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Understanding Social Inequalities in Childhood Asthma: Quantifying the Mediating Role of Modifiable Early-Life Risk Factors in Seven Birth Cohorts in the EU Child Cohort Network

26 Pages Posted: 26 Mar 2024

See all articles by Angela Pinot de Moira

Angela Pinot de Moira

University of Copenhagen - Section of Epidemiology

Anne V. Aurup

University of Copenhagen

Demetris Avraam

University of Liverpool

Daniela Zugna

University of Turin

Aksel Karl Georg Jensen

University of Copenhagen

Marieke Welten

Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC)

Timothy James Cadman

University of Copenhagen

Blandine de Lauzon-Guillain

University of Paris - Centre for Research in Epidemiology and Statistics (CRESS)

Liesbeth Duijts

Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC)

Ahmed Elhakeem

University of Bristol

Ana Esplugues

University of Valencia

Judith Garcia-Aymerich

Barcelona Institute for Global Health (ISGlobal)

Gonzalo García-Baquero

University of Salamanca

Llúcia González-Safont

University of Valencia

Jennifer R. Harris

Norwegian Institute of Public Health

Carmen Íñiguez

University of Valencia

Vincent W.V. Jaddoe

Erasmus University Rotterdam (EUR) - The Generation R Study Group

Rosie Mceachan

NHS Foundation Trust - Bradford Institute for Health Research

Johanna LT Nader

Norwegian Institute of Public Health

Loreto Santa-Marina

Biodonostia Health Research Institute

Morris Swertz

University of Groningen - University Medical Center Groningen

Muriel Tafflet

University of Paris - Centre for Research in Epidemiology and Statistics (CRESS)

Martine Virjheid

University of Barcelona - Institut de Salut Global de Barcelona (ISGlobal)

John Wright

NHS Foundation Trust - Bradford Institute for Health Research

Tiffany Yang

NHS Foundation Trust - Bradford Institute for Health Research

David C. Taylor-Robinson

University of Liverpool - Department of Public Health, Policy and Systems

Lorenzo Richiardi

University of Turin and CPO Piemonte - Cancer Epidemiology Unit

Anne-Marie Nybo Andersen

University of Copenhagen - Section of Epidemiology

More...

Abstract

Background: Children growing up in disadvantaged socioeconomic circumstances (SECs) have an increased risk of asthma. This study aimed to increase our understanding of the pathways to inequalities in asthma and potential targets for intervention by i) examining how the social patterning of asthma and its early-life risk factors varies across country contexts; ii) quantifying the mediation of observed inequalities by early-life risk factors.

Methods: We used data for 107,884 mother-child dyads from seven European birth cohorts across six countries. Maternal education was the primary exposure measure of early-life SECs. The outcome was current asthma at school-age (4-12y). Inequalities were examined using multivariable regression and random effects meta-analysis. The mediating effects of early-life risk factors (maternal smoking during pregnancy, adverse birth outcomes and breastfeeding duration) were examined using counterfactual mediation analysis.

Results: In meta-analysis, children of mothers with low/medium versus high education had a 17% (95% CI 8%-27%, I2=21·6%) increased risk of asthma. Cohort-specific risk ratios ranged between 1·07 (0·97–1·18, DNBC-Denmark) and 1·61 (1·08–2·40, EDEN-France). The early-life risk factors were similarly socially patterned, but with greater heterogeneity across cohorts (I2 range=66·2-95·3%). The mediation analysis suggested that these factors play a relevant role in mediating observed inequalities (proportion mediated range: 0·08-0·72).

Interpretation: There was a consistent tendency for children from less advantaged SECs to be at greater risk of asthma in the European cohorts examined. Our results suggest that public health interventions in the perinatal period may potentially reduce these inequalities.

Funding: AP was supported by a Lundbeck Foundation Postdoctoral Fellowship (R264-2017-3099) and an NHLI Research Fellowship during the study. DTR is funded by an NIHR Research Professorship (NIHR302438) and by the NIHR School for Public Health Research (PD-SPH-2015). This study has received funding from the European Union’s Horizon 2020 research and innovation programme (Grant Agreement No. 733206 LifeCycle, Grant Agreement No. 824989 EUCAN-Connect).

Declaration of Interest: All authors declare no competing interests.

