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Sheehy O, Eltonsy S, Hawken S, Walker M, Kaul P, Winquist B, Barrett O, Savu A, Dragan R, Pugliese M, Bernatsky S, Gorgui J, Bérard A. Health Canada advisory impacts on the prevalence of oral codeine use in the Pediatric Canadian population: comparative study across provinces. Sci Rep 2024; 14:5370. [PMID: 38438444 PMCID: PMC10912710 DOI: 10.1038/s41598-024-55758-3] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 02/27/2024] [Indexed: 03/06/2024] Open
Abstract
Health Canada (HC) has, since 2013, issued safety alerts restricting the use of codeine-containing drugs among breastfeeding women and children/adolescents under 18 years of age. These products are linked to breathing problems among ultra-rapid CYP2D6 metabolizers and early use of opioid can lead to future opioid misuse. Using a multi-province population-based cohort study, we estimate the impact of federal safety alerts on annual rates of codeine use in the Canadian pediatric population. We analyzed data from 8,156,948 children/adolescents in five Canadian provinces between 1996 and 2021, using a common protocol. Children/adolescents were categorized as: ≤ 12 years (children) or > 12 years (adolescents). We defined codeine exposure by ≥ 1 prescription filled for codeine alone or combined with other medications. For both age categories, we obtained province-specific codeine prescription filling rates per calendar year by dividing the number of children/adolescents with ≥ 1 codeine prescription filled by the number of person-time. Annual rates of codeine use per 1000 persons vary by province from 3.0 (Quebec) to 10.1 (Manitoba) in children, and from 5.5 to 51.3 in adolescents. After the 2013 HC advisory, exposure decreased in all provinces (adjusted level change from - 0.6 to - 18.4%) in children and from - 2.1 to - 17.9% in adolescents after the 2016 advisory. Annual rates declined over time in all provinces, following HC safety alerts specific to each of the two age categories.
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Affiliation(s)
- O Sheehy
- CHU Sainte-Justine, Research Center, 3175, Côte-Sainte-Catherine, Montreal, QC, H3T 1C5, Canada
| | - S Eltonsy
- Rady Faculty, College of Pharmacy, University of Manitoba, Winnipeg, MB, Canada
| | - S Hawken
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Scholl of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- ICES, Ottawa, ON, Canada
| | - M Walker
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Scholl of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Better Outcomes Registry and Network (BORN) Ontario, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
- Departement of Obstetrics and Gynecology, University of Ottawa, Ottawa, ON, Canada
- Department of Obstetrics, Gynecology and Newborn Care, The Ottawa Hospital, Ottawa, ON, Canada
- International and Global Health Office, University of Ottawa, Ottawa, ON, Canada
| | - P Kaul
- Department of Medicine Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - B Winquist
- Department of Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Saskatoon, Canada
| | - O Barrett
- Data and Analytics, Alberta Health Services, Calgary, AB, Canada
| | - A Savu
- Department of Medicine Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - R Dragan
- Manitoba Centre for Health Policy, Winnipeg, MB, Canada
| | - M Pugliese
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Ottawa Hospital Research Institute, ICES uOttawa, Ottawa, ON, Canada
| | - S Bernatsky
- Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - J Gorgui
- CHU Sainte-Justine, Research Center, 3175, Côte-Sainte-Catherine, Montreal, QC, H3T 1C5, Canada
| | - A Bérard
- CHU Sainte-Justine, Research Center, 3175, Côte-Sainte-Catherine, Montreal, QC, H3T 1C5, Canada.
- Faculty of Pharmacy, University of Montreal, Montreal, QC, Canada.
- Faculty of Medicine, Université Claude Bernard Lyon 1, Lyon, France.
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Fisher A, Paterson JM, Winquist B, Wu F, Reynier P, Suissa S, Dahl M, Ma Z, Lu X, Zhang J, Raymond CB, Filion KB, Platt RW, Moriello C, Dormuth CR. Patterns of antiemetic medication use during pregnancy: A multi-country retrospective cohort study. PLoS One 2022; 17:e0277623. [PMID: 36454900 PMCID: PMC9714905 DOI: 10.1371/journal.pone.0277623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 10/31/2022] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE To compare patterns in use of different antiemetics during pregnancy in Canada, the United Kingdom, and the United States, between 2002 and 2014. METHODS We constructed population-based cohorts of pregnant women using administrative healthcare data from five Canadian provinces (Alberta, British Columbia, Manitoba, Ontario, and Saskatchewan), the Clinical Practice Research Datalink from the United Kingdom, and the IBM MarketScan Research Databases from the United States. We included pregnancies ending in live births, stillbirth, spontaneous abortion, or induced abortion. We determined maternal use of antiemetics from pharmacy claims in Canada and the United States and from prescriptions in the United Kingdom. RESULTS The most common outcome of 3 848 734 included pregnancies (started 2002-2014) was live birth (66.7% of all pregnancies) followed by spontaneous abortion (20.2%). Use of antiemetics during pregnancy increased over time in all three countries. Canada had the highest prevalence of use of prescription antiemetics during pregnancy (17.7% of pregnancies overall, 13.2% of pregnancies in 2002, and 18.9% in 2014), followed by the United States (14.0% overall, 8.9% in 2007, and 18.1% in 2014), and the United Kingdom (5.0% overall, 4.2% in 2002, and 6.5% in 2014). Besides use of antiemetic drugs being considerably lower in the United Kingdom, the increase in its use over time was more modest. The most commonly used antiemetic was combination doxylamine/pyridoxine in Canada (95.2% of pregnancies treated with antiemetics), ondansetron in the United States (72.2%), and prochlorperazine in the United Kingdom (63.5%). CONCLUSIONS In this large cohort study, we observed an overall increase in antiemetic use during pregnancy, and patterns of use varied across jurisdictions. Continued monitoring of antiemetic use and further research are warranted to better understand the reasons for differences in use of these medications and to assess their benefit-risk profile in this population.
