Vroman Robin, Hunter Rahel S, Wood Matthew J, Davis Olivia C, Malfait Zoë, George Dale S, Ren Dongjun, Tavares-Ferreira Diana, Price Theodore J, Miller Richard J, Malfait Anne-Marie, Malfait Fransiska, Miller Rachel E, Syx Delfien
Department of Biomolecular Medicine, Center for Medical Genetics, Ghent University, Ghent, Belgium.
Department of Internal Medicine, Division of Rheumatology, Rush University Medical Center, Chicago, IL, United States.
Front Mol Neurosci. 2023 Aug 17;16:1232447. doi: 10.3389/fnmol.2023.1232447. eCollection 2023.
The extracellular matrix (ECM) is a dynamic structure of molecules that can be divided into six different categories and are collectively called the matrisome. The ECM plays pivotal roles in physiological processes in many tissues, including the nervous system. Intriguingly, alterations in ECM molecules/pathways are associated with painful human conditions and murine pain models. Nevertheless, mechanistic insight into the interplay of normal or defective ECM and pain is largely lacking. The goal of this study was to integrate bulk, single-cell, and spatial RNA sequencing (RNAseq) datasets to investigate the expression and cellular origin of matrisome genes in male and female murine and human dorsal root ganglia (DRG). Bulk RNAseq showed that about 65% of all matrisome genes were expressed in both murine and human DRG, with proportionally more core matrisome genes (glycoproteins, collagens, and proteoglycans) expressed compared to matrisome-associated genes (ECM-affiliated genes, ECM regulators, and secreted factors). Single cell RNAseq on male murine DRG revealed the cellular origin of matrisome expression. Core matrisome genes, especially collagens, were expressed by fibroblasts whereas matrisome-associated genes were primarily expressed by neurons. Cell-cell communication network analysis with CellChat software predicted an important role for collagen signaling pathways in connecting vascular cell types and nociceptors in murine tissue, which we confirmed by analysis of spatial transcriptomic data from human DRG. RNAscope hybridization and immunohistochemistry demonstrated expression of collagens in fibroblasts surrounding nociceptors in male and female human DRG. Finally, comparing human neuropathic pain samples with non-pain samples also showed differential expression of matrisome genes produced by both fibroblasts and by nociceptors. This study supports the idea that the DRG matrisome may contribute to neuronal signaling in both mouse and human, and that dysregulation of matrisome genes is associated with neuropathic pain.
细胞外基质(ECM)是一种动态的分子结构,可分为六个不同类别,统称为基质体。ECM在包括神经系统在内的许多组织的生理过程中发挥着关键作用。有趣的是,ECM分子/信号通路的改变与人类疼痛状况和小鼠疼痛模型相关。然而,对于正常或有缺陷的ECM与疼痛之间相互作用的机制性认识在很大程度上仍然缺乏。本研究的目的是整合批量、单细胞和空间RNA测序(RNAseq)数据集,以研究基质体基因在雄性和雌性小鼠及人类背根神经节(DRG)中的表达及细胞来源。批量RNAseq显示,所有基质体基因中约65%在小鼠和人类DRG中均有表达,与基质体相关基因(ECM附属基因、ECM调节因子和分泌因子)相比,核心基质体基因(糖蛋白、胶原蛋白和蛋白聚糖)的表达比例更高。对雄性小鼠DRG进行的单细胞RNAseq揭示了基质体表达的细胞来源。核心基质体基因,尤其是胶原蛋白,由成纤维细胞表达,而基质体相关基因主要由神经元表达。使用CellChat软件进行的细胞间通信网络分析预测了胶原蛋白信号通路在连接小鼠组织中的血管细胞类型和伤害感受器方面的重要作用,我们通过分析来自人类DRG的空间转录组数据证实了这一点。RNAscope杂交和免疫组化显示胶原蛋白在雄性和雌性人类DRG中伤害感受器周围的成纤维细胞中表达。最后,将人类神经性疼痛样本与非疼痛样本进行比较,也显示了成纤维细胞和伤害感受器产生的基质体基因的差异表达。本研究支持这样一种观点,即DRG基质体可能在小鼠和人类中都对神经元信号传导有贡献,并且基质体基因的失调与神经性疼痛相关。