辐照小鼠皮肤的 scRNA-seq 转录组特征分析揭示了细胞类型、通路和细胞-细胞相互作用的改变

Q1 Health Professions Radiation Medicine and Protection Pub Date : 2024-05-11 DOI:10.1016/j.radmp.2024.05.005
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引用次数: 0

摘要

目的 研究辐照诱导的脱发和皮炎(IRIAD)小鼠模型中细胞类型、通路和细胞间相互作用的实质性变化,并确定放疗皮肤不良反应患者的潜在靶点。间隔14天后,从野生型(WT)小鼠和辐照小鼠体内提取活细胞,进行单细胞RNA测序(scRNA-seq)。scRNA-seq数据取自GEO数据库(GSE201447),使用Seurat(v4.3.0)R软件包进行了严格的质量控制。细胞类型注释依赖于之前报道的典型标记和 CellMarker 2.0。计算差异表达基因以进行基因本体(GO)和京都基因组百科全书(KEGG)分析。结果应用单细胞 RNA 测序(scRNA-seq)对野生型(WT)和辐照小鼠皮肤的复杂细胞组成进行了全面描述。值得注意的是,与野生型小鼠相比,辐照小鼠皮肤中的细胞在细胞间相互作用的强度上发生了显著变化。这种相互作用强度的变化可见于各种细胞类型,包括成纤维细胞、内皮细胞和树突状细胞。重要的是,这些 "相互作用细胞 "具有共同的信号通路,特别是辐照后 IL-17 通路的上调。这项研究为潜在靶点提供了一个新的视角,有望加强对 IRIAD 的临床治疗。
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scRNA-seq transcriptomic profiling of irradiated mouse skin reveals altered cell types, pathways, and cell-cell interactions

Objective

To investigate the substantial changes in cell types, pathways, and cell-cell interactions occurring in the irradiation-induced alopecia and dermatitis (IRIAD) mouse model and to identify potential targets for patients experiencing skin adverse reactions to radiotherapy.

Methods

Mice were irradiated at 15 ​Gy, targeting the head and neck region. After a 14-day interval, living cells were extracted from both wild-type (WT) mice and irradiated mice for single-cell RNA sequencing (scRNA-seq). The scRNA-seq data, retrieved from the GEO database (GSE201447), underwent stringent quality control using the Seurat (v4.3.0) R package. Cell type annotation relied on previously reported typical markers and CellMarker 2.0. Differentially expressed genes were calculated to perform gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. Cell-cell interactions were evaluated using the Cellchat R package.

Results

The application of single-cell RNA sequencing (scRNA-seq) enabled a comprehensive characterization of the intricate cellular composition of both wild-type (WT) and irradiated mice skin. Remarkably, cells within irradiated mice skin exhibited a significant alteration in the intensity of cell-cell interactions compared to their wild-type counterparts. This change in interaction intensity was observed across various cell types, including fibroblast cells, endothelial cells, and dendritic cells. Importantly, these "interacting cells" shared common signaling pathways, notably the upregulation of the IL-17 pathway following irradiation.

Conclusions

The modification of intercellular communication induced by irradiation primarily involves fibroblast cells, endothelial cells, and various types of immune cells. This investigation provides a novel perspective on potential targets and holds promise for enhancing the clinical management of IRIAD.

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来源期刊
Radiation Medicine and Protection
Radiation Medicine and Protection Health Professions-Emergency Medical Services
CiteScore
2.10
自引率
0.00%
发文量
0
审稿时长
103 days
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