<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1469552</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1469552</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Trends of antiseizure medication utilization among pregnant people in four Canadian provinces from 1998 to 2023; a study from the Canadian mother-child cohort active surveillance initiative (CAMCCO)</article-title>
<alt-title alt-title-type="left-running-head">Peymani et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1469552">10.3389/fphar.2024.1469552</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Peymani</surname>
<given-names>Payam</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2884135/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Berard</surname>
<given-names>Anick</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/19959/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Winquist</surname>
<given-names>Brandace</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kaul</surname>
<given-names>Padma</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sheehy</surname>
<given-names>Odile</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1440356/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lavu</surname>
<given-names>Alekhya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1669272/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leong</surname>
<given-names>Christine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1700274/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Falk</surname>
<given-names>Jamie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Delaney</surname>
<given-names>Joseph A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2636377/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kowalec</surname>
<given-names>Kaarina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1559064/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ng</surname>
<given-names>Marcus</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/869655/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruth</surname>
<given-names>Chelsea</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1696299/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aboulatta</surname>
<given-names>Laila</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alessi-Severini</surname>
<given-names>Silvia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1314224/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dragan</surname>
<given-names>Roxana</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2860384/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Derksen</surname>
<given-names>Shelley</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barrett</surname>
<given-names>Olesya</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2850810/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shams</surname>
<given-names>Golnaz</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2800450/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Eltonsy</surname>
<given-names>Sherif</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1312912/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Pharmacy</institution>, <institution>Rady Faculty of Health Sciences</institution>, <institution>University of Manitoba</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Center</institution>, <institution>CHU Sainte-Justine</institution>, <addr-line>Montreal</addr-line>, <addr-line>QC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Pharmacy</institution>, <institution>University of Montreal</institution>, <addr-line>Montreal</addr-line>, <addr-line>QC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Medicine</institution>, <institution>University of Saskatchewan</institution>, <addr-line>Saskatoon</addr-line>, <addr-line>SK</addr-line>, <country>Canada</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Faculty of Medicine and Dentistry</institution>, <institution>University of Alberta</institution>, <addr-line>Edmonton</addr-line>, <addr-line>AB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Canadian VIGOUR Center</institution>, <institution>University of Alberta</institution>, <addr-line>Edmonton</addr-line>, <addr-line>AB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Psychiatry</institution>, <institution>College of Medicine</institution>, <institution>Rady Faculty of Health Sciences</institution>, <institution>University of Manitoba</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Departments of Medicine and Epidemiology</institution>, <institution>University of Washington</institution>, <addr-line>Seattle</addr-line>, <addr-line>WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Department of Medical Epidemiology and Biostatistics</institution>, <institution>Karolinska Institutet</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Section of Neurology</institution>, <institution>Max Rady College of Medicine</institution>, <institution>University of Manitoba</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Department of Pediatrics and Child Health</institution>, <institution>Rady Faculty of Health Sciences</institution>, <institution>University of Manitoba</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>Manitoba Centre for Health Policy</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Alberta Health Services</institution>, <addr-line>Edmonton</addr-line>, <addr-line>AB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff14">
<sup>14</sup>
<institution>Pharmaceutical Sciences Research Center</institution>, <institution>Shiraz University of Medical Sciences</institution>, <addr-line>Shiraz</addr-line>, <country>Iran</country>
</aff>
<aff id="aff15">
<sup>15</sup>
<institution>Children&#x2019;s Hospital Research Institute of Manitoba</institution>, <addr-line>Winnipeg</addr-line>, <addr-line>MB</addr-line>, <country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1039890/overview">Mohammed Salahudeen</ext-link>, University of Tasmania, Australia</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2825602/overview">Boulenouar Mesraoua</ext-link>, Weill Cornell Medicine-Qatar, Qatar</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/509418/overview">Kl&#xe1;ra Fekete</ext-link>, University of Debrecen, Hungary</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Sherif Eltonsy, <email>sherif.eltonsy@umanitoba.ca</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1469552</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Peymani, Berard, Winquist, Kaul, Sheehy, Lavu, Leong, Falk, Delaney, Kowalec, Ng, Ruth, Aboulatta, Alessi-Severini, Dragan, Derksen, Barrett, Shams and Eltonsy.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Peymani, Berard, Winquist, Kaul, Sheehy, Lavu, Leong, Falk, Delaney, Kowalec, Ng, Ruth, Aboulatta, Alessi-Severini, Dragan, Derksen, Barrett, Shams and Eltonsy</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Epilepsy management during pregnancy is crucial for both the mother and fetus. The use of antiseizure medications (ASMs) during pregnancy requires careful consideration due to their potential effects on maternal and fetal health.</p>
</sec>
<sec>
<title>Methods</title>
<p>This study analyzed trends in ASMs use among pregnant people in four Canadian provinces over 20&#xa0;years (Manitoba, Saskatchewan, Alberta, and Quebec). Descriptive statistics were utilized to examine the characteristics of the population, with the frequency and patterns of ASM use estimated throughout each trimester. Linear regression models were developed to analyze yearly patterns of ASM utilization for the overall study population, as well as for people with and without epilepsy.</p>
</sec>
<sec>
<title>Results</title>
<p>Among 1,317,141 pregnant individuals across four provinces, 0.7% had epilepsy. Of the total pregnancies, 1.7% (n &#x3d; 22,783) were exposed to ASMs, comprising 4,392 from pregnant people with epilepsy (PPWE) and 18,391 from those without epilepsy (PPWOE). Results demonstrated varying trends in ASM usage between provinces, with an overall increase in usage among people without epilepsy in Manitoba, Saskatchewan, and Alberta. ASM use among PPWOE surged significantly in Manitoba (24.2&#x2013;149.1 per 10,000 pregnant people), Saskatchewan (29.4&#x2013;107.0 per 10,000), and Alberta (65.7&#x2013;241.7 per 10,000) (<italic>p</italic> &#x3c; 0.05). In Alberta, PPWE&#x2019;s ASM exposure also rose, from 23.6 in 2008 to 43.0 per 10,000 pregnant people in 2021, while Quebec witnessed a decrease from 59.2 in 1998 to 45.5 per 10,000 pregnancies in 2015. Analysis of ASM use by trimester illustrated a substantial decline among PPWOE from 365&#xa0;days pre-pregnancy to the third trimester in all provinces. ASM utilization by drug class showcased significant shifts, with second-generation ASMs experiencing a notable rise. Carbamazepine, once prominent, declined, making way for lamotrigine. Regional variations underscore diverse preferences, such as clonazepam&#x2019;s sustained popularity in Manitoba and Quebec.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The study identified increasing trends in ASM use, particularly the increased use of second-generation ASMs, and differences in prescription patterns for pregnant individuals with and without epilepsy. These findings reveal changing ASM use patterns, including increased second-generation ASM use and regional disparities, providing valuable insights into real-world prescription practices.</p>
</sec>
</abstract>
<kwd-group>
<kwd>pregnancy</kwd>
<kwd>antiseizure medications</kwd>
<kwd>epilepsy</kwd>
<kwd>drug utilization</kwd>
<kwd>prescriptions</kwd>
<kwd>monotherapy</kwd>
<kwd>polytherapy</kwd>
