Enablers and challenges of spatial omics, a melting pot of technologies

被引:14
作者
Alexandrov, Theodore [1 ,2 ,3 ]
Saez-Rodriguez, Julio [2 ,4 ,5 ]
Saka, Sinem K. [6 ]
机构
[1] European Mol Biol Lab, Struct & Computat Biol Unit, Heidelberg, Germany
[2] European Mol Biol Lab, Mol Med Partnership Unit, Heidelberg, Germany
[3] BioInnovat Inst, Copenhagen, Denmark
[4] Heidelberg Univ, Fac Med, Heidelberg, Germany
[5] Heidelberg Univ, Heidelberg Univ Hosp, Inst Computat Biomed, Heidelberg, Germany
[6] European Mol Biol Lab, Genome Biol Unit, Heidelberg, Germany
基金
欧洲研究理事会;
关键词
genomics; metabolomics; proteomics; spatial omics; transcriptomics; IMAGING MASS-SPECTROMETRY; HYBRIDIZATION CHAIN-REACTION; GENOME-WIDE EXPRESSION; IN-SITU; GENE-EXPRESSION; TISSUE-SECTIONS; SINGLE CELLS; RNA-ANALYSIS; DESIGN; RESOLUTION;
D O I
10.15252/msb.202110571
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
Spatial omics has emerged as a rapidly growing and fruitful field with hundreds of publications presenting novel methods for obtaining spatially resolved information for any omics data type on spatial scales ranging from subcellular to organismal. From a technology development perspective, spatial omics is a highly interdisciplinary field that integrates imaging and omics, spatial and molecular analyses, sequencing and mass spectrometry, and image analysis and bioinformatics. The emergence of this field has not only opened a window into spatial biology, but also created multiple novel opportunities, questions, and challenges for method developers. Here, we provide the perspective of technology developers on what makes the spatial omics field unique. After providing a brief overview of the state of the art, we discuss technological enablers and challenges and present our vision about the future applications and impact of this melting pot. This Review discusses the spatial omics field from the point of view of technology developers. It provides an overview of the state of the art, discusses technological enablers and challenges and presents a vision about the future applications and impact of spatial omics technologies.image
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页数:16
相关论文
共 235 条
[91]   A NOVEL IN-SITU HYBRIDIZATION SIGNAL AMPLIFICATION METHOD BASED ON THE DEPOSITION OF BIOTINYLATED TYRAMINE [J].
KERSTENS, HMJ ;
PODDIGHE, PJ ;
HANSELAAR, AGJM .
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 1995, 43 (04) :347-352
[92]   Direct molecular analysis of whole-body animal tissue sections by imaging MALDI mass spectrometry [J].
Khatib-Shahidi, Sheerin ;
Andersson, Malin ;
Herman, Jennifer L. ;
Gillespie, Todd A. ;
Caprioli, Richard M. .
ANALYTICAL CHEMISTRY, 2006, 78 (18) :6448-6456
[93]  
Kishi JY, 2022, NAT METHODS, V19, P1393, DOI 10.1038/s41592-022-01604-1
[94]   SABER amplifies FISH: enhanced multiplexed imaging of RNA and DNA in cells and tissues [J].
Kishi, Jocelyn Y. ;
Lapan, Sylvain W. ;
Beliveau, Brian J. ;
West, Emma R. ;
Zhu, Allen ;
Sasaki, Hiroshi M. ;
Saka, Sinem K. ;
Wang, Yu ;
Cepko, Constance L. ;
Yin, Peng .
NATURE METHODS, 2019, 16 (06) :533-+
[95]   Droplet Barcoding for Single-Cell Transcriptomics Applied to Embryonic Stem Cells [J].
Klein, Allon M. ;
Mazutis, Linas ;
Akartuna, Ilke ;
Tallapragada, Naren ;
Veres, Adrian ;
Li, Victor ;
Peshkin, Leonid ;
Weitz, David A. ;
Kirschner, Marc W. .
