Lu Zhao-Jing, Ye Jin-Guo, Li Jing-Ni, Liang Jiang-Bo, Zhou Ming, Hu Qiu-Ling, Zhang Qi-Kai, Lin Yu-Heng, Zheng Ying-Feng
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Research Unit of Ocular Development and Regeneration, Chinese Academy of Medical Sciences, Beijing, China.
Invest Ophthalmol Vis Sci. 2025 Mar 3;66(3):9. doi: 10.1167/iovs.66.3.9.
Wound healing is crucial for restoring homeostasis in living organisms. Although wound response mechanisms have been studied extensively, the gene regulatory programs involved remain to be elucidated. Here, we used single-cell RNA sequencing (RNA-seq) and ATAC sequencing (ATAC-seq) analysis to profile the regulatory landscape of mouse corneal epithelium in early wound response.
We used our previously published single-cell data sets of homeostatic adult mouse corneal epithelium as the unwounded group. The wounded group data sets were obtained by sequencing the epithelium after an annular epithelial wound. Following the integration of the relevant data sets, the Seurat and ArchR packages were employed for single-cell RNA-seq and single-cell ATAC-seq data processing and downstream analysis, respectively. The Monocle 2 was used for pseudo-time analysis, CellChat for intercellular communication analysis, and pySCENIC for analyzing transcription factors. The expression of key genes was validated via immunofluorescence staining and quantitative real-time PCR.
Our data show that the number of cell type-specific genes decreases and the number of common transcriptional responses increases in early wound response. Concurrently, we find that the chromatin accessibility landscape undergoes significant changes across all epithelial cell types and that the wound-induced open regions are similarly distributed across the genome. Motif enrichment analysis shows that Fosl1/AP-1 binding site is highly enriched among the opened regions. However, by assessing the correlation between changes in chromatin accessibility and gene expression, we observe that only a small subset of wound-induced genes shows a high correlation with the accessibility of nearby chromatin.
Our study provides a detailed single-cell landscape for transcriptomic and epigenetic changes in mouse corneal epithelium during early wound response, which improved our understanding of the mechanisms of wound healing.
伤口愈合对于恢复生物体的内环境稳态至关重要。尽管伤口反应机制已得到广泛研究,但其中涉及的基因调控程序仍有待阐明。在此,我们使用单细胞RNA测序(RNA-seq)和ATAC测序(ATAC-seq)分析来描绘小鼠角膜上皮在早期伤口反应中的调控图谱。
我们将之前发表的成年小鼠角膜上皮稳态单细胞数据集用作未受伤组。受伤组数据集通过对环形上皮伤口后的上皮进行测序获得。整合相关数据集后,分别使用Seurat和ArchR软件包进行单细胞RNA-seq和单细胞ATAC-seq数据处理及下游分析。使用Monocle 2进行拟时间分析,CellChat进行细胞间通讯分析,pySCENIC进行转录因子分析。通过免疫荧光染色和定量实时PCR验证关键基因的表达。
我们的数据表明,在早期伤口反应中,细胞类型特异性基因的数量减少,而共同转录反应的数量增加。同时,我们发现染色质可及性图谱在所有上皮细胞类型中都发生了显著变化,并且伤口诱导的开放区域在基因组中分布相似。基序富集分析表明,Fosl1/AP-1结合位点在开放区域中高度富集。然而,通过评估染色质可及性变化与基因表达之间的相关性,我们观察到只有一小部分伤口诱导基因与附近染色质的可及性高度相关。
我们的研究为小鼠角膜上皮在早期伤口反应中的转录组和表观遗传变化提供了详细的单细胞图谱,增进了我们对伤口愈合机制的理解。