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Al-khawlani AR, Qasim QA, Halboup AM, Thiab S, Zawiah M, Al-Ashwal FY. Insights and perceptions: Investigating pregnant women's attitudes, understanding, and factors influencing knowledge regarding medication usage during pregnancy-A cross-sectional study. PLoS One 2024; 19:e0311235. [PMID: 39352911 PMCID: PMC11444415 DOI: 10.1371/journal.pone.0311235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Medication use during pregnancy is a critical concern due to potential risks to both the mother and fetus. To the extent of our knowledge, there has been no prior research to assess medication use and identify the specific factors of pregnant women within the Yemeni community. This study aimed to investigate the knowledge, beliefs, and practices of Yemeni pregnant women regarding medication use and assess the factors associated with the knowledge during pregnancy. METHODS A cross-sectional multi-center study was conducted through face-to-face interviews using a validated structured questionnaire. The study was conducted on pregnant women receiving antenatal care at tertiary care hospitals in four governorates in Yemen. Univariable and multivariate logistic regressions were employed to examine the relationship between participant variables and their knowledge. A P-value of less than .05 was considered statistically significant. RESULTS Out of the 1003 pregnant women, 35.4% (n = 355) were aged 21-25 years, 33.9% (n = 340) had primary education, 73.6% (n = 738) lived in urban areas, 12.2% (n = 122) were smokers, 38.3% (n = 384) reported chewing khat, and the majority (90.2%, n = 905) were unemployed. Also, 65.5% (n = 657) of the participants reported taking folic acid in their current pregnancy. A total of 2,623 medications were utilized during pregnancy, with 17.8% during the first trimester (n = 468). Around 39.3% (n = 1,037) of medications used fell under the blood and blood-forming organs category. Education level (AOR: 4.00, P < .001), insurance status (AOR: 1.71, P = .026), information about medication risks to the fetus (AOR: 1.96, P = .023), the use of folic acid either in a previous pregnancy (AOR: 1.65, P < .008) or in the current pregnancy (AOR: 4.26, P < .001), and checking the medication leaflet (AOR: 5.67, P < .001) were predictors of higher knowledge. CONCLUSION The findings underscore the pressing need for educational interventions aimed at pregnant women. By bridging knowledge gaps and promoting informed decision-making, such initiatives can contribute to a safer and healthier pregnancy journey, reducing the inclination towards self-medication.
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Affiliation(s)
- Abdullah R. Al-khawlani
- Department of Pharmacy, College of Medical Sciences, AL-Saeeda University, Dhamar, Yemen
- Institute of Pharmaceutical Chemistry, Philipps University of Marburg, Marburg, Germany
| | - Qutaiba A. Qasim
- Department of Clinical Pharmacy, College of Pharmacy, Al-Ayen Iraqi University, Thi-Qar, Iraq
| | - Abdulsalam M. Halboup
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Samar Thiab
- Faculty of Pharmacy, Applied Science Private University, Amman, Jordan
| | - Mohammed Zawiah
- Department of Clinical Practice, College of Pharmacy, Northern Border University, Rafha, Saudi Arabia
| | - Fahmi Y. Al-Ashwal
- Department of Clinical Pharmacy, College of Pharmacy, Al-Ayen Iraqi University, Thi-Qar, Iraq
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
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Tisseyre M, Collier M, Beeker N, Kaguelidou F, Treluyer JM, Chouchana L. In Utero Exposure to Antibiotics and Risk of Serious Infections in the First Year of Life. Drug Saf 2024; 47:453-464. [PMID: 38409516 DOI: 10.1007/s40264-024-01401-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2024] [Indexed: 02/28/2024]
Abstract
INTRODUCTION AND OBJECTIVE Given the high prevalence of antibiotic prescription during pregnancy in France and previous studies suggesting an increased risk of infection in offspring with such exposures, our study aimed to investigate the association between prenatal exposure to systemic antibiotics and serious infections in full-term infants during their first year of life. METHODS We conducted a retrospective population-based cohort study on singleton, full-term liveborn non-immunocompromised infants, using the French National Health Data System (SNDS) between 2012 and 2021. Systemic antibiotic dispensing in ambulatory care settings during pregnancy defined the exposure. Outcomes concerned serious infections (i.e., infections requiring hospitalization) in offspring identified between 3 and 12 months of life, hence excluding infections of maternal origin. Adjusted odds ratios (aORs) were estimated using logistic regression with multivariate models to control for potential confounders. RESULTS Of 2,836,630 infants included, 39.6% were prenatally exposed to systemic antibiotics. Infants prenatally exposed to antibiotics had a higher incidence of serious infections compared with unexposed infants {aOR 1.12 [95% confidence interval (95% CI) 1.11-1.13]}. Similar associations were observed according to the timing of exposure during pregnancy, antibiotic class, and site of infections. The strongest association was observed when infants were prenatally exposed to three or more antibiotic courses during pregnancy [aOR 1.21 (95% CI 1.19-1.24)]. Limitations include residual confounders, such as genetic susceptibility to infections and the role of the underlying pathogen agent. CONCLUSION Prenatal exposure to systemic antibiotics is very common and is associated with a weak yet significant associations with subsequent serious infectious events during the first year of life. While our study revealed associations, it is important to note that causation cannot be established, given the acknowledged limitations, including potential confounding by indication.
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Affiliation(s)
- Mylène Tisseyre
- Centre Régional de Pharmacovigilance, Service de Pharmacologie périnatale, pédiatrique et adulte, Hopital Cochin, Assistance Publique-Hopitaux de Paris (AP-HP), 27, rue du Faubourg Saint Jacques, 75014, Paris, France.
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France.
| | - Mathis Collier
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France
- Unité de Recherche Clinique, Hopital Cochin, Assistance Publique-Hopitaux de Paris, Paris, France
| | - Nathanaël Beeker
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France
- Unité de Recherche Clinique, Hopital Cochin, Assistance Publique-Hopitaux de Paris, Paris, France
| | - Florentia Kaguelidou
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France
- Centre d'Investigations Cliniques, INSERM CIC1426, Hôpital Robert Debré, APHP.Nord, Paris, France
| | - Jean-Marc Treluyer
- Centre Régional de Pharmacovigilance, Service de Pharmacologie périnatale, pédiatrique et adulte, Hopital Cochin, Assistance Publique-Hopitaux de Paris (AP-HP), 27, rue du Faubourg Saint Jacques, 75014, Paris, France
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France
- Unité de Recherche Clinique, Hopital Cochin, Assistance Publique-Hopitaux de Paris, Paris, France
| | - Laurent Chouchana
- Centre Régional de Pharmacovigilance, Service de Pharmacologie périnatale, pédiatrique et adulte, Hopital Cochin, Assistance Publique-Hopitaux de Paris (AP-HP), 27, rue du Faubourg Saint Jacques, 75014, Paris, France
- EA7323, Evaluation thérapeutique et pharmacologie périnatale et pédiatrique, Université Paris Cité, Paris, France
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Koni AA, Qashoa H, Musa AA, Masri M, Hazem W, Taha S, Daifallah A, Al-Jabi SW, Abushanab AS, Zyoud SH. Knowledge and practice of community pharmacists regarding the safety of drugs during pregnancy: a cross-sectional study from a developing country. BMC Pregnancy Childbirth 2024; 24:189. [PMID: 38468217 PMCID: PMC10926555 DOI: 10.1186/s12884-024-06393-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/04/2024] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND Drug use during pregnancy can cause unfavorable fetal and maternal outcomes. Information sharing is essential for pharmacists' role within intricate, modern healthcare systems. Community pharmacists (CPs) have demonstrated unsatisfactory knowledge across various pharmacological domains in most developing countries. This study aimed to explore the knowledge and practices of CPs regarding medications and herb safety during pregnancy. METHODS A cross-sectional study was conducted in a developing country using a self-administered questionnaire. A sample of CPs working in the northern governorates of the West Bank was selected by convenience sampling. The questionnaire included questions on sociodemographic characteristics, practices and knowledge. Descriptive and inferential statistics were calculated using the Statistical Package for the Social Sciences (SPSS) to analyze the data. RESULTS A total of 207 questionnaires were completed. Most respondents had only a bachelor's degree (89.9%) but did not participate in continuous professional development (CPD) (71.0%). Almost one-third of the CP workload involved dispensing drugs to pregnant women. The majority of the participants reported that they inquire about pregnancy status (59.9%), refer to scientific sources (82.6%), and contact a prescribing physician (51.2%) in cases of uncertainty. A higher knowledge score was associated with receiving a master's degree and CPD programs. Most CPs identified folic acid, paracetamol and amoxicillin as safe, while tetracycline, isotretinoin, enalapril, pseudoephedrine and ibuprofen were among the drugs mostly reported as unsafe. Castor oil, Senna, St. John's wort and ginseng were the most frequently reported herbs as unsafe. CONCLUSIONS Despite the gaps in knowledge about herb pharmacology, CPs demonstrated acceptable knowledge and practice regarding drug safety during pregnancy. CPD is recommended for addressing gaps in knowledge and practice. Future research evaluating knowledge and practice may benefit from developing a specific, accurate, validated instrument.
