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甘油三酯-葡萄糖指数轨迹与HIV感染者的心血管疾病相关:来自2005年至2022年中国一项前瞻性队列研究的证据。

The triglyceride-glucose index trajectories are associated with cardiovascular diseases in people living with HIV: evidence from a prospective cohort study in China, 2005-2022.

作者信息

Luo Yinsong, Sun Liqin, He Yun, Zhao Fang, Shan Duo, Bu Fan, Ge Lingyun, Li Xiaorui, Hu Yiyao, Xiao Xi, Lu Hongzhou, Liu Jiaye

机构信息

School of Public Health, Shenzhen University Medical School, No. 1066 Xueyuan Avenue, Shenzhen, 518060, China.

Department of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Shenzhen, China.

出版信息

BMC Public Health. 2025 Feb 5;25(1):465. doi: 10.1186/s12889-025-21744-1.

Abstract

BACKGROUND

The triglyceride-glucose (TyG) index has been validated as a novel biomarker for cardiovascular disease (CVD) risk. However, the prospective relationship between baseline and long-term trajectories of the TyG index and CVD risk in people living with HIV (PLWH) remains unexplored.

METHODS

This cohort study included 16,122 treatment-naive PLWH who initiated antiretroviral therapy (ART) at the Third People's Hospital of Shenzhen from 2005 to 2022. The TyG index was calculated as Ln [fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. Group-based trajectory modeling was used to identify distinct TyG index trajectories over the follow-up period. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using multivariate Cox proportional hazards models to assess the association between TyG index trajectories and CVD risk. Nonlinear relationships were investigated using a restricted cubic spline plot.

RESULTS

During a median follow-up of 70 months, 214 PLWH developed CVD. Each 1-standard deviation (SD) increase in the baseline TyG index was associated with a 39% higher risk of CVD (HR 1.39, 95% CI 1.22, 1.59) after adjusting for covariates. Participants were categorized into four distinct TyG trajectory groups: low-stable, low-moderate-stable, high-moderate-stable, and high-increasing. After multivariate adjustment, the high-increasing trajectory group had a 2.92-fold (95% CI 1.68, 5.05) increased risk of CVD compared to the low-stable group. The restricted cubic spline plot showed an upward trend between the baseline TyG index and the CVD occurrence (P < 0.001), with the threshold at 8.479 for all HIV patients. Significantly positive correlations between the TyG index and CVD were observed both below the TyG threshold with HR 3.38 (95% CI 1.07, 10.68) and above the threshold with HR 1.43 (95% CI 1.07, 1.92) (both P < 0.05). After stratifying by sex, the spline curves in men were nearly identical to those observed in the overall HIV-infected population. While women also demonstrated a nonlinear association with a similar threshold (8.484), the relationship above the threshold was not statistically significant.

CONCLUSIONS

Higher baseline TyG index levels and the high-increasing trajectory were significantly associated with increased CVD risk in PLWH. These findings underscore the TyG index as a valuable marker for CVD risk assessment in PLWH, particularly in male populations. Incorporating TyG index monitoring into routine clinical assessments could enhance risk stratification and inform tailored prevention strategies. Further studies are needed to validate these findings in other cohorts and to explore their applicability in women.

摘要

背景

甘油三酯-葡萄糖(TyG)指数已被确认为心血管疾病(CVD)风险的一种新型生物标志物。然而,HIV感染者(PLWH)中TyG指数的基线与长期轨迹之间以及与CVD风险之间的前瞻性关系仍未得到探索。

方法

这项队列研究纳入了2005年至2022年期间在深圳市第三人民医院开始接受抗逆转录病毒治疗(ART)的16122例初治PLWH。TyG指数计算公式为Ln[空腹甘油三酯(mg/dL)×空腹血糖(mg/dL)/2]。基于组的轨迹模型用于确定随访期间不同的TyG指数轨迹。使用多变量Cox比例风险模型计算风险比(HR)和95%置信区间(CI),以评估TyG指数轨迹与CVD风险之间的关联。使用受限立方样条图研究非线性关系。

结果

在中位随访70个月期间,214例PLWH发生了CVD。在调整协变量后,基线TyG指数每增加1个标准差(SD),CVD风险升高39%(HR 1.39,95%CI 1.22,1.59)。参与者被分为四个不同的TyG轨迹组:低稳定组、低-中度稳定组、高-中度稳定组和高增长组。多变量调整后,高增长轨迹组与低稳定组相比,CVD风险增加2.92倍(95%CI 1.68,5.05)。受限立方样条图显示基线TyG指数与CVD发生之间呈上升趋势(P<0.001),所有HIV患者的阈值为8.479。在TyG阈值以下观察到TyG指数与CVD之间存在显著正相关,HR为3.38(95%CI 1.07,10.68),在阈值以上HR为1.43(95%CI 1.07,1.92)(均P<0.05)。按性别分层后,男性的样条曲线与整个HIV感染人群中观察到的曲线几乎相同。虽然女性也表现出具有相似阈值(8.484)的非线性关联,但阈值以上的关系无统计学意义。

结论

较高的基线TyG指数水平和高增长轨迹与PLWH的CVD风险增加显著相关。这些发现强调了TyG指数是PLWH中CVD风险评估的一个有价值的标志物,特别是在男性人群中。将TyG指数监测纳入常规临床评估可以加强风险分层并为量身定制的预防策略提供依据。需要进一步研究在其他队列中验证这些发现,并探索其在女性中的适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c7f/11800576/cf2ebb9fd95f/12889_2025_21744_Fig1_HTML.jpg

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