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Affiliation(s)
- Anat Fisher
- Faculty of Medicine, Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada,* E-mail:
| | - J. Michael Paterson
- ICES, Toronto, Ontario, Canada,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Brandace Winquist
- College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada,Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | | | - Pauline Reynier
- Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada
| | - Samy Suissa
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Quebec, Canada
| | - Matthew Dahl
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Zhihai Ma
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Xinya Lu
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | - Jianguo Zhang
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Colette B. Raymond
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kristian B. Filion
- Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Quebec, Canada,Department of Medicine, McGill University, Montréal, Quebec, Canada
| | - Robert W. Platt
- Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Quebec, Canada,Department of Pediatrics, McGill University, Montréal, Quebec, Canada
| | - Carolina Moriello
- Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada
| | - Colin R. Dormuth
- Faculty of Medicine, Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada
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Pagès N, Gorgui J, Wang C, Wang X, Zhao JP, Tchuente V, Lacasse A, Côté S, King S, Muanda F, Mufike Y, Boucoiran I, Nuyt AM, Quach C, Ferreira E, Kaul P, Winquist B, O’Donnell KJ, Eltonsy S, Chateau D, Hanley G, Oberlander T, Kassai B, Mainbourg S, Bernatsky S, Vinet É, Brodeur-Doucet A, Demers J, Richebé P, Zaphiratos V, Bérard A. The Impact of COVID-19 on Maternal Mental Health during Pregnancy: A Comparison between Canada and China within the CONCEPTION Cohort. Int J Environ Res Public Health 2022; 19:12386. [PMID: 36231687 PMCID: PMC9566261 DOI: 10.3390/ijerph191912386] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 09/23/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
The effect of the COVID-19 pandemic on maternal mental health has been described in Canada and China but no study has compared the two countries using the same standardized and validated instruments. In this study, we aimed to evaluate and compare the impact of COVID-19 public health policies on maternal mental health between Canada and China, as we hypothesize that geographical factors and different COVID-19 policies are likely to influence maternal mental health. Pregnant persons >18 years old were recruited in Canada and China using a web-based strategy. All participants recruited between 26 June 2020 and 16 February 2021 were analyzed. Self-reported data included sociodemographic variables, COVID-19 experience and maternal mental health assessments (Edinburgh Perinatal Depression Scale (EPDS), Generalized Anxiety Disorders (GAD-7) scale, stress and satisfaction with life). Analyses were stratified by recruitment cohort, namely: Canada 1 (26 June 2020-10 October 2020), Canada 2 and China (11 October 2020-16 February 2021). Overall, 2423 participants were recruited, with 1804 participants within Canada 1, 135 within Canada 2 and 484 in China. The mean EDPS scores were 8.1 (SD, 5.1) in Canada 1, 8.1 (SD, 5.2) in Canada 2 and 7.7 (SD, 4.9) in China (p-value Canada 2/China: p = 0.005). The mean GAD-7 scores were 2.6 (SD, 2.9) in China, 4.3 (SD, 3.8) in Canada 1 (p < 0.001) and 5.8 (SD, 5.2) in Canada 2 (p < 0.001). When adjusting for stress and anxiety, being part of the Chinese cohort significantly increased the chances of having maternal depression by over threefold (adjusted OR 3.20, 95%CI 1.77-5.78). Canadian and Chinese participants reported depressive scores nearly double those of other crises and non-pandemic periods. Lockdowns and reopening periods have an important impact on levels of depression and anxiety among pregnant persons.