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Affiliation(s)
- Amer A Koni
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
- Division of Clinical Pharmacy, Department of Hematology and Oncology, An-Najah National University Hospital, Nablus, 44839, Palestine
| | - Hamzah Qashoa
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Abeer Abo Musa
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Maen Masri
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Walaa Hazem
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Sari Taha
- Department of Medicine, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Aiman Daifallah
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Samah W Al-Jabi
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Amani S Abushanab
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine
| | - Sa'ed H Zyoud
- Department of Clinical and Community Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, 44839, Palestine.
- Poison Control and Drug Information Center (PCDIC), Faculty of Medicine and Health Sciences, An- Najah National University, Nablus, 44839, Palestine.
- Clinical Research Center, An-Najah National University Hospital, Nablus, 44839, Palestine.
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Subramanian A, Azcoaga-Lorenzo A, Anand A, Phillips K, Lee SI, Cockburn N, Fagbamigbe AF, Damase-Michel C, Yau C, McCowan C, O'Reilly D, Santorelli G, Hope H, Kennedy JI, Abel KM, Eastwood KA, Locock L, Black M, Loane M, Moss N, Plachcinski R, Thangaratinam S, Brophy S, Agrawal U, Vowles Z, Brocklehurst P, Dolk H, Nelson-Piercy C, Nirantharakumar K. Polypharmacy during pregnancy and associated risk factors: a retrospective analysis of 577 medication exposures among 1.5 million pregnancies in the UK, 2000-2019. BMC Med 2023; 21:21. [PMID: 36647047 PMCID: PMC9843951 DOI: 10.1186/s12916-022-02722-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 12/23/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND The number of medications prescribed during pregnancy has increased over the past few decades. Few studies have described the prevalence of multiple medication use among pregnant women. This study aims to describe the overall prevalence over the last two decades among all pregnant women and those with multimorbidity and to identify risk factors for polypharmacy in pregnancy. METHODS A retrospective cohort study was conducted between 2000 and 2019 using the Clinical Practice Research Datalink (CPRD) pregnancy register. Prescription records for 577 medication categories were obtained. Prevalence estimates for polypharmacy (ranging from 2+ to 11+ medications) were presented along with the medications commonly prescribed individually and in pairs during the first trimester and the entire pregnancy period. Logistic regression models were performed to identify risk factors for polypharmacy. RESULTS During the first trimester (812,354 pregnancies), the prevalence of polypharmacy ranged from 24.6% (2+ medications) to 0.1% (11+ medications). During the entire pregnancy period (774,247 pregnancies), the prevalence ranged from 58.7 to 1.4%. Broad-spectrum penicillin (6.6%), compound analgesics (4.5%) and treatment of candidiasis (4.3%) were commonly prescribed. Pairs of medication prescribed to manage different long-term conditions commonly included selective beta 2 agonists or selective serotonin re-uptake inhibitors (SSRIs). Risk factors for being prescribed 2+ medications during the first trimester of pregnancy include being overweight or obese [aOR: 1.16 (1.14-1.18) and 1.55 (1.53-1.57)], belonging to an ethnic minority group [aOR: 2.40 (2.33-2.47), 1.71 (1.65-1.76), 1.41 (1.35-1.47) and 1.39 (1.30-1.49) among women from South Asian, Black, other and mixed ethnicities compared to white women] and smoking or previously smoking [aOR: 1.19 (1.18-1.20) and 1.05 (1.03-1.06)]. Higher and lower age, higher gravidity, increasing number of comorbidities and increasing level of deprivation were also associated with increased odds of polypharmacy. CONCLUSIONS The prevalence of polypharmacy during pregnancy has increased over the past two decades and is particularly high in younger and older women; women with high BMI, smokers and ex-smokers; and women with multimorbidity, higher gravidity and higher levels of deprivation. Well-conducted pharmaco-epidemiological research is needed to understand the effects of multiple medication use on the developing foetus.
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Affiliation(s)
- Anuradhaa Subramanian
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Amaya Azcoaga-Lorenzo
- Division of Population and Behavioural Sciences, School of Medicine, University of St Andrews, St Andrews, UK
| | - Astha Anand
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Katherine Phillips
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK.
| | - Siang Ing Lee
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Neil Cockburn
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Adeniyi Francis Fagbamigbe
- Division of Population and Behavioural Sciences, School of Medicine, University of St Andrews, St Andrews, UK
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Christine Damase-Michel
- Medical and Clinical Pharmacology, School of Medicine, Université Toulouse III, Toulouse, France
- INSERM, Center for Epidemiology and Research in Population Health (CERPOP), Toulouse, CIC 1436, France
| | - Christopher Yau
- Division of Informatics, Imaging and Data Sciences, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- Health Data Research UK, Oxford, UK
| | - Colin McCowan
- Division of Population and Behavioural Sciences, School of Medicine, University of St Andrews, St Andrews, UK
| | - Dermot O'Reilly
- Centre for Public Health, Queen's University of Belfast, Belfast, UK
| | | | - Holly Hope
- Centre for Women's Mental Health, Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology Medicine & Health, The University of Manchester, Manchester, UK
| | | | - Kathryn M Abel
- Centre for Women's Mental Health, Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology Medicine & Health, The University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Kelly-Ann Eastwood
- Centre for Public Health, Queen's University of Belfast, Belfast, UK
- St Michael's Hospital, University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Louise Locock
- Health Services Research Unit, School of Medicine, Medical Science and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Mairead Black
- Aberdeen Centre for Women's Health Research, School of Medicine, Medical Science and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Maria Loane
- Centre for Maternal, Fetal and Infant Research, The Institute of Nursing and Health Research, Ulster University, Coleraine, UK
| | - Ngawai Moss
- Patient and Public Representative, London, UK
| | | | - Shakila Thangaratinam
- WHO Collaborating Centre for Global Women's Health, Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Department of Obstetrics and Gynaecology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Sinead Brophy
- Data Science, Medical School, Swansea University, Swansea, UK
| | - Utkarsh Agrawal
- Division of Population and Behavioural Sciences, School of Medicine, University of St Andrews, St Andrews, UK
| | - Zoe Vowles
- Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Peter Brocklehurst
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Helen Dolk
- Centre for Maternal, Fetal and Infant Research, The Institute of Nursing and Health Research, Ulster University, Coleraine, UK
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Given J, Casson K, Dolk H, Loane M. Sociodemographic variation in prescriptions dispensed in early pregnancy in Northern Ireland 2010–2016. PLoS One 2022; 17:e0267710. [PMID: 35994459 PMCID: PMC9394805 DOI: 10.1371/journal.pone.0267710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 04/14/2022] [Indexed: 11/21/2022] Open
Abstract
Aim To establish the prevalence of prescriptions dispensed in early pregnancy by maternal age and area deprivation, for women who gave birth in Northern Ireland (NI) 2011–2016. Study design Population-based linked cohort study. Methods The NI Maternity System (NIMATS) database was used to identify all births to resident mothers in NI between 2011 and 2016. Prescriptions dispensed between the last menstrual period (LMP) and the first antenatal care visit (mean 10.7 weeks) (2010–2016) were extracted from the Enhanced Prescribing Database (EPD) which records all prescriptions dispensed by pharmacists in NI. EPD data were linked to NIMATS using the mother’s Health and Care Number. Maternal deprivation based on the NI Multiple Deprivation Measure 2017 was linked using the mother’s postcode. Results The cohort included 139,687 pregnancies resulting in live or stillbirths to 106,206 women. A medication was dispensed in 63.5% of pregnancies, and in 48.7% of pregnancies excluding supplements (vitamins, iron, and folic acid). Folic acid was the most commonly dispensed medication (33.1%). Excluding supplements, the mean number of medications was 1.1, with 4.2% having ≥5 medications. The most common non-supplement medications were antibiotics (13.1%), antiemetics (8.7%), analgesics (6.9%), hormonal medications (6.9%) and antidepressants (6.1%). Younger women (<20 years) had more antibiotics while older women (40+ years) had more antidepressants, cardiovascular, antihypertensives, anticoagulant medications and thyroxine. The proportion of women living in the most deprived areas with prescriptions for antidepressants, sedatives, tranquilisers, analgesics, and anti-epileptic medications was double the proportion of women with these medications in the least deprived areas. Conclusion Half of all pregnant women in NI were dispensed a non-supplement medication between LMP and the first antenatal care visit. Younger and older mothers and those living in the most deprived areas were more likely to have medications dispensed. More antidepressants were dispensed in areas of social deprivation.