<kwd>Canada</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacoepidemiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Epilepsy is one of the most serious neurological conditions, with an estimated prevalence between 0.3% and 0.7% among pregnant people (<xref ref-type="bibr" rid="B11">Houben et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>). Antiseizure medications (ASMs) play a crucial role in achieving seizure control, but their use during pregnancy requires careful consideration due to potential risks and effects on maternal and fetal health. The management of epilepsy during pregnancy requires a delicate balance between minimizing uncontrolled seizures and avoiding potential risks of exposure to ASMs to ensure the safety and wellbeing of both the pregnant person and their developing fetus.</p>
<p>ASMs are required to treat epilepsy (<xref ref-type="bibr" rid="B10">Hochbaum et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>). Pregnant people with epilepsy (PPWE) are advised to continue their ASMs during pregnancy to minimize maternal and newborn adverse outcomes associated with epilepsy including preeclampsia, preterm labor, placental abruption, poor fetal growth, fetal death and maternal mortality (<xref ref-type="bibr" rid="B13">Kulaga et al., 2011</xref>; <xref ref-type="bibr" rid="B21">Margulis et al., 2019</xref>; <xref ref-type="bibr" rid="B24">Singal et al., 2020</xref>). In Canada, results of the study in the province of Qu&#xe9;bec published by <xref ref-type="bibr" rid="B13">Kulaga et al. (2011)</xref> found that 79.6% of PPWE received monotherapy, 5.8% polytherapy, and 14.6% without exposure to ASM (<xref ref-type="bibr" rid="B13">Kulaga et al., 2011</xref>). The goal of treatment with ASMs during pregnancy is to optimize seizure control with medications with the least adverse outcomes to reduce the risk of neurodevelopmental disorders and malformations (<xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>; <xref ref-type="bibr" rid="B4">Cohen et al., 2023</xref>; <xref ref-type="bibr" rid="B27">Vajda et al., 2023</xref>). With the development of newer generation ASMs and the surge in their consumption for off-label use for mood disorders, anxiety disorders, neuropathic and chronic pain, migraine prophylaxis, and movement disorders during pregnancy, there has been an increase in the use of ASMs on a population basis, including among PPWE (<xref ref-type="bibr" rid="B22">Meador et al., 2018</xref>; <xref ref-type="bibr" rid="B1">Alsfouk et al., 2022</xref>). A study published in CMAJ in 2016 found that 40% of pregnancies in Canada were unplanned, indicating that these pregnancies may inadvertently be exposed to these medications (<xref ref-type="bibr" rid="B10">Hochbaum et al., 2022</xref>; <xref ref-type="bibr" rid="B4">Cohen et al., 2023</xref>; <xref ref-type="bibr" rid="B27">Vajda et al., 2023</xref>).</p>
<p>Studies of ASM prescribing in pregnant people have documented reduced prescribing of old-generation ASMs (<xref ref-type="bibr" rid="B14">Lavu et al., 2023a</xref>), with concurrent increases in the prescribing of the new generation ASMs (<xref ref-type="bibr" rid="B5">Cohen et al., 2020</xref>; <xref ref-type="bibr" rid="B1">Alsfouk et al., 2022</xref>; <xref ref-type="bibr" rid="B10">Hochbaum et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>). The studies demonstrate a significant shift from poly to monotherapy and from the old generation and older ASMs to the newer ASMs in PPWE (<xref ref-type="bibr" rid="B12">Kinney et al., 2018</xref>; <xref ref-type="bibr" rid="B22">Meador et al., 2018</xref>; <xref ref-type="bibr" rid="B1">Alsfouk et al., 2022</xref>; <xref ref-type="bibr" rid="B10">Hochbaum et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>).</p>
<p>Previously, using data from Manitoba, we showed a significant rise in ASM use among pregnant people without epilepsy (PPWOE) and a reduction in old ASMs generation (including valproic acid and carbamazepine) use followed by a rise in new generation ASMs (including levetiracetam and lamotrigine) use (<xref ref-type="bibr" rid="B23">Shouman et al., 2022</xref>). However, there have been limited population-based studies describing the use of ASMs in pregnant people across other Canadian provinces, particularly for newer agents. Recent long-term real-world data on ASMs utilization are lacking. Data on medication use patterns, alongside data on treatment effectiveness and safety in PPWE, can inform the development of evidence-based clinical practice guidelines. This will help healthcare professionals make informed decisions about prescribing medications for epilepsy in this population. (<xref ref-type="bibr" rid="B13">Kulaga et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Yeh et al., 2017</xref>; <xref ref-type="bibr" rid="B12">Kinney et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Margulis et al., 2019</xref>; <xref ref-type="bibr" rid="B24">Singal et al., 2020</xref>).</p>
<p>This study aimed to analyze the long-term trends of the utilization of ASMs in large cohorts of pregnant people from four Canadian provinces (Manitoba, Saskatchewan, Alberta, and Quebec) over 20&#xa0;years (1998&#x2013;2023) with special consideration for ASMs used throughout pregnancy, each trimester, and different generations of ASMs.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Study setting and databases</title>
<p>This retrospective population-based cohort study utilized data from the Canadian Mother-Child Cohort (CAMCCO) (<ext-link ext-link-type="uri" xlink:href="http://www.motherchildcohort.ca/">http://www.motherchildcohort.ca/</ext-link>) to investigate trends in ASM prescription among all pregnant individuals (<xref ref-type="bibr" rid="B2">B&#xe9;rard et al., 2022</xref>). More specifically, the study cohort consisted of four harmonized pregnancy cohorts from Manitoba (University of Manitoba, Manitoba Center for Health Policy); Alberta (University of Alberta); Saskatchewan (University of Saskatchewan, Saskatchewan Health Quality Council), and Quebec (University of Montreal, CHU Ste-Justine) (<xref ref-type="bibr" rid="B2">B&#xe9;rard et al., 2022</xref>). These four cohorts were built with the linkage of large provincial databases that included physician visits, hospital, medications, and sociodemographic real-world data and allowed us to conduct longitudinal follow-up and comprise detailed information on medication exposure. A detailed breakdown of data sources by province, including their start dates and any variations in data collection methods, can be found in the CAMCCO paper (<xref ref-type="bibr" rid="B2">B&#xe9;rard et al., 2022</xref>).</p>
<p>The medical service databases include detailed information on maternal age, welfare status, place of residence (urban vs. rural); and all medical services such as medical and emergency visits history, hospital admissions, diagnoses, and procedures done by physicians and nurse practitioners using the International Classification of Diseases (ICD-9 and ICD-10) (<xref ref-type="bibr" rid="B2">B&#xe9;rard et al., 2022</xref>). Furthermore, medical databases contain information that allows for the calculation of age and geographic location (urban vs. rural).</p>
<p>The prescription drug databases use Anatomical Therapeutic Chemical (ATC) classification and include prescriptions filled for the entire population, including drug name, quantity, dosage, duration of the prescription and dispensation date, except for the Quebec province, where drug data is limited to individuals covered by a public drug insurance plan. Unprescribed and unfilled medication OTC (over the counter) medications) or in-hospital medications were not available. Databases details, CAMMCO infrastructure, and Linkage procedures within each province can be found in the CAMCCO paper (<xref ref-type="bibr" rid="B2">B&#xe9;rard et al., 2022</xref>) The validity of the prescription drug file&#x2019;s data for capturing medication exposure has been confirmed at the Quebec site through highly positive predictive value (PPV) and negative predictive value (NPV). This indicates the data&#x2019;s reliability in reflecting true medication use within this large database (<xref ref-type="bibr" rid="B30">Zhao et al., 2017</xref>).</p>
<p>The hospitalization databases (Discharge Abstract Database and National Ambulatory Care Reporting System) include all acute care hospitalizations, day surgery, outpatient and emergency visits.</p>
<p>Birth databases, which vary by province, provide demographic details about individuals, including information such as maternal marital status, birth weight of baby, and gestational age for live births and stillbirths. In Saskatchewan, birth information is obtained from delivery abstracts for in-hospital births, as access to Vital Statistics Birth Certificate data is not available. This approach captures data for approximately 99% of births in the province, given the high in-hospital birth rate. These vital data sources have been cross-referenced with medical charts and determined to be both complete and reliable for Manitoba, Quebec, and Saskatchewan (<xref ref-type="bibr" rid="B30">Zhao et al., 2017</xref>). In Alberta, pregnancy cohort is built using abstracted hospital records and perinatal health program data that includes both in-hospital and out-of-hospital births. Birth records are cross-referenced with Vital Statistics Birth data and provincial healthcare insurance plan registry.</p>
</sec>
<sec id="s2-2">
<title>2.2 Study population</title>
