Spatial-omics: Novel approaches to probe cell heterogeneity and extracellular matrix biology

被引:62
作者
Bingham, Grace C. [1 ]
Lee, Fred [2 ]
Naba, Alexandra [2 ,3 ]
Barker, Thomas H. [1 ]
机构
[1] Univ Virginia, Dept Biomed Engn, 415 Lane Rd, Charlottesville, VA 22903 USA
[2] Univ Illinois, Dept Physiol & Biophys, 835 S Wolcott Ave, Chicago, IL 60612 USA
[3] Univ Illinois, Chicago Canc Ctr, Chicago 835 S Wolcott Ave, Chicago, IL 60612 USA
基金
美国国家卫生研究院;
关键词
Spatial transcriptomics; spatial proteomics; matrisome; fibrosis; multiplex imaging; IDIOPATHIC PULMONARY-FIBROSIS; MESSENGER-RNA; GENE-EXPRESSION; SUBCELLULAR RESOLUTION; PROTEOMIC ANALYSIS; MASS-SPECTROMETRY; SINGLE; TISSUE; TRANSCRIPTOMICS; PROTEIN;
D O I
10.1016/j.matbio.2020.04.004
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
Complex intercellular interactions as well as biomolecular and biomechanical cues from the extracellular matrix (ECM) profoundly affect cellular functions. Traditional transcriptomic and proteomic approaches have provided insight into disease progression by identifying discrete cellular subpopulations or microenvironmental signatures characteristic of normal or pathological tissues, however these techniques do not examine how a given cellular state relates to its interactions with neighboring cells or its surrounding ECM with multipara-metric characterization (i.e. ECM alignment, mechanical forces, crosslinking, etc.). Emerging spatialomic techniques can provide high-resolution mapping of expression profiles similar to scRNA-seq and mass spectroscopy directly within tissues. The ability to preserve the spatial context of cells within samples, their cellular geometry, as well as their surrounding ECM gives spatial-omics the opportunity to interrogate previously unexplored signaling modalities, which has the potential to revolutionize ECM research and our understanding of fibrotic diseases. In this review, we present current spatial transcriptomic and proteomic techniques and discuss how they may be applied to investigate cell-ECM interactions. (c) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:152 / 166
页数:15
相关论文
共 103 条
[1]   Bidirectional mechanobiology between cells and their local extracellular matrix probed by atomic force microscopy [J].
Alcaraz, Jordi ;
Otero, Jorge ;
Jorba, Ignasi ;
Navajas, Daniel .
SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2018, 73 :71-81
[2]   Single Cell Mass Cytometry of Non-Small Cell Lung Cancer Cells Reveals Complexity of In Vivo and Three-Dimensional Models over the Petri-Dish [J].
Alfoldi, Robert ;
Balog, Jozsef A. ;
Farago, Nora ;
Halmai, Miklos ;
Kotogany, Edit ;
Neuperger, Patricia ;
Nagy, Lajos, I ;
Feher, Liliana Z. ;
Szebeni, Gabor J. ;
Puskas, Laszlo G. .
CELLS, 2019, 8 (09)
[3]   Extracellular matrix alterations in low-grade lung adenocarcinoma compared with normal lung tissue by imaging mass spectrometry [J].
Angel, Peggi M. ;
Bruner, Evelyn ;
Bethard, Jennifer ;
Clift, Cassandra L. ;
Ball, Lauren ;
Drake, Richard R. ;
Feghali-Bostwick, Carol .
JOURNAL OF MASS SPECTROMETRY, 2020, 55 (04)
[4]   Extracellular Matrix Imaging of Breast Tissue Pathologies by MALDI-Imaging Mass Spectrometry [J].
Angel, Peggi M. ;
Schwamborn, Kristina ;
Comte-Walters, Susana ;
Clift, Cassandra L. ;
Ball, Lauren E. ;
Mehta, Anand S. ;
Drake, Richard R. .
PROTEOMICS CLINICAL APPLICATIONS, 2019, 13 (01)
[5]   An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics [J].
Angelidis, Ilias ;
Simon, Lukas M. ;
Fernandez, Isis E. ;
Strunz, Maximilian ;
Mayr, Christoph H. ;
Greiffo, Flavia R. ;
Tsitsiridis, George ;
Ansari, Meshal ;
Graf, Elisabeth ;
Strom, Tim-Matthias ;
Nagendran, Monica ;
Desai, Tushar ;
Eickelberg, Oliver ;
Mann, Matthias ;
Theis, Fabian J. ;
Schiller, Herbert B. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[6]   Multiplexed ion beam imaging of human breast tumors [J].
Angelo, Michael ;
Bendall, Sean C. ;
Finck, Rachel ;
Hale, Matthew B. ;
Hitzman, Chuck ;
Borowsky, Alexander D. ;
Levenson, Richard M. ;
Lowe, John B. ;
Liu, Scot D. ;
Zhao, Shuchun ;
Natkunam, Yasodha ;
Nolan, Garry P. .
NATURE MEDICINE, 2014, 20 (04) :436-+
[7]  
Arteel GE, 2020, JHEP REP, V2, DOI 10.1016/j.jhepr.2020.100115
[8]   Mass Cytometry Imaging for the Study of Human Diseases-Applications and Data Analysis Strategies [J].
Baharlou, Heeva ;
Canete, Nicolas P. ;
Cunningham, Anthony L. ;
Harman, Andrew N. ;
Patrick, Ellis .
FRONTIERS IN IMMUNOLOGY, 2019, 10
[9]   Image-based transcriptomics in thousands of single human cells at single-molecule resolution [J].
Battich, Nico ;
Stoeger, Thomas ;
Pelkmans, Lucas .
NATURE METHODS, 2013, 10 (11) :1127-1133
[10]   Multiplexed Epitope-Based Tissue Imaging for Discovery and Healthcare Applications [J].
Bodenmiller, Bernd .
CELL SYSTEMS, 2016, 2 (04) :225-238