frail ELderly patients) advance care planning: a comprehensive approach to advance care planning in nursing homes: a cluster randomised trial. Age Ageing 2022; 51:6552807. [PMID: 35325020 PMCID: PMC8946666 DOI: 10.1093/ageing/afac049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/24/2021] [Indexed: 11/23/2022] Open
Abstract
Background Nursing home (NH) residents should have the opportunity to consider, discuss and document their healthcare wishes. However, such advance care planning (ACP) is frequently suboptimal. Objective Assess a comprehensive, person-centred ACP approach. Design Unblinded, cluster randomised trial. Setting Fourteen control and 15 intervention NHs in three Canadian provinces, 2018–2020. Subjects 713 residents (442 control, 271 intervention) aged ≥65 years, with elevated mortality risk. Methods The intervention was a structured, \documentclass[12pt]{minimal}
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}{}$\sim$\end{document}60-min discussion between a resident, substitute decision-maker (SDM) and nursing home staff to: (i) confirm SDMs’ identities and role; (ii) prepare SDMs for medical emergencies; (iii) explain residents’ clinical condition and prognosis; (iv) ascertain residents’ preferred philosophy to guide decision-making and (v) identify residents’ preferred options for specific medical emergencies. Control NHs continued their usual ACP processes. Co-primary outcomes were: (a) comprehensiveness of advance care planning, assessed using the Audit of Advance Care Planning, and (b) Comfort Assessment in Dying. Ten secondary outcomes were assessed. P-values were adjusted for all 12 outcomes using the false discovery rate method. Results The intervention resulted in 5.21-fold higher odds of respondents rating ACP comprehensiveness as being better (95% confidence interval [CI] 3.53, 7.61). Comfort in dying did not differ (difference = −0.61; 95% CI −2.2, 1.0). Among the secondary outcomes, antimicrobial use was significantly lower in intervention homes (rate ratio = 0.79, 95% CI 0.66, 0.94). Conclusions Superior comprehensiveness of the BABEL approach to ACP underscores the importance of allowing adequate time to address all important aspects of ACP and may reduce unwanted interventions towards the end of life.
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Affiliation(s)
- Allan Garland
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Heather Keller
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Patrick Quail
- Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Veronique Boscart
- School of Health and Life Sciences, Conestoga College, Kitchener, Ontario, Canada
| | - Michelle Heyer
- School of Health and Life Sciences, Conestoga College, Kitchener, Ontario, Canada
| | - Clare Ramsey
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Vanessa Vucea
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Nora Choi
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ikdip Bains
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Seema King
- Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tatiana Oshchepkova
- Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Brittany Kroetsch
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Jessica Steer
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - George Heckman
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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19
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Leeies M, Gershengorn HB, Charbonney E, Kumar A, Fergusson DA, Turgeon AF, Garland A, Houston DS, Houston B, Rimmer E, Jacobsohn E, Murthy S, Fowler R, Balshaw R, Zarychanski R. Epidemiology of intravenous immune globulin in septic shock: a retrospective cohort analysis of the Premier Healthcare Database. Can J Anaesth 2021; 68:1641-1650. [PMID: 34378167 DOI: 10.1007/s12630-021-02081-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 06/11/2021] [Accepted: 06/11/2021] [Indexed: 10/20/2022] Open
Abstract
PURPOSE Intravenous immune globulin (IVIG) may improve survival in people with septic shock. Current utilization patterns of IVIG are unknown. We sought to characterize adult patients with septic shock requiring vasopressors who received IVIG, describes IVIG regimens, and evaluate determinants of IVIG use in patients with septic shock. METHODS We conducted a retrospective database study of adult patients with septic shock admitted to US hospitals in the Premier Healthcare Database (from July 2010 to June 2013). We described the proportion of patients with septic shock receiving IVIG, examined IVIG regimens across sites and employed random-effects multivariable regression techniques to identify predictors of IVIG use. RESULTS Intravenous immune globulin was administered to 0.3% (n = 685) of patients with septic shock; with a median [interquartile range (IQR)] dose of 1 [0.5-1.8] g·kg-1 for a median [IQR] of 1 [1-2] day. Receipt of IVIG was less likely for Black patients (odds ratio [OR], 0.54; 95% confidence interval [CI] 0.41 to 0.72) and patients without private insurance (Medicare OR, 0.73; 95% CI 0.59 to 0.90; Medicaid OR, 0.41; 95% CI 0.30 to 0.57) and more likely for patients with immunocompromise (OR, 6.83; 95% CI 5.47 to 8.53), necrotizing fasciitis (OR, 9.78; 95% CI 6.97 to 13.72), and toxic shock (OR, 56.9; 95% CI 38.7 to 83.7). CONCLUSIONS Intravenous immune globulin is used infrequently across the US in patients with septic shock. Regimens of IVIG in septic shock may be less intensive than those associated with a survival benefit in meta-analyses. Observed infrequent use supports apparent clinical equipoise, perhaps secondary to limitations of the primary literature. A clinical trial evaluating the role of IVIG in septic shock is needed.
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Affiliation(s)
- Murdoch Leeies
- Department of Emergency Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada.
| | - Hayley B Gershengorn
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Miami, Miller School of Medicine, Miami, FL, USA
- Division of Critical Care Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Emmanuel Charbonney
- Department of Medicine, Critical Care, Université de Montréal, Montreal, QC, Canada
| | - Anand Kumar
- Section of Critical Care Medicine, Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, Canada
| | - Dean A Fergusson
- Departments of Medicine, Surgery, Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Adjunct Scientist, Canadian Blood Services, Ottawa, Canada
| | - Alexis F Turgeon
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec City, QC, Canada
- CHU de Québec - Université Laval Research Center, Population Health and Optimal Health Practices Unit (Trauma - Emergency - Critical Care Medicine),, Québec City, QC, Canada
| | - Allan Garland
- Section of Critical Care Medicine, Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Donald S Houston
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Brett Houston
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Emily Rimmer
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Eric Jacobsohn
- Section of Critical Care Medicine, Department of Anesthesiology, University of Manitoba, Winnipeg, MB, Canada
| | - Srinivas Murthy
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Rob Fowler
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Robert Balshaw
- George & Fay Yee Centre for Healthcare Innovation, University of Manitoba, Winnipeg, MB, Canada
| | - Ryan Zarychanski
- Section of Critical Care Medicine, Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
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20
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Blankstein AR, Houston BL, Fergusson DA, Houston DS, Rimmer E, Bohm E, Aziz M, Garland A, Doucette S, Balshaw R, Turgeon A, Zarychanski R. Transfusion in orthopaedic surgery : a retrospective multicentre cohort study. Bone Jt Open 2021; 2:850-857. [PMID: 34665003 PMCID: PMC8558454 DOI: 10.1302/2633-1462.210.bjo-2021-0077.r1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Aims Orthopaedic surgeries are complex, frequently performed procedures associated with significant haemorrhage and perioperative blood transfusion. Given refinements in surgical techniques and changes to transfusion practices, we aim to describe contemporary transfusion practices in orthopaedic surgery in order to inform perioperative planning and blood banking requirements. Methods We performed a retrospective cohort study of adult patients who underwent orthopaedic surgery at four Canadian hospitals between 2014 and 2016. We studied all patients admitted to hospital for nonarthroscopic joint surgeries, amputations, and fracture surgeries. For each surgery and surgical subgroup, we characterized the proportion of patients who received red blood cell (RBC) transfusion, the mean/median number of RBC units transfused, and exposure to platelets and plasma. Results Of the 14,584 included patients, the most commonly performed surgeries were knee arthroplasty (24.8%), hip arthroplasty (24.6%), and hip fracture surgery (17.4%). A total of 10.3% of patients received RBC transfusion; the proportion of patients receiving RBC transfusions varied widely based on the surgical subgroup (0.0% to 33.1%). Primary knee arthroplasty and hip arthroplasty, the two most common surgeries, were associated with in-hospital transfusion frequencies of 2.8% and 4.5%, respectively. RBC transfusion occurred in 25.0% of hip fracture surgeries, accounting for the greatest total number of RBC units transfused in our cohort (38.0% of all transfused RBC units). Platelet and plasma transfusions were uncommon. Conclusion Orthopaedic surgeries were associated with variable rates of transfusion. The rate of RBC transfusion is highly dependent on the surgery type. Identifying surgeries with the highest transfusion rates, and further evaluation of factors that contribute to transfusion in identified at-risk populations, can serve to inform perioperative planning and blood bank requirements, and facilitate pre-emptive transfusion mitigation strategies. Cite this article: Bone Jt Open 2021;2(10):850–857.