<p>We captured all diagnosed pregnancies for people living in Manitoba (1998&#x2013;2021), Alberta (2008&#x2013;2021), Saskatchewan (1998&#x2013;2023) and Quebec (1998&#x2013;2015) where the cohort only covers pregnant people insured by the public medication insurance, and thus included data from approximately 30% of Quebec pregnant people. Women are followed from the beginning of pregnancy, defined as the first day of the last menstrual period, until the end of pregnancy (planned or spontaneous abortion, or delivery). The end of pregnancy is determined using data on gestational age, validated against patient charts. Pregnant individuals are identified in the databases through prenatal visits or pregnancy-related procedures such as ultrasounds or amniocentesis. A person was considered to have epilepsy if they have one (or more) hospitalizations or physician billing visits for epilepsy (ICD-9 &#x3d; 345 and ICD-10-CA &#x3d; G40/G41) during the 5&#xa0;years prior to delivery (except for Qc site, during the 1&#xa0;year prior) (<xref ref-type="bibr" rid="B8">Fisher et al., 2014</xref>; <xref ref-type="bibr" rid="B26">Tu et al., 2014</xref>; <xref ref-type="bibr" rid="B17">Leong et al., 2016</xref>). Pregnancies ending before 1 January 1998, with deliveries that did not result in a live or stillbirth, pregnancies that were completed before 20 weeks of gestation, were exposed to proven teratogenic medication (<xref ref-type="bibr" rid="B7">Eltonsy et al., 2016</xref>), or did not have health insurance coverage 5&#xa0;years before, were excluded from the study population. Four cohorts of pregnant people were generated: (1) exposed pregnant people with epilepsy, (2) exposed pregnant people without epilepsy, (3) unexposed pregnant people with epilepsy, and (4) unexposed pregnant people without epilepsy. We used postal codes from the Canada Census to distinguish urban from rural regions, and census data for income quintiles based on ranges of mean household income and grouped into five categories with each quintile assigned to approximately 20% of the population.</p>
</sec>
<sec id="s2-3">
<title>2.3 Antiseizure medications use</title>
<p>ASM utilization was identified using the ATC classification (N03A) (<xref ref-type="sec" rid="s13">Supplementary Table S1</xref>). Exposure to an ASM regimen during pregnancy was classified as first trimester, second trimester, third trimester, and anytime during the pregnancy (<xref ref-type="sec" rid="s13">Supplementary Table S2</xref>). Exposure to an ASM was defined as having at least one prescription within the designated exposure window or a prescription prior to the start of the exposure period, but with a duration that overlaps with the exposure window.</p>
</sec>
<sec id="s2-4">
<title>2.4 Comorbidities definitions</title>
<p>The following comorbidities were included in the descriptive statistics: diabetes, mood and anxiety disorders, personality disorders, pain, schizophrenia, and hypertension were defined according to (ICD-9-CM and ICD-10-CA) and ATC code classification (<xref ref-type="sec" rid="s13">Supplementary Table S3</xref>).</p>
</sec>
<sec id="s2-5">
<title>2.5 Statistical analysis</title>
<p>A standardized and harmonized protocol was implemented, encompassing diagnosis and medication codes, statistical coding, algorithms, and modeling. This protocol facilitated database linkages, follow-up, and the identification of variables such as pregnancy, trimester, medication exposure, and the mother-child link in a consistent manner across all provinces.</p>
<p>Descriptive statistics were utilized to examine the characteristics and comorbidities of people such as mood disorders, diabetes, and hypertension outlined in <xref ref-type="sec" rid="s13">Supplementary Table S3</xref>. The frequency and patterns of ASM usage were estimated throughout pregnancy, including each trimester. An assessment of annual ASM usage trends was conducted for the overall study population, as well as for people with epilepsy and those without epilepsy. Linear regression models were developed to analyze the yearly patterns of ASM utilization, both overall and for specific ASMs, within each group of pregnant people. The analysis spanned data from 1997 to 2023, considering the availability of certain medications starting from 1997, and data is reported as numbers per 10,000 pregnancies. Statistical significance was defined as a <italic>p</italic>-value of &#x2264;0.05. All statistical analyses were performed using SAS software, version 9.4 (SAS Institute Inc., Cary, NC).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<p>The individual prescription patterns for a total of 1,317,141 pregnancies were analyzed including 22.8% (n &#x3d; 299,762) from Manitoba, 18.8% (n &#x3d; 247,387) from Saskatchewan, 40.5% (n &#x3d; 533,235) from Alberta, and 18.0% (n &#x3d; 236,757) from Quebec. In the study population, 0.7% (n &#x3d; 9,865) had epilepsy while 99.3% (n &#x3d; 1,307,276) were PPWOE. Among these pregnancies, 1.7% (n &#x3d; 22,783) were exposed to ASMs during their pregnancy (4,392 from PPWE and 18,391 from PPWOE) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Study flowchart: MB, Manitoba; SK, Saskatchewan; AB, Alberta; QC, Quebec.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g001.tif"/>
</fig>
<p>The characteristics of study cohorts are described in <xref ref-type="table" rid="T1">Table 1</xref>. The mean age of pregnant people at the start of their pregnancy was 28 years. PPWOE who were exposed to ASMs had the highest rate of comorbidities including hypertension, diabetes, mood and anxiety disorders, schizophrenia, and personality disorder in all four provinces, in comparison to other groups. One exception was the greater diagnosis of pain among unexposed PPWE compared to exposed PPWOE in Quebec which were 13.6% and 11.4% (<italic>p</italic> &#x3c; 0.05), respectively.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Characteristics of the study population by group.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left"/>
<th colspan="4" align="center">Manitoba</th>
<th colspan="4" align="center">Saskatchewan</th>
<th colspan="4" align="center">Alberta</th>
<th colspan="4" align="center">Quebec</th>
</tr>
<tr>
<th colspan="2" align="center">Exposed</th>
<th colspan="2" align="center">Unexposed</th>
<th colspan="2" align="center">Exposed</th>
<th colspan="2" align="center">Unexposed</th>
<th colspan="2" align="center">Exposed</th>
<th colspan="2" align="center">Unexposed</th>
<th colspan="2" align="center">Exposed</th>
<th colspan="2" align="center">Unexposed</th>
</tr>
<tr>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
<th align="center">PPWE</th>
<th align="center">PPWOE</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Total, N (%)</td>
<td align="center">886 (0.3)</td>
<td align="center">3,340 (1.1)</td>
<td align="center">1,020 (0.3)</td>
<td align="center">294,516 (98.2)</td>
<td align="center">718 (0.3)</td>
<td align="center">1,969 (0.8)</td>
<td align="center">1,014 (0.4)</td>
<td align="center">243,686 (98.5)</td>
<td align="center">2072 (0.4)</td>
<td align="center">10,591 (2.0)</td>
<td align="center">2,923 (0.5)</td>
<td align="center">517,649 (97.1)</td>
<td align="center">716 (0.3)</td>
<td align="center">2,491 (1.1)</td>
<td align="center">516 (0.2)</td>
<td align="center">233,034 (98.4)</td>
</tr>
<tr>
<td align="left">Mean age Pregnant Person</td>
<td align="center">28.1</td>
<td align="center">29.5</td>
<td align="center">26.7</td>
<td align="center">28.1</td>
<td align="center">27.4</td>
<td align="center">28.7</td>
<td align="center">25.2</td>
<td align="center">27</td>
<td align="center">28.6</td>
<td align="center">29.3</td>
<td align="center">27.4</td>
<td align="center">29.2</td>
<td align="center">27.5</td>
<td align="center">29.8</td>
<td align="center">27.4</td>
<td align="center">28.2</td>
</tr>
<tr>
<td colspan="17" align="left">Income quartiles, N (%)</td>
</tr>
<tr>
<td align="center">Q1 (Lowest income)</td>
<td align="center">269 (30.4)</td>
<td align="center">1,398 (41.9)</td>
<td align="center">321 (31.5)</td>
<td align="center">75,835 (25.7)</td>
<td align="center">221 (30.8)</td>
<td align="center">657 (33.4)</td>
<td align="center">354 (34.9)</td>
<td align="center">64,450 (26.4)</td>
<td align="center">262 (12.6)</td>
<td align="center">1,274 (12.0)</td>
<td align="center">360 (12.1)</td>
<td align="center">83,770 (16.2)</td>
<td align="center">NA</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="center">Q2</td>
<td align="center">225 (25.4)</td>
<td align="center">722 (21.6)</td>
<td align="center">210 (20.6)</td>
<td align="center">63,355 (21.5)</td>
<td align="center">120 (16.7)</td>
<td align="center">392 (19.9)</td>
<td align="center">217 (21.4)</td>
<td align="center">44,680 (18.3)</td>
<td align="center">351 (16.9)</td>
<td align="center">1,639 (15.5)</td>
<td align="center">496 (16.7)</td>
<td align="center">96,000 (18.5)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="center">Q3</td>
<td align="center">177 (20)</td>
<td align="center">527 (15.8)</td>
<td align="center">210 (20.6)</td>
<td align="center">54,446 (18.5)</td>
<td align="center">119 (16.6)</td>
<td align="center">323 (16.4)</td>
<td align="center">160 (15.8)</td>
<td align="center">39,556 (16.2)</td>
<td align="center">372 (18.0)</td>
<td align="center">1940 (18.3)</td>
<td align="center">512 (17.2)</td>
<td align="center">100,370 (19.4)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="center">Q4</td>
<td align="center">128 (14.4)</td>
<td align="center">367 (11)</td>
<td align="center">179 (17.5)</td>
<td align="center">54,027 (18.3)</td>
<td align="center">120 (16.7)</td>
<td align="center">283 (14.4)</td>
<td align="center">147 (14.5)</td>
<td align="center">45,664 (18.7)</td>
<td align="center">428 (20.7)</td>
<td align="center">2,188 (20.7)</td>
<td align="center">645 (21.7)</td>
<td align="center">102,296 (19.8)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="center">Q5 (Highest income)</td>
<td align="center">81 (9.1)</td>
<td align="center">315 (9.4)</td>
<td align="center">97 (9.5)</td>
<td align="center">46,032 (15.6)</td>