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Affiliation(s)
- Joanne Given
- Faculty of Life & Health Sciences, Ulster University, Belfast, Northern Ireland, United Kingdom
| | - Karen Casson
- Faculty of Life & Health Sciences, Ulster University, Belfast, Northern Ireland, United Kingdom
| | - Helen Dolk
- Faculty of Life & Health Sciences, Ulster University, Belfast, Northern Ireland, United Kingdom
| | - Maria Loane
- Faculty of Life & Health Sciences, Ulster University, Belfast, Northern Ireland, United Kingdom
- * E-mail:
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Bérard A, Strom S, Zhao JP, Kori S, Albrecht D. Dihydroergotamine and triptan use to treat migraine during pregnancy and the risk of adverse pregnancy outcomes. Sci Rep 2021; 11:19302. [PMID: 34588467 PMCID: PMC8481540 DOI: 10.1038/s41598-021-97092-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 08/06/2021] [Indexed: 11/20/2022] Open
Abstract
Migraine is prevalent during pregnancy. Antimigraine medications such as dihydroergotamine (DHE) and triptans have been associated with adverse pregnancy outcomes in individual studies but lack of consensus remains. We compared the risk of prematurity, low birth weight (LBW), major congenital malformations (MCM), and spontaneous abortions (SA) associated with gestational use of DHE or triptans. Three cohort and one nested-case–control analyses were conducted within the Quebec Pregnancy Cohort to assess the risk of prematurity, LBW, MCM, and SA. Exposure was defined dichotomously as use of DHE or triptan during pregnancy. Generalized estimation equations were built to quantify the associations, adjusting for potential confounders. 233,900 eligible pregnancies were included in the analyses on prematurity, LBW, and MCM; 29,104 cases of SA were identified. Seventy-eight subjects (0.03%) were exposed to DHE and 526 (0.22%) to triptans. Adjusting for potential confounders, DHE and triptans were associated with increased risks of prematurity, LBW, MCM, and SA but not all estimates were statistically significant. DHE was associated with the risk of prematurity (aRR: 4.12, 95% CI 1.21–13.99); triptans were associated with the risk of SA (aOR: 1.63, 95% CI 1.34–1.98). After considering maternal migraine, all antimigraine specific medications increased the risk of some adverse pregnancy outcomes, but estimates were unstable.
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Affiliation(s)
- Anick Bérard
- Faculty of Pharmacy, University of Montreal, Montreal, QC, H3T 1J4, Canada. .,Research Center, CHU Sainte-Justine, Montreal, QC, H3T 1C5, Canada. .,Faculty of Medicine, Université Claude Bernard, Lyon 1, 69622, Lyon, France.
| | - Shannon Strom
- Satsuma Pharmaceuticals, Inc, San Francisco, CA, 94080, USA
| | - Jin-Ping Zhao
- Research Center, CHU Sainte-Justine, Montreal, QC, H3T 1C5, Canada
| | - Shashi Kori
- Satsuma Pharmaceuticals, Inc, San Francisco, CA, 94080, USA
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Quantin C, Yamdjieu Ngadeu C, Cottenet J, Escolano S, Bechraoui‐Quantin S, Rozenberg P, Tubert‐Bitter P, Gouyon J. Early exposure of pregnant women to non-steroidal anti-inflammatory drugs delivered outside hospitals and preterm birth risk: nationwide cohort study. BJOG 2021; 128:1575-1584. [PMID: 33590634 PMCID: PMC8451913 DOI: 10.1111/1471-0528.16670] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To assess the risk of preterm birth associated with nonsteroidal anti-inflammatory drugs (NSAIDs), focusing on early exposure in the period from conception to 22 weeks of gestation (WG). DESIGN National population-based retrospective cohort study. SETTING The French National Health Insurance Database that includes hospital discharge data and health claims data. POPULATION Singleton pregnancies (2012-2014) with a live birth occurring after 22WG from women between 15 and 45 years old and insured the year before the first day of gestation and during pregnancy were included. We excluded pregnancies for which anti-inflammatory medications were dispensed after 22WG. METHODS The association between exposure and risk of preterm birth was evaluated with GEE models, adjusting on a large number of covariables, socio-demographic variables, maternal comorbidities, prescription drugs and pregnancy complications. MAIN OUTCOME MEASURES Prematurity, defined as a birth that occurred before 37WG. RESULTS Among our 1 598 330 singleton pregnancies, early exposure to non-selective NSAIDs was associated with a significantly increased risk of preterm birth, regardless of the severity of prematurity: adjusted odds ratio (aOR) = 1.76 (95% CI 1.54-2.00) for extreme prematurity (95% CI 22-27WG), 1.28 (95% CI 1.17-1.40) for moderate prematurity (28-31WG) and 1.08 (95% CI 1.05-1.11) for late prematurity (32-36WG), with non-overlapping confidence intervals. We identified five NSAIDs for which the risk of premature birth was significantly increased: ketoprofen, flurbiprofen, nabumetone, etodolac and indomethacin: for the latter, aOR = 1.92 (95% CI 1.37-2.70) with aOR = 9.33 (95% CI 3.75-23.22) for extreme prematurity. CONCLUSION Overall, non-selective NSAID use (delivered outside hospitals) during the first 22WG was found to be associated with an increased risk of prematurity. However, the association differs among NSAIDs. TWEETABLE ABSTRACT French study for which early exposure to non-selective NSAIDs was associated with increased risk of prematurity.
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Affiliation(s)
- C Quantin
- High‐Dimensional Biostatistics for Drug Safety and GenomicsUniversité Paris‐SaclayUVSQUniv. Paris‐SudInsermCESPVillejuifFrance
- Biostatistics and Bioinformatics (DIM)University HospitalDijonFrance
- Bourgogne Franche‐Comté UniversityDijonFrance
- InsermCIC 1432DijonFrance
- Clinical Investigation CentreClinical Epidemiology/Clinical Trials UnitDijon University HospitalDijonFrance
| | - C Yamdjieu Ngadeu
- Biostatistics and Bioinformatics (DIM)University HospitalDijonFrance
- Bourgogne Franche‐Comté UniversityDijonFrance
| | - J Cottenet
- Biostatistics and Bioinformatics (DIM)University HospitalDijonFrance
- Bourgogne Franche‐Comté UniversityDijonFrance
| | - S Escolano
- High‐Dimensional Biostatistics for Drug Safety and GenomicsUniversité Paris‐SaclayUVSQUniv. Paris‐SudInsermCESPVillejuifFrance
| | - S Bechraoui‐Quantin
- Biostatistics and Bioinformatics (DIM)University HospitalDijonFrance
- Bourgogne Franche‐Comté UniversityDijonFrance
| | - P Rozenberg
- Department of Obstetrics and GynaecologyPoissy‐Saint Germain HospitalPoissyFrance
- Paris Saclay University, UVSQ, Inserm, Team U1018, Clinical Epidemiology, CESPMontigny‐le‐BretonneuxFrance
| | - P Tubert‐Bitter
- High‐Dimensional Biostatistics for Drug Safety and GenomicsUniversité Paris‐SaclayUVSQUniv. Paris‐SudInsermCESPVillejuifFrance
| | - J‐B Gouyon
- Centre d’Etudes Périnatales Océan Indien (EA 7388)Centre Hospitalier Universitaire Sud RéunionLa RéunionSaint PierreFrance
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Demailly R, Escolano S, Haramburu F, Tubert-Bitter P, Ahmed I. Identifying Drugs Inducing Prematurity by Mining Claims Data with High-Dimensional Confounder Score Strategies. Drug Saf 2021; 43:549-559. [PMID: 32124266 DOI: 10.1007/s40264-020-00916-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND Pregnant women are largely exposed to medications. However, knowledge is lacking about their effects on pregnancy and the fetus. OBJECTIVE This study sought to evaluate the potential of high-dimensional propensity scores and high-dimensional disease risk scores for automated signal detection in pregnant women from medico-administrative databases in the context of drug-induced prematurity. METHODS We used healthcare claims and hospitalization discharges of a 1/97th representative sample of the French population. We tested the association between prematurity and drug exposure during the trimester before delivery, for all drugs prescribed to at least five pregnancies. We compared different strategies (1) for building the two scores, including two machine-learning methods and (2) to account for these scores in the final logistic regression models: adjustment, weighting, and matching. We also proposed a new signal detection criterion derived from these scores: the p value relative decrease. Evaluation was performed by assessing the relevance of the signals using a literature review and clinical expertise. RESULTS Screening 400 drugs from a cohort of 57,407 pregnancies, we observed that choosing between the two machine-learning methods had little impact on the generated signals. Score adjustment performed better than weighting and matching. Using the p value relative decrease efficiently filtered out spurious signals while maintaining a number of relevant signals similar to score adjustment. Most of the relevant signals belonged to the psychotropic class with benzodiazepines, antidepressants, and antipsychotics. CONCLUSIONS Mining complex healthcare databases with statistical methods from the high-dimensional inference field may improve signal detection in pregnant women.
