Literature DB >> 34210887

Embryo-scale, single-cell spatial transcriptomics.

Sanjay R Srivatsan1, Mary C Regier2,3, Eliza Barkan1,4, Jennifer M Franks1, Jonathan S Packer5, Parker Grosjean2, Madeleine Duran1, Sarah Saxton2, Jon J Ladd6, Malte Spielmann7,8, Carlos Lois9, Paul D Lampe6, Jay Shendure10,11,12,13, Kelly R Stevens14,3,13,15, Cole Trapnell10,11,13.   

Abstract

Spatial patterns of gene expression manifest at scales ranging from local (e.g., cell-cell interactions) to global (e.g., body axis patterning). However, current spatial transcriptomics methods either average local contexts or are restricted to limited fields of view. Here, we introduce sci-Space, which retains single-cell resolution while resolving spatial heterogeneity at larger scales. Applying sci-Space to developing mouse embryos, we captured approximate spatial coordinates and whole transcriptomes of about 120,000 nuclei. We identify thousands of genes exhibiting anatomically patterned expression, leverage spatial information to annotate cellular subtypes, show that cell types vary substantially in their extent of spatial patterning, and reveal correlations between pseudotime and the migratory patterns of differentiating neurons. Looking forward, we anticipate that sci-Space will facilitate the construction of spatially resolved single-cell atlases of mammalian development.
Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Year:  2021        PMID: 34210887      PMCID: PMC9118175          DOI: 10.1126/science.abb9536

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   63.714


  37 in total

1.  Single-cell reconstruction of developmental trajectories during zebrafish embryogenesis.

Authors:  Jeffrey A Farrell; Yiqun Wang; Samantha J Riesenfeld; Karthik Shekhar; Aviv Regev; Alexander F Schier
Journal:  Science       Date:  2018-04-26       Impact factor: 47.728

2.  The dynamics of gene expression in vertebrate embryogenesis at single-cell resolution.

Authors:  James A Briggs; Caleb Weinreb; Daniel E Wagner; Sean Megason; Leonid Peshkin; Marc W Kirschner; Allon M Klein
Journal:  Science       Date:  2018-04-26       Impact factor: 47.728

3.  Fiji: an open-source platform for biological-image analysis.

Authors:  Johannes Schindelin; Ignacio Arganda-Carreras; Erwin Frise; Verena Kaynig; Mark Longair; Tobias Pietzsch; Stephan Preibisch; Curtis Rueden; Stephan Saalfeld; Benjamin Schmid; Jean-Yves Tinevez; Daniel James White; Volker Hartenstein; Kevin Eliceiri; Pavel Tomancak; Albert Cardona
Journal:  Nat Methods       Date:  2012-06-28       Impact factor: 28.547

4.  Dispersing movement of tangential neuronal migration in superficial layers of the developing chick optic tectum.

Authors:  Yuji Watanabe; Chie Sakuma; Hiroyuki Yaginuma
Journal:  Dev Biol       Date:  2018-03-14       Impact factor: 3.582

5.  Multiplex single cell profiling of chromatin accessibility by combinatorial cellular indexing.

Authors:  Darren A Cusanovich; Riza Daza; Andrew Adey; Hannah A Pliner; Lena Christiansen; Kevin L Gunderson; Frank J Steemers; Cole Trapnell; Jay Shendure
Journal:  Science       Date:  2015-05-07       Impact factor: 47.728

Review 6.  Radial glia in the ventral telencephalon.

Authors:  Miguel Turrero García; Corey C Harwell
Journal:  FEBS Lett       Date:  2017-09-19       Impact factor: 4.124

7.  High-resolution magnetic resonance histology of the embryonic and neonatal mouse: a 4D atlas and morphologic database.

Authors:  Alexandra E Petiet; Matthew H Kaufman; Matthew M Goddeeris; Jeffrey Brandenburg; Susan A Elmore; G Allan Johnson
Journal:  Proc Natl Acad Sci U S A       Date:  2008-08-19       Impact factor: 11.205

Review 8.  Establishing neuronal diversity in the spinal cord: a time and a place.