<td align="center">90 (12.5)</td>
<td align="center">215 (10.9)</td>
<td align="center">92 (9.1)</td>
<td align="center">33,627 (13.8)</td>
<td align="center">588 (28.4)</td>
<td align="center">3,085 (29.1)</td>
<td align="center">839 (28.2)</td>
<td align="center">115,424 (22.3)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td colspan="17" align="left">Area of Residence, N (%)</td>
</tr>
<tr>
<td align="center">Rural&#x2a;</td>
<td align="center">398 (44.9)</td>
<td align="center">1,326 (39.7)</td>
<td align="center">417 (40.9)</td>
<td align="center">138,931 (47.2)</td>
<td align="center">186 (25.9)</td>
<td align="center">514 (26.1)</td>
<td align="center">347 (34.2)</td>
<td align="center">81,019 (33.2)</td>
<td align="center">576 (27.8)</td>
<td align="center">3,245 (30.6)</td>
<td align="center">856 (28.8)</td>
<td align="center">137,732 (26.6)</td>
<td align="center">133 (18.6)</td>
<td align="center">446 (17.9)</td>
<td align="center">81 (15.7)</td>
<td align="center">41,212 (17.7)</td>
</tr>
<tr>
<td align="center">Urban&#x2a;</td>
<td align="center">488 (55.1)</td>
<td align="center">2014 (60.3)</td>
<td align="center">603 (59.1)</td>
<td align="center">155,585 (52.8)</td>
<td align="center">517 (72.0)</td>
<td align="center">1,430 (72.6)</td>
<td align="center">657 (64.8)</td>
<td align="center">15,9624 (65.5)</td>
<td align="center">1,496 (72.2)</td>
<td align="center">7,345 (69.4)</td>
<td align="center">2,120 (71.2)</td>
<td align="center">380,005 (73.4)</td>
<td align="center">583 (81.4)</td>
<td align="center">2,045 (82.1)</td>
<td align="center">435 (84.3)</td>
<td align="center">191,822 (82.3)</td>
</tr>
<tr>
<td colspan="17" align="left">Comorbidities N (%)</td>
</tr>
<tr>
<td align="center">HTN</td>
<td align="center">37 (4.2)</td>
<td align="center">304 (9.1)</td>
<td align="center">32 (3.1)</td>
<td align="center">4,882 (1.7)</td>
<td align="center">27 (3.8)</td>
<td align="center">151 (7.7)</td>
<td align="center">22 (2.2)</td>
<td align="center">3,883 (1.6)</td>
<td align="center">79 (3.8)</td>
<td align="center">628 (5.9)</td>
<td align="center">75 (2.5)</td>
<td align="center">6,859 (1.3)</td>
<td align="center">16 (2.2)</td>
<td align="center">137 (5.5)</td>
<td align="center">17 (3.3)</td>
<td align="center">2,814 (1.2)</td>
</tr>
<tr>
<td align="center">DM</td>
<td align="center">32 (3.6)</td>
<td align="center">279 (8.4)</td>
<td align="center">39 (3.8)</td>
<td align="center">9,352 (3.2)</td>
<td align="center">25 (3.5)</td>
<td align="center">146 (7.4)</td>
<td align="center">26 (2.6)</td>
<td align="center">7,382 (3.0)</td>
<td align="center">93 (4.5)</td>
<td align="center">602 (5.7)</td>
<td align="center">102 (3.4)</td>
<td align="center">17,233 (3.3)</td>
<td align="center">12 (1.7)</td>
<td align="center">68 (2.7)</td>
<td align="center">8 (1.6)</td>
<td align="center">3,266 (1.4)</td>
</tr>
<tr>
<td align="center">MAD</td>
<td align="center">212 (23.9)</td>
<td align="center">2,137 (64)</td>
<td align="center">225 (22.1)</td>
<td align="center">31,420 (10.7)</td>
<td align="center">140 (19.5)</td>
<td align="center">1,078 (54.7)</td>
<td align="center">204 (20.1)</td>
<td align="center">23,990 (9.8)</td>
<td align="center">599 (28.9)</td>
<td align="center">5,786 (54.6)</td>
<td align="center">664 (22.3)</td>
<td align="center">54,762 (10.6)</td>
<td align="center">119 (16.6)</td>
<td align="center">1,160 (46.6)</td>
<td align="center">75 (14.5)</td>
<td align="center">14,689 (6.3)</td>
</tr>
<tr>
<td align="center">SCZ</td>
<td align="center">7 (0.8)</td>
<td align="center">48 (1.4)</td>
<td align="center">S (&#x2212;)</td>
<td align="center">296 (0.1)</td>
<td align="center">s (.)</td>
<td align="center">23 (1.2)</td>
<td align="center">s (.)</td>
<td align="center">134 (0.1)</td>
<td align="center">17 (0.8)</td>
<td align="center">136 (1.3)</td>
<td align="center">21 (0.7)</td>
<td align="center">403 (0.1)</td>
<td align="center">4 (0.6)</td>
<td align="center">81 (3,3)</td>
<td align="center">2 (0.4)</td>
<td align="center">341 (0.2)</td>
</tr>
<tr>
<td align="center">PD</td>
<td align="center">13 (1.5)</td>
<td align="center">133 (4)</td>
<td align="center">12 (1.2)</td>
<td align="center">917 (0.3)</td>
<td align="center">s (.)</td>
<td align="center">56 (2.8)</td>
<td align="center">9 (0.9)</td>
<td align="center">289 (0.1)</td>
<td align="center">66 (3.2)</td>
<td align="center">400 (3.8)</td>
<td align="center">46 (1.6)</td>
<td align="center">1,246 (0.3)</td>
<td align="center">39 (5.5)</td>
<td align="center">273 (11.0)</td>
<td align="center">13 (2.5)</td>
<td align="center">1,716 (0.7)</td>
</tr>
<tr>
<td align="center">Pain</td>
<td align="center">104 (11.7)</td>
<td align="center">707 (21.2)</td>
<td align="center">136 (13.3)</td>
<td align="center">16,298 (5.5)</td>
<td align="center">82 (11.4)</td>
<td align="center">327 (16.6)</td>
<td align="center">136 (13.4)</td>
<td align="center">13,135 (5.4)</td>
<td align="center">415 (20.0)</td>
<td align="center">2,719 (25.7)</td>
<td align="center">502 (16.8)</td>
<td align="center">37,325 (7.2)</td>
<td align="center">65 (9.1)</td>
<td align="center">283 (11.4)</td>
<td align="center">70 (13.6)</td>
<td align="center">11,696 (5.0)</td>
</tr>
<tr>
<td colspan="17" align="left">Birth Status N (%)</td>
</tr>
<tr>
<td align="center">Stillborn</td>
<td align="center">S (&#x2212;)</td>
<td align="center">34 (1)</td>
<td align="center">6 (0.6)</td>
<td align="center">1983 (0.7)</td>
<td align="center">7 (0.9)</td>
<td align="center">34 (1.7)</td>
<td align="center">10 (0.9)</td>
<td align="center">1767 (0.7)</td>
<td align="center">13 (0.6)</td>
<td align="center">125 (1.2)</td>
<td align="center">21 (0.7)</td>
<td align="center">2,684 (0.5)</td>
<td align="center">4 (0.6)</td>
<td align="center">11 (0.4)</td>
<td align="center">4 (0.8)</td>
<td align="center">731 (0.3)</td>
</tr>
<tr>
<td align="center">Singleton</td>
<td align="center">862 (97.3)</td>
<td align="center">3,244 (97.1)</td>
<td align="center">1,000 (98)</td>
<td align="center">286,568 (97.3)</td>
<td align="center">704 (98.1)</td>
<td align="center">1938 (98.4)</td>
<td align="center">1,002 (98.8)</td>
<td align="center">240,328 (98.6)</td>
<td align="center">2034 (98.2)</td>
<td align="center">10,390 (98.1)</td>
<td align="center">2,924 (98.2)</td>
<td align="center">508,642 (98.2)</td>
<td align="center">705 (98.5)</td>
<td align="center">2,473 (99.3)</td>
<td align="center">512 (99.2)</td>
<td align="center">231,094 (99.2)</td>
</tr>
<tr>
<td align="center">Multiple births</td>
<td align="center">24 (2.7)</td>
<td align="center">96 (2.9)</td>
<td align="center">20 (2)</td>
<td align="center">7,948 (2.7)</td>
<td align="center">14 (1.9)</td>
<td align="center">31 (1.6)</td>
<td align="center">12 (1.2)</td>
<td align="center">3,358 (1.4)</td>
<td align="center">38 (1.8)</td>
<td align="center">200 (1.9)</td>
<td align="center">52 (1.8)</td>
<td align="center">9,122 (1.8)</td>
<td align="center">11 (1.5)</td>
<td align="center">18 (0.7)</td>
<td align="center">4 (0.8)</td>
<td align="center">1940 (0.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>PPWE, pregnant people with epilepsy; PPWOE, pregnant people without epilepsy; N, number; SD, standard deviation; SES, socioeconomic status; HTN, hypertension; DM, diabetes mellitus; MAD, mood and anxiety disorders; SCZ, schizophrenia; PD, personality disorder; S, suppressed (Values &#x2264; 5 were suppressed).</p>
</fn>
<fn>
<p>&#x2a; Source: Statistics Canada Postal Code Conversion File and/or Postal Codes by Federal Ridings File and/or Postal Code Conversion File Plus (November 2019) based on data licensed from Canada Post Corporation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In Manitoba and Saskatchewan, the greatest percentage of pregnancies in all four groups belonged to the lowest income quintile. This distribution in Alberta is similar even for the unexposed group without epilepsy, suggesting it reflects the overall population distribution of income quartiles in the province. In the Quebec province, the greatest proportion of pregnant people were in the medium-low-income quantile. In Alberta, all four groups of pregnant people, including those unexposed without epilepsy, were mostly in the highest income quintile. This distribution is consistent with the overall population distribution of income quintiles in the region, indicating that the observed pattern reflects the broader socioeconomic status of the population.</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> demonstrates the trends in ASM use in pregnant people with and without epilepsy. Linear regression analysis showed the number of PPWOE who used ASMs significantly increased in Manitoba (from 24.2 in 1998 to 149.1 per 10,000 pregnant people in 2021, <italic>p</italic> &#x3c; 0.05), Saskatchewan (from 29.4 in 1999 to 107.0 per 10,000 in 2023, <italic>p</italic> &#x3c; 0.05), Alberta (from 65.7 in 2008 to 241.7 per 10,000 in 2021, <italic>p</italic> &#x3c; 0.05) and decrease in Quebec (from 113.9 in 1998 to 106.9 per 10,000 in 2015, <italic>p</italic> &#x3e; 0.05. In Alberta, a significant rise in the number of PPWE exposed to ASMs was observed as well, starting from 23.6 in 2008 to 43.0 per 10,000 pregnant people in 2021 (<italic>p</italic> &#x3c; 0.05). Conversely, the number of exposed PPWE in Quebec significantly decreased from 59.2 in 1998 to 45.5 per 10,000 pregnancies in 2015 (<italic>p</italic> &#x3c; 0.05).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Annual utilization trend of ASMs among pregnant people with epilepsy (PPWE) and pregnant people without epilepsy (PPWOE). MB: Manitoba; SK: Saskatchewan; AB, Alberta; QC, Quebec. Numbers are reported per 10,000 pregnancies.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g002.tif"/>
</fig>