Keywords: childhood asthma, socioeconomic inequalities, socioeconomic circumstances, mediators, mediation analysis, early-life, cross-cohort analysis, birth cohort, lifecourse epidemiology

Suggested Citation

Pinot de Moira, Angela and Aurup, Anne V. and Avraam, Demetris and Zugna, Daniela and Jensen, Aksel Karl Georg and Welten, Marieke and Cadman, Timothy James and de Lauzon-Guillain, Blandine and Duijts, Liesbeth and Elhakeem, Ahmed and Esplugues, Ana and Garcia-Aymerich, Judith and García-Baquero, Gonzalo and González-Safont, Llúcia and Harris, Jennifer R. and Íñiguez, Carmen and Jaddoe, Vincent W.V. and Mceachan, Rosie and Nader, Johanna LT and Santa-Marina, Loreto and Swertz, Morris and Tafflet, Muriel and Virjheid, Martine and Wright, John and Yang, Tiffany and Taylor-Robinson, David C. and Richiardi, Lorenzo and Andersen, Anne-Marie Nybo, Understanding Social Inequalities in Childhood Asthma: Quantifying the Mediating Role of Modifiable Early-Life Risk Factors in Seven Birth Cohorts in the EU Child Cohort Network. Available at SSRN: https://ssrn.com/abstract=4771384 or http://dx.doi.org/10.2139/ssrn.4771384

Angela Pinot de Moira (Contact Author)

University of Copenhagen - Section of Epidemiology ( email )

Denmark

Anne V. Aurup

University of Copenhagen ( email )

Nørregade 10
Copenhagen, DK-1165
Denmark

Demetris Avraam

University of Liverpool ( email )

Chatham Street
Brownlow Hill
Liverpool, L69 7ZA
United Kingdom

Daniela Zugna

University of Turin ( email )

Via Po 53
Torino, 10100
Italy

Aksel Karl Georg Jensen

University of Copenhagen ( email )

Nørregade 10
Copenhagen, DK-1165
Denmark

Marieke Welten

Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC) ( email )

Timothy James Cadman

University of Copenhagen ( email )

Blandine De Lauzon-Guillain

University of Paris - Centre for Research in Epidemiology and Statistics (CRESS) ( email )

Liesbeth Duijts

Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC) ( email )

Ahmed Elhakeem

University of Bristol ( email )

University of Bristol,
Senate House, Tyndall Avenue
Bristol, Avon BS8 ITH
United Kingdom

Ana Esplugues

University of Valencia ( email )

Avda. de los Naranjos s/n
Valencia, E-46022
Spain

Judith Garcia-Aymerich

Barcelona Institute for Global Health (ISGlobal) ( email )

Gonzalo García-Baquero

University of Salamanca ( email )

Campus Miguel de Unamuno
ES-37007 Salamanca, 23007
Spain

Llúcia González-Safont

University of Valencia ( email )

Jennifer R. Harris

Norwegian Institute of Public Health ( email )

PO Box 4404
Nydalen, N-0403
Oslo
Norway

Carmen Íñiguez

University of Valencia ( email )

Vincent W.V. Jaddoe

Erasmus University Rotterdam (EUR) - The Generation R Study Group ( email )

Netherlands

Rosie Mceachan

NHS Foundation Trust - Bradford Institute for Health Research

Bradford
United Kingdom

Johanna LT Nader

Norwegian Institute of Public Health ( email )

Loreto Santa-Marina

Biodonostia Health Research Institute ( email )

Spain

Morris Swertz

University of Groningen - University Medical Center Groningen ( email )

Muriel Tafflet

University of Paris - Centre for Research in Epidemiology and Statistics (CRESS) ( email )

Paris
France

Martine Virjheid

University of Barcelona - Institut de Salut Global de Barcelona (ISGlobal) ( email )

John Wright

NHS Foundation Trust - Bradford Institute for Health Research

Bradford
United Kingdom

Tiffany Yang

NHS Foundation Trust - Bradford Institute for Health Research ( email )

Bradford
United Kingdom

David C. Taylor-Robinson

University of Liverpool - Department of Public Health, Policy and Systems

Liverpool, L69 3GB
United Kingdom

Lorenzo Richiardi

University of Turin and CPO Piemonte - Cancer Epidemiology Unit ( email )

Italy

Anne-Marie Nybo Andersen

University of Copenhagen - Section of Epidemiology ( email )

Denmark

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