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Affiliation(s)
- Nicolas Pagès
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Faculty of Medicine, Université Claude Bernard Lyon 1, 69003 Lyon, France
| | - Jessica Gorgui
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Faculty of Pharmacy, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Chongjian Wang
- College of Public Health, Zhengzhou University, Zhengzhou 450001, China
| | - Xian Wang
- College of Public Health, Zhengzhou University, Zhengzhou 450001, China
| | - Jin-Ping Zhao
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
| | - Vanina Tchuente
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
| | - Anaïs Lacasse
- Health Sciences Department, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC J9X 5E4, Canada
| | - Sylvana Côté
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Faculty of Medicine, School of Public Health, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Suzanne King
- Faculty of Medicine, McGill University, Montreal, QC H3G 2M1, Canada
| | - Flory Muanda
- Department of Epidemiology & Biostatistics, Western University, London, ON N6A 5W9, Canada
- ICES Western, Western University, London, ON N6A 5W9, Canada
| | - Yves Mufike
- Department of Family Medicine, Protestant University in Congo, Kinshasa II, Kinshasa P.O. Box 4745, Democratic Republic of the Congo
| | - Isabelle Boucoiran
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Department of Obstetrics and Gynecology, School of Public Health, University of Montreal, Montreal, QC H3N 1X9, Canada
| | - Anne Monique Nuyt
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Department of Pediatrics, CHU Sainte-Justine, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Caroline Quach
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Department of Microbiology, Infectious Diseases and Immunology, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Ema Ferreira
- Faculty of Pharmacy, University of Montreal, Montreal, QC H3T 1J4, Canada
- Pharmacy Department, CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
| | - Padma Kaul
- Department of Medicine, 4-120 Katz Group Centre for Pharmacy and Health Research, University of Alberta, Edmonton, AL T6G 2R7, Canada
| | - Brandace Winquist
- Department of Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Kieran J. O’Donnell
- Yale Child Study Center, Department of OB/GYN and Reproductive Sciences, Yale School of Medicine, New Haven, CT 06510, USA
- Douglas Research Center, Department of Psychiatry, McGill University, Montreal, QC H4H 1R3, Canada
| | - Sherif Eltonsy
- Rady Faculty of Health Sciences, College of Pharmacy, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | - Dan Chateau
- Manitoba Center for Health Policy, Winnipeg, MB R3E 3P5, Canada
| | - Gillian Hanley
- Department of Obstetrics & Gynaecology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Tim Oberlander
- Department of Pediatrics, School of Population and Public Health, University of BC, Vancouver, BC V6T 1Z4, Canada
| | - Behrouz Kassai
- Faculty of Medicine, Université Claude Bernard Lyon 1, 69003 Lyon, France
- Department of Clinical Epidemiology, UMR 5558 CNRS, Clinical Investigation Centre, Inserm-Hospices Civils de Lyon, Claude Bernard University Lyon 1, 69003 Lyon, France
| | - Sabine Mainbourg
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Department of Clinical Epidemiology, UMR 5558 CNRS, Clinical Investigation Centre, Inserm-Hospices Civils de Lyon, Claude Bernard University Lyon 1, 69003 Lyon, France
| | - Sasha Bernatsky
- Divisions of Clinical Epidemiology and Rheumatology, McGill University Health Centre, Montreal, QC H3A 0G4, Canada
| | - Évelyne Vinet
- Divisions of Clinical Epidemiology and Rheumatology, McGill University Health Centre, Montreal, QC H3A 0G4, Canada
| | - Annie Brodeur-Doucet
- Dispensaire Diététique de Montréal/Montreal Diet Dispensary, Montreal, QC H3H 1J3, Canada
| | - Jackie Demers
- Dispensaire Diététique de Montréal/Montreal Diet Dispensary, Montreal, QC H3H 1J3, Canada
| | - Philippe Richebé
- Department of Anesthesiology and Pain Medicine, CIUSSS de l’Est de l’Ile de Montreal, Maisonneuve-Rosemont Hospital, University of Montreal, Montreal, QC H1T 2M4, Canada
| | - Valerie Zaphiratos
- Department of Anesthesiology and Pain Medicine, CIUSSS de l’Est de l’Ile de Montreal, Maisonneuve-Rosemont Hospital, University of Montreal, Montreal, QC H1T 2M4, Canada
| | - Anick Bérard
- Research Center CHU Ste-Justine, Montreal, QC H3T 1C5, Canada
- Faculty of Medicine, Université Claude Bernard Lyon 1, 69003 Lyon, France
- Faculty of Pharmacy, University of Montreal, Montreal, QC H3T 1J4, Canada
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4