<p>The number of pregnant people who used ASMs in the pre-pregnancy period and by trimester, in each province is shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. The use of ASMs in PPWE in four provinces did not change substantially during different periods. However, their use among PPWOE was highest 365&#xa0;days prior to pregnancy and declined until the third trimester in all provinces.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Number of pregnant people with (PPWE) and without epilepsy (PPWOE) who used ASMs in the pre-pregnancy period and each trimester per 10,000 pregnancies. MB, Manitoba; SK, Saskatchewan; AB, Alberta; QC, Quebec.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g003.tif"/>
</fig>
<p>The utilization of ASMs by drug generation in periods between 1998 and 2023 is presented in <xref ref-type="fig" rid="F4">Figure 4</xref>. In Manitoba, 53.2 people per 10,000 used first-generation ASMs during 1998&#x2013;1999 and reached 68.1 during 2000&#x2013;2004, while the number for second-generation ASM use was 6.1 per 10,000 pregnancies in 2000&#x2013;2004. The numbers increased for both drug classes until they were used by the same number of people per 10,000 pregnancies in the 2015&#x2013;2019 period. The utilization of second-generation ASMs kept rising in 2020&#x2013;2021 and reached 142.2 people per 10,000 pregnancies while the use of first-generation ASMs decreased to 75.2. In Saskatchewan, the number of pregnant people using first-generation ASMs did not change over time. The utilization of second generation ASMs however, rose markedly from 8.9 person per 10,000 pregnancies in 2000&#x2013;2004 to 133 in 2020&#x2013;2023. For Alberta, data is available from 2008 to 2021. In 2008&#x2013;2009, more pregnant people used first-generation ASMs compared to second-generation (82.8 vs. 52.7 per 10,000 pregnancies, respectively), whereas in 2020&#x2013;2021, the number of pregnant people using second-generation ASMs was higher than those using first-generation ASMs (201.9 vs. 105.6 per 10,000 pregnancies, respectively). In Quebec, the majority of the population used first-generation in the 1998&#x2013;1999 period and decreased over time until 2015 to 79.6 people per 10,000 pregnancies while second-generation drugs experienced an upward trend.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Number of pregnant people who utilized ASMs per 10,000 pregnancies by medication class (medications generation). MB, Manitoba; SK, Saskatchewan; AB, Alberta; QC, Quebec.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g004.tif"/>
</fig>
<p>In the 1998&#x2013;1999 period, carbamazepine was the most commonly dispensed ASM for PPWE which was 98.2, 21.9, and 18.3 per 10,000 pregnancies in Manitoba, Saskatchewan, and Quebec, respectively (<xref ref-type="fig" rid="F5">Figure 5</xref>). It was also the most commonly dispensed ASM for PPWE at the beginning of the study in Alberta where the study started from 2008 (123.0 per 10,000 pregnancies during 2008&#x2013;2009). However, the numbers dropped for carbamazepine until the 2015&#x2013;2019 period, while lamotrigine had the highest number of prescriptions in this period (Manitoba: 140.3, Saskatchewan: 174.9, Alberta: 186.9, Quebec: 9.1). For Manitoba, Saskatchewan, and Alberta provinces that the data is also available for 2020&#x2013;2023 period, the numbers of lamotrigine prescriptions continued to rise (164.0, 191.5 and 204.7 per 10,000 pregnancies, respectively). While levetiracetam was not among the most frequently prescribed ASMs in our dataset, we observed a significant rise in its utilization across all four provinces. In Manitoba, for instance, the use of levetiracetam increased from 0 in 1998&#x2013;1999 to 120 per 10,000 pregnancies in 2021 among PPWE.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Total dispensations of top ASMs per 10000 pregnancies among pregnant people with epilepsy. <bold>(A)</bold> Carbamazepine; <bold>(B)</bold> Clonazepam; <bold>(C)</bold> Gabapentin; <bold>(D)</bold> Lamotrigine; <bold>(E)</bold> Phenytoin; <bold>(F)</bold> Valproic acid.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g005.tif"/>
</fig>
<p>The prescription pattern for PPWOE was different. Clonazepam had the highest number of prescriptions during 1998&#x2013;1999 in Manitoba (n &#x3d; 58.5 per 10,000 pregnancies) and Quebec (n &#x3d; 73.5 per 10,000 pregnancies) and with a sharp rise in the number of dispensations for Manitoba, it remained the most used ASM until 2019 in these two provinces (<xref ref-type="fig" rid="F6">Figure 6</xref>). However, the pattern changed for Manitoba and gabapentin became the most prescribed ASM from 2020 to 2021 (n &#x3d; 1,119.8 per 10,000 pregnancies). In Saskatchewan, valproic acid was the most prescribed ASM during 1998&#x2013;1999 (n &#x3d; 24.7 per 10,000 pregnancies). Whereas from the 2010&#x2013;2014 period, the number of gabapentin prescriptions increased from 3.3 people per 10,000 pregnancies in the 2005&#x2013;2009 period to 178.0 in the 2010&#x2013;2014 period (<xref ref-type="fig" rid="F6">Figure 6</xref>). The numbers kept rising for gabapentin until reaching 476.9 during the 2020&#x2013;2023 period. In Alberta, clonazepam was the most prescribed ASM at the beginning of the study in the 2005&#x2013;2009 period (n &#x3d; 259 per 10,000 pregnancies). However, during 2015&#x2013;2019 and 2020&#x2013;2021, Gabapentin was the most prescribed drug in this province (734.2 and 1,145.1 per 10,000 pregnancies, respectively).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p> Total dispensations of top ASMs per 10000 pregnancies among pregnant people without epilepsy. <bold>(A)</bold> Carbamazepine; <bold>(B)</bold> Clonazepam; <bold>(C)</bold> Gabapentin; <bold>(D)</bold> Lamotrigine; <bold>(E)</bold> Phenytoin; <bold>(F)</bold> Valproic acid.</p>
</caption>
<graphic xlink:href="fphar-15-1469552-g006.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>In our study of over one million pregnancies with data ranging from 1998 to 2023 in four Canadian provinces, the utilization of ASMs during pregnancy varied between provinces and time periods.</p>
<p>Increasing trends were observed for the use of ASMs in Manitoba and Saskatchewan in PPWOE and among all pregnant people in Alberta, regardless of having been diagnosed with epilepsy.</p>
<p>In Manitoba, this rise was mostly due to the elevated prescription rates of clonazepam and gabapentin among PPWOE. In Saskatchewan, the rising trend in PPWOE was attributed to the increased dispensations of gabapentin, followed by lamotrigine and then clonazepam. In Alberta, the rise in ASM use among PPWOE was mainly due to the sharp elevation in the number of gabapentin dispensations, followed by clonazepam and lamotrigine, while the significant increase of ASM use in PPWE in this province was because of the elevated number of lamotrigine prescriptions. Alberta showed the highest increase in ASM use among both groups, while a decreased ASM use was observed in Quebec. This highlights the importance of considering provincial differences in prescribing patterns and utilization research.</p>
<p>The identified patterns are in line with the findings of recent similar studies. In a retrospective cohort study of 465,131 people of childbearing age exposed to ASMs in the United States from 2011 to 2017, the most significant linear increase in trends was observed with gabapentin (<xref ref-type="bibr" rid="B16">Lawal et al., 2023</xref>). In a multi-national study of five Nordic countries, the United States, and Australia from 2006 to 2016, the most commonly used ASM in pregnancy in the Nordic countries was lamotrigine and its use was increasing in all countries (<xref ref-type="bibr" rid="B5">Cohen et al., 2020</xref>). In the United States, however, clonazepam accounted for the most used ASM (<xref ref-type="bibr" rid="B5">Cohen et al., 2020</xref>). In another population-based study in the Netherlands from 1998 to 2019, lamotrigine use exhibited the highest increase of 24% among pregnant people (<xref ref-type="bibr" rid="B11">Houben et al., 2022</xref>).</p>
<p>In PPWOE, we observed a notable decline in the number of ASMs used from 365 days pre-pregnancy until the third trimester. Whereas in PPWE, the trends in ASM use did not change markedly. This could reflect the need for seizure control among PPWE and the fear of fetal harm among PPWOE, especially for medications like gabapentin and clonazepam (While clonazepam is a benzodiazepine with broader uses beyond epilepsy and gabapentin used for off-label indications such as neuropathic pain) (<xref ref-type="bibr" rid="B15">Lavu et al., 2023b</xref>; <xref ref-type="bibr" rid="B19">Madley-Dowd et al., 2024</xref>; <xref ref-type="bibr" rid="B20">Man et al., 2012</xref>). In a similar study, the total number of exposed pregnant people to ASMs in the pre-pregnancy periods and during pregnancy were compared and decreasing trends were witnessed in this population (<xref ref-type="bibr" rid="B5">Cohen et al., 2020</xref>).</p>
<p>Our results show that ASM utilization patterns among PPWE are changing towards ASMs with more favorable teratogenic profiles and avoiding drugs like valproic acid, which are consistently associated with congenital malformations (<xref ref-type="bibr" rid="B25">Tomson and Battino, 2012</xref>). We observed that in PPWE, lamotrigine use increased dramatically in all provinces. Among ASMs, lamotrigine is preferred as the first-line treatment option for people of childbearing age with epilepsy due to the least observed risk of congenital malformations and adverse birth outcomes (<xref ref-type="bibr" rid="B28">Veroniki et al., 2017</xref>). The significant rise in ASM use among PPWOE, particularly in Manitoba and Alberta, coupled with the shift from first-generation to second-generation ASMs, suggests a changing landscape in off-label ASM prescribing practices that warrants further investigation into the drivers of these trends and their potential implications for maternal and fetal health.</p>
