Proteome-Wide Mendelian Randomisation Identifies Causal Links of Plasma Proteins With Periodontitis

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
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Abstract

Objective

Periodontitis is a complex and multifactorial disease and it is challenging to decipher its underlying causes and mechanisms. This study attempted to explore potential circulating proteins in connection to periodontitis through proteome-wide Mendelian randomisation (MR).

Methods

We analysed 1722 circulating proteins to identify prospective drug targets for tackling periodontitis, using the genomic dataset from the FinnGen study. Two-sample MR was conducted to evaluate the bidirectional relationship between circulating proteins and periodontitis risk. A dataset from the UK Biobank was used to validate the findings. Single-cell analysis was performed to assess the cellular expression of the identified proteins within gingival tissues.

Results

MR analyses found that genetically predicted circulating levels of von Willebrand factor A domain-containing 1 (von Willebrand factor A domain containing 1 [VWA1], odds ratios: 0.94, 95% CI 0.92-0.97, P = 1.28 × 10−5) were inversely associated with periodontitis. In contrast, the level of growth differentiation factor 15 (growth differentiation factor 15 [GDF15], odds ratios: 1.05, 95% CI 1.02-1.07, P = 2.12 × 10−5) might be associated with an increased risk of periodontitis. Single-cell analysis indicated that VWA1 was primarily expressed in endothelial cells of healthy gingival tissues, while the main source of GDF15 was not derived from periodontal cells.

Conclusions

The present study suggests that certain plasma proteins like VWA1 and GDF15 may be potentially indicative of the risk and susceptibility to periodontitis. These proteins could possibly be the potential therapeutic targets for treating periodontitis, and further investigation is highly warranted.
蛋白质组全孟德尔随机化确定血浆蛋白质与牙周炎的因果关系
目的:牙周炎是一种复杂的多因素疾病,破译其根本原因和机制具有挑战性。本研究试图通过全蛋白质组孟德尔随机化(MR)来探索与牙周炎有关的潜在循环蛋白质:方法:我们分析了1722种循环蛋白,利用FinnGen研究的基因组数据集确定了应对牙周炎的潜在药物靶点。通过双样本MR来评估循环蛋白与牙周炎风险之间的双向关系。英国生物库的数据集用于验证研究结果。进行了单细胞分析,以评估牙龈组织中已识别蛋白质的细胞表达情况:磁共振分析发现,根据基因预测的循环中含冯-维勒布兰德因子 A 结构域 1 的水平(含冯-维勒布兰德因子 A 结构域 1 [VWA1],几率比:0.94, 95% CI, 0.94, 0.94, 0.950.94,95% CI 0.92-0.97,P = 1.28 × 10-5)与牙周炎成反比。相比之下,生长分化因子 15(生长分化因子 15 [GDF15],几率比:1.05,95% CI 0.92-0.97,P = 1.28 × 10-5)的水平与牙周炎呈反向关系:1.05,95% CI 1.02-1.07,P = 2.12 × 10-5)可能与牙周炎风险增加有关。单细胞分析表明,VWA1主要在健康牙龈组织的内皮细胞中表达,而GDF15的主要来源并非牙周细胞:本研究表明,VWA1 和 GDF15 等某些血浆蛋白可能是牙周炎风险和易感性的潜在指标。这些蛋白可能是治疗牙周炎的潜在治疗靶点,因此非常值得进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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