TY - JOUR
T1 - Determining the Clinical Course of Asthma in Pregnancy
AU - Stevens, Danielle R.
AU - Perkins, Neil
AU - Chen, Zhen
AU - Kumar, Rajesh
AU - Grobman, William
AU - Subramaniam, Akila
AU - Biggio, Joseph
AU - Grantz, Katherine L.
AU - Sherman, Seth
AU - Rohn, Matthew
AU - Mendola, Pauline
N1 - Funding Information:
This work was supported by the National Institutes of Health’s Intramural Research Program at the Eunice Kennedy Shriver National Institute of Child Health and Human Development (clinical site contracts HHSN275201300013C to Northwestern University; HHSN275201300014C to the University of Alabama at Birmingham; and HHSN275201300026I, HHSN27500001, and HHSN275000017 to the Emmes Company for the Data Coordinating Center). Funding sources had no role in study design; in the collection, analysis, and interpretation of data; in the writing of the report; and in the decision to submit the article for publication.
Publisher Copyright:
© 2021 American Academy of Allergy, Asthma & Immunology
PY - 2022/3
Y1 - 2022/3
N2 - Background: Asthma is the most common chronic disease affecting pregnancy, and poor asthma control has been associated with adverse pregnancy outcomes. However, the trajectory of asthma control during pregnancy is not well understood or characterized. Objective: To identify and characterize trajectories of gestational asthma control in a US-based prospective pregnancy cohort. Methods: A k-means algorithm for joint longitudinal data was used to cluster pregnant women with and without asthma into gestational asthma control trajectories on the basis of daily activity limitation, nighttime symptoms, inhaler use, and respiratory symptoms. Results: Among 308 women with asthma, 2 trajectories of gestational asthma control were identified and labeled “same” (n = 184; 59.5%) or “worse” (n = 124; 40.5%). Contrary to previous studies, we did not observe women with better asthma control in pregnancy. Women belonging to the “worse” trajectory experienced frequent and stable activity limitation and inhaler use, as well as frequent and increasing nighttime symptoms (∼3 d/gestational week) and respiratory symptoms (∼5 times/wk). Women belonging to the “same” trajectory experienced infrequent and stable activity limitation, inhaler use, and respiratory symptoms, as well as infrequent and slightly increasing (∼1 d/gestational week) nighttime symptoms. Results from pregnant women without asthma (n = 107) suggest that pregnancy alone was not responsible for changes in symptoms over time. Conclusions: In this US-based obstetric cohort receiving care according to standard clinical practice, gestational asthma control worsened for about 40% of women.
AB - Background: Asthma is the most common chronic disease affecting pregnancy, and poor asthma control has been associated with adverse pregnancy outcomes. However, the trajectory of asthma control during pregnancy is not well understood or characterized. Objective: To identify and characterize trajectories of gestational asthma control in a US-based prospective pregnancy cohort. Methods: A k-means algorithm for joint longitudinal data was used to cluster pregnant women with and without asthma into gestational asthma control trajectories on the basis of daily activity limitation, nighttime symptoms, inhaler use, and respiratory symptoms. Results: Among 308 women with asthma, 2 trajectories of gestational asthma control were identified and labeled “same” (n = 184; 59.5%) or “worse” (n = 124; 40.5%). Contrary to previous studies, we did not observe women with better asthma control in pregnancy. Women belonging to the “worse” trajectory experienced frequent and stable activity limitation and inhaler use, as well as frequent and increasing nighttime symptoms (∼3 d/gestational week) and respiratory symptoms (∼5 times/wk). Women belonging to the “same” trajectory experienced infrequent and stable activity limitation, inhaler use, and respiratory symptoms, as well as infrequent and slightly increasing (∼1 d/gestational week) nighttime symptoms. Results from pregnant women without asthma (n = 107) suggest that pregnancy alone was not responsible for changes in symptoms over time. Conclusions: In this US-based obstetric cohort receiving care according to standard clinical practice, gestational asthma control worsened for about 40% of women.
KW - Algorithms
KW - Asthma
KW - Exacerbations
KW - Machine learning
KW - Pregnancy
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U2 - 10.1016/j.jaip.2021.09.048
DO - 10.1016/j.jaip.2021.09.048
M3 - Article
C2 - 34656801
AN - SCOPUS:85118346584
SN - 2213-2198
VL - 10
SP - 793-802.e10
JO - Journal of Allergy and Clinical Immunology: In Practice
JF - Journal of Allergy and Clinical Immunology: In Practice
IS - 3
ER -