Grant: Travel Awards - Institute Community Support
University of Toronto
$1,500.00
Comorbidity patterns among pregnant individuals with migraine: A population-based latent class analysis in Ontario, Canada
EF 2024-25
Résumé
Comorbidity, or the presence of 1+ additional chronic conditions (CC), is common with migraine. To inform healthcare services to prevent pregnancy complications and support maternal wellbeing, we identified comorbidity patterns in pregnant individuals with migraine. In a population-based cohort study of pregnancies conceived in 2007-2022 to individuals with migraine in Ontario, Canada, we used latent class analysis (LCA) to identify subgroups using 33 physical and psychiatric CC. Classes were chosen based on statistical fit indices, parsimony, and clinical interpretability. We then compared the sociodemographic and reproductive health-related characteristics of the classes using standardized differences. Of 174,164 pregnant individuals with migraine, 67.2% had 1+ CC. Most prevalent were mood/anxiety disorders (41.4%), low back pain (16.9%), obesity (12.1%), and asthma (10.6%). Three distinct subgroups best characterized comorbidity patterns. Class 1: 'Mood/anxiety disorder' included 81.2% of the cohort, Class 2:'Mood/anxiety disorder and low back pain' 8.3%, and Class 3: 'Other mental illness' 10.6%. The 'Other mental illness' group was younger, lived in lower income neighbourhoods, and had more long-term residents and nulliparous individuals than Class 1, while the 'Mood/anxiety disorder and low back pain comorbidity' group was older and had fewer nulliparous individuals than Class 1. Findings were similar in sensitivity analyses including only CC with at least 1% prevalence. In a LCA using only physical CC, we also identified three latent classes: 'Low back pain' (4.3%), 'Obesity' (2.8%), and 'No physical comorbidity' (92.9%). Identified patterns of comorbidity suggest subgroups who could benefit from preconception and perinatal supports for mental health and chronic pain. Screening for CC and coordinating primary, psychiatric, and obstetric care before or early in pregnancy may aid in early identification and management of migraine-related comorbidities.
Programme
Travel Awards - Institute Community Support
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
CIHR Funding Decisions Database
Tel que publié
Id
521079
Name
Albanese Carmela M
Region
Ontario
Country
Canada
Orgtype
Institution Paid; Research Institution
Instname2
Human Development, Child and Youth Health
Theme2
Social / Cultural / Environmental / Population Health
Prcname2
Travel Awards - Institute Community Support
Projecttitle
Comorbidity patterns among pregnant individuals with migraine: A population-based latent class analysis in Ontario, Canada
Programtype2
Undefined
Orgnameinp2
University of Toronto
Cihramount2
$1,500
Cihrequipment2
$0
Programname2
Travel Awards - Institute Community Support
Keyworddelim
Ics Travel Awards
Abstract
Comorbidity, or the presence of 1+ additional chronic conditions (CC), is common with migraine. To inform healthcare services to prevent pregnancy complications and support maternal wellbeing, we identified comorbidity patterns in pregnant individuals with migraine. In a population-based cohort study of pregnancies conceived in 2007-2022 to individuals with migraine in Ontario, Canada, we used latent class analysis (LCA) to identify subgroups using 33 physical and psychiatric CC. Classes were chosen based on statistical fit indices, parsimony, and clinical interpretability. We then compared the sociodemographic and reproductive health-related characteristics of the classes using standardized differences. Of 174,164 pregnant individuals with migraine, 67.2% had 1+ CC. Most prevalent were mood/anxiety disorders (41.4%), low back pain (16.9%), obesity (12.1%), and asthma (10.6%). Three distinct subgroups best characterized comorbidity patterns. Class 1: 'Mood/anxiety disorder' included 81.2% of the cohort, Class 2:'Mood/anxiety disorder and low back pain' 8.3%, and Class 3: 'Other mental illness' 10.6%. The 'Other mental illness' group was younger, lived in lower income neighbourhoods, and had more long-term residents and nulliparous individuals than Class 1, while the 'Mood/anxiety disorder and low back pain comorbidity' group was older and had fewer nulliparous individuals than Class 1. Findings were similar in sensitivity analyses including only CC with at least 1% prevalence. In a LCA using only physical CC, we also identified three latent classes: 'Low back pain' (4.3%), 'Obesity' (2.8%), and 'No physical comorbidity' (92.9%). Identified patterns of comorbidity suggest subgroups who could benefit from preconception and perinatal supports for mental health and chronic pain. Screening for CC and coordinating primary, psychiatric, and obstetric care before or early in pregnancy may aid in early identification and management of migraine-related comorbidities.
Competitiondate
202501
Approvedterm2
1 yr 0 mth
Pinamesdelim
Albanese, Carmela M
Approvedterm
1 an 0 mois
Cihrcontribution2
IHDCYH~ $1,500~ $0~