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Bérard A, Kaul P, Eltonsy S, Winquist B, Chateau D, Hawken S, Sprague A, Walker M, Bernatsky S, Abrahamowicz M, Soares de Moura C, Vinet É, Carleton B, Hanley G, Oberlander T, Sheehy O, Gomez YH, Gorgui J, Savu A. The Canadian Mother-Child Cohort Active Surveillance Initiative (CAMCCO): Comparisons between Quebec, Manitoba, Saskatchewan, and Alberta. PLoS One 2022; 17:e0274355. [PMID: 36126025 PMCID: PMC9488808 DOI: 10.1371/journal.pone.0274355] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 08/25/2022] [Indexed: 12/02/2022] Open
Abstract
Background Given that pregnant women taking medications are excluded from clinical trials, real-world evidence is essential. We aimed to build a Canadian Mother-Child Cohort Active Surveillance Initiative (CAMCCO) and compare frequency of prematurity, low-birth-weight (LBW), major malformations, multiplicity, and gestational medication use across four provinces. Methods CAMCCO is a collaborative research infrastructure that uses real-world data from large provincial health care databases in Canada; developed with standardized methods to similarly construct population-based pregnancy/child cohorts with longitudinal follow-up by linking administrative/hospital/birth databases. CAMCCO also includes a common repository to i) share algorithms and case definitions based on diagnostic and procedural codes for research/training purpose, and ii) download aggregate data relevant to primary care providers, researchers, and decision makers. For this study, data from Quebec (1998–2015), Manitoba (1995–2019), Saskatchewan (1996–2020), and Alberta (2005–2018) are compared (Chi-square tests, p-values), and trends are calculated using Cochran-Armitage trend tests. Results Almost two-thirds (61%) of women took medications during pregnancy, mostly antibiotics (26%), asthma drugs (8%), and antidepressants (4%). Differences in the prevalence of prematurity (5.9–6.8%), LBW (4.0–5.2%), and multiplicity (1.0–2.5%) were statistically significant between provinces (p<0.001). Frequency of major malformations increased over time in Quebec (7–11%; p<0.001), Saskatchewan (5–11%; p<0.001), and Alberta (from 7–8%; p<0.001), and decreased in Manitoba (5–3%; p<0.001). Cardiovascular and musculoskeletal malformations were the most prevalent. Interpretation Medications are often used among Canadian pregnancies but adverse pregnancy outcomes vary across provinces. Digitized health data may help researchers and care providers understand the risk-benefit ratios related to gestational medication use, as well as province-specific trends.
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Affiliation(s)
- Anick Bérard
- Research Center, CHU Sainte-Justine, Montreal, Quebec, Canada
- Faculty of Pharmacy, University of Montreal, Montreal, Quebec, Canada
- Faculty of Medicine, Université Claude Bernard Lyon 1, Lyon, France
- * E-mail:
| | - Padma Kaul
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
- Canadian VIGOUR Center, University of Alberta, Edmonton, Alberta, Canada
| | - Sherif Eltonsy
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Brandace Winquist
- Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Dan Chateau
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Research School of Population Health, Australian National University College of Health and Medicine, Canberra, Australia
| | - Steven Hawken
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Institute of Clinical Evaluative Sciences, uOttawa Site, Ottawa, Ontario, Canada
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Ann Sprague
- Better Outcomes Registry & Network (BORN) Ontario, Ottawa, Ontario, Canada
| | - Mark Walker
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Institute of Clinical Evaluative Sciences, uOttawa Site, Ottawa, Ontario, Canada
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Better Outcomes Registry & Network (BORN) Ontario, Ottawa, Ontario, Canada
- Department of Obstetrics, Gynecology and Newborn Care, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, McGill University Health Centre, Canada
| | - Michal Abrahamowicz
- Department of Epidemiology and Biostatistics, School of Global & Population Health, McGill University, Montreal, Quebec, Canada
| | - Cristiano Soares de Moura
- Faculty of Medicine, Department of Clinical Epidemiology, McGill University, Montréal, Québec, Canada
| | - Évelyne Vinet
- Divisions of Rheumatology and Clinical Epidemiology, McGill University Health Centre, Canada
| | - Bruce Carleton
- Division of Translational Therapeutics Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Gillian Hanley
- Department of Obstetrics & Gynaecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tim Oberlander
- University of British Columbia, School of Population and Public Health, Department of Pediatrics, Vancouver, British Columbia, Canada
| | - Odile Sheehy
- Faculty of Pharmacy, University of Montreal, Montreal, Quebec, Canada
| | | | - Jessica Gorgui
- Research Center, CHU Sainte-Justine, Montreal, Quebec, Canada
- Faculty of Pharmacy, University of Montreal, Montreal, Quebec, Canada
| | - Anamaria Savu