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Affiliation(s)
- Anna R Blankstein
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - Brett L Houston
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.,Department of Internal Medicine - Hematology/Oncology, University of Manitoba Max Rady College of Medicine, Winnipeg, Canada.,Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada
| | - Dean A Fergusson
- Clinical Epidemiology, Ottawa Hospital Research Institute, Ottawa, Canada.,Department of Medicine, University of Ottawa, Ottawa, Canada
| | - Donald S Houston
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.,Department of Internal Medicine - Hematology/Oncology, University of Manitoba Max Rady College of Medicine, Winnipeg, Canada.,Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada
| | - Emily Rimmer
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.,Department of Internal Medicine - Hematology/Oncology, University of Manitoba Max Rady College of Medicine, Winnipeg, Canada.,Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada
| | - Eric Bohm
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.,Department of Orthopedic Surgery, University of Manitoba, Winnipeg, Canada
| | - Mina Aziz
- Department of Orthopedic Surgery, University of Manitoba, Winnipeg, Canada
| | - Allan Garland
- Department of Internal Medicine - Critical Care, University of Manitoba Max Rady College of Medicine, Winnipeg, Canada.,Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Steve Doucette
- Research Methods Unit, Nova Scotia Health Authority, Halifax, Canada
| | - Robert Balshaw
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Alexis Turgeon
- Department of Anesthesiology and Critical Care, Universite Laval Faculte de medecine, Quebec, Canada.,CHU de Québec - Université Laval Research Center, Population Health and Optimal Health Practices Research Unit (Trauma-Emergency-Critical Care Medicine), Université Laval, Quebec, Canada
| | - Ryan Zarychanski
- Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.,Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.,Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada.,Internal Medicine - Hematology/Oncology and Critical Care, University of Manitoba Max Rady College of Medicine, Winnipeg, Canada
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21
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Garland A, Cortegiani A. Medical dominos: impact of COVID-19 care on the health of the population. Intensive Care Med 2021; 47:1475-1477. [PMID: 34613455 PMCID: PMC8493780 DOI: 10.1007/s00134-021-06545-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 09/25/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Allan Garland
- Departments of Medicine and Community Health Sciences, University of Manitoba, 820 Sherbrook Street, Room GF-222, Winnipeg, MB, R3A 1R9, Canada.
| | - Andrea Cortegiani
- Department of Surgical Oncological and Oral Science (Di.Chir. On.S), University of Palermo, Palermo, Italy.,Department of Anesthesia Intensive Care and Emergency, Policlinico Paolo Giaccone, Palermo, Italy
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22
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Leeies M, Gershengorn HB, Charbonney E, Kumar A, Fergusson D, Turgeon AF, Cowan J, Paunovic B, Embil J, Garland A, Houston DS, Houston B, Rimmer E, Siddiqui F, Cameron B, Murthy S, Marshall JC, Fowler R, Zarychanski R. Intravenous immune globulin in septic shock: a Canadian national survey of critical care medicine and infectious disease specialist physicians. Can J Anaesth 2021; 68:782-790. [PMID: 33598888 DOI: 10.1007/s12630-021-01941-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/17/2020] [Accepted: 11/10/2020] [Indexed: 10/22/2022] Open
Abstract
PURPOSE This national survey evaluated the perceived efficacy and safety of intravenous immune globulin (IVIG) in septic shock, self-reported utilization patterns, barriers to use, the population of interest for further trials and willingness to participate in future research of IVIG in septic shock. METHODS We conducted a cross-sectional survey of critical care and infectious diseases physicians across Canada. We summarized categorical item responses as counts and proportions. We developed a multivariable logistic regression model to identify physician-level predictors of IVIG use in septic shock. RESULTS Our survey was disseminated to 674 eligible respondents with a final response rate of 60%. Most (91%) respondents reported having prescribed IVIG to patients with septic shock at least once, 86% for septic shock due to necrotizing fasciitis, 52% for other bacterial toxin-mediated causes of septic shock, and 5% for undifferentiated septic shock. The majority of respondents expressed uncertainty regarding the impact of IVIG on mortality (97%) and safety (95%) in septic shock. Respondents were willing to participate in further IVIG research with 98% stating they would consider enrolling their patients into a trial of IVIG in septic shock. Familiarity with published evidence was the single greatest predictor of IVIG use in septic shock (odds ratio, 10.2; 95% confidence interval, 3.4 to 30.5; P < 0.001). CONCLUSIONS Most Canadian critical care and infectious diseases specialist physicians reported previous experience using IVIG in septic shock. Respondents identified inadequacy of existing research as the greatest barrier to routine use of IVIG in septic shock. Most respondents support the need for further studies on IVIG in septic shock, and would consider enrolling their own patients into a trial of IVIG in septic shock.
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Affiliation(s)
- Murdoch Leeies
- Department of Emergency Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada.
| | - Hayley B Gershengorn
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Miami, Miami, FL, USA
- School of Medicine, Miami, FL, USA
- Division of Critical Care Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Emmanuel Charbonney
- Department of Medicine, Critical Care, Université de Montréal, Montreal, QC, Canada
| | - Anand Kumar
- Department of Medical Microbiology, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Dean Fergusson
- Departments of Medicine, Surgery, Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada
- Canadian Blood Services, Ottawa, Canada
| | - Alexis F Turgeon
- CHU de Québec - Université Laval Research Center, Population Health and Optimal Health Practices Research Unit (Trauma-Emergency-Critical Care Medicine), Québec City, QC, Canada
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Université Laval, Québec City, QC, Canada
| | - Juthaporn Cowan
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Bojan Paunovic
- Department of Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - John Embil
- Department of Medicine, Section of Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Allan Garland
- Department of Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Donald S Houston
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Brett Houston
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Emily Rimmer
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
| | - Faisal Siddiqui
- Department of Anesthesiology, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Bill Cameron
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Srinivas Murthy
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - John C Marshall
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Rob Fowler
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Ryan Zarychanski
- Department of Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Oncology & Hematology, Cancercare Manitoba, Winnipeg, MB, Canada
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23
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Houston BL, Fergusson DA, Falk J, Krupka E, Perelman I, Breau RH, McIsaac DI, Rimmer E, Houston DS, Garland A, Ariano RE, Tinmouth A, Balshaw R, Turgeon AF, Jacobsohn E, Zarychanski R. Prophylactic tranexamic acid use in non-cardiac surgeries at high risk for transfusion. Transfus Med 2021; 31:236-242. [PMID: 33938051 DOI: 10.1111/tme.12780] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/29/2021] [Accepted: 04/18/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Tranexamic acid (TXA) reduces transfusion in a wide range of surgical populations, although its real-world use in non-cardiac surgeries has not been well described. The objective of this study was to describe prophylactic TXA use in non-cardiac surgeries at high risk for transfusion. METHODS This is a retrospective cohort study of all adult patients undergoing major non-cardiac surgery at ≥5% risk of perioperative transfusion at five Canadian hospitals between January 2014 and December 2016. Canadian Classification of Health Interventions procedure codes within the Discharge Abstract Database were linked to transfusion and laboratory databases. TXA use was ascertained electronically from The Ottawa Hospital Data Warehouse and via manual chart review for Winnipeg hospitals. For each surgery, we evaluated the percentage of patients who received TXA as well as the specifics of TXA dosing and administration. RESULTS TXA use was evaluable in 14 300 patients. Overall, 17% of surgeries received TXA, ranging from 0% to 68% among individual surgeries. TXA use was more common in orthopaedic (n = 2043/4942; 41%) and spine surgeries (n = 239/1322; 18%) compared to other surgical domains (n = 109/8036; 1%). TXA was commonly administered as a bolus (n = 2097/2391; 88%). The median TXA dose was 1000 mg (IQR 1000-1000 mg). CONCLUSION TXA is predominantly used in orthopaedic and spine surgeries, with little uptake in other non-cardiac surgeries at high risk for red blood cell transfusion. Further studies are needed to evaluate the effectiveness and safety of TXA and to understand the barriers to TXA administration in a broad range of non-cardiac surgeries.
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Affiliation(s)
- Brett L Houston
- Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada.,Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada.,College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Dean A Fergusson
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada.,Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada
| | - Jamie Falk
- College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Emily Krupka
- Faculty of Science, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Iris Perelman
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada
| | - Rodney H Breau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada.,Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel I McIsaac
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada.,Department of Anesthesiology and Pain Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Emily Rimmer
- Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada.,Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Donald S Houston
- Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada.,Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada.,Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Robert E Ariano
- College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Alan Tinmouth
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada.,Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada
| | - Robert Balshaw
- George & Fay Yee Center for Healthcare Innovation, University of Manitoba, Winnipeg, Manitoba, Canada.,Winnipeg Regional Health Authority, Winnipeg, Manitoba, Canada
| | - Alexis F Turgeon
- Division of Critical Care Medicine, Faculty of Medicine, Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec City, Québec, Canada.,CHU de Québec-Université Laval Research Centre, Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Université Laval, Québec City, Québec, Canada
| | - Eric Jacobsohn
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ryan Zarychanski
- Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada.,Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada.,Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
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24
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Abstract
BACKGROUND Factors influencing the quality of end-of-life communication are relevant to improving end-of-life care. We assessed the quality of end-of-life communication and influencing factors in 2 intensive care unit (ICU) cohorts at high risk of death: patients living in nursing homes and those on extracorporeal membrane oxygenation (ECMO). METHODS This retrospective cohort study included admissions to 4 ICUs in Winnipeg, Manitoba, from 2000 to 2017. We identified cohorts and influencing factors from the Winnipeg ICU database and by manual chart review. We assessed quality of end-of-life communication using 18 validated, binary quality indicators to calculate a weighted, scaled, composite score (range 0-100). We used median regression to identify factors associated with the composite score. RESULTS The ECMO cohort (n = 109) was younger than the nursing home cohort (n = 230), with longer hospital stays and higher disease severity. Mean composite scores of end-of-life communication were extremely low in both cohorts (mean 48.5 [standard error of the mean (SEM) 1.7] for the nursing home cohort, 49.1 [SEM 2.5] for the ECMO cohort). Patient characteristics associated with higher median composite scores were older age (5.0 per decade, 95% confidence interval [CI] 2.1-7.8) and lower (worse) Glasgow Coma Scale (GCS) scores (1.8 per GCS point, 95% CI 0.5-3.2). The median composite score rose significantly over time (1.7 per year, 95% CI 0.5-2.8). INTERPRETATION The quality of end-of-life communication in ICUs is poor, and factors associated with better prognosis are also associated with worse communication. Direct and early communication should occur with all patients in the ICU and their surrogates, not just those who are believed most likely to die.
