Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, Shanghai 200080, China.
Department of Sports Medicine, Huashan Hospital, Fudan University, Shanghai, China.
Oxid Med Cell Longev. 2021 Oct 26;2021:7663366. doi: 10.1155/2021/7663366. eCollection 2021.
Regeneration of fibrochondrocytes is essential for the healing of the tendon-bone interface (TBI), which is similar to the formation of neurogenic heterotopic ossification (HO). Through single-cell integrative analysis, this study explored the homogeneity of HO cells and fibrochondrocytes.
This study integrated six datasets, namely, GSE94683, GSE144306, GSE168153, GSE138515, GSE102929, and GSE110993. The differentiation trajectory and key transcription factors (TFs) for HO occurrence were systematically analyzed by integrating single-cell RNA (scRNA) sequencing, bulk RNA sequencing, and assay of transposase accessible chromatin seq. The differential expression and enrichment pathways of TFs in heterotopically ossified tissues were identified.
HO that mimicked pathological cells was classified into HO1 and HO2 cell subsets. Results of the pseudo-temporal sequence analysis suggested that HO2 is a differentiated precursor cell of HO1. The analysis of integrated scRNA data revealed that ectopically ossified cells have similar transcriptional characteristics to cells in the fibrocartilaginous zone of tendons. The modified SCENIC method was used to identify specific transcriptional regulators associated with ectopic ossification. Xbp1 was defined as a common key transcriptional regulator of ectopically ossified tissues and the fibrocartilaginous zone of tendons. Subsequently, the CellPhoneDB database was completed for the cellular ligand-receptor analysis. With further pathway screening, this study is the first to propose that Xbp1 may upregulate the Notch signaling pathway through Jag1 transcription. Twenty-four microRNAs were screened and were found to be potentially associated with upregulation of XBP1 expression after acute ischemic stroke.
A systematic analysis of the differentiation landscape and cellular homogeneity facilitated a molecular understanding of the phenotypic similarities between cells in the fibrocartilaginous region of tendon and HO cells. Furthermore, by identifying Xbp1 as a hub regulator and by conducting a ligand-receptor analysis, we propose a potential Xbp1/Jag1/Notch signaling pathway.
纤维软骨细胞的再生对于腱骨界面(TBI)的愈合至关重要,这类似于形成神经源性异位骨化(HO)。通过单细胞综合分析,本研究探索了 HO 细胞和纤维软骨细胞的同质性。
本研究整合了六个数据集,即 GSE94683、GSE144306、GSE168153、GSE138515、GSE102929 和 GSE110993。通过整合单细胞 RNA(scRNA)测序、批量 RNA 测序和转座酶可及染色质测序分析,系统分析了 HO 发生的分化轨迹和关键转录因子(TFs)。鉴定了异位骨化组织中 TF 的差异表达和富集途径。
模拟病理性细胞的 HO 被分为 HO1 和 HO2 细胞亚群。伪时间序列分析结果表明,HO2 是 HO1 的分化前体细胞。整合 scRNA 数据的分析表明,异位骨化细胞具有与肌腱纤维软骨区细胞相似的转录特征。改良的 SCENIC 方法用于鉴定与异位骨化相关的特定转录调节剂。Xbp1 被定义为异位骨化组织和肌腱纤维软骨区的共同关键转录调节剂。随后,使用 CellPhoneDB 数据库完成了细胞配体-受体分析。通过进一步的通路筛选,本研究首次提出 Xbp1 可能通过 Jag1 转录上调 Notch 信号通路。筛选出 24 个 microRNA,发现其在急性缺血性脑卒中后可能与 Xbp1 表达上调相关。
对分化景观和细胞同质性的系统分析促进了对肌腱纤维软骨区细胞和 HO 细胞之间表型相似性的分子理解。此外,通过鉴定 Xbp1 作为枢纽调节剂并进行配体-受体分析,我们提出了一个潜在的 Xbp1/Jag1/Notch 信号通路。