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从青少年到成年早期慢性亚临床炎症与肥胖之间纵向关系的洞察:双轨迹分析。

Insight into the longitudinal relationship between chronic subclinical inflammation and obesity from adolescence to early adulthood: a dual trajectory analysis.

机构信息

Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia.

College of Science, Health, Engineering and Education, Murdoch University, 90 South Street, Murdoch, WA, 6150, Australia.

出版信息

Inflamm Res. 2021 Jul;70(7):799-809. doi: 10.1007/s00011-021-01474-x. Epub 2021 Jun 2.

Abstract

OBJECTIVES AND DESIGN

This study aimed to understand the longitudinal relationship between C-reactive protein (CRP) and body mass index (BMI) from adolescence to early adulthood.

METHODS

CRP and BMI were collected from participants of the Raine Study Gen2 at 14-, 17-, 20- and 22-year follow-ups (n = 1312). A dual trajectory analysis was conducted to assess the association between CRP and BMI trajectories, providing conditional probabilities of membership of CRP trajectory membership given BMI trajectory membership. Best model fit was assessed by systematically fitting two to eight trajectory groups with linear and quadratic terms and comparing models according to the Bayesian Information Criterion statistic.

RESULTS

The three CRP trajectories were; "stable-low" (71.0%), "low-to-high" (13.8%) and "stable-high" (15.2%). Participants in a "high-increasing" BMI trajectory had a higher probability of being in the "stable-high" CRP trajectory (60.4% of participants). In contrast, individuals in the "medium-increasing" BMI trajectory did not have a significantly increased probability of being in the "stable-high" CRP trajectory.

CONCLUSIONS

These findings support that chronic sub-clinical inflammation is present through adolescence into early adulthood in some individuals. Targeting chronic sub-clinical inflammation though obesity prevention strategies may be important for improving future health outcomes.

摘要

目的和设计

本研究旨在从青少年到成年早期理解 C 反应蛋白 (CRP) 和体重指数 (BMI) 的纵向关系。

方法

从 Raine 研究 Gen2 的参与者在 14 岁、17 岁、20 岁和 22 岁的随访中收集 CRP 和 BMI(n=1312)。进行双轨迹分析以评估 CRP 和 BMI 轨迹之间的关联,提供 CRP 轨迹成员身份的条件概率,给定 BMI 轨迹成员身份。通过系统地拟合线性和二次项的两个到八个轨迹组,并根据贝叶斯信息准则统计量比较模型,评估最佳模型拟合度。

结果

CRP 的三个轨迹分别为:“稳定低”(71.0%)、“低到高”(13.8%)和“稳定高”(15.2%)。处于“高增长”BMI 轨迹的参与者处于“稳定高”CRP 轨迹的可能性更高(60.4%的参与者)。相比之下,处于“中增长”BMI 轨迹的个体并不显著增加处于“稳定高”CRP 轨迹的可能性。

结论

这些发现支持一些个体在青少年时期到成年早期存在慢性亚临床炎症。通过肥胖预防策略靶向慢性亚临床炎症可能对改善未来的健康结果很重要。

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