Single-cell RNA-sequence analysis of mouse glomerular mesangial cells uncovers mesangial cell essential genes

被引:54
|
作者
Lu, Yuqiu [1 ]
Ye, Yuting [1 ]
Yang, Qianqian [1 ]
Shi, Shaolin [1 ]
机构
[1] Nanjing Univ, Jinling Hosp, Natl Clin Res Ctr Kidney Dis, Sch Med, 305 East Zhongshan Rd, Nanjing 210002, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
endothelium; gene expression; mesangial cell; single-cell RNA-seq; PARIETAL EPITHELIAL-CELLS; ACTIVATION; EXPRESSION; RECEPTOR; REVEALS; AXL; SEQ;
D O I
10.1016/j.kint.2017.01.016
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Mesangial cells are essential for the structure and function of glomeruli, but the mechanisms underlying these roles are not well understood. Here, we performed a single-cell RNA-sequence (RNA-seq) analysis of mouse mesangial cells using the Fluidigm C1 platform. We found that gene expression in individual mesangial cells was tremendously heterogeneous, with mean correlation coefficients of 0.20, and most mesangial genes were actually expressed in only a portion of mesangial cells and are therefore presumably dispensable. In contrast, 1,045 genes were expressed in every single mesangial cell and were considered mesangial cell essential genes. A gene ontology analysis revealed a significant enrichment of genes associated with the endothelium, supporting the inference that mesangial cells function as pericytes. Among 58 endothelium-associated genes, 18 encode proteins that are secreted and may be directly involved in endothelial homeostasis. Importantly, 11 (Angpt2, Anxa5, Axl, Ecm1, Eng, Fn1, Mfge8, Msn, Nrp1, Serpine2, and Sparc) were upregulated, while 2 (Apoe and Fgf1) were downregulated in various glomerulopathies. The enrichment of genes associated with other reported functions of mesangial cells was also found. Furthermore, we identified 173 genes specifically expressed in every mesangial cell in glomeruli from the mesangial cell essential gene list. Finally, based on single mesangial cell RNA-seq results, we found that commonly used glomerular cell type markers, including Fhl2, Igfbp5, Wt1, Tek/Tie2, Kdr/Flk1, Flt1/Vegfr1, and Cd34, are actually not specific. Thus, single mesangial cell RNA-seq analysis has provided insights into the functions and underlying mechanisms of mesangial cells.
引用
收藏
页码:504 / 513
页数:10
相关论文
共 50 条
  • [1] Single-cell RNA sequencing reveals the mesangial identity and species diversity of glomerular cell transcriptomes
    Bing He
    Ping Chen
    Sonia Zambrano
    Dina Dabaghie
    Yizhou Hu
    Katja Möller-Hackbarth
    David Unnersjö-Jess
    Gül Gizem Korkut
    Emmanuelle Charrin
    Marie Jeansson
    Maria Bintanel-Morcillo
    Anna Witasp
    Lars Wennberg
    Annika Wernerson
    Bernhard Schermer
    Thomas Benzing
    Patrik Ernfors
    Christer Betsholtz
    Mark Lal
    Rickard Sandberg
    Jaakko Patrakka
    Nature Communications, 12
  • [2] Single-cell RNA sequencing reveals the mesangial identity and species diversity of glomerular cell transcriptomes
    He, Bing
    Chen, Ping
    Zambrano, Sonia
    Dabaghie, Dina
    Hu, Yizhou
    Moller-Hackbarth, Katja
    Unnersjoe-Jess, David
    Korkut, Gul Gizem
    Charrin, Emmanuelle
    Jeansson, Marie
    Bintanel-Morcillo, Maria
    Witasp, Anna
    Wennberg, Lars
    Wernerson, Annika
    Schermer, Bernhard
    Benzing, Thomas
    Ernfors, Patrik
    Betsholtz, Christer
    Lal, Mark
    Sandberg, Rickard
    Patrakka, Jaakko
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [3] Single-cell RNA-sequence of dental epithelium reveals responsible genes of dental anomalies in human
    Miyata, Kifu
    Chiba, Yuta
    Marchelina, Triana
    Inada, Saori
    Oka, Sae
    Saito, Kan
    Yamada, Aya
    Fukumoto, Satoshi
    PEDIATRIC DENTAL JOURNAL, 2023, 33 (02) : 102 - 115
  • [4] Improved downstream functional analysis of single-cell RNA-sequence data using DGAN
    Diksha Pandey
    Perumal P. Onkara
    Scientific Reports, 13
  • [5] Improved downstream functional analysis of single-cell RNA-sequence data using DGAN
    Pandey, Diksha
    Onkara, Perumal P. P.
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [6] Cell biology of mesangial cells: the third cell that maintains the glomerular capillary
    Kurihara, Hidetake
    Sakai, Tatsuo
    ANATOMICAL SCIENCE INTERNATIONAL, 2017, 92 (02) : 173 - 186
  • [7] Cell biology of mesangial cells: the third cell that maintains the glomerular capillary
    Hidetake Kurihara
    Tatsuo Sakai
    Anatomical Science International, 2017, 92 : 173 - 186
  • [8] Single-cell RNA sequencing analysis of mouse follicular somatic cells
    Li, Sen
    Chen, Lei-Ning
    Zhu, Hai-Jing
    Feng, Xie
    Xie, Feng-Yun
    Luo, Shi-Ming
    Ou, Xiang-Hong
    Ma, Jun-Yu
    BIOLOGY OF REPRODUCTION, 2021, 105 (05) : 1234 - 1245
  • [9] Disturbance of syncytial cell function in glomerular mesangial cells involved in the progressive glomerular diseases
    Oite, T
    Yao, J
    Morioka, T
    RENAL FIBROSIS, 2003, 139 : 12 - 19
  • [10] Qualitative and quantitative analysis of genes expressed in cultured human glomerular mesangial cells
    Iida, Y
    Miyata, T
    Yamada, N
    Maeda, K
    Okubo, K
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 1996, 7 (09): : A0322 - A0322