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多基因风险评分在时间型与健康风险行为关联中的作用

发布时间:2024-01-04 16:31 作者:rkjkys 浏览:
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Role of polygenic risk scores in the association between chronotype and health risk behaviors

多基因风险评分在时间型与健康风险行为关联中的作用

 

Authors: Yi ZhangShuqin LiYang XieWan XiaoHuiqiong XuZhengge JinRuoyu LiYuhui Wan & Fangbiao Tao

Source:BMC Psychiatry volume 23, Article number: 955 (2023

Doi: 10.1186/s12916-023-03173-2.

 

Abstract

Background

This study explores the association between chronotypes and adolescent health risk behaviors (HRBs) by testing how genetic background moderates these associations and clarifies the influence of chronotypes and polygenic risk score (PRS) on adolescent HRBs.

Methods

Using VOS-viewer software to select the corresponding data, this study used knowledge domain mapping to identify and develop the research direction with respect to adolescent risk factor type. Next, DNA samples from 264 students were collected for low-depth whole-genome sequencing. The sequencing detected HRB risk loci, 49 single nucleotide polymorphisms based to significant SNP. Subsequently, PRSs were assessed and divided into low, moderate, and high genetic risk according to the tertiles and chronotypes and interaction models were constructed to evaluate the association of interaction effect and clustering of adolescent HRBs. The chronotypes and the association between CLOCK-PRS and HRBs were examined to explore the association between chronotypes and mental health and circadian CLOCK-PRS and HRBs.

Results

Four prominent areas were displayed by clustering information fields in network and density visualization modes in VOS-viewer. The total score of evening chronotypes correlated with high-level clustering of HRBs in adolescents, co-occurrence, and mental health, and the difference was statistically significant. After controlling covariates, the results remained consistent. Three-way interactions between chronotype, age, and mental health were observed, and the differences were statistically significant. CLOCK-PRS was constructed to identify genetic susceptibility to the clustering of HRBs. The interaction of evening chronotypes and high genetic risk CLOCK-PRS was positively correlated with high-level clustering of HRBs and HRB co-occurrence in adolescents, and the difference was statistically significant. The interaction between the sub-dimensions of evening chronotypes and the high genetic CLOCK-PRS risk correlated with the outcome of the clustering of HRBs and HRB co-occurrence.

Conclusions

The interaction of PRS and chronotype and the HRBs in adolescents appear to have an association, and the three-way interaction between the CLOCK-PRS, chronotype, and mental health plays important roles for HRBs in adolescents.

 

摘要

背景

本研究通过测试遗传背景如何调节这些关联来探讨时间型与青少年健康风险行为 (HRB) 之间的关联,并阐明时间型和多基因风险评分 (PRS) 对青少年 HRB 的影响。

方法

本研究利用VOS-viewer软件选择相应数据,利用知识域图谱确定并制定青少年危险因素类型的研究方向。接下来,收集了 264 名学生的 DNA 样本进行低深度全基因组测序。测序检测HRB风险位点,49个基于显著SNP的单核苷酸多态性。随后,根据三分位数和时间型对PRS进行评估,分为低、中、高遗传风险,并构建交互模型,评估青少年HRBs交互效应与聚类的相关性。研究CLOCK-PRS与HRBs的表型及其相关性,探讨表型与心理健康、昼夜节律CLOCK-PRS与HRBs的关联。

结果

在VOS-viewer中,通过对网络和密度可视化模式下的信息字段进行聚类,显示了4个突出区域。晚间时间型总分与青少年HRBs、共生和心理健康的高水平聚类相关,差异有统计学意义。控制协变量后,结果保持一致。观察时间型、年龄和心理健康之间的三向交互作用,差异有统计学意义。构建 CLOCK-PRS 以确定对 HRB 聚类的遗传易感性。晚间时间型与高遗传风险CLOCK-PRS的交互作用与青少年HRBs和HRB共现的高水平聚类呈正相关,差异有统计学意义。晚间时间型子维度与高遗传CLOCK-PRS风险之间的交互作用与HRB聚类和HRB共现的结果相关。

结论

青少年PRS与时间型、HRBs的交互作用似乎存在关联,CLOCK-PRS、时间型与心理健康的三向交互作用对青少年HRBs起着重要作用。

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