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通过综合的 Reactome 和药物靶点分析揭示干燥综合征和系统性红斑狼疮单核细胞中的炎症特征。

The inflammatory signature in monocytes of Sjögren's syndrome and systemic lupus erythematosus, revealed by the integrated Reactome and drug target analysis.

机构信息

Department of Oral Medicine, School of Dentistry, Jeonbuk National University, Jeonju, 54896, Republic of Korea.

Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, 54896, Republic of Korea.

出版信息

Genes Genomics. 2022 Oct;44(10):1215-1229. doi: 10.1007/s13258-022-01308-y. Epub 2022 Aug 30.

Abstract

BACKGROUND

The innate immune regulation, especially by the type I IFN signature in the CD14+ monocytes, is known to be critical in the pathogenesis of autoimmune Sjögren's syndrome (SjS) and systemic lupus erythematosus (SLE).

OBJECTIVE

Since patients with one condition can be overlapped with another, this study is to identify shared differentially expressed genes (DEGs) in SjS and SLE compared to healthy controls (HCs) and refine transcriptomic profiles with the integrated Reactome and gene-drug network analysis for an anti-inflammation therapy.

METHODS

CD14+ monocytes were purified from whole blood of SjS and SLE patients (females, ages from 32 to 62) and subject to bulk RNA-sequencing, followed by data analyses for comparison with HC monocytes (females, ages 30 and 33). Functional categorizations, using Gene Ontology (GO) and the Reactome pathway analysis, were performed and DEGs associated with therapeutic drugs were identified from the Drug Repurposing Hub (DHUB) database.

RESULTS

The GO analysis revealed that DEGs in the inflammatory response and the cellular response to cytokine were highly enriched in both conditions. A propensity toward M1 macrophage differentiation appears to be prominent in SjS while the Response to Virus was significant in SLE monocytes. Through the Reactome pathway analysis, DEGs in the IFN signaling and the cytokine signaling in immune system were most significantly enriched in both. Upregulation of NGF-induced transcription activity in SjS and the complement cascade activity in SLE were also noted. Multiple anti-inflammatory drugs, such as prostaglandin-endoperoxide synthase and angiotensin-I-converting- enzyme were associated with the DEGs in these conditions.

CONCLUSIONS

Taken together, our analysis indicates distinct inflammatory transcriptomic profiles shared in SjS and SLE monocytes. Comprehensive characterizations of the data from these conditions will ultimately allow differential diagnosis of each condition and identification of therapeutic targets.

摘要

背景

先天免疫调节,特别是 CD14+单核细胞中的 I 型干扰素特征,被认为在自身免疫性干燥综合征 (SjS) 和系统性红斑狼疮 (SLE) 的发病机制中至关重要。

目的

由于一种病症的患者可能与另一种病症重叠,因此本研究旨在鉴定 SjS 和 SLE 与健康对照 (HC) 相比的共享差异表达基因 (DEG),并通过整合 Reactome 和基因-药物网络分析来细化转录组谱,以进行抗炎治疗。

方法

从 SjS 和 SLE 患者 (女性,年龄 32 至 62 岁) 的全血中纯化 CD14+单核细胞,并进行批量 RNA-seq 测序,然后对数据进行分析,与 HC 单核细胞 (女性,年龄 30 和 33 岁) 进行比较。使用基因本体论 (GO) 和 Reactome 途径分析进行功能分类,并从 Drug Repurposing Hub (DHUB) 数据库中识别与治疗药物相关的 DEG。

结果

GO 分析表明,两种情况下的炎症反应和细胞对细胞因子的反应相关的 DEG 高度富集。SjS 中似乎存在 M1 巨噬细胞分化的倾向,而 SLE 单核细胞中则存在对病毒的反应。通过 Reactome 途径分析,IFN 信号和免疫系统中的细胞因子信号的 DEG 在两种情况下最为显著富集。SjS 中 NGF 诱导的转录活性上调和 SLE 中的补体级联活性也得到了证实。许多抗炎药物,如前列腺素内过氧化物合酶和血管紧张素 I 转换酶,与这些条件下的 DEG 相关。

结论

综上所述,我们的分析表明 SjS 和 SLE 单核细胞中存在明显不同的炎症转录组谱。对这些情况的数据进行全面特征描述最终将允许对每种情况进行鉴别诊断,并确定治疗靶点。

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