Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, China.
College of Life Sciences, Qingdao Agricultural University, Qingdao 266109, China.
Theranostics. 2020 Jun 12;10(17):7581-7598. doi: 10.7150/thno.44306. eCollection 2020.
It is estimated that 50% of men and 25% of women worldwide suffer from hair loss, and therefore it is of great significance to investigate the molecular pathways driving hair follicle de novo morphogenesis. However, due to high cellular heterogeneity and the asynchronous development of hair follicles, our current understanding of the molecular mechanisms involved in follicle development remains limited. Single-cell suspensions from the dorsal skin of E13.5 (induction stage), E16.5 (organogenesis) fetal mice, and newborn mice (cytodifferentiation stage, postnatal day 0, P0) were prepared for unbiased single-cell RNA sequencing. To delineate the single-cell transcriptional landscape during hair follicle de novo morphogenesis, we performed t-distributed Stochastic Neighbor Embedding (tSNE), pseudotime cell trajectory inference, and regulon enrichment analysis to dissect cellular heterogeneity and reveal the molecular pathways underlying major cell type cell fate decisions. To validate our analysis, we further performed immunohistochemistry analysis of the key molecules involved during hair follicle morphogenesis. Meanwhile, intercellular communication between different cell populations was inferred based on a priori knowledge of ligand-receptor pairs. Based on tSNE analysis, we identified 14 cell clusters from skin tissue and delineated their cellular identity from specific gene expression profiles. By using pseudotime ordering analysis, we successfully constructed the epithelium/dermal cell lineage differentiation trajectory. For dermal cell lineage, our analysis here recapitulated the dynamic gene expression profiles during dermal condensate (DC) cell fate commitment and delineated the heterogeneity of the different dermal papilla (DP) cell populations during in utero hair follicle development. For the epithelium cell lineage, our analysis revealed the dynamic gene expression profiles of the underappreciated matrix, interfollicular epidermis (IFE), hair shaft and inner root sheath (IRS) cell populations. Furthermore, single-cell regulatory network inference and clustering analysis revealed key regulons during cell fate decisions. Finally, intercellular communication analysis demonstrated that strong intercellular communication was involved during early hair follicle development. Our findings here provide a molecular landscape during hair follicle epithelium/dermal cell lineage fate decisions, and recapitulate the sequential activation of core regulatory transcriptional factors (TFs) in different cell populations during hair follicle morphogenesis. More importantly, our study here represents a valuable resource for understanding the molecular pathways involved during hair follicle de novo morphogenesis, which will have implications for future hair loss treatments.
据估计,全球有 50%的男性和 25%的女性遭受脱发的困扰,因此研究驱动毛囊从头发生长的分子途径具有重要意义。然而,由于细胞异质性高且毛囊的发育不同步,我们目前对参与毛囊发育的分子机制的理解仍然有限。
我们从 E13.5 (诱导阶段)、E16.5 (器官发生阶段)的胎鼠背部皮肤和新生鼠(细胞分化阶段,出生后第 0 天,P0)制备了单细胞悬液,用于无偏单细胞 RNA 测序。为了描绘从头发生长的毛囊的单细胞转录图谱,我们进行了 t 分布随机邻嵌入(tSNE)、伪时间细胞轨迹推断和调控因子富集分析,以剖析细胞异质性并揭示主要细胞类型细胞命运决定的分子途径。为了验证我们的分析,我们还进一步进行了关键分子的免疫组织化学分析,这些分子参与了毛囊形态发生过程。同时,根据配体-受体对的先验知识,推断了不同细胞群体之间的细胞间通讯。
基于 tSNE 分析,我们从皮肤组织中鉴定出 14 个细胞簇,并根据特定基因表达谱确定了它们的细胞身份。通过使用伪时间排序分析,我们成功构建了上皮/真皮细胞谱系分化轨迹。对于真皮细胞谱系,我们的分析再现了真皮凝聚物(DC)细胞命运决定过程中的动态基因表达谱,并描绘了在体毛囊发育过程中不同真皮乳头(DP)细胞群体的异质性。对于上皮细胞谱系,我们的分析揭示了被低估的基质、毛囊间表皮(IFE)、毛干和内根鞘(IRS)细胞群体的动态基因表达谱。此外,单细胞调控网络推断和聚类分析揭示了细胞命运决定中的关键调控因子。最后,细胞间通讯分析表明,早期毛囊发育过程中存在强烈的细胞间通讯。
我们的研究结果提供了毛囊上皮/真皮细胞谱系命运决定过程中的分子图谱,并再现了不同细胞群体中参与毛囊形态发生的核心调控转录因子(TF)的顺序激活。更重要的是,我们的研究代表了理解从头发生长的毛囊中涉及的分子途径的有价值的资源,这将对未来的脱发治疗产生影响。