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Affiliation(s)
- Romain Demailly
- Université Paris-Saclay, UVSQ, Université Paris-Sud, Inserm, High-Dimensional Biostatistics for Drug Safety and Genomics, CESP, Villejuif, France. .,Obstetric Department, Lille Catholic Hospitals, Lille Catholic University, Lille, France.
| | - Sylvie Escolano
- Université Paris-Saclay, UVSQ, Université Paris-Sud, Inserm, High-Dimensional Biostatistics for Drug Safety and Genomics, CESP, Villejuif, France
| | - Françoise Haramburu
- Centre de Pharmacovigilance, CHU de Bordeaux, Université de Bordeaux, UMR 1219, Bordeaux, France
| | - Pascale Tubert-Bitter
- Université Paris-Saclay, UVSQ, Université Paris-Sud, Inserm, High-Dimensional Biostatistics for Drug Safety and Genomics, CESP, Villejuif, France
| | - Ismaïl Ahmed
- Université Paris-Saclay, UVSQ, Université Paris-Sud, Inserm, High-Dimensional Biostatistics for Drug Safety and Genomics, CESP, Villejuif, France
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9
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Donald S, Sharples K, Barson D, Horsburgh S, Parkin L. Patterns of prescription medicine dispensing before and during pregnancy in New Zealand, 2005-2015. PLoS One 2020; 15:e0234153. [PMID: 32484824 PMCID: PMC7266349 DOI: 10.1371/journal.pone.0234153] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Accepted: 05/19/2020] [Indexed: 12/21/2022] Open
Abstract
Objective To describe prescription medicine dispensing before and during pregnancy in New Zealand, 2005–2015. Methods Members of the New Zealand Pregnancy Cohort were linked with their dispensing records in a national database of prescription products dispensed from community pharmacies. We identified the proportion of pregnancies during which at least one prescription medicine was dispensed, the number of different medicines used and the most commonly dispensed medicine groups both during pregnancy and in the 270 days before conception. Dispensing during pregnancy was assessed by several maternal characteristics. Results 874,884 pregnancies were included. Over the study timeframe, the proportion of pregnancies exposed to a non-supplement prescription medicine increased from 38.5% to 67.2%. The mean number of different non-supplement medicines dispensed during pregnancy increased from 2.5 to 3.2. Dispensing during pregnancy was weakly associated with body mass index, smoking status and ethnicity. Pregnancy exposure was highest for Antibacterials (26.0%), Analgesics (16.7%) and Antinausea & Vertigo Agents (11.0%). Conclusions From 2005–2015, both the proportion of exposed pregnancies and the number of different medicines dispensed to pregnant women in New Zealand increased.
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Affiliation(s)
- Sarah Donald
- Pharmacoepidemiology Research Network, Dunedin, New Zealand
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- * E-mail:
| | - Katrina Sharples
- Pharmacoepidemiology Research Network, Dunedin, New Zealand
- Department of Mathematics and Statistics, University of Otago, Dunedin, New Zealand
- Department of Medicine, University of Otago, Dunedin, New Zealand
| | - David Barson
- Pharmacoepidemiology Research Network, Dunedin, New Zealand
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Simon Horsburgh
- Pharmacoepidemiology Research Network, Dunedin, New Zealand
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Lianne Parkin
- Pharmacoepidemiology Research Network, Dunedin, New Zealand
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
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Cavadino A, Prieto-Merino D, Morris JK. Bayesian hierarchical methods in the detection of potentially teratogenic first-trimester medications. Pharmacoepidemiol Drug Saf 2020; 29:337-346. [PMID: 31908100 DOI: 10.1002/pds.4948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 09/24/2019] [Accepted: 12/03/2019] [Indexed: 11/09/2022]
Abstract
PURPOSE Bayesian hierarchical models (BHMs) have been used to identify adverse drug reactions, allowing information sharing amongst adverse reactions and drugs expected to have similar properties. This study evaluated the use of BHMs in the routine signal detection analyses of potential first-trimester teratogens, where these models have not previously been applied. METHODS Data on 15 058 malformed foetuses exposed to first trimester medications (1995-2011) from 13 European congenital anomaly (CA) registries were analysed. The proportion of each CA in women taking a specific medication was compared with the proportion of that CA in all other women in the dataset (55 CAs × 523 medications). BHMs were grouped by either medications or CAs or by both simultaneously, and the results compared with analysing each medication-CA combination separately and adjusting for multiplicity using a double false discovery rate (FDR) procedure. The proportions of "high-risk" medications (medications which have been shown to carry a moderate to high risk of foetal malformations) identified as potential signals were compared, as well as the total number of potential signals requiring follow up (the effective workload). RESULTS BHMs identified more high-risk medications than the double FDR method, but the effective workload was larger. A BHM grouping both medications and CAs, for example, identified 23% of high-risk medications compared with 14% by the double FDR; however, there was an increase from 16 to 71 potential signals requiring follow up. CONCLUSION For comparable effective workloads, BHMs did not outperform the double FDR, which is comparatively straightforward to implement and is therefore recommended for continued use in teratogenic signal detection analyses.
