Single-nucleus RNA and ATAC sequencing reveals the impact of chromatin accessibility on gene expression in Arabidopsis roots at the single-cell level

被引:164
|
作者
Farmer, Andrew [1 ]
Thibivilliers, Sandra [2 ]
Ryu, Kook Hui [3 ]
Schiefelbein, John [3 ]
Libault, Marc [2 ]
机构
[1] Natl Ctr Genome Resources, Santa Fe, NM 87505 USA
[2] Univ Nebraska, Ctr Plant Sci Innovat, Beadle Ctr, Dept Agron & Hort, Lincoln, NE 68503 USA
[3] Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
single-cell RNA-seq; single-nucleus ATAC-seq; Arabidopsis; root; SUBERIN; CUTIN; LIFE; SEQ; DIFFERENTIATION; PRINCIPLES; LANDSCAPE; EVOLUTION; REGIONS; DEATH;
D O I
10.1016/j.molp.2021.01.001
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Similar to other complex organisms, plants consist of diverse and specialized cell types. The gain of unique biological functions of these different cell types is the consequence of the establishment of cell-typespecific transcriptional programs. As a necessary step in gaining a deeper understanding of the regulatory mechanisms controlling plant gene expression, we report the use of single-nucleus RNA sequencing (sNucRNA-seq) and single-nucleus assay for transposase accessible chromatin sequencing (sNucATAC-seq) technologies on Arabidopsis roots. The comparison of our single-nucleus transcriptomes to the published protoplast transcriptomes validated the use of nuclei as biological entities to establish plant cell-type-specific transcriptomes. Furthermore, our sNucRNA-seq results uncovered the transcriptomes of additional cell subtypes not identified by single-cell RNA-seq. Similar to our transcriptomic approach, the sNucATAC-seq approach led to the distribution of the Arabidopsis nuclei into distinct clusters, suggesting the differential accessibility of chromatin between groups of cells according to their identity. To reveal the impact of chromatin accessibility on gene expression, we integrated sNucRNA-seq and sNucATAC-seq data and demonstrated that cell-type-specific marker genes display cell-type-specific patterns of chromatin accessibility. Our data suggest that the differential chromatin accessibility is a critical mechanism to regulate gene activity at the cell-type level.
引用
收藏
页码:372 / 383
页数:12
相关论文
共 50 条
  • [21] Combining single-cell ATAC and RNA sequencing for supervised cell annotation
    Gill, Jaidip
    Dasgupta, Abhijit
    Manry, Brychan
    Markuzon, Natasha
    CANCER RESEARCH, 2024, 84 (06)
  • [22] Probing glioblastoma and its microenvironment using single-nucleus and single-cell sequencing
    Peng, Sen
    Rath, Sanhita
    Vuong, Connor
    Bollam, Saumya
    Eschbacher, Jenny
    Dong, Xishuang
    Mehta, Shwetal
    Sanai, Nader
    Berens, Michael
    Kim, Seungchan
    Dhruv, Harshil
    2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2019, : 2757 - 2762
  • [23] Single-cell profiling of proteins and chromatin accessibility using PHAGE-ATAC
    Fiskin, Evgenij
    Lareau, Caleb A.
    Ludwig, Leif S.
    Eraslan, Gokcen
    Liu, Feimei
    Ring, Aaron M.
    Xavier, Ramnik J.
    Regev, Aviv
    NATURE BIOTECHNOLOGY, 2022, 40 (03) : 374 - +
  • [24] Single-Cell RNA Sequencing Reveals Gene Expression Profiling of Ischemia Reperfusion Injury
    Wang, L.
    He, S.
    Xu, J.
    Guo, Z.
    He, X.
    AMERICAN JOURNAL OF TRANSPLANTATION, 2020, 20 : 656 - 657
  • [25] Single-cell RNA sequencing reveals gene expression profiling of ischemia reperfusion injury
    Wang, L.
    He, S.
    Xu, J.
    Guo, Z.
    He, X.
    TRANSPLANTATION, 2021, 105 (08) : 65 - 66
  • [26] Gene expression variation in Arabidopsis embryos at single-nucleus resolution
    Kao, Ping
    Schon, Michael A.
    Mosiolek, Magdalena
    Enugutti, Balaji
    Nodine, Michael D.
    DEVELOPMENT, 2021, 148 (13):
  • [27] Single-nucleus RNA and ATAC sequencing reveals marked changes and sex differences in the kidney collecting duct principal cell in response to mild dehydration
    Huynh, Nha
    Rehage, Cassidy
    Hyndman, Kelly
    PHYSIOLOGY, 2023, 38
  • [28] Comparative analysis of single-cell and single-nucleus RNA-sequencing in a rabbit model of induced proliferative vitreoretinopathy
    Santiago, Clayton
    Lu, Yuchen
    McNally, Minda
    Gimmen, Megan
    Zollner, Thomas
    Schubert, William
    Nassar, Khaled
    Eberhart, Charles
    Qian, Jiang
    Blackshaw, Seth
    Singh, Mandeep S.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [29] Dissociation protocols used for sarcoma tissues bias the transcriptome observed in single-cell and single-nucleus RNA sequencing
    Danh D. Truong
    Salah-Eddine Lamhamedi-Cherradi
    Robert W. Porter
    Sandhya Krishnan
    Jyothishmathi Swaminathan
    Amber Gibson
    Alexander J. Lazar
    J. Andrew Livingston
    Vidya Gopalakrishnan
    Nancy Gordon
    Najat C. Daw
    Nicholas E. Navin
    Richard Gorlick
    Joseph A. Ludwig
    BMC Cancer, 23
  • [30] Dissociation protocols used for sarcoma tissues bias the transcriptome observed in single-cell and single-nucleus RNA sequencing
    Truong, Danh D.
    Lamhamedi-Cherradi, Salah-Eddine
    Porter, Robert W.
    Krishnan, Sandhya
    Swaminathan, Jyothishmathi
    Gibson, Amber
    Lazar, Alexander J.
    Livingston, J. Andrew
    Gopalakrishnan, Vidya
    Gordon, Nancy
    Daw, Najat C.
    Navin, Nicholas E.
    Gorlick, Richard
    Ludwig, Joseph A.
    BMC CANCER, 2023, 23 (01)