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dc.contributor.authorBegum, S
dc.contributor.authorHinton, EC
dc.contributor.authorToumpakari, Z
dc.contributor.authorFrayling, TM
dc.contributor.authorHowe, L
dc.contributor.authorJohnson, L
dc.contributor.authorLawrence, N
dc.date.accessioned2023-07-07T11:11:02Z
dc.date.issued2023-07-06
dc.date.updated2023-07-07T10:15:24Z
dc.description.abstractBackground The mechanisms underlying genetic predisposition to higher body mass index (BMI) remain unclear. Methods We hypothesized that the relationship between BMI-genetic risk score (BMI-GRS) and BMI was mediated via disinhibition, emotional eating and hunger, and moderated by flexible (but not rigid) restraint within two UK cohorts: the Genetics of Appetite Study (GATE) (n = 2101, 2010–16) and the Avon Longitudinal Study of Parents and Children (ALSPAC) (n = 1679, 2014–18). Eating behaviour was measured by the Adult Eating Behaviour Questionnaire and Three-Factor Eating Questionaire-51. Results The association between BMI-GRS and BMI were partially mediated by habitual, emotional and situational disinhibition in the GATE/ALSPAC meta-mediation [standardized betaindirect 0.04, 95% confidence interval (CI) 0.02–0.06; 0.03, 0.01–0.04; 0.03, 0.01–0.04, respectively] external hunger and internal hunger in the GATE study (0.02, 0.01–0.03; 0.01, 0.001–0.02, respectively). There was evidence of mediation by emotional over/undereating and hunger in the ALSPAC study (0.02, 0.01–0.03; 0.01, 0.001–0.02; 0.01, 0.002–0.01, respectively). Rigid or flexible restraint did not moderate the direct association between BMI-GRS and BMI, but high flexible restraint moderated the effect of disinhibition subscales on BMI (reduction of the indirect mediation by -5% to -11% in GATE/ALSPAC) and external hunger (-5%) in GATE. High rigid restraint reduced the mediation via disinhibition subscales in GATE/ALSPAC (-4% to -11%) and external hunger (-3%) in GATE. Conclusions Genetic predisposition to a higher BMI was partly explained by disinhibition and hunger in two large cohorts. Flexible/rigid restraint may play an important role in moderating the impact of predisposition to higher BMI.en_GB
dc.description.sponsorshipMedical Research Council (MRC)en_GB
dc.description.sponsorshipNational Institute for Health and Care Research (NIHR)en_GB
dc.description.sponsorshipUniversity of Bristolen_GB
dc.description.sponsorshipEuropean Research Council (ERC)en_GB
dc.identifier.citationPublished online 6 July 2023en_GB
dc.identifier.doihttps://doi.org/10.1093/ije/dyad092
dc.identifier.grantnumberMR/N0137941/1en_GB
dc.identifier.grantnumber323195en_GB
dc.identifier.urihttp://hdl.handle.net/10871/133565
dc.identifierORCID: 0000-0003-1969-6637 (Lawrence, Natalia)
dc.identifierScopusID: 55983493400 (Lawrence, Natalia)
dc.language.isoenen_GB
dc.publisherOxford University Press (OUP) / International Epidemiological Associationen_GB
dc.relation.urlhttp://www.bristol.ac.uk/alspac/researchers/access/en_GB
dc.rights© The Author(s) 2023. Published by Oxford University Press on behalf of the International Epidemiological Association. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.en_GB
dc.subjectObesityen_GB
dc.subjectBMIen_GB
dc.subjectALSPACen_GB
dc.subjecteating behaviouren_GB
dc.subjectdietary restrainten_GB
dc.subjectdisinhibitionen_GB
dc.subjecthungeren_GB
dc.subjectgenesen_GB
dc.subjectgenetic risk scoreen_GB
dc.subjectappetiteen_GB
dc.titleMediation and moderation of genetic risk of obesity through eating behaviours in two UK cohortsen_GB
dc.typeArticleen_GB
dc.date.available2023-07-07T11:11:02Z
dc.identifier.issn0300-5771
dc.descriptionThis is the final version. Available on open access from Oxford University Press (OUP) via the DOI in this recorden_GB
dc.descriptionData availability: The data underlying this article are available upon request to the ALSPAC data portal. The ALSPAC data management plan describes in detail the policy regarding data sharing, which is through a system of managed open access. Full instructions for applying for data access can be found here: [http://www.bristol.ac.uk/alspac/researchers/access/].en_GB
dc.identifier.eissn1464-3685
dc.identifier.journalInternational Journal of Epidemiologyen_GB
dc.relation.ispartofInternational Journal of Epidemiology
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2023-06-07
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2023-06-06
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2023-07-07T11:07:23Z
refterms.versionFCDVoR
refterms.dateFOA2023-07-07T11:11:03Z
refterms.panelAen_GB
refterms.dateFirstOnline2023-07-06


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© The Author(s) 2023. Published by Oxford University Press on behalf of the International Epidemiological Association.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
Except where otherwise noted, this item's licence is described as © The Author(s) 2023. Published by Oxford University Press on behalf of the International Epidemiological Association. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.