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超越低密度脂蛋白胆固醇:在中国纵向队列中,不一致的小而密低密度脂蛋白胆固醇对高血压风险进行分层。

Beyond LDL-C: discordant small dense LDL cholesterol stratifies hypertension risk in a Chinese longitudinal cohort.

作者信息

Wu Xiaofei, Ma Chunfang, Chen Weihai, Liu Shan, Shen Hao, Li Xiangxiang

机构信息

Department of Emergency Medicine, Suzhou Ninth People's Hospital Affiliated to Soochow University, Suzhou, Jiangsu, China.

Department of Clinical Laboratory, Suzhou Ninth People's Hospital Affiliated to Soochow University, Suzhou, Jiangsu, China.

出版信息

Lipids Health Dis. 2025 Jun 23;24(1):221. doi: 10.1186/s12944-025-02637-z.

Abstract

BACKGROUND

This longitudinal study investigated small dense low-density lipoprotein cholesterol (sdLDL-C) and its discordance with ‌low-density lipoprotein cholesterol (LDL-C) as predictors of hypertension (HTN) incidence in a Chinese population.

METHODS

Sampson's equation was used to calculate sdLDL-C‌. Using data from 4,574 adults aged ≥ 45 from the ‌China Health and Retirement Longitudinal Study (CHARLS)‌, participants were stratified into three groups by sdLDL-C‌/LDL-C‌ percentile divergence (≥ 10%): discordantly low sdLDL-C, concordant, and discordantly high sdLDL-C. Cox regression analyses were performed to examine the relationship between sdLDL-C and HTN, adjusting for potential confounders. Additionally, we compared the LDL-C values derived from the Sampson equation with those measured by the homogeneous assay employed in this study.

RESULTS

Over 9 years, 1,826 (39.9%) developed HTN‌. Cox regression adjusted for confounders showed baseline log-transformed sdLDL-C independently predicted HTN risk (hazard ratio [HR]‌ = 1.36, 95% confidence interval [CI]‌:1.17-1.57). The discordantly high sdLDL-C group had 24% higher HTN risk versus the discordantly low group (‌HR‌ = 1.28, 95% ‌CI‌:1.13-1.45). Stratification by three LDL-C clinical thresholds and median values revealed individuals with low LDL-C but high sdLDL-C had the highest HTN risk (vs. low LDL-C/low sdLDL-C reference group in fully adjusted models). Despite strong correlation (Spearman's r = 0.956), systematic biases between direct LDL-C and Sampson methods may limit clinical interchangeability.

CONCLUSION

sdLDL-C, particularly its discordance with LDL-C, is independently associated with incident HTN risk in Chinese adults. These findings underscore sdLDL-C's potential to refine cardiovascular risk stratification and enhance precision prevention strategies.

摘要

背景

这项纵向研究调查了小而密低密度脂蛋白胆固醇(sdLDL-C)及其与低密度脂蛋白胆固醇(LDL-C)的不一致性,将其作为中国人群高血压(HTN)发病的预测指标。

方法

使用桑普森方程计算sdLDL-C。利用中国健康与养老追踪调查(CHARLS)中4574名年龄≥45岁成年人的数据,根据sdLDL-C/LDL-C百分位数差异(≥10%)将参与者分为三组:sdLDL-C不一致性低组、一致性组和sdLDL-C不一致性高组。进行Cox回归分析以检验sdLDL-C与HTN之间的关系,并对潜在混杂因素进行调整。此外,我们将桑普森方程得出的LDL-C值与本研究中采用的匀相测定法测得的值进行了比较。

结果

在9年多的时间里,1826人(39.9%)患上了HTN。经混杂因素调整的Cox回归显示,基线对数转换后的sdLDL-C可独立预测HTN风险(风险比[HR]=1.36,95%置信区间[CI]:1.17-1.57)。sdLDL-C不一致性高组的HTN风险比不一致性低组高24%(HR=1.28,95%CI:1.13-1.45)。按三个LDL-C临床阈值和中位数分层显示,LDL-C低但sdLDL-C高的个体HTN风险最高(在完全调整模型中与LDL-C低/sdLDL-C低参考组相比)。尽管存在强相关性(斯皮尔曼r=0.956),但直接LDL-C法与桑普森法之间的系统偏差可能会限制临床互换性。

结论

sdLDL-C,尤其是其与LDL-C的不一致性,与中国成年人发生HTN的风险独立相关。这些发现强调了sdLDL-C在完善心血管风险分层和加强精准预防策略方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1b3/12183903/c010e3c6a410/12944_2025_2637_Fig1_HTML.jpg

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