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Affiliation(s)
- Tammy L Pham
- Physician Assistant Education Program (Pham), University of Manitoba; Winnipeg Regional Health Authority (Pham); Departments of Internal Medicine and Community Health Sciences (Garland), University of Manitoba, Winnipeg, Man.
| | - Allan Garland
- Physician Assistant Education Program (Pham), University of Manitoba; Winnipeg Regional Health Authority (Pham); Departments of Internal Medicine and Community Health Sciences (Garland), University of Manitoba, Winnipeg, Man
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25
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Haas B, Jeon SH, Rotermann M, Stepner M, Fransoo R, Sanmartin C, Wunsch H, Scales DC, Iwashyna TJ, Garland A. Association of Severe Trauma With Work and Earnings in a National Cohort in Canada. JAMA Surg 2020; 156:51-59. [PMID: 33112383 DOI: 10.1001/jamasurg.2020.4599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Traumatic injury disproportionately affects adults of working age. The ability to work and earn income is a key patient-centered outcome. The association of severe injury with work and earnings appears to be unknown. Objective To evaluate the association of severe traumatic injury with subsequent employment and earnings in long-term survivors. Design, Setting, and Participants This is a retrospective, matched, national, population-based cohort study of adults who had employment and were hospitalized with severe traumatic injury in Canada between January 2008 and December 2010. All acute care hospitalizations for severe injury were included if they involved adults aged 30 to 61 years who were hospitalized with severe traumatic injury, working in the 2 years prior to injury, and alive through the third calendar year after their injury. Patients were matched with unexposed control participants based on age, sex, marital status, province of residence, rurality, baseline health characteristics, baseline earnings, self-employment status, union membership, and year of the index event. Data analysis occurred from March 2019 to December 2019. Main Outcomes and Measures Changes in employment status and annual earnings, compared with unexposed control participants, were evaluated in the third calendar year after injury. Weighted multivariable probit regression was used to compare proportions of individuals working between those who survived trauma and control participants. The association of injury with mean yearly earnings was quantified using matched difference-in-difference, ordinary least-squares regression. Results A total of 5167 adults (25.6% female; mean [SD] age, 47.3 [8.8] years) with severe injuries were matched with control participants who were unexposed (25.6% female; mean [SD] age, 47.3 [8.8] years). Three years after trauma, 79.3% of those who survived trauma were working, compared with 91.7% of control participants, a difference of -12.4 (95% CI, -13.5 to -11.4) percentage points. Three years after injury, patients with injuries experienced a mean loss of $9745 (95% CI, -$10 739 to -$8752) in earnings compared with control participants, representing a 19.0% difference in annual earnings. Those who remained employed 3 years after injury experienced a 10.8% loss of earnings compared with control participants (-$6043 [95% CI, -$7101 to -$4986]). Loss of work was proportionately higher in those with lower preinjury income (lowest tercile, -18.5% [95% CI, -20.8% to -16.2%]; middle tercile, -11.5% [95% CI, -13.2% to -9.9%]; highest tercile, -6.0% (95% CI, -7.8% to -4.3%]). Conclusions and Relevance In this study, severe traumatic injury had a significant association with employment and earnings of adults of working age. Those with lower preinjury earnings experienced the greatest relative loss of employment and earnings.
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Affiliation(s)
- Barbara Haas
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Michael Stepner
- Department of Economics, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Randy Fransoo
- Manitoba Centre for Health Policy, University of Manitoba Winnipeg, Manitoba, Canada
| | | | - Hannah Wunsch
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Damon C Scales
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Theodore J Iwashyna
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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26
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Houston BL, Fergusson DA, Falk J, Krupka E, Perelman I, Breau RH, McIsaac DI, Rimmer E, Houston DS, Garland A, Ariano RE, Tinmouth A, Balshaw R, Turgeon AF, Jacobsohn E, Park J, Buduhan G, Johnson M, Koulack J, Zarychanski R. Evaluation of Transfusion Practices in Noncardiac Surgeries at High Risk for Red Blood Cell Transfusion: A Retrospective Cohort Study. Transfus Med Rev 2020; 35:16-21. [PMID: 32994103 DOI: 10.1016/j.tmrv.2020.08.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 08/17/2020] [Accepted: 08/21/2020] [Indexed: 01/28/2023]
Abstract
Perioperative bleeding is a major indication for red blood cell (RBC) transfusion, yet transfusion data in many major noncardiac surgeries are lacking and do not reflect recent blood conservation efforts. We aim to describe transfusion practices in noncardiac surgeries at high risk for RBC transfusion. We completed a retrospective cohort study to evaluate adult patients undergoing major noncardiac surgery at 5 Canadian hospitals between January 2014 and December 2016. We used Canadian Classification of Health Interventions procedure codes within the Discharge Abstract Database, which we linked to transfusion and laboratory databases. We studied all patients undergoing a major noncardiac surgery at ≥5% risk of perioperative RBC transfusion. For each surgery, we characterized the percentage of patients exposed to an RBC transfusion, the mean/median number of RBC units transfused, and platelet and plasma exposure. We identified 85 noncardiac surgeries with an RBC transfusion rate ≥5%, representing 25,607 patient admissions. The baseline RBC transfusion rate was 16%, ranging from 5% to 49% among individual surgeries. Of those transfused, the median (Q1, Q3) number of RBCs transfused was 2 U (1, 3 U); 39% received 1 U RBC, 36% received 2 U RBC, and 8% were transfused ≥5 U RBC. Platelet and plasma transfusions were overall low. In the era of blood conservation, we described transfusion practices in major noncardiac surgeries at high risk for RBC transfusion, which has implications for patient consent, preoperative surgical planning, and blood bank inventory management.
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Affiliation(s)
- Brett L Houston
- Department of Medical Oncology and Haematology, CancerCare Manitoba and Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada.
| | - Dean A Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Jamie Falk
- College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Emily Krupka
- Faculty of Science, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Iris Perelman
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada
| | - Rodney H Breau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada; Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel I McIsaac
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada; Department of Anesthesiology & Pain Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Emily Rimmer
- Department of Medical Oncology and Haematology, CancerCare Manitoba and Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Donald S Houston
- Department of Medical Oncology and Haematology, CancerCare Manitoba and Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Departments of Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Robert E Ariano
- College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Alan Tinmouth
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Robert Balshaw
- George & Fay Yee Center for Healthcare Innovation, University of Manitoba/Winnipeg Regional Health Authority, Winnipeg, Manitoba, Canada
| | - Alexis F Turgeon
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Faculty of Medicine, Université Laval, Québec City, Québec, Canada; CHU de Québec-Université Laval Research Centre, Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Université Laval, Québec City, Québec, Canada
| | - Eric Jacobsohn
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jason Park
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Gordon Buduhan
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada; Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Michael Johnson
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Joshua Koulack
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ryan Zarychanski
- Department of Medical Oncology and Haematology, CancerCare Manitoba and Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
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Choi N, Garland A, Ramsey C, Steer J, Keller H, Heckman G, Vucea V, Bains I, Kroetsch B, Quail P, King S, Oshchepkova T, Kalashnikova T, Boscart V, Heyer M. Problems With Advance Care Planning Processes and Practices in Nursing Homes. J Am Med Dir Assoc 2020; 21:2012-2013. [PMID: 32826160 PMCID: PMC7434431 DOI: 10.1016/j.jamda.2020.07.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 07/04/2020] [Indexed: 11/15/2022]
Affiliation(s)
- Nora Choi
- University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Clare Ramsey
- University of Manitoba, Winnipeg, Manitoba, Canada
| | | | | | | | | | - Ikdip Bains
- University of Waterloo, Waterloo, Ontario, Canada
| | | | | | - Seema King
- University of Calgary, Calgary, Alberta, Canada
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English SW, Saigle V, McIntyre L, Chassé M, Fergusson D, Turgeon AF, Lauzier F, Griesdale D, Garland A, Zarychanski R, Algird A, Wiens EJ, Hu V, Dutta P, Boun V, van Walraven C. External validation demonstrated the Ottawa SAH prediction models can identify pSAH using health administrative data. J Clin Epidemiol 2020; 126:122-130. [PMID: 32619751 DOI: 10.1016/j.jclinepi.2020.06.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 05/22/2020] [Accepted: 06/23/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES The objective of the study is to externally validate three primary subarachnoid hemorrhage (pSAH) identification models. STUDY DESIGN AND SETTING We evaluated three models that identify pSAH using recursive partitioning (A), logistic regression (B), and a prevalence-adjusted logistic regression(C), respectively. Blinded chart review and/or linkage to existing registries determined pSAH status. We included all patients aged ≥18 in four participating center registries or whose discharge abstracts contained ≥1 administrative codes of interest between January 1, 2012 and December 31, 2013. RESULTS A total of 3,262 of 193,190 admissions underwent chart review (n = 2,493) or registry linkage (n = 769). A total of 657 had pSAH confirmed (20·1% sample, 0·34% admissions). The sensitivity, specificity, and positive predictive value (PPV) were as follows: i) model A: 98·3% (97·0-99·2), 53·5% (51·5-55·4), and 34·8% (32·6-37·0); ii) model B (score ≥6): 98·0% (96·6-98·9), 47·4% (45·5-49·4), and 32·0% (30·0-34·1); and iii) model C (score ≥2): 95·7% (93·9-97·2), 85·5% (84·0-86·8), and 62·3 (59·3-65·3), respectively. Model C scores of 0, 1, 2, 3, or 4 had probabilities of 0·5% (0·2-1·5), 1·5% (1·0-2·2), 24·8% (21·0-29·0), 90·0% (86·8-92·0), and 97·8% (88·7-99·6), without significant difference between centers (P = 0·86). The PPV of the International Classification of Diseases code (I60) was 63·0% (95% confidence interval: 60·0-66·0). CONCLUSIONS All three models were highly sensitive for pSAH. Model C could be used to adjust for misclassification bias.