<p>Declining use of valproic acid and phenytoin reflects increasing awareness of their teratogenic potential, changing clinical practice influenced by developing pharmacovigilance in pregnancy. This is in line with previously reported overall increasing trends in the utilization of the second-generation ASMs, especially lamotrigine and gabapentin. We also found a marked increase in the use of levetiracetam. This observation is concordant with reports of use among the general population. For instance, <xref ref-type="bibr" rid="B18">Liu et al. (2017)</xref>, reported an increase in the use of levetiracetam in children and adolescents with epilepsy in (United States), while <xref ref-type="bibr" rid="B9">Fox et al. (2020)</xref>, documented the same trend among elderly patients in (United States).</p>
<p>Striking differences in ASM use, particularly heavy clonazepam use among PPWOE, raise concerns about off-label prescribing and treatment of non-epileptic conditions in pregnancy. This suggests varying prescribing practices between specialties and highlights the need for improved education and guidelines. We did not have the capacity to analyze prescribers&#x2019; specialties in the current study. Further research is needed to identify predominant prescribers (general practitioners or specialists) to develop targeted interventions for optimizing prescribing practices, especially for managing anxiety and sleep disorders in pregnant patients without epilepsy.</p>
<p>Since ASMs introduction into the North America and Canadian market, the newer, safer ASMs have had a significant impact on prescribing patterns. Lamotrigine, for example, was first licensed in 1994 for use in epilepsy and much later, in 2003, for bipolar disorder, and was one of the first shifts to safer options. Currently, Levetiracetam approved in 2003 rapidly took the leading position because of an excellent safety profile. Pregabalin Approval for neuropathic pain in 2004 and generalized anxiety disorder in 2010 extended ASM use beyond epilepsy. These regulatory milestones are in concert with the secular trends observed in our study, demonstrating increased utilization of second-generation ASMs and their increased use in nonepileptic indications. Gabapentin utilization has been sharply increasing, primarily due to non-epilepsy indications, particularly for anxiety and pain. While the majority of research showed no major perinatal risks when it comes to its use during pregnancy, recent research has raised concerns regarding its association with major congenital malformations and neonatal intensive care unit admissions (<xref ref-type="bibr" rid="B6">Desrochers et al., 2024</xref>).</p>
</sec>
<sec id="s5">
<title>5 Strengths and limitations</title>
<p>This study leverages real-world data from medical records and prescription databases across four Canadian provinces over a 20-year period, providing a comprehensive and geographically diverse analysis of ASM utilization trends among pregnant individuals. The large sample size of over 1.3 million pregnancies enhances the statistical power and generalizability of our findings. Our longitudinal design allows for the observation of long-term trends, including the shift from older to newer generation ASMs, while distinguishing between use in pregnant people with and without epilepsy offers insights into off-label prescribing patterns.</p>
<p>Despite these strengths, some limitations should be acknowledged. First, the severity of epilepsy cases was not captured, medication exposure was based on dispensation records rather than confirmed consumption, and specific indications for ASM use in non-epilepsy conditions were not available. Additionally, the generalizability of findings for Quebec is limited due to data coverage of only 17% of pregnant people in the province. Nonetheless, the study provided valuable insights into ASM utilization trends during pregnancy in the province. (<xref ref-type="bibr" rid="B3">B&#xe9;rard and Lacasse, 2009</xref>). Lastly, we did not report perinatal outcomes associated with ASM use, as this was out of the scope of the current study.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>In conclusion, our comprehensive analysis of ASM utilization trends among pregnant individuals in four Canadian provinces over 2&#xa0;decades reveals significant shifts in prescribing patterns. The study uncovered an escalation in ASM use among pregnant individuals in Manitoba, Saskatchewan, and Alberta, independent of an epilepsy diagnosis. The rise in prescriptions for newer generation ASMs, especially lamotrigine and levetiracetam, underscores a growing awareness of teratogenic risks and a shift towards safer treatment options. The increased use of newer ASMs, particularly among PPWOE, underlines the complex landscape of epilepsy and related disorders management during pregnancy. These findings highlight the need for continued pharmacovigilance, specialized care for pregnant individuals with epilepsy, and improved guidelines for managing comorbid conditions during pregnancy. The observed regional variations in prescribing practices further emphasize the importance of tailored and consistent healthcare approaches. Future studies should focus on the long-term outcomes associated with these changing prescription patterns and explore the factors driving off-label ASM use to further inform evidence-based practice in this vulnerable population.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The data analyzed in this study is subject to the following licenses/restrictions: Due to privacy restrictions, the specific datasets analyzed for this article are not publicly accessible. The data originates from the Manitoba Population Research Data Repository, housed by the Manitoba Centre for Health Policy at the University of Manitoba. Requests to access these datasets should be directed to <ext-link ext-link-type="uri" xlink:href="https://umanitoba.ca/manitoba-centre-for-health-policy/">https://umanitoba.ca/manitoba-centre-for-health-policy/</ext-link>.</p>
</sec>
<sec sec-type="ethics-statement" id="s8">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Health Research Ethics Board (H2020:088, HS23673) and Manitoba Health Information Privacy Committee (HIPC&#x23;2019/2020-60) at the University of Manitoba, University of Saskatchewan Biomedical Ethics Board, University of Alberta Health Research Ethics Board (Pro00114981) and the Institutional Review Board of Quebec Data Access Agency and the CHU Sainte-Justine Institutional Review Board (&#x23;1740 and &#x23;2976). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>PP: Conceptualization, Formal Analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. AB: Conceptualization, Investigation, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing, Funding acquisition, Supervision. BW: Funding acquisition, Writing&#x2013;original draft, Writing&#x2013;review and editing, Conceptualization, Methodology, Project administration, Validation. PK: Conceptualization, Funding acquisition, Methodology, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing, Data curation, Investigation, Supervision. OS: Data curation, Methodology, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing, Formal Analysis, Validation. AL: Formal Analysis, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing, Investigation. CL: Investigation, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing, Conceptualization, Supervision, Validation. JF: Conceptualization, Investigation, Methodology, Supervision, Writing&#x2013;original draft, Writing&#x2013;review and editing, Validation. JD: Conceptualization, Investigation, Methodology, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing, Data curation. KK: Conceptualization, Investigation, Methodology, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing. MN: Conceptualization, Investigation, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing. CR: Conceptualization, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing, Methodology, Project administration, Resources. LA: Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing, Formal Analysis, Software, Visualization. SA-S: Writing&#x2013;original draft, Writing&#x2013;review and editing, Conceptualization, Investigation, Project administration, Resources, Supervision. RD: Writing&#x2013;original draft, Writing&#x2013;review and editing, Data curation, Formal Analysis, Methodology, Validation, Visualization. SD: Data curation, Formal Analysis, Methodology, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. OB: Data curation, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing. GS: Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing, Formal Analysis, Visualization. SE: Formal Analysis, Methodology, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing, Conceptualization, Data curation, Funding acquisition, Investigation, Project administration, Resources, Software, Supervision, Validation.</p>
</sec>
<sec sec-type="funding-information" id="s10">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by a research grant from the Winnipeg Foundation Health Sciences Centre Foundation. The CAMCCO was funded by the Canadian Institutes of Health Research (CIHR) and the Canadian Foundation for Innovation (CFI). PP obtained a post-doctoral bursary from CAMCCO-L (a CIHR training platform).</p>
</sec>
<ack>
