School of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, Switzerland.
Swiss Centre for Applied Human Toxicology (SCAHT), 4055 Basel, Switzerland.
Int J Mol Sci. 2021 Apr 22;22(9):4372. doi: 10.3390/ijms22094372.
3D cell culture systems are widely used to study disease mechanisms and therapeutic interventions. Multicellular liver microtissues (MTs) comprising HepaRG, hTERT-HSC and THP-1 maintain multicellular interactions and physiological properties required to mimic liver fibrosis. However, the inherent complexity of multicellular 3D-systems often hinders the discrimination of cell type specific responses. Here, we aimed at applying single cell sequencing (scRNA-seq) to discern the molecular responses of cells involved in the development of fibrosis elicited by TGF-β1. To obtain single cell suspensions from the MTs, an enzymatic dissociation method was optimized. Isolated cells showed good viability, could be re-plated and cultured in 2D, and expressed specific markers determined by scRNA-seq, qRT-PCR, ELISA and immunostaining. The three cell populations were successfully clustered using supervised and unsupervised methods based on scRNA-seq data. TGF-β1 led to a fibrotic phenotype in the MTs, detected as decreased albumin and increased αSMA expression. Cell-type specific responses to the treatment were identified for each of the three cell types. They included HepaRG damage characterized by a decrease in cellular metabolism, prototypical inflammatory responses in THP-1s and extracellular matrix remodeling in hTERT-HSCs. Furthermore, we identified novel cell-specific putative fibrosis markers in hTERT-HSC (), and THP-1 ( and ).
3D 细胞培养系统广泛用于研究疾病机制和治疗干预措施。包含 HepaRG、hTERT-HSC 和 THP-1 的多细胞肝微组织 (MT) 保持了多细胞相互作用和模拟肝纤维化所需的生理特性。然而,多细胞 3D 系统的固有复杂性常常阻碍了对细胞类型特异性反应的区分。在这里,我们旨在应用单细胞测序 (scRNA-seq) 来辨别 TGF-β1 诱导的纤维化发展过程中涉及的细胞的分子反应。为了从 MT 中获得单细胞悬浮液,优化了酶解分离方法。分离的细胞具有良好的活力,可重新铺板并在 2D 中培养,并且通过 scRNA-seq、qRT-PCR、ELISA 和免疫染色确定表达特定标记物。使用基于 scRNA-seq 数据的有监督和无监督方法成功地对这三种细胞群进行了聚类。TGF-β1 在 MT 中导致纤维化表型,表现为白蛋白减少和 αSMA 表达增加。对每种三种细胞类型的治疗反应进行了细胞类型特异性鉴定。它们包括 HepaRG 损伤,其特征是细胞代谢减少,THP-1 中的典型炎症反应以及 hTERT-HSCs 中的细胞外基质重塑。此外,我们在 hTERT-HSC 中鉴定了新的细胞特异性潜在纤维化标记物(和),在 THP-1 中鉴定了(和)。