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Affiliation(s)
- Alana Cavadino
- Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK.,Section of Epidemiology and Biostatistics, School of Population Health, The University of Auckland, Auckland, New Zealand
| | - David Prieto-Merino
- Faculty of Epidemiology & Population Health, London School of Hygiene and Tropical Medicine, London, UK.,Applied Statistics in Medical Research Group, Catholic University of Murcia (UCAM), Murcia, Spain
| | - Joan K Morris
- Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK.,Population Health Research Institute, St George's, University of London, London, UK
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Laursen M, Hallgreen CE, Dreyer N, Bourke A, Mt‐Isa S, Blackburn S. Comparison of electronic self‐reported prescription medication use during pregnancy with the national prescription register in Denmark. Pharmacoepidemiol Drug Saf 2019; 29:328-336. [DOI: 10.1002/pds.4937] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 10/22/2019] [Accepted: 11/17/2019] [Indexed: 02/03/2023]
Affiliation(s)
- Maja Laursen
- The Danish Health Data Authority Copenhagen Denmark
| | - Christine E. Hallgreen
- School of Public HealthImperial College London London UK
- Copenhagen Center for Regulatory Science, Department of PharmacySUND, University of Copenhagen Copenhagen Denmark
| | - Nancy Dreyer
- IQVIA Real‐World and Analytic Solutions Boston Massachusetts
| | | | - Shahrul Mt‐Isa
- School of Public HealthImperial College London London UK
- Biostatistics and Research Decision SciencesMSD Research Laboratories London UK
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12
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The French Pregnancy Cohort: Medication use during pregnancy in the French population. PLoS One 2019; 14:e0219095. [PMID: 31314794 PMCID: PMC6636733 DOI: 10.1371/journal.pone.0219095] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 06/14/2019] [Indexed: 11/19/2022] Open
Abstract
Purpose We described the medication use during pregnancy in the French population using the French Pregnancy Cohort (FPC). Methods The FPC was built with the sampling of all pregnant women included in the French Echantillon généraliste des bénéficiaires (EGB), which is a 1/97th representative sample of the population covered by the French health insurance. The EGB includes anonymized information on the socio-demographic and medical characteristics of beneficiaries, and the health care services they have received such as diagnoses and procedure codes as well as data on filled reimbursed medication; EGB also includes data on hospital stays in all public and private French health facilities. Each filled prescription record contains information on drug brand and generic names, date of prescription and date of dispensing, quantity dispensed, mode of administration, duration of prescription, dosage, and prescribing physician specialty. FPC includes data on all pregnancies of women in the EGB (2010–2013). Date of entry in the FPC is the first day of pregnancy regardless of pregnancy outcome (spontaneous abortions or planned abortions (with or without medical reasons), deliveries), and data on women are collected retrospectively for a period of one year before pregnancy, and prospectively during pregnancy, and up to one year after delivery. The prevalence of prescribed medications before, during and after pregnancy was compared; comparison was also done between trimesters. Pregnancy outcomes are described and include spontaneous and planned abortions, livebirths, and stillbirths. Results FPC includes data on 36,065 pregnancies. Among them, 27,253 (75.6%) resulted in a delivery including 201 stillbirths (0.7%). The total number of spontaneous abortions was 6,718 (18.6%), and planned abortions 2,094 (5.8%). The prevalence of filled medication use was 91.1%, 89.9%, and 95.6% before, during and after pregnancy, respectively. Although there was a statistically significant decrease in the proportion of use once the pregnancy was diagnosed (first trimester exposure, 76.4% vs. exposure in the year prior to pregnancy, 91.1% (p < .01)), post-pregnancy medication use was above the pre-pregnancy level (95.6%). Maternal depression was the most prevalent comorbidity during pregnancy (20%), and post-partum depression was higher in those who delivered a stillborn infant (38.8%) as well as in those with a spontaneous (19.5%) or planned abortion (22.4%) compared to those with a liveborn (12.0%). Conclusion FPC is an excellent tool for the study of the risk and benefit of drug use during the perinatal period. FPC has the advantage of including a representative sample of French pregnant women, and study medications only available in France in addition to others available worldwide.
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Fishman B, Daniel S, Koren G, Lunenfeld E, Levy A. Pregnancy outcome following opioid exposure: A cohort study. PLoS One 2019; 14:e0219061. [PMID: 31260464 PMCID: PMC6602193 DOI: 10.1371/journal.pone.0219061] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2018] [Accepted: 06/14/2019] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Opioids constitute a cornerstone of pain relief treatment. However, opioid safety during pregnancy has not been well established. Recent studies reported an association between in utero opioid exposure and spina bifida. METHODS In order to further evaluate the association of opioids exposure during pregnancy with adverse pregnancy outcomes, we conducted a large historical cohort by linking four databases: medications dispensations, births, pregnancy terminations for medical reasons and infant hospitalizations during the years of 1999-2009. Confounders that were controlled for included maternal age, ethnicity, maternal diabetes, smoking status, parity, obesity, year and folic acid intake. A secondary analysis for total major malformations and for spina bifida was performed using propensity score matching for first trimester exposure. RESULTS Of the 101,586 women included in the study, 3003 were dispensed opioids during the first trimester. Intrauterine exposure to opioids was not associated with overall major malformations (adjusted odds ratio (aOR) 0.97, 95% CI 0.83-1.13), cardiovascular malformations (aOR = 0.89, 95% CI 0.70-1.13) other malformations by systems or spina bifida in particular. However, the risk for spina bifida among newborns and abortuses who were exposed to codeine was four times higher than that of the unexposed (aOR = 4.42, 95% CI 1.60-12.23). This association remained significant in a secondary analysis using propensity score matching. Third trimester exposure to opioids was not associated with low birth weight (aOR = 1.08, 95% CI 0.77-1.52), perinatal death (aOR = 1.38, 95% CI 0.64-2.99) and other adverse pregnancy outcomes. CONCLUSIONS These findings suggest that opioids exposure (as a homogenous group) is not a significant risk factor for overall major malformations. Exposure to codeine during the first trimester was found to be associated with increased risk of spina bifida. However, this finding was based on a small number of cases and need to be verified in future work.
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Affiliation(s)
- Boris Fishman
- Department of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Sharon Daniel
- Department of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Department of Pediatrics, Soroka Medical Center, Beer-Sheva, Israel
| | - Gideon Koren
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Motherisk Israel, Tel Aviv, Israel
- Maccabi Health Services, Tel Aviv, Israel
| | - Eitan Lunenfeld
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Department of Obstetrics and Gynecology, Soroka Medical Center, Beer-Sheva, Israel
| | - Amalia Levy
- Department of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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McCullough N, Dolk H, Loane M, Lagan BM, Casey F, Craig B. The Baby Hearts Study - a case-control methodology with data linkage to evaluate risk and protective factors for congenital heart disease. Int J Popul Data Sci 2019; 4:582. [PMID: 32935022 PMCID: PMC7479919 DOI: 10.23889/ijpds.v4i1.582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Introduction The Baby Hearts study aimed to investigate risk and protective factors for congenital heart disease (CHD), and to investigate the health behaviours of a representative sample of pregnant women in Northern Ireland. Objectives We describe and evaluate the population-based case-control design enhanced with data linkage to administrative health data. Methods Cases (mothers of babies with CHD, n=286) were recruited following diagnosis prenatally or postnatally. Controls (mothers of babies without CHD, n=966) were recruited at 18-22 weeks gestation, from all women attending each maternity unit during a designated month. Hybrid data collection methods were used, including a self-administered iPad/postal questionnaire, and linkage to maternity and prescription records. Results Refusal rates were low (8%). iPad questionnaire completion at clinic or home visit had high acceptability whereas postal questionnaires were poorly returned leading to a further 9-10% loss of eligible cases/controls. In total, 61% of eligible cases and 68% of eligible controls were recruited, closely representative of the Northern Ireland population, with no evidence of selection bias. Of those recruited, 97% gave consent for linkage to medical records. Thirty-three percent of women had an unplanned pregnancy and 76% suspected they were pregnant by 5 weeks gestation, with no significant differences between cases and controls. There was considerable discordance between self-report, maternity and prescription records regarding medications obtained/taken in the first trimester, but no evidence of differences between cases and controls that would indicate substantial recall bias. Although there was high concordance between self-report and maternity records regarding folic acid supplementation, cases had significantly lower concordance than controls. Conclusions Our results suggest hybrid data collection approaches are a useful way forward for aetiological studies to reduce responder burden and address and estimate recall bias, and that the Baby Hearts study protocol is suitable for replication in other populations, modified to the local context.
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Affiliation(s)
- N McCullough
- Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | - H Dolk
- Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | - M Loane
- Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | - B M Lagan
- Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | - F Casey
- Paediatric Cardiology Department, Royal Belfast Hospital for Sick Children, Belfast, UK
| | - B Craig
- Paediatric Cardiology Department, Royal Belfast Hospital for Sick Children, Belfast, UK
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Cavadino A, Prieto‐Merino D, Morris JK. Identifying signals of potentially harmful medications in pregnancy: use of the double false discovery rate method to adjust for multiple testing. Br J Clin Pharmacol 2019; 85:356-365. [PMID: 30350871 PMCID: PMC6339985 DOI: 10.1111/bcp.13799] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 09/26/2018] [Accepted: 10/11/2018] [Indexed: 11/29/2022] Open
Abstract
AIMS Surveillance of medication use in pregnancy is essential to identify associations between first trimester medications and congenital anomalies (CAs). Medications in the same Anatomical Therapeutic Chemical classes may have similar effects. We aimed to use this information to improve the detection of potential teratogens in CA surveillance data. METHODS Data on 15 058 malformed fetuses with first trimester medication exposures from 1995-2011 were available from EUROmediCAT, a network of European CA registries. For each medication-CA combination, the proportion of the CA in fetuses with the medication was compared to the proportion of the CA in all other fetuses in the dataset. The Australian classification system was used to identify high-risk medications in order to compare two methods of controlling the false discovery rate (FDR): a single FDR applied across all combinations, and a double FDR incorporating groupings of medications. RESULTS There were 28 765 potential combinations (523 medications × 55 CAs) for analysis. An FDR cut-off of 50% resulted in a reasonable effective workload, for which single FDR gave rise to eight medication signals (three high-risk medications) and double FDR 50% identified 16 signals (six high-risk). Over a range of FDR cut-offs, double FDR identified more high-risk medications as signals, for comparable effective workloads. CONCLUSIONS The double FDR method appears to improve the detection of potential teratogens in comparison to the single FDR, while maintaining a low risk of false positives. Use of double FDR is recommended in routine signal detection analyses of CA data.