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Affiliation(s)
- Shane W English
- Department of Medicine (Critical Care), uOttawa, Civic Campus Room F202, 1053 Carling Avenue, Ottawa, Ontario K1Y 4E9, Canada; Clinical Epidemiology Program (CEP), Ottawa Hospital Research Institute (OHRI), Civic Campus Room F202, 1053 Carling Avenue, Ottawa, Ontario K1Y 4E9, Canada.
| | - Victoria Saigle
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital - General Campus, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
| | - Lauralyn McIntyre
- Department of Medicine (Critical Care), uOttawa, Civic Campus Room F202, 1053 Carling Avenue, Ottawa, Ontario K1Y 4E9, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital - General Campus, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
| | - Michaël Chassé
- Division of Critical Care, Department of Medicine, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, 900 St Denis Street, Montreal, Quebec H2X 0A9, Canada
| | - Dean Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital - General Campus, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada; Department of Medicine (Clinical Epidemiology), uOttawa, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
| | - Alexis F Turgeon
- Centre de recherche du CHU de Québec - Université Laval, Population Health and Optimal Health Practices Research Unit (Trauma - Emergency - Critical Care Medicine), 1050 Chemin Sainte-Foy, Local K0-03, Québec, Québec G1S 4L8, Canada; Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Université Laval, 2325 Rue de l'Université, Québec, Québec G1V 0A6, Canada
| | - François Lauzier
- Centre de recherche du Centre Hospitalier de l'Université de Québec, Université Laval, Québec City, Québec, Canada; Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, and Department of Medicine, Université Laval, 2325 Rue de l'Université, Québec, Québec G1V 0A6, Canada
| | - Donald Griesdale
- Department of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, 2176 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Allan Garland
- Sections of Critical Care and Respirology, Department of Internal Medicine, University of Manitoba, Health Sciences Centre, University of Manitoba, 820 Sherbrook Street, Winnipeg, Manitoba R3A 1R9, Canada
| | - Ryan Zarychanski
- Department of Internal Medicine, Sections of Critical Care and Hematology/Medical Oncology, University of Manitoba, Health Sciences Centre, University of Manitoba, 820 Sherbrook Street, Winnipeg Manitoba R3A 1R9, Canada
| | - Almunder Algird
- Department of Neurosurgery, McMaster University, Hamilton Health Sciences, 1200 Main St W, Hamilton, Ontario L8N 3Z5, Canada
| | - Evan J Wiens
- Department of Internal Medicine, University of Manitoba, Health Sciences Centre, University of Manitoba, 820 Sherbrook Street, Winnipeg Manitoba R3A 1R9, Canada
| | - Vivien Hu
- Department of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, 2176 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada
| | - Pallavi Dutta
- Faculty of Health Sciences, McMaster University, 1200 Main St W, Hamilton, Ontario L8N 3Z5, Canada
| | - Vincent Boun
- Centre de recherche du CHU de Québec - Université Laval, Population Health and Optimal Health Practices Research Unit (Trauma - Emergency - Critical Care Medicine), 1050 Chemin Sainte-Foy, Local K0-03, Québec, Québec G1S 4L8, Canada
| | - Carl van Walraven
- Department of Medicine (Clinical Epidemiology), uOttawa, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, 1053 Carling Avenue Building, 1st Floor, Ottawa, Ontario K1Y 4E9, Canada; ICES-uOttawa, Administrative Services, 1053 Carling Avenue Building, 1st Floor, Ottawa, Ontario K1Y 4E9, Canada
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Jackson Chornenki N, Liaw P, Bagshaw S, Burns K, Dodek P, English S, Fan E, Ferrari N, Fowler R, Fox-Robichaud A, Garland A, Green R, Hebert P, Kho M, Martin C, Maslove D, McDonald E, Menon K, Murthy S, Muscedere J, Scales D, Stelfox HT, Wang HT, Weiss M. Data initiatives supporting critical care research and quality improvement in Canada: an environmental scan and narrative review. Can J Anaesth 2020; 67:475-484. [PMID: 31970619 DOI: 10.1007/s12630-020-01571-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 11/11/2019] [Accepted: 12/04/2019] [Indexed: 10/25/2022] Open
Abstract
PURPOSE Collection and analysis of health data are crucial to achieving high-quality clinical care, research, and quality improvement. This review explores existing hospital, regional, provincial and national data platforms in Canada to identify gaps and barriers, and recommend improvements for data science. SOURCE The Canadian Critical Care Trials Group and the Canadian Critical Care Translational Biology Group undertook an environmental survey using list-identified names and keywords in PubMed and the grey literature, from the Canadian context. Findings were grouped into sections, corresponding to geography, purpose, and patient sub-group initiatives, using a narrative qualitative approach. Emerging themes, impressions, and recommendations towards improving data initiatives were generated. PRINCIPAL FINDINGS In Canada, the Canadian Institute for Health Information Discharge Abstract Database contains high-level clinical data on every adult and child discharged from acute care facilities; however, it does not contain data from Quebec, critical care-specific severity of illness risk-adjustment scores, physiologic data, or data pertaining to medication use. Provincially mandated critical care platforms in four provinces contain more granular data, and can be used to risk adjust and link to within-province data sets; however, no inter-provincial collaborative mechanism exists. There is very limited infrastructure to collect and link biological samples from critically ill patients nationally. Comprehensive international clinical data sets may inform future Canadian initiatives. CONCLUSION Clinical and biological data collection among critically ill patients in Canada is not sufficiently coordinated, and lags behind other jurisdictions. An integrated and inclusive critical care data platform is a key clinical and scientific priority in Canada.
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Affiliation(s)
| | | | | | | | - Peter Dodek
- University of British Columbia, Vancouver, BC, Canada
| | | | - Eddy Fan
- University of Toronto, Toronto, ON, Canada
| | - Nicolay Ferrari
- Centre hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Robert Fowler
- University of Toronto, Toronto, ON, Canada.
- Interdepartmental Division of Critical Care Medicine, Sunnybrook Hospital, University of Toronto, 2075 Bayview Avenue, Room D478, Toronto, ON, M4N 3M5, Canada.
| | | | | | | | - Paul Hebert
- Centre hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | | | | | | | | | | | | | | | | | | | | | - Matthew Weiss
- Centre hospitalier universitaire de Québec, Quebec City, QC, Canada
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Gershengorn HB, Pilcher DV, Litton E, Anstey M, Garland A, Wunsch H. Association Between Consecutive Days Worked by Intensivists and Outcomes for Critically Ill Patients. Crit Care Med 2020; 48:594-598. [PMID: 32205608 DOI: 10.1097/ccm.0000000000004202] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To evaluate the association between consecutive days worked by intensivists and ICU patient outcomes. DESIGN Retrospective cohort study linked with survey data. SETTING Australia and New Zealand ICUs. PATIENTS Adults (16+ yr old) admitted to ICU in the Australia New Zealand Intensive Care Society Centre for Outcome and Resource Evaluation Registries (July 1, 2016, to June 30, 2018). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We linked data on staffing schedules for each unit from the Critical Care Resources Registry 2016-2017 annual survey with patient-level data from the Adult Patient Database. The a priori chosen primary outcome was ICU length of stay. Secondary outcomes included hospital length of stay, ICU readmissions, and mortality (ICU and hospital). We used multilevel multivariable regression modeling to assess the association between days of consecutive intensivist service and patient outcomes; the predicted probability of death was included as a covariate and individual ICU as a random effect. The cohort included 225,034 patients in 109 ICUs. Intensivists were scheduled for seven or more consecutive days in 43 (39.4%) ICUs; 27 (24.7%) scheduled intensivists for 5 days, 22 (20.1%) for 4 days, seven (6.4%) for 3 days, four (3.7%) for 2 days, and six (5.5%) for less than or equal to 1 day. Compared with care by intensivists working 7+ consecutive days (adjusted ICU length of stay = 2.85 d), care by an intensivist working 3 or fewer consecutive days was associated with shorter ICU length of stay (3 consecutive days: 0.46 d fewer, p = 0.010; 2 consecutive days: 0.77 d fewer, p < 0.001; ≤ 1 consecutive days: 0.68 d fewer, p < 0.001). Shorter schedules of consecutive intensivist days worked were also associated with trends toward shorter hospital length of stay without increases in ICU readmissions or hospital mortality. CONCLUSIONS Care by intensivists working fewer consecutive days is associated with reduced ICU length of stay without negatively impacting mortality.