<p>The authors acknowledge the Manitoba Centre for Health Policy for providing access to the data used in the manuscript (under project &#x23;H2020:088, HS23673, HIPC&#x23;2019/2020-60). The results and conclusions presented in the study are the sole responsibility of the authors, and no official endorsement by the Manitoba Centre for Health Policy, Manitoba Health, or other data providers is intended or should be inferred. The data utilized in the study are from the Manitoba Population Research Data Repository housed at the Manitoba Centre for Health Policy, University of Manitoba, and were derived from data provided by Manitoba Health, including the Manitoba Health Insurance Registry, Drug Program Information Network, Hospital Discharge, and Medical Services database.</p>
</ack>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2024.1469552/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2024.1469552/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alsfouk</surname>
<given-names>B. A.</given-names>
</name>
<name>
<surname>Almarzouqi</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Alageel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Alsfouk</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Alsemari</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Patterns of antiseizure medication prescription in pregnancy and maternal complications in women with epilepsy: a retrospective study in Saudi Arabia</article-title>. <source>Saudi Pharm. J.</source> <volume>30</volume>, <fpage>205</fpage>&#x2013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1016/j.jsps.2021.12.006</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B&#xe9;rard</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kaul</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Eltonsy</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Winquist</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Chateau</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hawken</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>The Canadian mother-child cohort active surveillance initiative (CAMCCO): comparisons between Quebec, Manitoba, saskatchewan, and Alberta</article-title>. <source>PLoS One</source> <volume>17</volume>, <fpage>e0274355</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0274355</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B&#xe9;rard</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lacasse</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Validity of perinatal pharmacoepidemiologic studies using data from the RAMQ administrative database</article-title>. <source>Can. J. Clin. Pharmacol.</source> <volume>16</volume>, <fpage>e360</fpage>&#x2013;<lpage>e369</lpage>.</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Alvestad</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cesta</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Bj&#xf8;rk</surname>
<given-names>M. H.</given-names>
</name>
<name>
<surname>Leinonen</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>N&#xf8;rgaard</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Comparative safety of antiseizure medication monotherapy for major malformations</article-title>. <source>Ann. Neurol.</source> <volume>93</volume>, <fpage>551</fpage>&#x2013;<lpage>562</lpage>. <pub-id pub-id-type="doi">10.1002/ana.26561</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Cesta</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Furu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Einarsd&#xf3;ttir</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gissler</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Havard</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Prevalence trends and individual patterns of antiepileptic drug use in pregnancy 2006-2016: a study in the five Nordic countries, United States, and Australia</article-title>. <source>Pharmacoepidemiol Drug Saf.</source> <volume>29</volume>, <fpage>913</fpage>&#x2013;<lpage>922</lpage>. <pub-id pub-id-type="doi">10.1002/pds.5035</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Desrochers</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lavu</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Valencia</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Vaccaro</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Peymani</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Eltonsy</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Risks of congenital malformations and neonatal intensive care unit admissions with gabapentin use in pregnancy: a cohort study and scoping review with meta-analysis</article-title>. <source>Paediatr. Perinat. Epidemiol.</source> <volume>38</volume>, <fpage>486</fpage>&#x2013;<lpage>494</lpage>. <pub-id pub-id-type="doi">10.1111/ppe.13086</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eltonsy</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Blais</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Systematic procedure for the classification of proven and potential teratogens for use in research</article-title>. <source>Birth Defects Res. A Clin. Mol. Teratol.</source> <volume>106</volume>, <fpage>285</fpage>&#x2013;<lpage>297</lpage>. <pub-id pub-id-type="doi">10.1002/bdra.23491</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fisher</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Acevedo</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Arzimanoglou</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bogacz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cross</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Elger</surname>
<given-names>C. E.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>ILAE Official Report: a practical clinical definition of epilepsy</article-title>. <source>Epilepsia</source> <volume>55</volume>, <fpage>475</fpage>&#x2013;<lpage>482</lpage>. <pub-id pub-id-type="doi">10.1111/epi.12550</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fox</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ajinkya</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lekoubou</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Patterns of antiepileptic drug use among elderly patients with epilepsy: 2004-2015</article-title>. <source>Epilepsy Res.</source> <volume>161</volume>, <fpage>106297</fpage>. <pub-id pub-id-type="doi">10.1016/j.eplepsyres.2020.106297</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hochbaum</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kienitz</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rosenow</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Schulz</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Habermehl</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Langenbruch</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Trends in antiseizure medication prescription patterns among all adults, women, and older adults with epilepsy: a German longitudinal analysis from 2008 to 2020</article-title>. <source>Epilepsy Behav.</source> <volume>130</volume>, <fpage>108666</fpage>. <pub-id pub-id-type="doi">10.1016/j.yebeh.2022.108666</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Houben</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Benson</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Steegers</surname>
<given-names>E. A. P.</given-names>
</name>
<name>
<surname>Herings</surname>
<given-names>R. M. C.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Twenty-year trends in the use of anti-seizure medication among pregnant women in The Netherlands</article-title>. <source>Epilepsy Behav.</source> <volume>127</volume>, <fpage>108549</fpage>. <pub-id pub-id-type="doi">10.1016/j.yebeh.2021.108549</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kinney</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Morrow</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Patterson</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Campbell</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Russell</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Smithson</surname>
<given-names>H. W.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Changing antiepilepsy drug-prescribing trends in women with epilepsy in the UK and Ireland and the impact on major congenital malformations</article-title>. <source>J. Neurol. Neurosurg. Psychiatry</source> <volume>89</volume>, <fpage>1320</fpage>&#x2013;<lpage>1323</lpage>. <pub-id pub-id-type="doi">10.1136/jnnp-2017-317368</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kulaga</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sheehy</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Zargarzadeh</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Moussally</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>B&#xe9;rard</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Antiepileptic drug use during pregnancy: perinatal outcomes</article-title>. <source>Seizure</source> <volume>20</volume>, <fpage>667</fpage>&#x2013;<lpage>672</lpage>. <pub-id pub-id-type="doi">10.1016/j.seizure.2011.06.012</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lavu</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Janzen</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Aboulatta</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Peymani</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Haidar</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Desrochers</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2023a</year>). <article-title>Prescription trends of antiseizure medications before and during the COVID-19 pandemic</article-title>. <source>Front. Neurol.</source> <volume>14</volume>, <fpage>1135962</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2023.1135962</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lavu</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Vaccaro</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zusman</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Aboulatta</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Aloud</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Alessi-Severini</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2023b</year>). <article-title>Antiseizure medication use during pregnancy and neonatal growth outcomes: a systematic review and meta-analysis</article-title>. <source>Br. J. Clin. Pharmacol.</source> <volume>90</volume>, <fpage>1827</fpage>&#x2013;<lpage>1837</lpage>. <pub-id pub-id-type="doi">10.1111/bcp.15752</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lawal</surname>