- Canadian VIGOUR Center, University of Alberta, Edmonton, Alberta, Canada
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Berard A, Lacasse A, Gomez YH, Gorgui J, Côté S, King S, Tchuente V, Muanda F, Lumu Y, Boucoiran I, Nuyt AM, Quach C, Ferreira E, Kaul P, Winquist B, O’Donnell K, Eltonsy S, Château D, Zhao JP, Hanley G, Oberlander T, Kassai B, Mainbourg S, Bernatsky S, Vinet É, Brodeur-Doucet A, Demers J, Richebé P, Zaphiratos V, Wang C, Wang X. Impact of the COVID-19 pandemic on maternal mental health during pregnancy: The CONCEPTION study – Phase I. Eur Psychiatry 2022. [PMCID: PMC9564943 DOI: 10.1192/j.eurpsy.2022.547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction Mental health regional differences during pregnancy through the COVID-19 pandemic is understudied. Objectives We aimed to quantify the impact of the COVID-19 pandemic on maternal mental health during pregnancy. Methods A cohort study with a web-based recruitment strategy and electronic data collection was initiated in 06/2020. Although Canadian women, >18 years were primarily targeted, pregnant women worldwide were eligible. The current analysis includes data on women enrolled 06/2020-11/2020. Self-reported data included mental health measures (Edinburgh Perinatal Depression Scale (EPDS), Generalized Anxiety Disorders (GAD-7)), stress. We compared maternal mental health stratifying on country/continents of residence, and identified determinants of mental health using multivariable regression models. Results Of 2,109 pregnant women recruited, 1,932 were from Canada, 48 the United States (US), 73 Europe, 35 Africa, and 21 Asia/Oceania. Mean depressive symptom scores were lower in Canada (EPDS 8.2, SD 5.2) compared to the US (EPDS 10.5, SD 4.8) and Europe (EPDS 10.4, SD 6.5) (p<0.05), regardless of being infected or not. Maternal anxiety, stress, decreased income and access to health care due to the pandemic were increasing maternal depression. The prevalence of severe anxiety was similar across country/continents. Maternal depression, stress, and earlier recruitment during the pandemic (June/July) were associated with increased maternal anxiety. Conclusions In this first international study on the impact of the COVID-19 pandemic, CONCEPTION has shown significant country/continent-specific variations in depressive symptoms during pregnancy, whereas severe anxiety was similar regardless of place of residence. Strategies are needed to reduce COVID-19’s mental health burden in pregnancy. Disclosure No significant relationships.
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Moriello C, Paterson JM, Reynier P, Dahl M, Aibibula W, Fisher A, Gamble JM, Kuo IF, Ronksley PE, Winquist B, Filion KB. Off-label postpartum use of domperidone in Canada: a multidatabase cohort study. CMAJ Open 2021; 9:E500-E509. [PMID: 33990364 PMCID: PMC8157989 DOI: 10.9778/cmajo.20200084] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Trends in off-label postpartum use of domperidone and the impact of safety advisories on its use remain unknown. Our objectives were to describe postpartum use of domperidone in Canada, to evaluate the impact of Health Canada advisories on prescribing patterns, and to describe the association between domperidone use and a composite end point of sudden cardiac death or ventricular tachycardia (VT) among postpartum patients. METHODS We conducted a multidatabase cohort study involving pregnant patients with live births between 2004 and 2017 using administrative health databases from 5 Canadian provinces (British Columbia, Alberta, Saskatchewan, Manitoba and Ontario). We excluded patients with less than 1 year of prepregnancy database history and with approved indications for domperidone. We assessed domperidone use in the 6 months postpartum and the impact of the 2012 and 2015 Health Canada advisories on prescribing via interrupted time series analysis. We estimated crude rates of VT and sudden cardiac death. RESULTS We included 1 190 987 live births. Mean maternal age was 28.6 (standard error 0.6) years. Domperidone use increased over time, from 7% in 2003-2005 to 12% in 2009-2011, when it plateaued. The 2012 advisory was followed by a drop in use and a reduction in slope, and the 2015 advisory had a more modest impact. Crude analysis suggests that domperidone may be associated with increased VT or sudden cardiac death (0.74 v. 0.37 per 10 000 person-years; difference per 10 000 person-years: 0.37, 95% confidence interval -0.67 to 1.41). INTERPRETATION Postpartum domperidone use increased between 2004 and 2017, with prescribing attenuated after Health Canada advisories and a very low absolute rate of VT or sudden cardiac death. These findings suggest that Health Canada advisories affected prescribing; any potential increase in VT or sudden cardiac death with use of domperidone is small and could not be confirmed in this large study STUDY REGISTRATION: ClinicalTrials.gov, no. NCT04024865.