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Affiliation(s)
- Hayley B Gershengorn
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Miami Miller School of Medicine, Miami, FL
- Division of Critical Care Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - David V Pilcher
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Centre for Outcome and Resource Evaluation, Australian and New Zealand Intensive Care Society, Melbourne, VIC, Australia
- Department of Intensive Care, Alfred Hospital, Melbourne, VIC, Australia
| | - Edward Litton
- Intensive Care Unit, St John of God Hospital, Subiaco, WA, Australia
- School of Medicine, University of Western Australia, Perth, WA, Australia
| | - Matthew Anstey
- Intensive Care Department, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Public Health, Curtin University, Bentley, WA, Australia
| | - Allan Garland
- Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Hannah Wunsch
- Department of Critical Care Medicine, Sunnybrook Hospital, Toronto, ON, Canada
- Department of Anesthesiology and Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
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Houston BL, Uminski K, Mutter T, Rimmer E, Houston DS, Menard CE, Garland A, Ariano R, Tinmouth A, Abou-Setta AM, Rabbani R, Neilson C, Rochwerg B, Turgeon AF, Falk J, Breau RH, Fergusson DA, Zarychanski R. Efficacy and Safety of Tranexamic Acid in Major Non-Cardiac Surgeries at High Risk for Transfusion: A Systematic Review and Meta-Analysis. Transfus Med Rev 2020; 34:51-62. [DOI: 10.1016/j.tmrv.2019.10.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 09/06/2019] [Accepted: 10/02/2019] [Indexed: 12/14/2022]
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Hill A, Ramsey C, Dodek P, Kozek J, Fransoo R, Fowler R, Doupe M, Wong H, Scales D, Garland A. Examining mechanisms for gender differences in admission to intensive care units. Health Serv Res 2019; 55:35-43. [PMID: 31709536 DOI: 10.1111/1475-6773.13215] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE To evaluate whether the male predominance of older people admitted to intensive care units (ICUs) is due to gender differences in the presence of spouses, partners, or children; rates of gender-specific disease; or triage decisions made by health system personnel. DATA SOURCES AND COLLECTION Three population-based datasets, 2004-2012, of Canadians ≥65 years: provincial health care data from Manitoba (n = 250 190) and national data of nursing home residents (n = 133 982) and community-based homecare recipients (n = 210 090). STUDY DESIGN Retrospective observational study, using multivariable Cox proportional hazards and logistic regression. PRINCIPAL FINDINGS Males predominated in ICU admissions: from Manitoba (hazard ratio [HR] = 1.87, 95% CI = 1.80-1.95), nursing homes (HR = 1.47, 1.35-1.60), and homecare (odds ratio = 1.14, 1.11-1.17). Adjustment for spouses, partners, and children did not attenuate this effect. The HR for gender was lower by 13.5 percent, relative, after excluding ICU care for cardiac causes. Male predominance was not present during a second ICU admission among survivors of a first ICU-containing hospitalization (HR = 1.07, 0.96-1.20). CONCLUSIONS In three older cohorts, the male predominance of ICU admission was not explained by gender differences in the presence of a spouse, partner, or children, or cardiac disease rates. The third finding suggests that triage bias is unlikely to be responsible for the male predominance.
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Affiliation(s)
- Andrea Hill
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Clare Ramsey
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Peter Dodek
- Center for Health Evaluation and Outcome Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Jean Kozek
- Department of Family and Community Medicine, Providence Health Care, Vancouver, BC, Canada
| | - Randy Fransoo
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, MB, Canada
| | - Robert Fowler
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Malcolm Doupe
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Hubert Wong
- CIHR Canadian HIV Trials Network, Vancouver, BC, Canada
| | - Damon Scales
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
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Kagen S, Garland A. P007 TEENAGE OPIOID ABUSE MASQUERADING AS IDIOPATHIC ANAPHYLAXIS. Ann Allergy Asthma Immunol 2019. [DOI: 10.1016/j.anai.2019.08.236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Garland A, Jeon SH, Stepner M, Rotermann M, Fransoo R, Wunsch H, Scales DC, Iwashyna TJ, Sanmartin C. Effects of cardiovascular and cerebrovascular health events on work and earnings: a population-based retrospective cohort study. CMAJ 2019; 191:E3-E10. [PMID: 30617227 DOI: 10.1503/cmaj.181238] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2018] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Survivors of acute health events can experience lasting reductions in functional status and quality of life, as well as reduced ability to work and earn income. We aimed to assess the effect of acute myocardial infarction (MI), cardiac arrest and stroke on work and earning among working-age people. METHODS For this retrospective cohort study, we used the Canadian Hospitalization and Taxation Database, which contains linked hospital and income tax data, from 2005 to 2013 to perform difference-in-difference analyses. We matched patients admitted to hospital for acute MI, cardiac arrest or stroke with controls who were not admitted to hospital for these indications. Participants were aged 40-61 years, worked in the 2 years before the event and were alive 3 years after the event. Patients were matched to controls for 11 variables. The primary outcome was working status 3 years postevent. We also assessed earnings change attributable to the event. We matched 19 129 particpants who were admitted to hospital with acute MI, 1043 with cardiac arrest and 4395 with stroke to 1 820 644, 307 375 and 888 481 controls, respectively. RESULTS Fewer of the patients who were admitted to hospital were working 3 years postevent than controls for acute MI (by 5.0 percentage points [pp], 95% confidence interval [CI] 4.5-5.5), cardiac arrest (by 12.9 pp, 95% CI 10.4-15.3) and stroke (by 19.8 pp, 95% CI 18.5-23.5). Mean (95% CI) earnings declines attributable to the events were $3834 (95% CI 3346-4323) for acute MI, $11 143 (95% CI 8962-13 324) for cardiac arrest, and $13 278 (95% CI 12 301-14 255) for stroke. The effects on income were greater for patients who had lower baseline earnings, comorbid disease, longer hospital length of stay or needed mechanical ventilation. Sex, marital status or self-employment status did not affect income declines. INTERPRETATION Acute MI, cardiac arrest and stroke all resulted in substantial loss in employment and earnings that persisted for at least 3 years after the events. These outcomes have consequences for patients, families, employers and governments. Identification of subgroups at high risk for these losses may assist in targeting interventions, policies and legislation to promote return to work.
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Affiliation(s)
- Allan Garland
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich.
| | - Sung-Hee Jeon
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Michael Stepner
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Michelle Rotermann
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Randy Fransoo
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Hannah Wunsch
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Damon C Scales
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Theodore J Iwashyna
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
| | - Claudia Sanmartin
- Departments of Medicine and Community Health Sciences (Garland), Max Rady College of Medicine, University of Manitoba, Winnipeg, Man.; Statistics Canada (Jeon, Rotermann, Sanmartin), Ottawa, Ont.; Department of Economics (Stepner), Massachusetts Institute of Technology, Cambridge, Mass.; Manitoba Centre for Health Policy (Fransoo), University of Manitoba Winnipeg, Man.; Interdepartmental Division of Critical Care (Wunsch, Scales), University of Toronto, Toronto, Ont.; Division of Pulmonary and Critical Care Medicine (Iwashyna), University of Michigan, Ann Arbor, Mich
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Marrie RA, Tremlett H, Kingwell E, Schaffer SA, Yogendran M, Zhu F, Fransoo R, Garland A. Disparities in management and outcomes of myocardial infarction in multiple sclerosis: A matched cohort study. Mult Scler 2019; 26:1560-1568. [DOI: 10.1177/1352458519876038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Although multiple sclerosis (MS) confers an elevated risk of acute myocardial infarction (AMI), little is known about how it influences management of AMI. Methods: Using population-based administrative (health) data from two Canadian provinces, we conducted a retrospective matched cohort study. We identified people with MS who had an incident AMI, and up to five AMI controls without MS matched on age, sex, and region. We compared the likelihood of undergoing cardiac catheterization within 30 days of AMI, time to revascularization, use of recommended pharmacotherapy post-AMI, and mortality at 30 and 365 days post-AMI using multivariable regression models adjusting for potential confounders. We pooled findings across provinces using meta-analysis. Results: We identified 559 MS cases and 2523 matched controls. In the matched cohort, the MS cohort was less likely to undergo cardiac catheterization within 30 days of admission (odds ratio (OR) = 0.61; 95% confidence interval (CI) = 0.49–0.77), revascularization (hazard ratio (HR) = 0.78; 95% CI = 0.69–0.88), or to fill a prescription for recommended therapy. Mortality risk was higher in the MS cohort than in the matched cohort at 30 and 365 days post-AMI. Conclusion: Rates of diagnostic and therapeutic care, and survival after AMI were lower in the MS population than in a matched population.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada/Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Helen Tremlett
- Department of Medicine (Neurology), The University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Elaine Kingwell
- Department of Medicine (Neurology), The University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Stephen Allan Schaffer
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Marina Yogendran
- Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Feng Zhu
- Department of Medicine (Neurology), The University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Randy Fransoo
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada/Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Allan Garland
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada/Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Marrie RA, Garland A, Schaffer SA, Fransoo R, Leung S, Yogendran M, Kingwell E, Tremlett H. Traditional risk factors may not explain increased incidence of myocardial infarction in MS. Neurology 2019; 92:e1624-e1633. [DOI: 10.1212/wnl.0000000000007251] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 11/27/2018] [Indexed: 11/15/2022] Open
Abstract
ObjectiveTo compare the risk of incident acute myocardial infarction (AMI) in the multiple sclerosis (MS) population and a matched population without MS, controlling for traditional vascular risk factors.MethodsWe conducted a retrospective matched cohort study using population-based administrative (health claims) data in 2 Canadian provinces, British Columbia and Manitoba. We identified incident MS cases using a validated case definition. For each case, we identified up to 5 controls without MS matched on age, sex, and region. We compared the incidence of AMI between cohorts using incidence rate ratios (IRR). We used Cox proportional hazards regression to compare the hazard of AMI between cohorts adjusting for sociodemographic factors, diabetes, hypertension, and hyperlipidemia. We pooled the provincial findings using meta-analysis.ResultsWe identified 14,565 persons with MS and 72,825 matched controls. The crude incidence of AMI per 100,000 population was 146.2 (95% confidence interval [CI] 129.0–163.5) in the MS population and 128.8 (95% CI 121.8–135.8) in the matched population. After age standardization, the incidence of AMI was higher in the MS population than in the matched population (IRR 1.18; 95% CI 1.03–1.36). After adjustment, the hazard of AMI was 60% higher in the MS population than in the matched population (hazard ratio 1.63; 95% CI 1.43–1.87).ConclusionThe risk of AMI is elevated in MS, and this risk may not be accounted for by traditional vascular risk factors.
