Single-cell Transcriptome Profiling reveals Dermal and Epithelial cell fate decisions during Embryonic Hair Follicle Development

被引:77
作者
Ge, Wei [1 ]
Tan, Shao-Jing [2 ]
Wang, Shan-He [1 ]
Li, Lan [2 ]
Sun, Xiao-Feng [2 ]
Shen, Wei [2 ]
Wang, Xin [1 ]
机构
[1] Northwest A&F Univ, Coll Anim Sci & Technol, Key Lab Anim Genet Breeding & Reprod Shaanxi Prov, Yangling 712100, Shaanxi, Peoples R China
[2] Qingdao Agr Univ, Coll Life Sci, Qingdao 266109, Peoples R China
关键词
Single-cell transcriptome; Cell fate decision; Hair follicle morphogenesis; STEM-CELLS; KAPPA-B; SKIN; DIFFERENTIATION; MORPHOGENESIS; FIBROBLAST; EXPRESSION; MUTATIONS; NICHE; SHAPE;
D O I
10.7150/thno.44306
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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. Methods: 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. Results: 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. Conclusions: 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.
引用
收藏
页码:7581 / 7598
页数:18
相关论文
共 50 条
[1]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[2]   Altered gene expression pattern indicates the differential regulation of the immune response system as an important factor in cardiac aging [J].
Bartling, Babett ;
Niemann, Katja ;
Pliquett, Rainer U. ;
Treede, Hendrik ;
Simm, Andreas .
EXPERIMENTAL GERONTOLOGY, 2019, 117 :13-20
[3]   Hair follicle dermal condensation forms via Fgf20 primed cell cycle exit, cell motility, and aggregation [J].
Biggs, Leah C. ;
Makela, Otto J. M. ;
Myllymaki, Satu-Marja ;
Das Roy, Rishi ;
Narhi, Katja ;
Pispa, Johanna ;
Mustonen, Tuija ;
Mikkola, Marja L. .
ELIFE, 2018, 7
[4]   Early inductive events in ectodermal appendage morphogenesis [J].
Biggs, Leah C. ;
Mikkola, Marja L. .
SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2014, 25 :11-21
[5]   Dermal β-catenin activity in response to epidermal Wnt ligands is required for fibroblast proliferation and hair follicle initiation [J].
Chen, Demeng ;
Jarrell, Andrew ;
Guo, Canting ;
Lang, Richard ;
Atit, Radhika .
DEVELOPMENT, 2012, 139 (08) :1522-1533
[6]   Sustained release of dermal papilla-derived extracellular vesicles from injectable microgel promotes hair growth [J].
Chen, Yuxin ;
Huang, Junfei ;
Chen, Ruosi ;
Yang, Lunan ;
Wang, Jin ;
Liu, Bingcheng ;
Du, Lijuan ;
Yi, Yanhua ;
Jia, James ;
Xu, Yanwei ;
Chen, Qian ;
Ngondi, Djakaya Guydidier ;
Miao, Yong ;
Hu, Zhiqi .
THERANOSTICS, 2020, 10 (03) :1454-1478
[7]   Dermal papilla cell number specifies hair size, shape and cycling and its reduction causes follicular decline [J].
Chi, Woo ;
Wu, Eleanor ;
Morgan, Bruce A. .
DEVELOPMENT, 2013, 140 (08) :1676-1683
[8]   Transcriptomic Analysis of Mouse Embryonic Skin Cells Reveals Previously Unreported Genes Expressed in Melanoblasts [J].
Colombo, Sophie ;
Champeval, Delphine ;
Rambow, Florian ;
Larue, Lionel .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2012, 132 (01) :170-178
[9]   Increased microvascular density and enhanced leukocyte rolling and adhesion in the skin of VEGF transgenic mice [J].
Detmar, M ;
Brown, LF ;
Schön, MP ;
Elicker, BM ;
Velasco, P ;
Richard, L ;
Fukumura, D ;
Monsky, W ;
Claffey, KP ;
Jain, RK .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 1998, 111 (01) :1-6
[10]   Sox2-positive dermal papilla cells specify hair follicle type in mammalian epidermis [J].
Driskell, Ryan R. ;
Giangreco, Adam ;
Jensen, Kim B. ;
Mulder, Klaas W. ;
Watt, Fiona M. .
DEVELOPMENT, 2009, 136 (16) :2815-2823