CELL, 2015, 161 (05) :1187-1201
[96]  
Kleshchevnikov V, 2020, bioRxiv, DOI [10.1101/2020.11.15.378125, 10.1101/2020.11.15.378125v1, DOI 10.1101/2020.11.15.378125, 10.1101/2020.11.15.378125]
[97]   Multiplexed and scalable super-resolution imaging of three-dimensional protein localization in size-adjustable tissues [J].
Ku, Taeyun ;
Swaney, Justin ;
Park, Jeong-Yoon ;
Albanese, Alexandre ;
Murray, Evan ;
Cho, Jae Hun ;
Park, Young-Gyun ;
Mangena, Vamsi ;
Chen, Jiapei ;
Chung, Kwanghun .
NATURE BIOTECHNOLOGY, 2016, 34 (09) :973-+
[98]   Spatial multi-omic map of human myocardial infarction [J].
Kuppe, Christoph ;
Flores, Ricardo O. Ramirez ;
Li, Zhijian ;
Hayat, Sikander ;
Levinson, Rebecca T. ;
Liao, Xian ;
Hannani, Monica T. ;
Tanevski, Jovan ;
Wuennemann, Florian ;
Nagai, James S. ;
Halder, Maurice ;
Schumacher, David ;
Menzel, Sylvia ;
Schaefer, Gideon ;
Hoeft, Konrad ;
Cheng, Mingbo ;
Ziegler, Susanne ;
Zhang, Xiaoting ;
Peisker, Fabian ;
Kaesler, Nadine ;
Saritas, Turgay ;
Xu, Yaoxian ;
Kassner, Astrid ;
Gummert, Jan ;
Morshuis, Michiel ;
Amrute, Junedh ;
Veltrop, Rogier J. A. ;
Boor, Peter ;
Klingel, Karin ;
Van Laake, Linda W. ;
Vink, Aryan ;
Hoogenboezem, Remco M. ;
Bindels, Eric M. J. ;
Schurgers, Leon ;
Sattler, Susanne ;
Schapiro, Denis ;
Schneider, Rebekka K. ;
Lavine, Kory ;
Milting, Hendrik ;
Costa, Ivan G. ;
Saez-Rodriguez, Julio ;
Kramann, Rafael .
NATURE, 2022, 608 (7924) :766-+
[99]   Eleven grand challenges in single-cell data science [J].
Laehnemann, David ;
Koester, Johannes ;
Szczurek, Ewa ;
McCarthy, Davis J. ;
Hicks, Stephanie C. ;
Robinson, Mark D. ;
Vallejos, Catalina A. ;
Campbell, Kieran R. ;
Beerenwinkel, Niko ;
Mahfouz, Ahmed ;
Pinello, Luca ;
Skums, Pavel ;
Stamatakis, Alexandros ;
Attolini, Camille Stephan-Otto ;
Aparicio, Samuel ;
Baaijens, Jasmijn ;
Balvert, Marleen ;
de Barbanson, Buys ;
Cappuccio, Antonio ;
Corleone, Giacomo ;
Dutilh, Bas E. ;
Florescu, Maria ;
Guryev, Victor ;
Holmer, Rens ;
Jahn, Katharina ;
Lobo, Thamar Jessurun ;
Keizer, Emma M. ;
Khatri, Indu ;
Kielbasa, Szymon M. ;
Korbel, Jan O. ;
Kozlov, Alexey M. ;
Kuo, Tzu-Hao ;
Lelieveldt, Boudewijn P. F. ;
Mandoiu, Ion I. ;
Marioni, John C. ;
Marschall, Tobias ;
Moelder, Felix ;
Niknejad, Amir ;
Raczkowski, Lukasz ;
Reinders, Marcel ;
de Ridder, Jeroen ;
Saliba, Antoine-Emmanuel ;
Somarakis, Antonios ;
Stegle, Oliver ;
Theis, Fabian J. ;
Yang, Huan ;
Zelikovsky, Alex ;
McHardy, Alice C. ;
Raphael, Benjamin J. ;
Shah, Sohrab P. .
GENOME BIOLOGY, 2020, 21 (01)
[100]   Spatially resolved transcriptomics adds a new dimension to genomics [J].
Larsson, Ludvig ;
Frisen, Jonas ;
Lundeberg, Joakim .
NATURE METHODS, 2021, 18 (01) :15-18