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English SW, McIntyre L, Saigle V, Chassé M, Fergusson DA, Turgeon AF, Lauzier F, Griesdale D, Garland A, Zarychanski R, Algird A, van Walraven C. The Ottawa SAH search algorithms: protocol for a multi- centre validation study of primary subarachnoid hemorrhage prediction models using health administrative data (the SAHepi prediction study protocol). BMC Med Res Methodol 2018; 18:94. [PMID: 30219029 PMCID: PMC6139177 DOI: 10.1186/s12874-018-0553-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Accepted: 08/31/2018] [Indexed: 01/07/2023] Open
Abstract
Background Conducting prospective epidemiological studies of hospitalized patients with rare diseases like primary subarachnoid hemorrhage (pSAH) are difficult due to time and budgetary constraints. Routinely collected administrative data could remove these barriers. We derived and validated 3 algorithms to identify hospitalized patients with a high probability of pSAH using administrative data. We aim to externally validate their performance in four hospitals across Canada. Methods Eligible patients include those ≥18 years of age admitted to these centres from January 1, 2012 to December 31, 2013. We will include patients whose discharge abstracts contain predictive variables identified in the models (ICD-10-CA diagnostic codes I60** (subarachnoid hemorrhage), I61** (intracranial hemorrhage), 162** (other nontrauma intracranial hemorrhage), I67** (other cerebrovascular disease), S06** (intracranial injury), G97 (other postprocedural nervous system disorder) and CCI procedural codes 1JW51 (occlusion of intracranial vessels), 1JE51 (carotid artery inclusion), 3JW10 (intracranial vessel imaging), 3FY20 (CT scan (soft tissue of neck)), and 3OT20 (CT scan (abdominal cavity)). The algorithms will be applied to each patient and the diagnosis confirmed via chart review. We will assess each model’s sensitivity, specificity, negative and positive predictive value across the sites. Discussion Validating the Ottawa SAH Prediction Algorithms will provide a way to accurately identify large SAH cohorts, thereby furthering research and altering care.
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Affiliation(s)
- S W English
- Department of Medicine (Critical Care), University of Ottawa, Ottawa, ON, K1Y 4E9, Canada. .,Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.
| | - L McIntyre
- Department of Medicine (Critical Care), University of Ottawa, Ottawa, ON, K1Y 4E9, Canada.,Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - V Saigle
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - M Chassé
- Department of Medicine, Division of Critical Care, Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - D A Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - A F Turgeon
- Centre de recherche du CHU de Québec, Population Health and Optimal Health Practices Research Unit (Trauma - Emergency - Critical Care Medicine), Université Laval, Québec City, QC, Canada.,Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Université Laval, Québec City, QC, Canada
| | - F Lauzier
- Centre de recherche du CHU de Québec, Population Health and Optimal Health Practices Research Unit (Trauma - Emergency - Critical Care Medicine), Université Laval, Québec City, QC, Canada.,Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Université Laval, Québec City, QC, Canada.,Centre de recherche du Centre Hospitalier de l'Université de Québec, Université Laval, Québec City, QC, Canada
| | - D Griesdale
- Deparment of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, Vancouver, Canada
| | - A Garland
- Department of Internal Medicine, Sections of Critical Care and Respirology, University of Manitoba, Winnipeg, MB, Canada
| | - R Zarychanski
- Department of Internal Medicine, Sections of Critical Care and Hematology/Medical Oncology, University of Manitoba, Winnipeg, MB, Canada
| | - A Algird
- Department of Neurosurgy, McMaster University, Hamilton Health Sciences, Hamilton, ON, Canada
| | - C van Walraven
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.,Department of Medicine, University of Ottawa, Ottawa, Canada
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Garland A, Olafson K, Ramsey CD, Yogendranc M, Fransoo R. Reassessing access to intensive care using an estimate of the population incidence of critical illness. Crit Care 2018; 22:208. [PMID: 30122152 PMCID: PMC6100704 DOI: 10.1186/s13054-018-2132-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/20/2018] [Indexed: 11/14/2022]
Abstract
Background The consistently observed male predominance of patients in intensive care units (ICUs) has raised concerns about gender-based disparities in ICU access. Comparing rates of ICU admission requires choosing a normalizing factor (denominator), and the denominator usually used to compare such rates between subpopulations is the size of those subpopulations. However, the appropriate denominator is the number of people whose medical condition warranted ICU care. We devised an estimate of the number of critically ill people in the general population, and used it to compare rates of ICU admission by gender and income. Methods This population-based, retrospective analysis included all adults in the Canadian province of Manitoba, 2004–2015. We created an estimate for the number of critically ill people who warrant ICU care, and used it as the denominator to generate critical illness-normalized rates of ICU admission. These were compared to the usual population-normalized rates of ICU care. Results Men outnumbered women in ICUs for all age groups; population-normalized male:female rate ratios significantly exceed 0 for every age group, ranging from 1.15 to 2.10. Using critical-illness normalized rates, this male predominance largely disappeared; critically ill men and women aged 45–74 years were admitted in equivalent proportions (critical-illness normalized rate ratios 0.96–1.01). While population-normalized rates of ICU care were higher in lower income strata (p < 0.001), the gradient for critical illness-based rates was reversed (p < 0.001). Conclusions Across a 30-year adult age span, the male predominance of ICU patients was accounted for by higher estimated rates of critical illness among men. People in lower income strata had lower critical-illness normalized rates of ICU admission. Our methods highlight that correct inferences about access to healthcare require calculating rates using denominators appropriate for this purpose. Electronic supplementary material The online version of this article (10.1186/s13054-018-2132-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Allan Garland
- Department of Internal Medicine, University of Manitoba, 820 Sherbrook Street, Winnipeg, MB, R3A1R9, Canada. .,Department of Community Health Sciences, University of Manitoba, Room S113, 750 Bannatyne Avenue, Winnipeg, MB, R3E0W3, Canada. .,Manitoba Centre for Health Policy, University of Manitoba, Room 408, 727 McDermot Avenue, Winnipeg, MB, R3E3P5, Canada.
| | - Kendiss Olafson
- Department of Internal Medicine, University of Manitoba, 820 Sherbrook Street, Winnipeg, MB, R3A1R9, Canada
| | - Clare D Ramsey
- Department of Internal Medicine, University of Manitoba, 820 Sherbrook Street, Winnipeg, MB, R3A1R9, Canada.,Department of Community Health Sciences, University of Manitoba, Room S113, 750 Bannatyne Avenue, Winnipeg, MB, R3E0W3, Canada
| | - Marina Yogendranc
- Manitoba Centre for Health Policy, University of Manitoba, Room 408, 727 McDermot Avenue, Winnipeg, MB, R3E3P5, Canada
| | - Randall Fransoo
- Manitoba Centre for Health Policy, University of Manitoba, Room 408, 727 McDermot Avenue, Winnipeg, MB, R3E3P5, Canada
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English SW, Chassé M, Turgeon AF, Lauzier F, Griesdale D, Garland A, Fergusson D, Zarychanski R, van Walraven C, Montroy K, Ziegler J, Dupont-Chouinard R, Carignan R, Dhaliwal A, Mallick R, Sinclair J, Boutin A, Pagliarello G, Tinmouth A, McIntyre L. Anemia prevalence and incidence and red blood cell transfusion practices in aneurysmal subarachnoid hemorrhage: results of a multicenter cohort study. Crit Care 2018; 22:169. [PMID: 29973245 PMCID: PMC6031110 DOI: 10.1186/s13054-018-2089-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 06/07/2018] [Indexed: 11/16/2022]
Abstract
Background Whether a restrictive strategy for red blood cell (RBC) transfusion is applied to patients with aneurysmal subarachnoid hemorrhage (aSAH) is unclear. To inform the design and conduct of a future clinical trial, we sought to describe transfusion practices, hemoglobin (Hb) triggers, and predictors of RBC transfusion in patients with aSAH. Methods This is a retrospective cohort study of all consecutively admitted adult patients with aSAH at four tertiary care centers from January 1, 2012, to December 31, 2013. Patients were identified from hospital administrative discharge records and existing local aSAH databases. Data collection by trained abstractors included demographic data, aSAH characteristics, Hb and transfusion data, other major aSAH cointerventions, and outcomes using a pretested case report form with standardized procedures. Descriptive statistics were used to summarize data, and regression models were used to identify associations between anemia, transfusion, and other relevant predictors and outcome. Results A total of 527 patients met inclusion eligibility. Mean (±SD) age was 57 ± 13 years, and 357 patients (67.7%) were female. The median modified Fisher grade was 4 (IQR 3–4). Mean nadir Hb was 98 ± 20 g/L and occurred on median admission day 4 (IQR 2–11). RBC transfusion occurred in 100 patients (19.0%). Transfusion rates varied across centers (12.1–27.4%, p = 0.02). Patients received a median of 1 RBC unit (IQR 1–2) per transfusion episode and a median total of 2 units (IQR 1–4). Median pretransfusion Hb for first transfusion was 79 g/L (IQR 74–93) and did not vary substantially across centers (78–82 g/L, p = 0.37). Of patients with nadir Hb < 80 g/L, 66.3% received a transfusion compared with 2.0% with Hb nadir ≥ 100 g/L (p < 0.0001). Predictors of transfusion were history of oral anticoagulant use, anterior circulation aneurysm, neurosurgical clipping, and lower Hb. Controlling for numerous potential confounders, transfusion was not independently associated with poor outcome. Conclusions We observed that moderate anemia remains very common early in admission following SAH. Only one-fifth of patients with SAH received RBC transfusions, mostly in cases of significant anemia (Hb < 80 g/L), and this did not appear to be associated with outcome. Electronic supplementary material The online version of this article (10.1186/s13054-018-2089-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shane W English
- Department of Medicine (Critical Care), The Ottawa Hospital, Civic Campus Room F202, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada. .,Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada.
