Department of General Surgery, Lu'an Hospital Affiliated of Anhui Medical University (Lu'an City People's Hospital), Lu'an, Anhui, China.
Department of Gastrointestinal Surgery, The Second People's Hospital of Wuhu City (Affiliated Wuhu Hospital of East China Normal University), Wuhu, China.
Front Public Health. 2024 May 31;12:1351884. doi: 10.3389/fpubh.2024.1351884. eCollection 2024.
This study aimed to investigate the correlation between the triglyceride-glucose (TyG) index and the incidence of cholelithiasis.
In this investigation, a cross-sectional analysis was undertaken utilizing data from the US National Health and Nutrition Examination Survey (NHANES) spanning the years 2017 to 2020. The TyG index served as an independent predictor, while gallstone prevalence was considered the dependent variable of interest. We employed a multivariate logistic regression model to evaluate the interplay between these independent and dependent variables. To assess the presence of potential non-linear associations, sensitivity analysis was executed, utilizing inverse probability weighted validation, smooth curve fitting, and threshold effect analysis. In cases where non-linear relationships were observed, likelihood ratios were utilized to pinpoint potential inflection points. Ultimately, subgroup analyses were conducted to identify specific populations demonstrating heightened susceptibility to gallstone prevalence.
Encompassing 838 patients who self-reported gallstones, a total of 7,794 participants were included in the analytical cohort. A statistically significant disparity in the TyG index was observed when all individuals were categorized into gallstone patients and non-patients ( < 0.05). Logistic regression findings indicated a positive correlation between the TyG index and gallstone disease prevalence (OR = 1.28, 95% CI: 1.12, 1.47), with a strengthening association as the TyG index increased ( trend <0.01). The results were corroborated by the use of inverse probability weighting. Additionally, a non-linear connection between the TyG index and gallstone prevalence was identified (log-likelihood ratio < 0.01), with the optimal inflection point for TyG calculated at 8.96. In subgroup analysis, the positive relationship between the TyG index and gallstone prevalence was notably pronounced among black Americans under the age of 40 and female participants.
Alterations in the TyG index may potentially correlate with shifts in the prevalence of gallstones among adult populations in the United States. Elevated TyG index values may coincide with an augmented likelihood of gallstone occurrence.
本研究旨在探讨甘油三酯-葡萄糖(TyG)指数与胆石症发病率之间的相关性。
本研究采用横断面分析方法,利用美国国家健康和营养调查(NHANES)2017 年至 2020 年的数据。TyG 指数作为独立预测因子,胆囊结石患病率作为感兴趣的因变量。我们采用多元逻辑回归模型来评估这些独立和因变量之间的相互作用。为评估潜在的非线性关联,我们进行了敏感性分析,采用逆概率加权验证、平滑曲线拟合和阈值效应分析。在观察到非线性关系的情况下,利用似然比确定潜在的拐点。最后,进行亚组分析,以确定对胆囊结石患病率表现出更高易感性的特定人群。
在报告有胆囊结石的 838 名患者中,共有 7794 名参与者纳入分析队列。当将所有个体分为胆囊结石患者和非患者时,TyG 指数存在统计学显著差异( < 0.05)。逻辑回归结果表明,TyG 指数与胆囊结石病患病率呈正相关(OR=1.28,95%CI:1.12,1.47),随着 TyG 指数的增加,相关性增强(趋势<0.01)。使用逆概率加权验证结果得到了证实。此外,还发现 TyG 指数与胆囊结石患病率之间存在非线性关系(对数似然比<0.01),TyG 的最佳拐点计算为 8.96。在亚组分析中,在年龄在 40 岁以下的美国黑人以及女性参与者中,TyG 指数与胆囊结石患病率之间的正相关关系尤为显著。
TyG 指数的变化可能与美国成年人群中胆囊结石患病率的变化相关。TyG 指数升高可能与胆囊结石发生的可能性增加相关。