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MESH Headings
- Adult
- Antiemetics/adverse effects
- Canada/epidemiology
- Death, Sudden, Cardiac/epidemiology
- Death, Sudden, Cardiac/etiology
- Death, Sudden, Cardiac/prevention & control
- Domperidone/adverse effects
- Drug Utilization/statistics & numerical data
- Drug Utilization/trends
- Female
- Humans
- Interrupted Time Series Analysis
- Lactation/drug effects
- Lactation Disorders/drug therapy
- Off-Label Use/statistics & numerical data
- Postpartum Period
- Practice Patterns, Physicians'/statistics & numerical data
- Pregnancy
- Retrospective Studies
- Risk Factors
- Tachycardia, Ventricular/chemically induced
- Tachycardia, Ventricular/diagnosis
- Tachycardia, Ventricular/epidemiology
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Affiliation(s)
- Carolina Moriello
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - J Michael Paterson
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Pauline Reynier
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Matthew Dahl
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Wusiman Aibibula
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Anat Fisher
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - John-Michael Gamble
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - I Fan Kuo
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Paul E Ronksley
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Brandace Winquist
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que
| | - Kristian B Filion
- Centre for Clinical Epidemiology (Moriello, Reynier, Aibibula, Filion), Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Que; ICES (Paterson); Institute of Health Policy, Management and Evaluation (Paterson), University of Toronto, Toronto, Ont.; Manitoba Centre for Health Policy, Department of Community Health Sciences (Dahl, Kuo), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Department of Anesthesiology, Pharmacology and Therapeutics (Fisher), University of British Columbia, Vancouver BC; School of Pharmacy (Gamble), University of Waterloo, Kitchener, Ont.; Department of Community Health Sciences (Ronksley), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Saskatchewan Health Quality Council (Winquist); Department of Community Health and Epidemiology (Winquist), College of Medicine, University of Saskatchewan, Saskatoon Sask.; Departments of Medicine and of Epidemiology, Biostatistics, and Occupational Health (Filion), McGill University, Montréal, Que.
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Dormuth CR, Winquist B, Fisher A, Wu F, Reynier P, Suissa S, Dahl M, Ma Z, Lu X, Zhang J, Raymond CB, Filion KB, Platt RW, Moriello C, Paterson JM. Comparison of Pregnancy Outcomes of Patients Treated With Ondansetron vs Alternative Antiemetic Medications in a Multinational, Population-Based Cohort. JAMA Netw Open 2021; 4:e215329. [PMID: 33890993 PMCID: PMC8065380 DOI: 10.1001/jamanetworkopen.2021.5329] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
IMPORTANCE Ondansetron is frequently used to treat nausea and vomiting during pregnancy. Although some studies reported important safety signals, few studies have been sufficiently large to assess rare pregnancy outcomes. OBJECTIVE To study the association between ondansetron exposure during pregnancy and the risks of spontaneous abortion, stillbirth, and major congenital malformations. DESIGN, SETTING, AND PARTICIPANTS This is a cohort study conducted in 3 countries, with a meta-analysis. Participants included women and girls aged 12 to 55 years who experienced spontaneous abortion, induced abortion, stillbirth, or live birth between April 2002 and March 2016, as recorded in administrative data from 5 Canadian provinces (British Columbia, Alberta, Saskatchewan, Manitoba, and Ontario), the US IBM MarketScan Research Databases, and the UK Clinical Practice Research Datalink. The statistical analysis was completed in October 2020. EXPOSURES Exposure to ondansetron during pregnancy was compared with exposure to other commonly used antiemetics to minimize confounding by indication. MAIN OUTCOMES AND MEASURES The primary outcome was fetal death, defined as either spontaneous abortion or stillbirth. Secondary outcomes were the 2 components of the primary outcome and major congenital malformations identified during the year after a live birth. Adjusted hazard ratios were estimated using Cox proportional hazards models with time-dependent drug exposures and were adjusted using high-dimensional propensity scores. For major congenital malformations, adjusted odds ratios were estimated from logistic models. Site-level results were pooled using random-effects meta-analysis. Sensitivity analyses considered second-line antiemetic exposure and exposure specifically during 4 to 10 weeks of gestation. RESULTS Data from 456 963 pregnancies were included in this study of fetal death (249 787 [54.7%] in Canada, 197 913 [43.3%] in the US, and 9263 [2.0%] in the UK; maternal age, ≤24 years, 93 201 patients [20.4%]; 25-29 years, 149 117 patients [32.6%]; 30-34 years, 142 442 patients [31.2%]; and ≥35 years, 72 203 patients [15.8%]). Fetal death occurred in 12 907 (7.9%) of 163 810 pregnancies exposed to ondansetron, and 17 476 (5.7%) of 306 766 pregnancies exposed to other antiemetics. The adjusted hazard ratios were 0.91 (95% CI, 0.67-1.23) for fetal death with time-dependent ondansetron exposure during pregnancy, 0.82 (95% CI, 0.64-1.04) for spontaneous abortion, and 0.97 (95% CI, 0.79-1.20) for stillbirth. For major congenital malformations, the estimated odds ratio was 1.06 (95% CI, 0.91-1.22). Results of sensitivity analyses were generally consistent with those of the primary analyses. CONCLUSIONS AND RELEVANCE In this large, multicenter cohort study, there was no association between ondansetron exposure during pregnancy and increased risk of fetal death, spontaneous abortion, stillbirth, or major congenital malformations compared with exposure to other antiemetic drugs.
