Objective: To analyze the types and functions of CD34+ cells in full-thickness skin defect wounds of normal mice and diabetic mice by single-cell RNA sequencing. Methods: This study was an experimental study. The CD34+ cell lineage tracing mouse was produced, and the visualization of CD34+ cells under the fluorescent condition was realized. Six male CD34+ cell lineage tracing mice aged 7-8 weeks (designated as diabetic group) were intraperitoneally injected with streptozotocin to establish a diabetic model, and full-thickness skin defect wounds were prepared on their backs when they reached 13 weeks old. Another 6 male CD34+ cell lineage tracing mice aged 13 weeks (designated as control group) were also subjected to full-thickness skin defect wounds on their backs. On post-injury day (PID) 4, wound tissue was collected from 3 mice in control group and 2 mice in diabetic group, and digested to prepare single-cell suspensions. CD34+ cells were screened using fluorescence-activated cell sorting, followed by single-cell RNA sequencing. The Seurat 4.0.2 program in the R programming language was utilized for dimensionality reduction, visualization, and cell clustering analysis of CD34+ cell types, and to screen and annotate the marker genes for each CD34+ cell subpopulation. Kyoto encyclopedia of genes and genomes (KEGG) and gene ontology (GO) enrichment analysis was performed to analyze the differentially expressed genes (DEGs) of CD34+ fibroblasts (Fbs), smooth muscle cells (SMCs), keratinocytes (KCs), and chondrocyte-like cells (CLCs) in the wound tissue of two groups of mice for exploring cellular functions. Results: On PID 4, CD34+ cells in the wound tissue of both groups of mice were consisted of 7 cell types, specifically endothelial cells, Fbs, KCs, macrophages, T cells, SMCs, and CLCs. Among these, Fbs were further classified into 5 subpopulations. Compared with those in control group, the proportions of CD34+ endothelial cells, Fbs subpopulation 1, Fbs subpopulation 4, KCs, and CLCs in the wound tissue of mice were increased in diabetic group, while the proportions of CD34+ Fbs subpopulation 2, Fbs subpopulation 3, and SMCs were decreased. The marker genes for annotating CD34+ CLCs, endothelial cells, Fbs subpopulation 1, Fbs subpopulation 2, Fbs subpopulation 3, Fbs subpopulation 4, Fbs subpopulation 5, KCs, macrophages, SMCs, and T cells were respectively metastasis-associated lung adenocarcinoma transcript 1, fatty acid binding protein 4, Gremlin 1, complement component 4B, H19 imprinted maternally expressed transcript, Dickkopf Wnt signaling pathway inhibitor 2, fibromodulin, keratin 5, CD74 molecule, regulator of G protein signaling 5, and inducible T-cell co-stimulator molecule. KEGG and GO enrichment analysis revealed that, compared with those in control group, DEGs with significant differential expression (SDE) in CD34+ Fbs from the wound tissue of mice in diabetic group on PID 4 were significantly enriched in terms related to inflammatory response, extracellular matrix (ECM) organization, regulation of cell proliferation, and aging (with Pvalues all <0.05), DEGs with SDE in CD34+ SMCs were significantly enriched in terms related to cell migration, apoptotic process, positive regulation of transcription, and phagosome (with P values all <0.05), DEGs with SDE in CD34+ KCs were significantly enriched in terms related to mitochondrial function, transcription, and neurodegenerative diseases (with P values all <0.05), and DEGs with SDE in CD34+ CLCs were significantly enriched in terms related to rhythm regulation, ECM, and viral infection (with P values all <0.05). Conclusions: CD34+ cells display high heterogeneity in the healing process of full-thickness skin defect wounds in both normal mice and diabetic mice. The significantly enriched functions of DEGs with SDE in CD34+ cell subpopulations in the wound tissue of the two mouse groups are closely related to the wound healing process.
目的: 单细胞RNA测序解析普通小鼠和糖尿病小鼠全层皮肤缺损创面中CD34+细胞的类型与功能。 方法: 该研究为实验研究。构建CD34+细胞谱系追踪小鼠,实现CD34+细胞在荧光条件下可视化。取6只7~8周龄雄性CD34+细胞谱系追踪小鼠(设为糖尿病组),腹腔注射链脲佐菌素构建糖尿病模型,于小鼠13周龄时在其背部制备全层皮肤缺损创面;另取6只13周龄雄性CD34+细胞谱系追踪小鼠(设为对照组),在其背部制备全层皮肤缺损创面。伤后4 d,分别收集对照组3只小鼠和糖尿病组2只小鼠创面组织,消化制备单细胞悬液,采用荧光活化细胞分选法筛选出CD34+细胞后进行单细胞RNA测序,采用R语言的Seurat 4.0.2程序通过降维可视化和细胞聚类分析CD34+细胞类型并筛选注释各CD34+细胞亚群的标记基因,对2组小鼠创面组织间CD34+成纤维细胞(Fb)、平滑肌细胞、角质形成细胞(KC)、类软骨细胞的差异表达基因(DEG)进行京都基因与基因组百科全书(KEGG)和基因本体论(GO)富集分析,探索细胞功能。 结果: 伤后4 d,2组小鼠创面组织中CD34+细胞均包含7种细胞类型,具体为内皮细胞、Fb、KC、巨噬细胞、T细胞、平滑肌细胞和类软骨细胞,其中Fb细分为5个亚群。与对照组比较,糖尿病组小鼠创面组织中的CD34+内皮细胞、Fb亚群1、Fb亚群4、KC、类软骨细胞占比升高,CD34+Fb亚群2、Fb亚群3和平滑肌细胞占比下降。注释CD34+类软骨细胞、内皮细胞、Fb亚群1、Fb亚群2、Fb亚群3、Fb亚群4、Fb亚群5、KC、巨噬细胞、平滑肌细胞、T细胞的标记基因分别为转移相关肺腺癌转录本1、脂肪酸结合蛋白4、Gremlin 1、补体成分4B、H19印记母源表达转录本、Dickkopf Wnt信号通路抑制剂2、纤维调节蛋白、角蛋白5、CD74分子、G蛋白信号调节蛋白5、可诱导T细胞共刺激分子。KEGG和GO富集分析显示,与对照组比较,糖尿病组小鼠伤后4 d创面组织中CD34+Fb差异表达显著的DEG显著富集于炎症反应、细胞外基质(ECM)组装、细胞增殖调控、衰老相关条目(P值均<0.05),CD34+平滑肌细胞差异表达显著的DEG显著富集于细胞迁移、凋亡过程、转录的正调控、吞噬体等条目(P值均<0.05),CD34+KC差异表达显著的DEG显著富集于线粒体功能、转录、神经退行性疾病相关条目(P值均<0.05),CD34+类软骨细胞差异表达显著的DEG显著富集于节律调控、ECM、病毒感染等相关条目(P值均<0.05)。 结论: CD34+细胞在普通小鼠和糖尿病小鼠全层皮肤缺损创面愈合过程中均存在高异质性,2种小鼠创面间CD34+细胞亚群差异表达显著的DEG显著富集的相关功能与创面愈合过程紧密相关。.