| | - Michaël Chassé
- Department of Medicine, University of Montreal, Montreal, QC, Canada
| | - Alexis F Turgeon
- Department of Anesthesiology & Critical Care, Université Laval, Quebec City, QC, Canada
| | - François Lauzier
- Department of Anesthesiology & Critical Care, Université Laval, Quebec City, QC, Canada.,Department of Medicine, Université Laval, Quebec City, QC, Canada
| | - Donald Griesdale
- Deparment of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Dean Fergusson
- Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Ryan Zarychanski
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | | | - Kaitlyn Montroy
- Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Jennifer Ziegler
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | | | - Raphaëlle Carignan
- Department of Anesthesiology & Critical Care, Université Laval, Quebec City, QC, Canada
| | - Andy Dhaliwal
- Department of Medicine, University of Saskatchewan, Regina, SK, Canada
| | - Ranjeeta Mallick
- Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - John Sinclair
- Department of Surgery (Neurosurgery), University of Ottawa, Ottawa, ON, Canada
| | - Amélie Boutin
- Department of Social and Preventive Medicine, Université Laval, Quebec City, QC, Canada
| | | | - Alan Tinmouth
- Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Lauralyn McIntyre
- Department of Medicine (Critical Care), The Ottawa Hospital, Civic Campus Room F202, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada.,Clinical Epidemiology Program (Centre for Transfusion Research), Ottawa Hospital Research Institute, Ottawa, ON, Canada
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Doupe MB, Poss J, Norton PG, Garland A, Dik N, Zinnick S, Lix LM. How well does the minimum data set measure healthcare use? a validation study. BMC Health Serv Res 2018; 18:279. [PMID: 29642929 PMCID: PMC5896092 DOI: 10.1186/s12913-018-3089-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 04/03/2018] [Indexed: 11/15/2022] Open
Abstract
Background To improve care, planners require accurate information about nursing home (NH) residents and their healthcare use. We evaluated how accurately measures of resident user status and healthcare use were captured in the Minimum Data Set (MDS) versus administrative data. Methods This retrospective observational cohort study was conducted on all NH residents (N = 8832) from Winnipeg, Manitoba, Canada, between April 1, 2011 and March 31, 2013. Six study measures exist. NH user status (newly admitted NH residents, those who transferred from one NH to another, and those who died) was measured using both MDS and administrative data. Rates of in-patient hospitalizations, emergency department (ED) visits without subsequent hospitalization, and physician examinations were also measured in each data source. We calculated the sensitivity, specificity, positive and negative predictive values (PPV, NPV), and overall agreement (kappa, κ) of each measure as captured by MDS using administrative data as the reference source. Also for each measure, logistic regression tested if the level of disagreement between data systems was associated with resident age and sex plus NH owner-operator status. Results MDS accurately identified newly admitted residents (κ = 0.97), those who transferred between NHs (κ = 0.90), and those who died (κ = 0.95). Measures of healthcare use were captured less accurately by MDS, with high levels of both under-reporting and false positives (e.g., for in-patient hospitalizations sensitivity = 0.58, PPV = 0.45), and moderate overall agreement levels (e.g., κ = 0.39 for ED visits). Disagreement was sometimes greater for younger males, and for residents living in for-profit NHs. Conclusions MDS can be used as a stand-alone tool to accurately capture basic measures of NH use (admission, transfer, and death), and by proxy NH length of stay. As compared to administrative data, MDS does not accurately capture NH resident healthcare use. Research investigating these and other healthcare transitions by NH residents requires a combination of the MDS and administrative data systems. Electronic supplementary material The online version of this article (10.1186/s12913-018-3089-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Malcolm B Doupe
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, 408-727 McDermot Avenue, Winnipeg, MB, R3E 3P5, Canada. .,Manitoba Centre for Health Policy, University of Manitoba, 408-727 McDermot Avenue, Winnipeg, MB, R3E 3P5, Canada.
| | - Jeff Poss
- School of Public Health and Health Systems, University of Waterloo, 200 University Avenue W, Waterloo, ON, N2L 3G1, Canada
| | - Peter G Norton
- University of Calgary, 2500 University Dr NW, Calgary, AB, T2N 1N4, Canada
| | - Allan Garland
- Faculty of Health Sciences, University of Manitoba, 820 Sherbrook St, Winnipeg, MB, R3A 1R9, Canada
| | - Natalia Dik
- Manitoba Centre for Health Policy, University of Manitoba, 408-727 McDermot Avenue, Winnipeg, MB, R3E 3P5, Canada
| | - Shauna Zinnick
- George & Fay Yee Centre for Healthcare Innovation, University of Manitoba, 4th floor, 753 McDermot Avenue, Winnipeg, MB, R3E 0T6, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, 408-727 McDermot Avenue, Winnipeg, MB, R3E 3P5, Canada
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Sanmartin C, Reicker A, Dasylva A, Rotermann M, Jeon SH, Fransoo R, Wunsch H, Scales DC, Iwashyna TJ, Stepner M, Garland A. Data Resource Profile: The Canadian Hospitalization and Taxation Database (C-HAT). Int J Epidemiol 2018; 47:687-687g. [PMID: 29590346 DOI: 10.1093/ije/dyy038] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 02/13/2018] [Accepted: 02/20/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
| | | | - Abel Dasylva
- International Cooperation and Corporate Statistical Methods Division
| | - Michelle Rotermann
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture, Ottawa, Ontario K1A0T6, Canada
| | - Sung-Hee Jeon
- Social Analysis and Modeling Division, Statistics Canada, 100 Tunney's Pasture, Ottawa, Ontario K1A0T6, Canada
| | - Randy Fransoo
- Department of Community Health Sciences, University of Manitoba, 408-727 McDermot Avenue, Winnipeg, Manitoba R3E3P5, Canada
| | - Hannah Wunsch
- Interdepartmental Division of Critical Care, University of Toronto, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario M4N3M5, Canada
| | - Damon C Scales
- Interdepartmental Division of Critical Care, University of Toronto, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario M4N3M5, Canada
| | - Theodore J Iwashyna
- Department of Medicine, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, Michigan 48109, USA
| | - Michael Stepner
- Department of Economics, Massachusetts Institute of Technology, Morris and Sophie Chang Building, 50 Memorial Drive, E52-300, Cambridge, Massachusetts 02142, USA
| | - Allan Garland
- Department of Medicine, University of Manitoba, 820 Sherbrook Street, Room GF-222, Winnipeg, Manitoba R3A1R9, Canada
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Bagshaw SM, Wang X, Zygun DA, Zuege D, Dodek P, Garland A, Scales DC, Berthiaume L, Faris P, Chen G, Opgenorth D, Stelfox HT. Association between strained capacity and mortality among patients admitted to intensive care: A path-analysis modeling strategy. J Crit Care 2018; 43:81-87. [DOI: 10.1016/j.jcrc.2017.08.032] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 08/18/2017] [Accepted: 08/19/2017] [Indexed: 01/09/2023]
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Affiliation(s)
- Allan Garland
- 1 Department of Internal Medicine University of Manitoba Winnipeg, Manitoba, Canada
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Lima N, Huang S, Blackmore S, Garland A, Chan D, Truong R, Robb M, Michael N, Jones R, Trautmann L. Functional profiling of HIV-specific CTL clonotypes and their ability to reduce HIV reservoir. J Virus Erad 2017. [DOI: 10.1016/s2055-6640(20)30646-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Marrie RA, Hitchon CA, Peschken CA, Chen H, Bernstein CN, Garland A. Health care utilisation before and after intensive care unit admission in rheumatoid arthritis. Clin Exp Rheumatol 2017; 35:975-982. [PMID: 28598781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2017] [Accepted: 04/03/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES We evaluated the incidence of intensive care unit (ICU) admission in a rheumatoid arthritis (RA) population according to health care utilisation and use of immune therapies in the year preceding admission. Also, we compared health care utilisation after ICU admission in persons with and without RA. METHODS We identified all persons with RA in Manitoba, Canada using population-based administrative data, and controls matched by age, sex, and region of residence. ICU admissions were identified using special care unit codes included in hospital discharge abstracts. We estimated the annual incidence rate of ICU admission in the RA population according to health care utilisation using generalised linear models, adjusting for age, sex, comorbidity, region and socioeconomic status. We compared health care utilisation post-ICU admission in persons with and without RA. RESULTS From 2000/01 through 2009/10, the average annual incidence of ICU admission was 1.26% in the RA population. Corticosteroid use was associated with an increased incidence of ICU admission (IRR 1.07; 95%CI: 1.05, 1.09). Use of disease-modifying anti-rheumatic drugs and biologics was not associated with an increased incidence of ICU admission. In the year following ICU admission, 45.3% of the RA population was re-hospitalised, and 8.9% were readmitted to the ICU. CONCLUSIONS Persons with RA who are admitted to the ICU have higher rates of health care utilisation in the year before ICU admission than those who are not admitted. Corticosteroid use is associated with an increased risk of ICU admission even after accounting for other health care utilisation.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, and Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada.
