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
  • [21] Laminin-8/9 is synthesized by rat glomerular mesangial cells and is required for PDGF-induced mesangial cell migration
    Hansen, K
    Abrass, CK
    KIDNEY INTERNATIONAL, 2003, 64 (01) : 110 - 118
  • [22] Single-Cell RNA Profiling Changes in Glomerular Cells in Diabetic Nephropathy (DN)
    Fu, Jialin
    Li, Qian
    Park, Kyoungmin
    Huang, Qian
    Wu, I-Hsien
    King, George L.
    DIABETES, 2023, 72
  • [23] Preliminary Single-Cell RNA-Sequencing Analysis Uncovers Adipocyte Heterogeneity in Lipedema
    Pagani, Andrea
    Duscher, Dominik
    Kempa, Sally
    Ghods, Mojtaba
    Prantl, Lukas
    CELLS, 2024, 13 (12)
  • [24] Matrix metalloproteinase inhibitors cause cell cycle arrest and apoptosis in glomerular mesangial cells
    Daniel, C
    Duffield, J
    Brunner, T
    Steinmann-Niggli, K
    Lods, N
    Marti, HP
    JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS, 2001, 297 (01): : 57 - 68
  • [25] IGF-1 induces foam cell formation in rat glomerular mesangial cells
    Berfield, AK
    Abrass, CK
    JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 2002, 50 (03) : 395 - 403
  • [26] THE IMPORTANCE OF CELLULAR ADHESION FOR MESANGIAL CELL-PROLIFERATION IN SERUM SICKNESS NEPHRITIS OF THE RAT - A COCULTURE STUDY OF GLOMERULAR MACROPHAGES AND MESANGIAL CELLS
    KASAI, S
    MORI, T
    KOMIYAMA, A
    ITO, N
    SHIGEMATSU, H
    PATHOLOGY INTERNATIONAL, 1994, 44 (06) : 413 - 419
  • [27] Preparation of single cell suspensions enriched in mouse brain vascular cells for single-cell RNA sequencing
    Yamazaki, Akari
    Shue, Francis
    Yamazaki, Yu
    Martens, Yuka A.
    Bu, Guojun
    Liu, Chia-Chen
    STAR PROTOCOLS, 2021, 2 (03):
  • [28] K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis
    Cottrell S.
    Hozumi Y.
    Wei G.-W.
    Computers in Biology and Medicine, 2024, 175
  • [29] Single-cell RNA Analysis of Peripheral Blood Mononuclear Cells In a Mouse Model of Retinitis Pigmentosa
    Sakurako, Shimokawa
    Hisai, Takahiro
    Zhao, Huanyu
    Tao, Yan
    Fukushima, Masatoshi
    Kikutake, Chie
    Suyama, Mikita
    Sonoda, Koh-Hei
    Murakami, Yusuke
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [30] Single Cell RNA-Sequence Analyses Reveal Uniquely Expressed Genes and Heterogeneous Immune Cell Involvement in the Rat Model of Intervertebral Disc Degeneration
    Rohanifar, Milad
    Clayton, Sade W.
    Easson, Garrett
    Patil, Deepanjali S.
    Lee, Frank
    Jing, Liufang
    Barcellona, Marcos N.
    Speer, Julie E.
    Stivers, Jordan J.
    Tang, Simon Y.
    Setton, Lori A.
    APPLIED SCIENCES-BASEL, 2022, 12 (16):