Sosa Sofia, Severo Milton, Silva Catarina Campos, Lopes Carla
EPIUnit - Institute of Public Health, University of Porto, Porto, Portugal.
Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal.
Eur J Nutr. 2025 May 30;64(5):195. doi: 10.1007/s00394-025-03688-9.
Free sugar (FS) intake is linked to obesity, but most evidence is cross-sectional. Few studies have explored early-life FS intake trajectories with later cardiometabolic risk markers (CRM).
To estimate associations between the trajectories of FS intake and CRM during childhood using a longitudinal and cross-sectional analysis and two dietary assessment methods.
Participants are from the G21 cohort evaluated at 4, 7, 10, and 13y. Dietary intake was assessed through food diaries and food frequency questionnaries (FFQ). FS was measured using a 10-step adapted methodology based on the WHO definition. CRM analyzed included BMI, waist circumference (WC), HOMA-IR, HDL, triglycerides, and systolic blood pressure. Linear mixed-effect models were used to estimate cross-sectional and longitudinal associations between FS trajectories, and CRM. Two regression models were considered: model 1 (crude) and model 2 (adjusted for parity, mothers’ education, mothers’ weight pre-pregnancy, breastfeeding, physical activity, weight for gestational age, and energy intake).
Considering data from food diaries and after adjustment, the longitudinal analysis presented positive significant associations between FS intake(/10 g) and CRM, particularly within adiposity variables: BMI (β = 0.044, 95%CI = 0.000;0.088), WC (β = 0.240 95%CI = 0.093;0.386) and HOMA (β = 0.015, 95%CI = 0.003;0.028). In contrast, cross-sectional analyses showed negative associations for the same variables. When using data from FFQ similar results were observed as in diaries. A sensitivity analysis only in plausible reporters supported the previous results in both epidemiological approaches.
This study supports the adverse effects of FS on CRM during childhood, independently of the dietary assessment method. Longitudinal approaches are relevant to obtaining accurate associations.
游离糖(FS)摄入量与肥胖有关,但大多数证据是横断面研究。很少有研究探讨生命早期FS摄入量轨迹与后期心脏代谢风险标志物(CRM)之间的关系。
采用纵向和横断面分析以及两种膳食评估方法,估计儿童期FS摄入量轨迹与CRM之间的关联。
参与者来自G21队列,分别在4岁、7岁、10岁和13岁时进行评估。通过食物日记和食物频率问卷(FFQ)评估膳食摄入量。FS采用基于世界卫生组织定义的10步调整方法进行测量。分析的CRM包括体重指数(BMI)、腰围(WC)、胰岛素抵抗稳态模型评估(HOMA-IR)、高密度脂蛋白(HDL)、甘油三酯和收缩压。使用线性混合效应模型估计FS轨迹与CRM之间的横断面和纵向关联。考虑了两个回归模型:模型1(粗模型)和模型2(调整了胎次、母亲教育程度、母亲孕前体重、母乳喂养、身体活动、出生体重与胎龄比以及能量摄入)。
考虑食物日记数据并经过调整后,纵向分析显示FS摄入量(/10g)与CRM之间存在显著正相关,尤其是在肥胖相关变量中:BMI(β = 0.044,95%置信区间 = 0.000;0.088)、WC(β = 0.240,95%置信区间 = 0.093;0.386)和HOMA(β = 0.015,95%置信区间 = 0.003;0.028)。相比之下,横断面分析显示相同变量之间存在负相关。使用FFQ数据时,观察到与日记数据类似的结果。仅在合理报告者中进行的敏感性分析在两种流行病学方法中均支持先前的结果。
本研究支持FS在儿童期对CRM的不良影响,与膳食评估方法无关。纵向研究方法对于获得准确的关联至关重要。