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Affiliation(s)
- Colin R. Dormuth
- Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Brandace Winquist
- College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | - Anat Fisher
- Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Pauline Reynier
- Center for Clinical Epidemiology, Jewish General Hospital, Lady Davis Institute, Montreal, Quebec, Canada
| | - Samy Suissa
- Center for Clinical Epidemiology, Jewish General Hospital, Lady Davis Institute, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Matthew Dahl
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Zhihai Ma
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Xinya Lu
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | - Jianguo Zhang
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Colette B. Raymond
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kristian B. Filion
- Center for Clinical Epidemiology, Jewish General Hospital, Lady Davis Institute, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Robert W. Platt
- Center for Clinical Epidemiology, Jewish General Hospital, Lady Davis Institute, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada
| | - Carolina Moriello
- Center for Clinical Epidemiology, Jewish General Hospital, Lady Davis Institute, Montreal, Quebec, Canada
| | - J. Michael Paterson
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
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Mohammadhassanzadeh H, Sketris I, Traynor R, Alexander S, Winquist B, Stewart SA. Correction: Using Natural Language Processing to Examine the Uptake, Content, and Readability of Media Coverage of a Pan-Canadian Drug Safety Research Project: Cross-Sectional Observational Study. JMIR Form Res 2020; 4:e20211. [PMID: 32574152 PMCID: PMC7381042 DOI: 10.2196/20211] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 05/20/2020] [Indexed: 11/17/2022] Open
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Mohammadhassanzadeh H, Sketris I, Traynor R, Alexander S, Winquist B, Stewart SA. Using Natural Language Processing to Examine the Uptake, Content, and Readability of Media Coverage of a Pan-Canadian Drug Safety Research Project: Cross-Sectional Observational Study. JMIR Form Res 2020; 4:e13296. [PMID: 31934872 PMCID: PMC6996767 DOI: 10.2196/13296] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 01/03/2019] [Revised: 07/11/2019] [Accepted: 09/26/2019] [Indexed: 11/18/2022] Open
Abstract
Background Isotretinoin, for treating cystic acne, increases the risk of miscarriage and fetal abnormalities when taken during pregnancy. The Health Canada–approved product monograph for isotretinoin includes pregnancy prevention guidelines. A recent study by the Canadian Network for Observational Drug Effect Studies (CNODES) on the occurrence of pregnancy and pregnancy outcomes during isotretinoin therapy estimated poor adherence to these guidelines. Media uptake of this study was unknown; awareness of this uptake could help improve drug safety communication. Objective The aim of this study was to understand how the media present pharmacoepidemiological research using the CNODES isotretinoin study as a case study. Methods Google News was searched (April 25-May 6, 2016), using a predefined set of terms, for mention of the CNODES study. In total, 26 articles and 3 CNODES publications (original article, press release, and podcast) were identified. The article texts were cleaned (eg, advertisements and links removed), and the podcast was transcribed. A dictionary of 1295 unique words was created using natural language processing (NLP) techniques (term frequency-inverse document frequency, Porter stemming, and stop-word filtering) to identify common words and phrases. Similarity between the articles and reference publications was calculated using Euclidian distance; articles were grouped using hierarchical agglomerative clustering. Nine readability scales were applied to measure text readability based on factors such as number of words, difficult words, syllables, sentence counts, and other textual metrics. Results The top 5 dictionary words were pregnancy (250 appearances), isotretinoin (220), study (209), drug (201), and women (185). Three distinct clusters were identified: Clusters 2 (5 articles) and 3 (4 articles) were from health-related websites and media, respectively; Cluster 1 (18 articles) contained largely media sources; 2 articles fell outside these clusters. Use of the term isotretinoin versus Accutane (a brand name of isotretinoin), discussion of pregnancy complications, and assignment of responsibility for guideline adherence varied between clusters. For example, the term pregnanc appeared most often in Clusters 1 (14.6 average times per article) and 2 (11.4) and relatively infrequently in Cluster 3 (1.8). Average readability for all articles was high (eg, Flesch-Kincaid, 13; Gunning Fog, 15; SMOG Index, 10; Coleman Liau Index, 15; Linsear Write Index, 13; and Text Standard, 13). Readability increased from Cluster 2 (Gunning Fog of 16.9) to 3 (12.2). It varied between clusters (average 13th-15th grade) but exceeded the recommended health information reading level (grade 6th to 8th), overall. Conclusions Media interpretation of the CNODES study varied, with differences in synonym usage and areas of focus. All articles were written above the recommended health information reading level. Analyzing media using NLP techniques can help determine drug safety communication effectiveness. This project is important for understanding how drug safety studies are taken up and redistributed in the media.
