Zhang Yan, Zhen Fengya, Zhang Yaxing, An Cuixia
Department of Psychiatry, The First Hospital of Hebei Medical University, The Mental Health Center of Hebei Medical University, The Mental Health Institute of Hebei Medical University, Shijiazhuang, Hebei, China.
Front Psychiatry. 2025 Jan 13;15:1506726. doi: 10.3389/fpsyt.2024.1506726. eCollection 2024.
Studies have shown associations between Body Mass Index (BMI), High-Sensitivity C-reactive protein (HSCRP), and depressive symptoms(DP). However, the complex relationship between them remains uncertain. The objective of this research is to examine the correlation between them in a substantial sample that is representative of the national level.
Our analysis was based on the 2015-2016National Health and Nutrition Examination Survey (NHANES).DP was measured by the Patient Health Questionnaire-9 (PHQ-9). Using multivariable logistic regression analysis and stratified analysis, we examined the relationship between BMI, HSCRP, and DP. We applied generalized additive models to explore the non-linear relationships among variables.
This study included a total of 4834 participants. The results revealed that BMI (=0.002) and HSCRP (=0.008) were risk factors for DP. The relationship between BMI and DP (=0.035), BMI and HSCRP (<0.001) were non-linear. The nonlinear association between HSCRP and DP (=0.031), BMI and DP (=9e-04) is significant in females when stratified by gender. No nonlinear association was found between BMI and DP ( =0.677) and between HSCRP and DP ( =0.439) in males. The results of the interaction test reveal a significant interaction between HSCRP and gender.
Research has found both BMI and HSCRP are risk factors for DP and the relationship between them was non-linear. The nonlinear associations between BMI and DP, as well as between HSCRP and DP, are gender-dependent.
研究表明体重指数(BMI)、高敏C反应蛋白(HSCRP)与抑郁症状(DP)之间存在关联。然而,它们之间的复杂关系仍不明确。本研究的目的是在一个具有全国代表性的大样本中检验它们之间的相关性。
我们的分析基于2015 - 2016年全国健康与营养检查调查(NHANES)。抑郁症状通过患者健康问卷-9(PHQ - 9)进行测量。我们使用多变量逻辑回归分析和分层分析来检验BMI、HSCRP与抑郁症状之间的关系。我们应用广义相加模型来探索变量之间的非线性关系。
本研究共纳入4834名参与者。结果显示BMI(=0.002)和HSCRP(=0.008)是抑郁症状的危险因素。BMI与抑郁症状之间的关系(=0.035)、BMI与HSCRP之间的关系(<0.001)是非线性的。按性别分层时,HSCRP与抑郁症状之间的非线性关联(=0.031)、BMI与抑郁症状之间的非线性关联(=9e - 04)在女性中显著。在男性中,未发现BMI与抑郁症状之间(=0.677)以及HSCRP与抑郁症状之间(=0.439)存在非线性关联。交互作用检验结果显示HSCRP与性别之间存在显著交互作用。
研究发现BMI和HSCRP都是抑郁症状的危险因素,且它们之间的关系是非线性的。BMI与抑郁症状之间以及HSCRP与抑郁症状之间的非线性关联存在性别差异。