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利用单细胞 RNA 测序技术研究牙周炎易感基因在人牙龈中的表达。

Expression of periodontitis susceptibility genes in human gingiva using single-cell RNA sequencing.

机构信息

Faculty of Dentistry, Oral & Craniofacial Sciences, Centre for Craniofacial and Regenerative Biology, King's College London, London, UK.

Unilever R&D, Sharnbrook, UK.

出版信息

J Periodontal Res. 2022 Dec;57(6):1210-1218. doi: 10.1111/jre.13057. Epub 2022 Sep 28.

Abstract

OBJECTIVE

Single-cell transcriptomics was used to determine the possible cell-type specificity of periodontitis susceptibility genes.

BACKGROUND

The last decade has witnessed remarkable advances in the field of human genomics. Despite many advances, the genetic factors associated with or contributing to the periodontitis pathogenesis have only been identified to a limited extent and are often poorly validated. Confirming whether a given single nucleotide polymorphism has an association with periodontitis requires a robust mechanistic explanation on the functional consequences of a given genetic variant.

METHODS

We globally assessed the expression of 26 disease-associated genes identified by GWAS within the gingival mucosa. A total of 12 411 cells from 4 different donors were analysed. Differentially expressed genes were analysed using Seurat, a non-parametric Wilcoxon rank sum test. The minimum threshold for significance was defined as p < .05.

RESULTS

This exploration at a cellular-level suggests diverse populations contributing to disease pathogenesis, with macrophages expressing a higher number of the analysed disease-associated genes. IL1B, PTGS2, FCGR2A, IL10 and IL1A specifically showed a more restricted expression in the myeloid lineages.

CONCLUSION

This short report combines human genetics and single-cell genomics to better understand periodontitis by mapping variants to predict their cells of action and putative functions. These findings seem to suggest that innate cell dysfunction is linked to disease susceptibility.

摘要

目的

利用单细胞转录组学确定牙周炎易感基因的可能细胞类型特异性。

背景

过去十年,人类基因组学领域取得了显著进展。尽管取得了许多进展,但与牙周炎发病机制相关或有助于其发病机制的遗传因素仅在有限程度上得到确定,且往往验证不足。要确认给定的单核苷酸多态性是否与牙周炎有关,需要对特定遗传变异的功能后果进行强有力的机制解释。

方法

我们在牙龈黏膜中对通过全基因组关联研究(GWAS)确定的 26 个疾病相关基因的表达进行了全面评估。对来自 4 个不同供体的 12411 个细胞进行了分析。使用 Seurat 分析差异表达基因,这是非参数 Wilcoxon 秩和检验。显著性的最小阈值定义为 p <.05。

结果

这项细胞水平的探索表明,多种群体参与了疾病的发病机制,其中巨噬细胞表达了更多分析的疾病相关基因。IL1B、PTGS2、FCGR2A、IL10 和 IL1A 特别在髓系中表现出更受限的表达。

结论

本简短报告将人类遗传学和单细胞基因组学相结合,通过将变体映射到预测其作用细胞和潜在功能来更好地理解牙周炎。这些发现似乎表明先天细胞功能障碍与疾病易感性有关。

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