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Winquist B, Muhajarine N, Ogle K, Mpofu D, Lehotay D, Teare G. Prenatal screening, diagnosis, and termination of pregnancy in First Nations and rural women. Prenat Diagn 2016; 36:838-46. [DOI: 10.1002/pd.4870] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 06/24/2016] [Accepted: 07/01/2016] [Indexed: 11/12/2022]
Affiliation(s)
- Brandace Winquist
- Community Health and Epidemiology, College of Medicine; University of Saskatchewan; Saskatoon Canada
| | - Nazeem Muhajarine
- Community Health and Epidemiology, College of Medicine; University of Saskatchewan; Saskatoon Canada
| | - Keith Ogle
- Academic Family Medicine, College of Medicine; University of Saskatchewan; Saskatoon Canada
| | - Debbie Mpofu
- Midwifery Services; Saskatoon Heath Region; Saskatoon Canada
| | - Denis Lehotay
- Department of Pathology; University of Saskatchewan; Saskatoon Canada
| | - Gary Teare
- Saskatchewan Health Quality Council; Saskatoon Canada
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Henry D, Dormuth C, Winquist B, Carney G, Bugden S, Teare G, Lévesque LE, Bérard A, Paterson JM, Platt RW. Occurrence of pregnancy and pregnancy outcomes during isotretinoin therapy. CMAJ 2016; 188:723-730. [PMID: 27114489 PMCID: PMC4938682 DOI: 10.1503/cmaj.151243] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2016] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Isotretinoin, a teratogen, is widely used to treat cystic acne. Although the risks of pregnancy during isotretinoin therapy are well recognized, there are doubts about the level of adherence with the pregnancy prevention program in Canada. Our objective was to evaluate the effectiveness of the Canadian pregnancy prevention program in 4 provinces: British Columbia, Saskatchewan, Manitoba and Ontario. METHODS Using administrative data, we identified 4 historical cohorts of female users of isotretinoin (aged 12-48 yr) for the period 1996 to 2011. We defined pregnancy using International Statistical Classification of Diseases and billing codes. One definition included only cases with documented pregnancy outcomes (high-specificity definition); the other definition also included individuals recorded as receiving prenatal care (high-sensitivity definition). We studied new courses of isotretinoin and detected pregnancies in 2 time windows: during isotretinoin treatment only and up to 42 weeks after treatment. Live births were followed for 1 year to identify congenital malformations. RESULTS A total of 59 271 female patients received 102 308 courses of isotretinoin. Between 24.3% and 32.9% of participants received prescriptions for oral contraceptives while they were taking isotretinoin, compared with 28.3% to 35.9% in the 12 months before isotretinoin was started. According to the high-specificity definition of pregnancy, there were 186 pregnancies during isotretinoin treatment (3.1/1000 isotretinoin users), compared with 367 (6.2/1000 users) according to the high-sensitivity definition. By 42 weeks after treatment, there were 1473 pregnancies (24.9/1000 users), according to the high-specificity definition. Of these, 1331 (90.4%) terminated spontaneously or were terminated by medical intervention. Among the 118 live births were 11 (9.3%) cases of congenital malformation. Pregnancy rates during isotretinoin treatment remained constant between 1996 and 2011. INTERPRETATION Adherence to the isotretinoin pregnancy prevention program in Canada was poor during the 15-year period of this study.
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Affiliation(s)
- David Henry
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que.
| | - Colin Dormuth
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Brandace Winquist
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Greg Carney
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Shawn Bugden
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Gary Teare
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Linda E Lévesque
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Anick Bérard
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - J Michael Paterson
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
| | - Robert W Platt
- Institute for Clinical Evaluative Sciences (Henry, Lévesque, Paterson), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Henry), University of Toronto, Toronto, Ont.; Faculty of Medicine (Dormuth, Carney), University of British Columbia, Vancouver, BC; Saskatchewan Health Quality Council (Winquist, Teare), Saskatoon, Sask.; College of Pharmacy (Bugden), Faculty of Health Sciences, University of Manitoba, Winnipeg, Man.; Centre for Health Services and Policy Research (Lévesque), Queen's University, Kingston, Ont.; Faculté de pharmacie (Bérard), Université de Montréal, Montréal, Qué.; Department of Family Medicine (Paterson), McMaster University, Hamilton, Ont.; Departments of Epidemiology and Biostatistics and of Pediatrics (Platt), McGill University, Montréal, Que
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Winquist B, Muhajarine N. PREDICTORS OF PRENATAL SCREENING IN A LOW-SCREENING POPULATION. Br J Soc Med 2013. [DOI: 10.1136/jech-2013-202386.2] [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: 11/03/2022]
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Lange S, Rehm J, Bekmuradov D, Mihic A, Popova S, Perumal N, Al Mahmud A, Baqui A, Raqib R, Roth D, Billard M, Bowers S, Gomes J, Ste-Marie N, Venners S, Webster G, Li H, Moraros J, Szafron M, Muhajarine N, Bowen A, Gowan-Moody D, Leis A, Epstein M, Premkumar K, Abonyi S, Nicolau I, Xie X, Dendukuri N, Aglipay M, Jolly AM, Wylie J, Ramsay T, Katapally T, Muhajarine N, Marwa N, Muhajarine N, Winquist B, Muhajarine N, Niruban S, Alagiakrishnan K, Beach J, Senthilselvan A. The Canadian Society for Epidemiology and Biostatics 2012 National Student Conference. Am J Epidemiol 2012. [DOI: 10.1093/aje/kws292] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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