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Affiliation(s)
- Alana Cavadino
- Wolfson Institute of Preventive MedicineQueen Mary University of LondonUK
- Section of Epidemiology and Biostatistics, School of Population HealthUniversity of AucklandNew Zealand
| | - David Prieto‐Merino
- Department of Medical StatisticsLondon School of Hygiene and Tropical MedicineLondonUK
- Applied Statistics in Medical Research GroupCatholic University of Murcia (UCAM)Spain
| | - Joan K. Morris
- Wolfson Institute of Preventive MedicineQueen Mary University of LondonUK
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Mone F, Mulcahy C, McParland P, Breathnach F, Downey P, McCormack D, Culliton M, Stanton A, Cody F, Morrison JJ, Daly S, Higgins J, Cotter A, Hunter A, Tully EC, Dicker P, Alfirevic Z, Malone FD, McAuliffe FM. Trial of feasibility and acceptability of routine low-dose aspirin versus Early Screening Test indicated aspirin for pre-eclampsia prevention ( TEST study): a multicentre randomised controlled trial. BMJ Open 2018; 8:e022056. [PMID: 30056389 PMCID: PMC6067363 DOI: 10.1136/bmjopen-2018-022056] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE Evaluate the feasibility and acceptability of routine aspirin in low-risk women, compared with screening-test indicated aspirin for the prevention of pre-eclampsia and fetal growth restriction. DESIGN Multicentre open-label feasibility randomised controlled trial. SETTING Two tertiary maternity hospitals in Dublin, Ireland. PARTICIPANTS 546 low-risk nulliparous women completed the study. INTERVENTIONS Women underwent computerised randomisation to: Group 1-routine aspirin 75 mg from 11 until 36 weeks; Group 2-no aspirin and; Group 3-aspirin based on the Fetal Medicine Foundation screening test. PRIMARY AND SECONDARY OUTCOME MEASURES: (1) Proportion agreeing to participate; (2) compliance with protocol; (3) proportion where first trimester uterine artery Doppler was obtainable and; (4) time taken to issue a screening result. Secondary outcomes included rates of pre-eclampsia and small-for-gestational-age fetuses. RESULTS 546 were included in the routine aspirin (n=179), no aspirin (n=183) and screen and treat (n=184) groups. 546 of 1054 were approached (51.8%) and enrolled. Average aspirin adherence was 90%. The uterine artery Doppler was obtained in 98.4% (181/184) and the average time to obtain a screening result was 7.6 (0-26) days. Of those taking aspirin, vaginal spotting was greater; n=29 (15.1%), non-aspirin n=28 (7.9%), OR 2.1 (95% CI 1.2 to 3.6). Postpartum haemorrhage >500 mL was also greater; aspirin n=26 (13.5%), no aspirin n=20 (5.6%), OR 2.6 (95% CI 1.4 to 4.8). CONCLUSION Low-risk nulliparous women are open to taking aspirin in pregnancy and had high levels of adherence. Aspirin use was associated with greater rates of vaginal bleeding. An appropriately powered randomised controlled trial is now required to address the efficacy and safety of universal low-dose aspirin in low-risk pregnancy compared with a screening approach. TRIAL REGISTRATION NUMBER ISRCTN (15191778); Post-results.
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Affiliation(s)
- Fionnuala Mone
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Cecilia Mulcahy
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Peter McParland
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Fionnuala Breathnach
- Department of Obstetrics and Gynaecology, Royal College of Surgeons in Ireland, Rotunda Hospital, Dublin, Ireland
| | - Paul Downey
- Department of Pathology and Laboratory Medicine, National Maternity Hospital, Dublin, Ireland
| | - Dorothy McCormack
- Department of Pharmacy, National Maternity Hospital, Dublin, Ireland
| | - Marie Culliton
- Department of Pathology and Laboratory Medicine, National Maternity Hospital, Dublin, Ireland
| | - Alice Stanton
- Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Fiona Cody
- Department of Obstetrics and Gynaecology, Royal College of Surgeons in Ireland, Rotunda Hospital, Dublin, Ireland
| | - John J Morrison
- Department of Obstetrics and Gynaecology, National University of Ireland, Galway, Ireland
| | - Sean Daly
- Department of Obstetrics and Gynaecology, Coombe Women's and Infant's University Hospital, Dublin, Ireland
| | - John Higgins
- Department of Obstetrics and Gynaecology, University College Cork, Cork, Ireland
| | - Amanda Cotter
- Department of Obstetrics and Gynaecology, Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | | | - Elizabeth C Tully
- Department of Obstetrics and Gynaecology, Royal College of Surgeons in Ireland, Rotunda Hospital, Dublin, Ireland
| | - Patrick Dicker
- Department of Obstetrics and Gynaecology, Royal College of Surgeons in Ireland, Rotunda Hospital, Dublin, Ireland
| | - Zarko Alfirevic
- Department of Women's and Children's Health, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Fergal D Malone
- Department of Obstetrics and Gynaecology, Royal College of Surgeons in Ireland, Rotunda Hospital, Dublin, Ireland
| | - Fionnuala M McAuliffe
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
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Navaro M, Vezzosi L, Santagati G, Angelillo IF. Knowledge, attitudes, and practice regarding medication use in pregnant women in Southern Italy. PLoS One 2018; 13:e0198618. [PMID: 29920515 PMCID: PMC6007931 DOI: 10.1371/journal.pone.0198618] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 05/22/2018] [Indexed: 12/31/2022] Open
Abstract
The study assessed knowledge, attitudes, and medication use of a random sample of pregnant women attending outpatient Gynecology and Obstetrics clinics at randomly selected public General and Teaching hospitals in Naples, Italy. A total of 503 women participated. Those more likely to know that a pregnant woman with chronic condition must discuss whether or not to take a medication with the physician were Italian, aged 31-40 years, employed, with no history of abortion, having had a medical problem within the previous year, with a better self-perceived health status, who knew how to use medications during pregnancy, and who needed information on medications. The knowledge of the potential risk of using non-prescribed medications during pregnancy was significantly higher in employed women, who received information from physicians, who knew how to use medications during pregnancy, and who knew the possible damages related to medications use. More than half had used at least one medication. Those aged 26-35 years, Italian, non-graduated, in the third trimester, having had a medical problem within the previous year, with a risky pregnancy, and with a knowledge that women with chronic condition must discuss whether or not to take a medication with the physician were more likely to use medication. Less than half had used medication without a physician's advice. Those who were more likely to self-medicate were older, Italian, multiparous, with no history of abortion, who knew that women with chronic condition must discuss whether or not to take a medication with the physician, who did not know the potential risk of using non-prescribed medication during pregnancy, who had used prescribed medication during pregnancy, and who needed information about medications. Educational programs for women about medication use are important to increase their knowledge of the potential risks to the pregnant women and the unborn child in order to reduce self-medication.