<given-names>O. D.</given-names>
</name>
<name>
<surname>Meador</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Hume</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Wen</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Utilization of antiseizure medications in women of childbearing age with epilepsy and nonepilepsy indications: a retrospective cohort study</article-title>. <source>Neurology</source> <volume>101</volume>, <fpage>e1083</fpage>&#x2013;<lpage>e1096</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000207580</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leong</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mamdani</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Gomes</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Al</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Macdonald</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Yogendran</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Antiepileptic use for epilepsy and nonepilepsy disorders: a population-based study</article-title>. <source>Neurology</source> <volume>86</volume>, <fpage>939</fpage>&#x2013;<lpage>946</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000002446</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Carney</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Bussing</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Segal</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Cottler</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>Winterstein</surname>
<given-names>A. G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Trends in antiepileptic drug use in children and adolescents with epilepsy</article-title>. <source>Pediatr. Neurol.</source> <volume>74</volume>, <fpage>32</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1016/j.pediatrneurol.2017.05.016</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Madley-Dowd</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Rast</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ahlqvist</surname>
<given-names>V. H.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>F. Z.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>N. M.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Trends and patterns of antiseizure medication prescribing during pregnancy between 1995 and 2018 in the United Kingdom: a cohort study</article-title>. <source>BJOG</source> <volume>131</volume>, <fpage>15</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1111/1471-0528.17573</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Man</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Petersen</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nazareth</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Antiepileptic drugs during pregnancy in primary care: a UK population based study</article-title>. <source>PLoS One</source> <volume>7</volume>, <fpage>e52339</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0052339</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Margulis</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Hernandez-Diaz</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>McElrath</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Rothman</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Plana</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Almqvist</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Relation of in-utero exposure to antiepileptic drugs to pregnancy duration and size at birth</article-title>. <source>PLoS One</source> <volume>14</volume>, <fpage>e0214180</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0214180</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meador</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Pennell</surname>
<given-names>P. B.</given-names>
</name>
<name>
<surname>May</surname>
<given-names>R. C.</given-names>
</name>
<name>
<surname>Gerard</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kalayjian</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Velez-Ruiz</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Changes in antiepileptic drug-prescribing patterns in pregnant women with epilepsy</article-title>. <source>Epilepsy Behav.</source> <volume>84</volume>, <fpage>10</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1016/j.yebeh.2018.04.009</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shouman</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Delaney</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Kowalec</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ruth</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Falk</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Trends of utilization of antiseizure medications among pregnant women in Manitoba, Canada: a 20-year population-based study</article-title>. <source>Front. Pharmacol.</source> <volume>13</volume>, <fpage>871136</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2022.871136</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Singal</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chateau</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Struck</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Dahl</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Derksen</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>
<italic>In utero</italic> antidepressants and neurodevelopmental outcomes in kindergarteners</article-title>. <source>Pediatrics</source> <volume>145</volume>, <fpage>e20191157</fpage>. <pub-id pub-id-type="doi">10.1542/PEDS.2019-1157</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tomson</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Battino</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Teratogenic effects of antiepileptic drugs</article-title>. <source>Lancet Neurol.</source> <volume>11</volume>, <fpage>803</fpage>&#x2013;<lpage>813</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(12)70103-5</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Jaakkimainen</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Butt</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ivers</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Young</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Assessing the validity of using administrative data to identify patients with epilepsy</article-title>. <source>Epilepsia</source> <volume>55</volume>, <fpage>335</fpage>&#x2013;<lpage>343</lpage>. <pub-id pub-id-type="doi">10.1111/epi.12506</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vajda</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>O&#x2019;Brien</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Graham</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hitchcock</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Perucca</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lander</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Specific fetal malformations following intrauterine exposure to antiseizure medication</article-title>. <source>Epilepsy Behav.</source> <volume>142</volume>, <fpage>109219</fpage>. <pub-id pub-id-type="doi">10.1016/j.yebeh.2023.109219</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Veroniki</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Cogo</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Rios</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Straus</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Finkelstein</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kealey</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Comparative safety of anti-epileptic drugs during pregnancy: a systematic review and network meta-analysis of congenital malformations and prenatal outcomes</article-title>. <source>BMC Med.</source> <volume>15</volume>, <fpage>95</fpage>. <pub-id pub-id-type="doi">10.1186/s12916-017-0845-1</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeh</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Lussier</surname>
<given-names>E. C.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Y. T.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>T. Y.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>H. Y.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>T. Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Antiepileptic drug use among women from the Taiwanese registry of epilepsy and pregnancy: obstetric complications and fetal malformation outcomes</article-title>. <source>PLoS One</source> <volume>12</volume>, <fpage>e0189497</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0189497</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Sheehy</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Gorgui</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>B&#xe9;rard</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Can we rely on pharmacy claims databases to ascertain maternal use of medications during pregnancy?</article-title> <source>Birth Defects Res.</source> <volume>109</volume>, <fpage>423</fpage>&#x2013;<lpage>431</lpage>. <pub-id pub-id-type="doi">10.1002/bdra.23604</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>