High-throughput single-molecule RNA imaging analysis reveals heterogeneous responses of cardiomyocytes to hemodynamic overload

被引:28
|
作者
Satoh, Masahiro [1 ,2 ]
Nomura, Seitaro [2 ,3 ]
Harada, Mutsuo [3 ]
Yamaguchi, Toshihiro [3 ]
Ko, Toshiyuki [2 ,3 ]
Sumida, Tomokazu [3 ]
Toko, Haruhiro [3 ]
Naito, Atsuhiko T. [3 ]
Takeda, Norifumi [3 ]
Tobita, Takashige [2 ,4 ]
Fujita, Takanori [2 ]
Ito, Masamichi [3 ]
Fujita, Kanna [3 ]
Ishizuka, Masato [3 ]
Kariya, Taro [3 ]
Akazawa, Hiroshi [3 ]
Kobayashi, Yoshio [1 ]
Morita, Hiroyuki [3 ]
Takimoto, Eiki [3 ]
Aburatani, Hiroyuki [2 ]
Komuro, Issei [3 ]
机构
[1] Chiba Univ, Grad Sch Med, Dept Cardiovasc Med, Chiba, Japan
[2] Univ Tokyo, Genome Sci Div, Res Ctr Adv Sci & Technol, Tokyo, Japan
[3] Univ Tokyo, Grad Sch Med, Dept Cardiovasc Med, Tokyo, Japan
[4] Tokyo Womens Med Univ, Dept Cardiol, Tokyo, Japan
关键词
Heart failure; Single-cell spatial analysis; Immunostaining; Single-molecule fluorescence in situ hybridization; MYOSIN HEAVY-CHAIN; GENE-EXPRESSION; CARDIAC DYSFUNCTION; PRESSURE-OVERLOAD; THYROID-HORMONE; CELL ANALYSIS; HUMAN HEART; ALPHA; HYPERTROPHY; INHIBITION;
D O I
10.1016/j.yjmcc.2018.12.018
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The heart responds to hemodynamic overload through cardiac hypertrophy and activation of the fetal gene program. However, these changes have not been thoroughly examined in individual cardiomyocytes, and the relation between cardiomyocyte size and fetal gene expression remains elusive. We established a method of high-throughput single-molecule RNA imaging analysis of in vivo cardiomyocytes and determined spatial and temporal changes during the development of heart failure. Methods and results: We applied three novel single-cell analysis methods, namely, single-cell quantitative PCR (sc-qPCR), single-cell RNA sequencing (scRNA-seq), and single-molecule fluorescence in situ hybridization (smFISH). Isolated cardiomyocytes and cross sections from pressure overloaded murine hearts after transverse aortic constriction (TAC) were analyzed at an early hypertrophy stage (2 weeks, TAC2W) and at a late heart failure stage (8 weeks, TAC8W). Expression of myosin heavy chain beta (Myh7), a representative fetal gene, was induced in some cardiomyocytes in TAC2W hearts and in more cardiomyocytes in TAC8W hearts. Expression levels of Myh7 varied considerably among cardiomyocytes. Myh7-expressing cardiomyocytes were significantly more abundant in the middle layer, compared with the inner or outer layers of TAC2W hearts, while such spatial differences were not observed in TAC8W hearts. Expression levels of Myh7 were inversely correlated with cardiomyocyte size and expression levels of mitochondria-related genes. Conclusions: We developed a new image-analysis pipeline to allow automated and unbiased quantification of gene expression at the single-cell level and determined the spatial and temporal regulation of heterogenous Myh7 expression in cardiomyocytes after pressure overload.
引用
收藏
页码:77 / 89
页数:13
相关论文
共 10 条
  • [1] High-throughput Single-RNA Molecule Imaging Analysis Reveals Spatial Heterogeneity of Cardiomyocytes in Stress Response
    Satoh, Masahiro
    Nomura, Seitaro
    Fujita, Takanori
    Ko, Toshiyuki
    Tobita, Takashige
    Ito, Masamichi
    Fujita, Kanna
    Aburatani, Hiroyuki
    Kobayashi, Yoshio
    Komuro, Issei
    CIRCULATION, 2017, 136
  • [2] Single-molecule imaging analysis reveals the mechanism of a high-catalytic-activity mutant of chitinase A from Serratia marcescens
    Visootsat, Akasit
    Nakamura, Akihiko
    Vignon, Paul
    Watanabe, Hiroki
    Uchihashi, Takayuki
    Iino, Ryota
    JOURNAL OF BIOLOGICAL CHEMISTRY, 2020, 295 (07) : 1915 - 1925
  • [3] High-Throughput RNA FISH Analysis by Imaging Flow Cytometry Reveals That Pioneer Factor Foxa1 Reduces Transcriptional Stochasticity
    Lalmansingh, Avin S.
    Arora, Kamalpreet
    DeMarco, Richard A.
    Hager, Gordon L.
    Nagaich, Akhilesh K.
    PLOS ONE, 2013, 8 (09):
  • [4] High-throughput sequencing analysis reveals genomic similarity in phenotypic heterogeneous Photorhabdus luminescens cell populations
    Dominelli, Nazzareno
    Jaeger, Heidi Yoko
    Langer, Angela
    Brachmann, Andreas
    Heermann, Ralf
    ANNALS OF MICROBIOLOGY, 2022, 72 (01)
  • [5] High-throughput RNA sequencing transcriptome analysis of ABC-DLBCL reveals several tumor evasion strategies
    Serrano Lopez, Juana
    Jimenez-Jimenez, Carla
    Chutipongtanate, Somchai
    Serrano, Josefina
    Rodriguez-Moreno, Marta
    Jimenez, Alvaro
    Jimenez, Yesenia
    Pedrero, Sara G.
    Lainez, Daniel
    Manuel Alonso-Dominguez, Juan
    Llamas Sillero, Pilar
    Angel Piris, Miguel
    Sanchez-Garcia, Joaquin
    LEUKEMIA & LYMPHOMA, 2022, 63 (08) : 1861 - 1870
  • [6] Tracking expression and subcellular localization of RNA and protein species using high-throughput single cell imaging flow cytometry
    Borah, Sumit
    Nichols, Lisa A.
    Hassman, Lynn M.
    Kedes, Dean H.
    Steitz, Joan A.
    RNA, 2012, 18 (08) : 1573 - 1579
  • [7] Dynamic analysis of MAPK signaling using a high-throughput microfluidic single-cell imaging platform
    Taylor, R. J.
    Falconnet, D.
    Niemistoe, A.
    Ramsey, S. A.
    Prinz, S.
    Shmulevich, I.
    Galitski, T.
    Hansen, C. L.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (10) : 3758 - 3763
  • [8] Circa-SCOPE: high-throughput live single-cell imaging method for analysis of circadian clock resetting
    Manella, Gal
    Aizik, Dan
    Aviram, Rona
    Golik, Marina
    Asher, Gad
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [9] Lasy-Seq: a high-throughput library preparation method for RNA-Seq and its application in the analysis of plant responses to fluctuating temperatures
    Kamitani, Mari
    Kashima, Makoto
    Tezuka, Ayumi
    Nagano, Atsushi J.
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [10] The Hidden Potential of High-Throughput RNA-Seq Re-Analysis, a Case Study for DHDPS, Key Enzyme of the Aspartate-Derived Lysine Biosynthesis Pathway and Its Role in Abiotic and Biotic Stress Responses in Soybean
    Kiekens, Raphael
    de Koning, Ramon
    Toili, Mary Esther Muyoka
    Angenon, Geert
    PLANTS-BASEL, 2022, 11 (13):