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Affiliation(s)
- Monica Navaro
- Department of Experimental Medicine of the University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Luigi Vezzosi
- Department of Experimental Medicine of the University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Gabriella Santagati
- Department of Experimental Medicine of the University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Italo Francesco Angelillo
- Department of Experimental Medicine of the University of Campania “Luigi Vanvitelli”, Naples, Italy
- * E-mail:
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Demailly R, Escolano S, Quantin C, Tubert-Bitter P, Ahmed I. Prescription drug use during pregnancy in France: a study from the national health insurance permanent sample. Pharmacoepidemiol Drug Saf 2017; 26:1126-1134. [PMID: 28758270 DOI: 10.1002/pds.4265] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 05/16/2017] [Accepted: 06/15/2017] [Indexed: 11/08/2022]
Abstract
PURPOSE To provide an up-to-date account of drug prescription during pregnancy in France from 2011 to 2014 using the permanent sample of the French national computerized healthcare database and with a focus on recommended supplementations, fetotoxic drugs and teratogenic drugs. METHODS All pregnancies identified by the International Classification of Diseases, 10th Revision codes list in the hospitalization database, lasting more than 9 weeks of amenorrhea and whose delivery occurred between 01/01/2011 and 12/31/2014, were included. Drugs delivered between the trimester before and until the end of the pregnancy were included. Drug exposure prevalence was calculated for each year and according to pregnancy trimesters. RESULTS The study included 28,491 pregnancies with a median number of 9 [5-13] (median [IQ range]) drugs delivered. The most prescribed drug class was antianemia (in 72.5% of exposed). The prescription rate of recommended vitamins (B9 and D) increased over the study period (+10%). Influenza vaccination also increased but remained at a low rate (1%). Exposure to fetotoxic drugs decreased as pregnancy advanced. Exposure to the main teratogenic antiepileptics was stable over the study period. Low-income pregnant women had a higher average drug consumption except for recommended vitamins. CONCLUSION Pregnant French women are among the largest consumers of prescription medications worldwide. Overall, the dispensation trends observed in this study are in line with the recommendations of the French National College of Gynecologists and Obstetricians. Nevertheless, while being low, exposure to fetotoxic drugs, teratogenic drugs or those under safety alerts still occurred. Supplementations and vaccines in low-income pregnant women should also be increased.
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Affiliation(s)
- Romain Demailly
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Villejuif, France.,Lille Catholic Hospitals, Obstetric Department, Lille Catholic University, Lille, France
| | - Sylvie Escolano
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Villejuif, France
| | - Catherine Quantin
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Villejuif, France.,Service de Biostatistique et d'Informatique Médicale (DIM), University Hospital of Dijon, Université de Bourgogne, Dijon, France
| | - Pascale Tubert-Bitter
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Villejuif, France
| | - Ismaïl Ahmed
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Villejuif, France
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19
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Andrade SE, Bérard A, Nordeng HME, Wood ME, van Gelder MMHJ, Toh S. Administrative Claims Data Versus Augmented Pregnancy Data for the Study of Pharmaceutical Treatments in Pregnancy. CURR EPIDEMIOL REP 2017; 4:106-116. [PMID: 29399433 PMCID: PMC5780544 DOI: 10.1007/s40471-017-0104-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Purpose of Review Administrative claims databases, which collect reimbursement-related information generated from healthcare encounters, are increasingly used to evaluate medication safety in pregnancy. We reviewed the strengths and limitations of claims-only databases and how other data sources may be used to improve the accuracy and completeness of information critical for studying medication safety in pregnancy. Recent Findings Research on medication safety in pregnancy requires information on pregnancy episodes, mother-infant linkage, medication exposure, gestational age, maternal and birth outcomes, confounding factors, and (in some studies) long-term follow-up data. Claims data reliably identifies live births and possibly other pregnancies. It allows mother-infant linkage and has prospectively collected prescription medication information. Its diagnosis and procedure information allows estimation of gestational age. It captures maternal medical conditions but generally has incomplete data on reproductive and lifestyle factors. It has information on certain, typically short-term maternal and infant outcomes that may require chart review confirmation. Other data sources including electronic health records and birth registries can augment claims data or be analyzed alone. Interviews, surveys, or biological samples provide additional information. Nationwide and regional birth and pregnancy registries, such as those in several European and North American countries, generally contain more complete information essential for pregnancy research compared to claims-only databases. Summary Claims data offers several advantages in medication safety in pregnancy research. Its limitations can be partially addressed by linking it with other data sources or supplementing with primary data collection. Rigorous assessment of data quality and completeness is recommended regardless of data sources.
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Affiliation(s)
- Susan E Andrade
- 1Meyers Primary Care Institute, Fallon Community Health Plan, Reliant Medical Group, University of Massachusetts Medical School, 425 North Lake Avenue, Worcester, MA 01605 USA
| | - Anick Bérard
- 2Faculty of Pharmacy, and CHU Ste-Justine Research Center, University of Montreal, 3175 Côte-Ste-Catherine, Montreal, QC H3T 1C5 Canada
| | - Hedvig M E Nordeng
- 3Pharmacoepidemiology and Drug Safety Research Group, School of Pharmacy, PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, P.O. Box 1068, Blindern, 0316 Oslo, Norway.,4Department of Child Health, Norwegian Institute of Public Health, P.O. Box 4404 Nydalen, 0403 Oslo, Norway
| | - Mollie E Wood
- 3Pharmacoepidemiology and Drug Safety Research Group, School of Pharmacy, PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, P.O. Box 1068, Blindern, 0316 Oslo, Norway
| | - Marleen M H J van Gelder
- 5Department for Health Evidence, Radboud Institute for Health Sciences, Radboud University Medical Center, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands.,6Radboud REshape Innovation Center, Radboud University Medical Center, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Sengwee Toh
- 7Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215 USA
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20
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Mone F, Mulcahy C, McParland P, McAuliffe FM. Should we recommend universal aspirin for all pregnant women? Am J Obstet Gynecol 2017; 216:141.e1-141.e5. [PMID: 27659212 DOI: 10.1016/j.ajog.2016.09.086] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 08/25/2016] [Accepted: 09/13/2016] [Indexed: 11/28/2022]
Abstract
Low-dose aspirin has been demonstrated to reduce the incidence of preeclampsia and fetal growth restriction in at-risk populations. Its role in low-risk populations is as yet unknown. Novel preeclampsia screening tests are emerging that can predict the risk of the development of preeclampsia from as early as 11 weeks of gestation. It may be more efficacious, acceptable, and cost-effective to prescribe low-dose aspirin to all pregnant women from the first trimester as opposed to performing a screening test in the first instance. There is variation in opinion: the American College of Obstetricians and Gynecologists suggests the use of aspirin only in women who are at risk of preeclampsia, based on patient history; the National Institute for Health and Clinical Excellence, UK, and the US Preventative Services Task Force recommend the use of low-dose aspirin if there is 1 major or 2 moderate risk factors. This point-counterpoint discussion shall address (1) controversies regarding the real impact of low-dose aspirin; (2) controversies in the actual guidelines among the different national societies; (3) controversies regarding emerging preeclampsia screening tests in terms of cost-effectiveness and efficacy, and (4) points in favor of the provision of universal vs screened-positive women.
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Affiliation(s)
- Fionnuala Mone
- Department of Fetal Medicine, National Maternity Hospital, Dublin, Ireland
| | - Cecilia Mulcahy
- Department of Fetal Medicine, National Maternity Hospital, Dublin, Ireland
| | - Peter McParland
- Department of Fetal Medicine, National Maternity Hospital, Dublin, Ireland; UCD Obstetrics and Gynaecology, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Fionnuala M McAuliffe
- Department of Fetal Medicine, National Maternity Hospital, Dublin, Ireland; UCD Obstetrics and Gynaecology, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland.
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21
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Sundermann AC, Hartmann KE, Jones SH, Torstenson ES, Velez Edwards DR. Validation of maternal recall of early pregnancy medication exposure using prospective diary data. Ann Epidemiol 2016; 27:135-139.e2. [PMID: 28012836 DOI: 10.1016/j.annepidem.2016.11.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 11/05/2016] [Accepted: 11/30/2016] [Indexed: 11/19/2022]
Abstract
PURPOSE Data about maternal recall accuracy for classifying early pregnancy medication exposure are meager. Nonetheless, studies often rely on recall to evaluate potential impact of pharmaceuticals on the developing fetus. METHODS Right from the Start is a community-based pregnancy cohort that enrolled women from North Carolina, Tennessee, and Texas. A subset of 318 women participated in daily medication diaries initiated before conception (2006-2012). We examined nonsteroidal anti-inflammatory drugs (NSAIDs) as an example of a drug type that is difficult to study due to its intermittent and primarily over-the-counter use as well as its incomplete documentation in medical and pharmaceutical records. Selective serotonin reuptake inhibitors (SSRI) were assessed as a prescription medication comparator. Maternal recall of NSAID and SSRI use in early pregnancy was examined by comparing diary data (gold standard) to first-trimester interview. RESULTS Sensitivity and specificity for recall of NSAID exposure were 78.6% and 62.3%, respectively (kappa statistic: 0.41), with 72.3% agreement for exposure classification. Sensitivity and specificity for recall of SSRI exposure were 77.8% and 99.0%, respectively (kappa statistic: 0.79), with 97.8% agreement. CONCLUSIONS Our findings suggest the validity of maternal recall varies with medication type and prospective data collection should be prioritized when studying early pregnancy drug exposures.