| | - Carol A Hitchon
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
| | - Christine A Peschken
- Department of Internal Medicine, and Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Hui Chen
- Manitoba Centre for Health Policy, Winnipeg, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, and IBD Clinical and Research Centre, University of Manitoba, Winnipeg, Canada
| | - Allan Garland
- Department of Internal Medicine, Department of Community Health Sciences, University of Manitoba, and Manitoba Centre for Health Policy, Winnipeg, Canada
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Marrie RA, Sellers EAC, Chen H, Fransoo R, Bernstein CN, Hitchon CA, Peschken CA, Garland A. Markedly increased incidence of critical illness in adults with Type 1 diabetes. Diabet Med 2017. [PMID: 28626956 DOI: 10.1111/dme.13404] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
AIMS To compare the incidence of and mortality after intensive care unit admission in adults with paediatric-onset Type 1 diabetes vs the general population. METHODS Using population-based administrative data from Manitoba, Canada, we identified 814 cases of paediatric-onset Type 1 diabetes, and 3579 general population controls matched on age, sex and region of residence. We estimated the incidence of intensive care unit admission in adulthood, and compared the findings between populations using incidence rate ratios and multivariable Cox proportional hazards regression, adjusting for age, sex, comorbidity and socio-economic status. We estimated age- and sex-standardized mortality rates after intensive care unit admission. RESULTS Between January 2000 and October 2009, the average annual incidence of intensive care unit admission among prevalent cohorts was 910 per 100 000 in the Type 1 diabetes population, and 106 per 100 000 in matched controls, an eightfold increased risk (incidence rate ratio 8.6; 95% CI 5.5, 14.0). The adjusted risk of intensive care unit admission was elevated to a greater extent among women with Type 1 diabetes compared with matched women (hazard ratio 14.7; 95% CI 7.2, 29.4) than among men with Type 1 diabetes compared with matched men (hazard ratio 4.92; 95% CI 10.3, 2.36) The most common reasons for admission in the diabetes cohort were diabetic ketoacidosis, infection and ischaemic heart disease. At 30%, 5-year mortality was higher in the diabetes cohort than in the matched cohort (relative risk 5.7; 95% CI 1.2, 8.9). CONCLUSIONS Compared with the general population, the risk of intensive care unit admission was higher in adults with paediatric-onset Type 1 diabetes, and mortality after admission was also higher.
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Affiliation(s)
- R A Marrie
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - E A C Sellers
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada
- Department of Children's Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, Canada
| | - H Chen
- Department of Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Canada
| | - R Fransoo
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
- Department of Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Canada
| | - C N Bernstein
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
- IBD Clinical and Research Centre, University of Manitoba, Winnipeg, Canada
| | - C A Hitchon
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
| | - C A Peschken
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - A Garland
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
- Department of Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Canada
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Abdulla A, Garland A, Davies J. 1A SIMPLE, EFFECTIVE AND CONVENIENT REGIME FOR TREATMENT OF VITAMIN D DEFICIENCY IN OLDER PEOPLE. Age Ageing 2017. [DOI: 10.1093/ageing/afx115.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Marrie RA, Bernstein CN, Peschken CA, Hitchon CA, Chen H, Garland A. Increased Incidence of Critical Illness in Psoriasis. J Cutan Med Surg 2017; 21:395-400. [PMID: 28587481 DOI: 10.1177/1203475417712497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Psoriasis is associated with an increased risk of comorbid disease. Despite the recognition of increased morbidity in psoriasis, the effects on health care utilisation remain incompletely understood. Little is known about the risk of intensive care unit (ICU) admission in persons with psoriasis. OBJECTIVE To compare the incidence of ICU admission and post-ICU mortality rates in a psoriasis population compared with a matched population without psoriasis. METHODS Using population-based administrative data from Manitoba, Canada, we identified 40 930 prevalent cases of psoriasis and an age-, sex-, and geographically matched cohort from the general population (n = 150 210). We compared the incidence of ICU admission between populations using incidence rates and Cox regression models adjusted for age, sex, socioeconomic status, and comorbidity and compared mortality after ICU admission. RESULTS Among incident psoriasis cases (n = 30 150), the cumulative 10-year incidence of ICU admission was 5.6% (95% confidence interval [CI], 5.3%-5.8%), 21% higher than in the matched cohort (incidence rate ratio, 1.21; 95% CI, 1.15-1.27). In the prevalent psoriasis cohort, crude mortality in the ICU was 11.5% (95% CI, 9.9%-13.0%), 32% higher than observed in the matched population admitted to the ICU (8.7%; 95% CI, 8.3%-9.1%). Mortality rates after ICU admission remained elevated at all time points in the psoriasis cohort compared with the matched cohort. CONCLUSION Psoriasis is associated with an increased risk for ICU admission and with an increased risk of mortality post-ICU admission.
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Affiliation(s)
- Ruth Ann Marrie
- 1 Department of Internal Medicine, University of Manitoba, Winnipeg, Canada.,2 Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Charles N Bernstein
- 1 Department of Internal Medicine, University of Manitoba, Winnipeg, Canada.,3 IBD Clinical and Research Centre, University of Manitoba, Winnipeg, Canada
| | - Christine A Peschken
- 1 Department of Internal Medicine, University of Manitoba, Winnipeg, Canada.,2 Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Carol A Hitchon
- 1 Department of Internal Medicine, University of Manitoba, Winnipeg, Canada
| | - Hui Chen
- 4 Manitoba Centre for Health Policy, Winnipeg, Canada
| | - Allan Garland
- 1 Department of Internal Medicine, University of Manitoba, Winnipeg, Canada.,2 Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada.,4 Manitoba Centre for Health Policy, Winnipeg, Canada
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Sanmartin C, Reicker A, Garland A, Iwashyna T, Fransoo R, Scales D, Wunsch H, Forget E, Qiu H. Linking Hospital and Tax data to support research on the economic impacts of hospitalization. Int J Popul Data Sci 2017. [PMCID: PMC9350945 DOI: 10.23889/ijpds.v1i1.266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Garland A, Metz LM, Bernstein CN, Peschken CA, Hitchon CA, Marrie RA. Hospitalization is associated with subsequent disability in multiple sclerosis. Mult Scler Relat Disord 2017; 14:23-28. [PMID: 28619426 DOI: 10.1016/j.msard.2017.03.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 03/13/2017] [Accepted: 03/23/2017] [Indexed: 11/17/2022]
Abstract
BACKGROUND Although an increasing amount of research has evaluated interactions between MS and comorbid chronic disease, few data exist regarding the interactions between MS and acute illness. As compared to age and sex-matched persons without MS, persons with MS experience higher rates of hospitalization and critical illness, and higher mortality rates and health care utilization following critical illness. We aimed to determine whether acute illness requiring hospitalization is associated with progression of multiple sclerosis (MS). METHODS We conducted this population-based, retrospective cohort study by linking data from the regional MS Clinic in Calgary, Canada with the Canadian Discharge Abstract Database to identify non-obstetric hospitalizations. We included individuals with a confirmed diagnosis of MS, at least one recorded Expanded Disability Status Scale (EDSS) measurement, and known age of symptom onset of age 10 years or older. Using data from 2009 to 2014, we used generalized linear models with generalized estimating equations to establish the association within individuals between hospitalization and the time course of MS-related disability (as measured by the EDSS), adjusting for sex, age, disease course at onset, and use of disease-modifying therapies. RESULTS We included 2104 individuals with MS in the analysis, who had a median of 4 EDSS measurements each. Of these 491 (23.3%) had at least one hospitalization. Most subjects were female, with a relapsing disease course at onset, and a mean (SD) age at symptom onset of 33.0 (10.0) years. The underlying rate of disability progression averaged 0.9 EDSS points per decade. Following hospitalization, there was a step increase in EDSS, averaging 0.23 points, equivalent to 2.5 years of time-related disease progression. Hospitalization did not alter the subsequent temporal rate of disability progression. The findings did not differ in those hospitalized for MS versus other reasons. CONCLUSIONS Acute illness requiring hospitalization is associated with a worsening of MS-related disability.
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Affiliation(s)
- Allan Garland
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada; Manitoba Centre for Health Policy, Winnipeg, Canada
| | - Luanne M Metz
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada; IBD Clinical and Research Centre, University of Manitoba, Winnipeg, Canada
| | - Christine A Peschken
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada
| | - Carol A Hitchon
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada.
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