Department of Public Health, University of Helsinki, Helsinki, Finland.
Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.
Int J Behav Nutr Phys Act. 2021 Nov 4;18(1):139. doi: 10.1186/s12966-021-01205-9.
Many genes and molecular pathways are associated with obesity, but the mechanisms from genes to obesity are less well known. Eating behaviors represent a plausible pathway, but because the relationships of eating behaviors and obesity may be bi-directional, it remains challenging to resolve the underlying pathways. A longitudinal approach is needed to assess the contribution of genetic risk during the development of obesity in childhood. In this study we aim to examine the relationships between the polygenic risk score for body mass index (PRS-BMI), parental concern of overeating and obesity indices during childhood.
The IDEFICS/I.Family study is a school-based multicenter pan-European cohort of children observed for 6 years (mean ± SD follow-up 5.8 ± 0.4). Children examined in 2007/2008 (wave 1) (mean ± SD age: 4.4 ± 1.1, range: 2-9 years), in 2009/2010 (wave 2) and in 2013/2014 (wave 3) were included. A total of 5112 children (49% girls) participated at waves 1, 2 and 3. For 2656 children with genome-wide data we constructed a PRS based on 2.1 million single nucleotide polymorphisms. Z-score BMI and z-score waist circumference (WC) were assessed and eating behaviors and relevant confounders were reported by parents via questionnaires. Parental concern of overeating was derived from principal component analyses from an eating behavior questionnaire.
In cross-lagged models, the prospective associations between z-score obesity indices and parental concern of overeating were bi-directional. In mediation models, the association between the PRS-BMI and parental concern of overeating at wave 3 was mediated by baseline z-BMI (β = 0.16, 95% CI: 0.10, 0.21) and baseline z-WC (β = 0.17, 95% CI: 0.11, 0.23). To a lesser extent, baseline parental concern of overeating also mediated the association between the PRS-BMI and z-BMI at wave 3 (β = 0.10, 95% CI: 0.07, 0.13) and z-WC at wave 3 (β = 0.09, 95% CI: 0.07, 0.12).
The findings suggest that the prospective associations between obesity indices and parental concern of overeating are likely bi-directional, but obesity indices have a stronger association with future parental concern of overeating than vice versa. The findings suggest parental concern of overeating as a possible mediator in the genetic susceptibility to obesity and further highlight that other pathways are also involved. A better understanding of the genetic pathways that lead to childhood obesity can help to prevent weight gain.
Registry number: ISRCTN62310987 Retrospectively registered 17 September 2018.
许多基因和分子途径与肥胖有关,但基因到肥胖的机制知之甚少。饮食行为是一种合理的途径,但由于饮食行为和肥胖之间的关系可能是双向的,因此仍然难以确定潜在的途径。需要采用纵向方法来评估儿童肥胖发展过程中遗传风险的贡献。在这项研究中,我们旨在研究体重指数多基因风险评分(PRS-BMI)、父母对暴食和肥胖指数的担忧与儿童时期肥胖之间的关系。
IDEFICS/I.Family 研究是一项基于学校的泛欧儿童队列研究,对儿童进行了 6 年的观察(平均随访 5.8 ± 0.4 年)。2007/2008 年(第 1 波)(平均年龄 ± 标准差:4.4 ± 1.1,范围:2-9 岁)、2009/2010 年(第 2 波)和 2013/2014 年(第 3 波)接受检查的儿童被纳入研究。共有 5112 名儿童(49%为女孩)参加了第 1、2 和 3 波研究。对于有全基因组数据的 2656 名儿童,我们基于 210 万个单核苷酸多态性构建了一个 PRS。评估了 Z 分数体重指数和 Z 分数腰围(WC),并通过问卷由父母报告饮食行为和相关混杂因素。父母对暴食的担忧是通过饮食行为问卷的主成分分析得出的。
在交叉滞后模型中,肥胖指数与父母对暴食的担忧的前瞻性关联是双向的。在中介模型中,第 3 波时 PRS-BMI 与父母对暴食的担忧之间的关联通过基线 z-BMI(β=0.16,95%CI:0.10,0.21)和基线 z-WC(β=0.17,95%CI:0.11,0.23)进行介导。在较小程度上,基线父母对暴食的担忧也介导了第 3 波时 PRS-BMI 与 z-BMI(β=0.10,95%CI:0.07,0.13)和 z-WC(β=0.09,95%CI:0.07,0.12)之间的关联。
研究结果表明,肥胖指数与父母对暴食的担忧之间的前瞻性关联可能是双向的,但肥胖指数与未来父母对暴食的担忧之间的关联强于反之。这些发现表明,父母对暴食的担忧可能是肥胖遗传易感性的一个中介因素,并进一步强调了其他途径也参与其中。更好地了解导致儿童肥胖的遗传途径有助于预防体重增加。
注册号:ISRCTN62310987 于 2018 年 9 月 17 日回顾性注册。