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Affiliation(s)
- Alexandra C Sundermann
- Vanderbilt Epidemiology Center, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN
| | - Katherine E Hartmann
- Vanderbilt Epidemiology Center, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN; Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN
| | - Sarah H Jones
- Vanderbilt Epidemiology Center, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN
| | - Eric S Torstenson
- Vanderbilt Epidemiology Center, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN
| | - Digna R Velez Edwards
- Vanderbilt Epidemiology Center, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN; Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN.
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22
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Improving Information on Maternal Medication Use by Linking Prescription Data to Congenital Anomaly Registers: A EUROmediCAT Study. Drug Saf 2016; 38:1083-93. [PMID: 26153398 PMCID: PMC4608981 DOI: 10.1007/s40264-015-0321-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Introduction Research on associations between medication use during pregnancy and congenital anomalies is significative for assessing the safe use of a medicine in pregnancy. Congenital anomaly (CA) registries do not have optimal information on medicine exposure, in contrast to prescription databases. Linkage of prescription databases to the CA registries is a potentially effective method of obtaining accurate information on medicine use in pregnancies and the risk of congenital anomalies. Methods We linked data from primary care and prescription databases to five European Surveillance of Congenital Anomalies (EUROCAT) CA registries. The linkage was evaluated by looking at linkage rate, characteristics of linked and non-linked cases, first trimester exposure rates for six groups of medicines according to the prescription data and information on medication use registered in the CA databases, and agreement of exposure. Results Of the 52,619 cases registered in the CA databases, 26,552 could be linked. The linkage rate varied between registries over time and by type of birth. The first trimester exposure rates and the agreements between the databases varied for the different medicine groups. Information on anti-epileptic drugs and insulins and analogue medicine use recorded by CA registries was of good quality. For selective serotonin reuptake inhibitors, anti-asthmatics, antibacterials for systemic use, and gonadotropins and other ovulation stimulants, the recorded information was less complete. Conclusion Linkage of primary care or prescription databases to CA registries improved the quality of information on maternal use of medicines in pregnancy, especially for medicine groups that are less fully registered in CA registries.
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23
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Luteijn JM, Morris JK, Garne E, Given J, de Jong-van den Berg L, Addor MC, Bakker M, Barisic I, Gatt M, Klungsoyr K, Latos-Bielenska A, Lelong N, Nelen V, Neville A, O'Mahony M, Pierini A, Tucker D, de Walle H, Wiesel A, Loane M, Dolk H. EUROmediCAT signal detection: a systematic method for identifying potential teratogenic medication. Br J Clin Pharmacol 2016; 82:1110-22. [PMID: 27353147 DOI: 10.1111/bcp.13056] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2016] [Revised: 05/19/2016] [Accepted: 06/18/2016] [Indexed: 12/19/2022] Open
Abstract
AIMS Information about medication safety in pregnancy is inadequate. We aimed to develop a signal detection methodology to routinely identify unusual associations between medications and congenital anomalies using data collected by 15 European congenital anomaly registries. METHODS EUROmediCAT database data for 14 950 malformed foetuses/babies with first trimester medication exposures in 1995-2011 were analyzed. The odds of a specific medication exposure (coded according to chemical substance or subgroup) for a specific anomaly were compared with the odds of that exposure for all other anomalies for 40 385 medication anomaly combinations in the data. Simes multiple testing procedure with a 50% false discovery rate (FDR) identified associations least likely to be due to chance and those associations with more than two cases with the exposure and the anomaly were selected for further investigation. The methodology was evaluated by considering the detection of well-known teratogens. RESULTS The most common exposures were genitourinary system medications and sex hormones (35.2%), nervous system medications (28.0%) and anti-infectives for systemic use (25.7%). Fifty-two specific medication anomaly associations were identified. After discarding 10 overlapping and three protective associations, 39 associations were selected for further investigation. These associations included 16 which concerned well established teratogens, valproic acid (2) and maternal diabetes represented by use of insulin (14). CONCLUSIONS Medication exposure data in the EUROmediCAT central database can be analyzed systematically to determine a manageable set of associations for validation and then testing in independent datasets. Detection of teratogens depends on frequency of exposure, level of risk and teratogenic specificity.
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Affiliation(s)
- Johannes M Luteijn
- Wolfson Institute of Preventive Medicine, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joan K Morris
- Wolfson Institute of Preventive Medicine, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
| | - Ester Garne
- Paediatric Department, Hospital Lillebaelt, Kolding, Denmark
| | - Joanne Given
- Centre for Maternal, Fetal and Infant Research, Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | | | | | - Marian Bakker
- University Medical Centre of Groningen, Groningen, The Netherlands
| | - Ingeborg Barisic
- Department of Medical Genetics and Reproductive Health, Children's Hospital Zagreb, Medical School University of Zagreb, Zagreb, Croatia
| | - Miriam Gatt
- Department of Health Information and Research, Guardamangia, Malta
| | - Kari Klungsoyr
- Medical Birth Registry of Norway, The Norwegian Institute of Public Health and Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Anna Latos-Bielenska
- Department of Medical Genetics, Poznan University of Medical Sciences, Poznan, Poland
| | - Nathalie Lelong
- Center for biostatistics and epidemiology, INSERM U1153, Paris, France
| | - Vera Nelen
- Provinciaal Instituut voor Hygiene (PIH), Antwerp, Belgium
| | - Amanda Neville
- IMER Registry (Emila Romagna Registry of Birth Defects), Center for Clinical and Epidemiological Research University of Ferrara and Azienda Ospedaliero- Universitaria di Ferrara, Ferrara, Italy
| | - Mary O'Mahony
- Public Health Medicine, Health Service Executive, Cork, Ireland
| | - Anna Pierini
- National Research Council (IFC-CNR), Institute of Clinical Pharmacology, Pisa, Italy
| | - David Tucker
- Congenital Anomaly Register and Information Service for Wales, Public Health Wales, Swansea, UK
| | - Hermien de Walle
- Department of Genetics, EUROCAT Northern Netherlands, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Awi Wiesel
- Mainz Model Birth Registry, University Children's Hospital Mainz, Germany
| | - Maria Loane
- Centre for Maternal, Fetal and Infant Research, Institute of Nursing and Health Research, Ulster University, Newtownabbey
| | - Helen Dolk
- Centre for Maternal, Fetal and Infant Research, Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
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24
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Hoeke H, Roeder S, Bertsche T, Borte M, von Bergen M, Wissenbach DK. Assessment of maternal drug intake by urinary bio monitoring during pregnancy and postpartally until the third perinatal year. Pharmacoepidemiol Drug Saf 2015; 25:431-7. [DOI: 10.1002/pds.3943] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 11/16/2015] [Accepted: 11/23/2015] [Indexed: 11/07/2022]
Affiliation(s)
- Henrike Hoeke
- Department of Pharmaceutical and Medicinal Chemistry; Institute of Pharmacy, University of Leipzig; Leipzig Germany
- Department of Metabolomics; Helmholtz Centre for Environmental Research -UFZ; Leipzig Germany
| | - Stefan Roeder
- Department of Environmental Immunology; Helmholtz Centre for Environmental Research-UFZ; Leipzig Germany
| | - Thilo Bertsche
- Department of Clinical Pharmacy; Institute of Pharmacy, University of Leipzig; Leipzig Germany
- Drug Safety Center, University Hospital Leipzig and University of Leipzig; Leipzig Germany
| | - Michael Borte
- Children's Hospital, Municipal Hospital St. Georg Leipzig, affiliated to the University of Leipzig; Leipzig Germany
| | - Martin von Bergen
- Department of Metabolomics; Helmholtz Centre for Environmental Research -UFZ; Leipzig Germany
- Department of Biotechnology, Chemistry and Environmental Engineering; Aalborg University; Aalborg Denmark
| | - Dirk K. Wissenbach
- Children's Hospital, Municipal Hospital St. Georg Leipzig, affiliated to the University of Leipzig; Leipzig Germany
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