Authors:  Andreas Sagner; James Briscoe
Journal:  Development       Date:  2019-11-25       Impact factor: 6.868

9.  Supervised classification enables rapid annotation of cell atlases.

Authors:  Hannah A Pliner; Jay Shendure; Cole Trapnell
Journal:  Nat Methods       Date:  2019-09-09       Impact factor: 28.547

10.  Giotto: a toolbox for integrative analysis and visualization of spatial expression data.

Authors:  Ruben Dries; Qian Zhu; Rui Dong; Chee-Huat Linus Eng; Huipeng Li; Kan Liu; Yuntian Fu; Tianxiao Zhao; Arpan Sarkar; Feng Bao; Rani E George; Nico Pierson; Long Cai; Guo-Cheng Yuan
Journal:  Genome Biol       Date:  2021-03-08       Impact factor: 17.906

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  24 in total

Review 1.  The emerging landscape of spatial profiling technologies.

Authors:  Jeffrey R Moffitt; Emma Lundberg; Holger Heyn
Journal:  Nat Rev Genet       Date:  2022-07-20       Impact factor: 59.581

2.  Light-Seq: light-directed in situ barcoding of biomolecules in fixed cells and tissues for spatially indexed sequencing.

Authors:  Jocelyn Y Kishi; Ninning Liu; Emma R West; Kuanwei Sheng; Jack J Jordanides; Matthew Serrata; Constance L Cepko; Sinem K Saka; Peng Yin
Journal:  Nat Methods       Date:  2022-10-10       Impact factor: 47.990

Review 3.  Emerging principles of cytokine pharmacology and therapeutics.

Authors:  Robert A Saxton; Caleb R Glassman; K Christopher Garcia
Journal:  Nat Rev Drug Discov       Date:  2022-09-21       Impact factor: 112.288

4.  Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data.

Authors:  Wei Liu; Xu Liao; Yi Yang; Huazhen Lin; Joe Yeong; Xiang Zhou; Xingjie Shi; Jin Liu
Journal:  Nucleic Acids Res       Date:  2022-07-08       Impact factor: 19.160

5.  Spatial-CUT&Tag: Spatially resolved chromatin modification profiling at the cellular level.

Authors:  Yanxiang Deng; Marek Bartosovic; Petra Kukanja; Di Zhang; Yang Liu; Graham Su; Archibald Enninful; Zhiliang Bai; Gonçalo Castelo-Branco; Rong Fan
Journal:  Science       Date:  2022-02-10       Impact factor: 63.714

6.  Unraveling patterns of disrupted gene expression across a complex tissue.

Authors:  Kelsie E Hunnicutt; Jeffrey M Good; Erica L Larson
Journal:  Evolution       Date:  2022-01-07       Impact factor: 4.171

7.  Spatial transcriptomic reconstruction of the mouse olfactory glomerular map suggests principles of odor processing.

Authors:  Evan Murray; Greg Andrews; Hao-Ching Jiang; Sung Jin Park; Elisa Donnard; I-Hao Wang; Violeta Durán-Laforet; Daniel M Bear; Travis E Faust; Manuel Garber; Christina E Baer; Dorothy P Schafer; Zhiping Weng; Fei Chen; Evan Z Macosko; Paul L Greer
Journal:  Nat Neurosci       Date:  2022-03-21       Impact factor: 28.771

Review 8.  Singling out motor neurons in the age of single-cell transcriptomics.

Authors:  Jacob A Blum; Aaron D Gitler
Journal:  Trends Genet       Date:  2022-04-26       Impact factor: 11.821

Review 9.  New horizons in the stormy sea of multimodal single-cell data integration.

Authors:  Christopher A Jackson; Christine Vogel
Journal:  Mol Cell       Date:  2022-01-20       Impact factor: 17.970

Review 10.  Museum of spatial transcriptomics.

Authors:  Lambda Moses; Lior Pachter
Journal:  Nat Methods       Date:  2022-03-10       Impact factor: 28.547

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