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通过脂质途径对神经保护作用的因果中介分析。

Causal mediation analysis of the neuroprotection of through lipid pathways.

作者信息

Xiang Qingyan, Lok Judith J, Roth Nicole, Andersen Stacy L, Perls Thomas T, Song Zeyuan, Yashin Anatoli I, Mengel-From Jonas, Patti Gary J, Sebastiani Paola

机构信息

Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States.

Department of Mathematics and Statistics, Boston University, Boston, MA, United States.

出版信息

medRxiv. 2025 Jan 5:2025.01.03.25319984. doi: 10.1101/2025.01.03.25319984.

Abstract

BACKGROUND

Recent studies have revealed a strong association between the e2 allele of the Apolipoprotein E ( gene and lipid metabolites. In addition, carriers appear to be protected from cognitive decline and Alzheimer's disease. This correlation supports the hypothesis that lipids may mediate the protective effect of on cognitive function, thereby providing potential targets for therapeutic intervention.

METHODS

We conducted a causal mediation analysis to estimate both the direct effect of and its indirect effect through 19 lipid species on cognitive function, using metrics from the digital Clock Drawing Test (CDT) in 1291 Long Life Family Study (LLFS) participants. The CDT metrics included think-time, ink-time, and their sum as total-time to complete the test.

RESULTS

Compared to carriers of the common , carriers completed the CDT significantly faster. Two lipids showed protective mediation when elevated in the blood, resulting in shorter CDT think-time (CE 18:3), ink-time (TG 56:5), and total completion time (CE 18:3 and TG 56:5). Elevated TG 56:4, in contrast, showed deleterious mediation resulting in increased ink-time. The combined indirect effect through all lipids significantly mediated 23.1% of the total effect of 2 on total-time, reducing it by 0.92s (95% CI: 0.17, 2.00). Additionally, the sum of total indirect effect from all lipids also mediated 27.3% of the total effect on think-time, reducing it by 0.75s, and 13.6% of the total effect on ink-time, reducing it by 0.17s, though these reductions were statistically insignificant. Sensitivity analysis yielded consistent results of the combined indirect effects and total effects and identified additional significant lipid pathways (CE 22:6, TG 51:3, and TG 54:2).

CONCLUSIONS

We found that the combined indirect effect through all lipids could mediate 10%-27% of the total direct effect of on CDT times. We identified both protective and deleterious lipids, providing insights for new therapeutics targeting those lipids to modulate the protective effects of on cognition.

摘要

背景

最近的研究揭示了载脂蛋白E(ApoE)基因的e2等位基因与脂质代谢物之间存在密切关联。此外,携带该等位基因的个体似乎能预防认知能力下降和阿尔茨海默病。这种相关性支持了脂质可能介导ApoE对认知功能的保护作用这一假说,从而为治疗干预提供了潜在靶点。

方法

我们进行了因果中介分析,以评估ApoE的直接效应及其通过19种脂质对认知功能的间接效应,使用了1291名长寿家庭研究(LLFS)参与者的数字画钟试验(CDT)指标。CDT指标包括思考时间、书写时间及其总和即完成测试的总时间。

结果

与常见ApoE等位基因携带者相比,携带该等位基因的个体完成CDT的速度明显更快。两种脂质在血液中水平升高时显示出保护性中介作用,导致CDT思考时间(CE 18:3)、书写时间(TG 56:5)和总完成时间(CE 18:3和TG 56:5)缩短。相比之下,TG 56:4水平升高显示出有害中介作用,导致书写时间增加。通过所有脂质的综合间接效应显著介导了ApoE对总时间总效应的23.1%,使其减少了0.92秒(95%置信区间:0.17,2.00)。此外,所有脂质的总间接效应总和也介导了对思考时间总效应的27.3%,使其减少了0.75秒,以及对书写时间总效应的13.6%,使其减少了0.17秒,不过这些减少在统计学上不显著。敏感性分析得出了综合间接效应和总效应的一致结果,并确定了其他显著的脂质途径(CE 22:6、TG 51:3和TG 54:2)。

结论

我们发现通过所有脂质的综合间接效应可介导ApoE对CDT时间总直接效应的10%-27%。我们确定了具有保护作用和有害作用的脂质,为针对这些脂质的新疗法提供了思路,以调节ApoE对认知的保护作用。

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