Literature DB >> 34083792

Scalable, multimodal profiling of chromatin accessibility, gene expression and protein levels in single cells.

Eleni P Mimitou1, Caleb A Lareau2,3,4, Kelvin Y Chen5,6, Andre L Zorzetto-Fernandes7, Yuhan Hao8,9, Yusuke Takeshima5, Wendy Luo3,4, Tse-Shun Huang7, Bertrand Z Yeung7, Efthymia Papalexi8,9, Pratiksha I Thakore3, Tatsuya Kibayashi5, James Badger Wing5,10, Mayu Hata5, Rahul Satija8,9, Kristopher L Nazor7, Shimon Sakaguchi5,6, Leif S Ludwig3,4,11, Vijay G Sankaran3,4, Aviv Regev3,9,12,13,14, Peter Smibert15.   

Abstract

Recent technological advances have enabled massively parallel chromatin profiling with scATAC-seq (single-cell assay for transposase accessible chromatin by sequencing). Here we present ATAC with select antigen profiling by sequencing (ASAP-seq), a tool to simultaneously profile accessible chromatin and protein levels. Our approach pairs sparse scATAC-seq data with robust detection of hundreds of cell surface and intracellular protein markers and optional capture of mitochondrial DNA for clonal tracking, capturing three distinct modalities in single cells. ASAP-seq uses a bridging approach that repurposes antibody:oligonucleotide conjugates designed for existing technologies that pair protein measurements with single-cell RNA sequencing. Together with DOGMA-seq, an adaptation of CITE-seq (cellular indexing of transcriptomes and epitopes by sequencing) for measuring gene activity across the central dogma of gene regulation, we demonstrate the utility of systematic multi-omic profiling by revealing coordinated and distinct changes in chromatin, RNA and surface proteins during native hematopoietic differentiation and peripheral blood mononuclear cell stimulation and as a combinatorial decoder and reporter of multiplexed perturbations in primary T cells.
© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2021        PMID: 34083792      PMCID: PMC8763625          DOI: 10.1038/s41587-021-00927-2

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   68.164


  71 in total

1.  Droplet-based combinatorial indexing for massive-scale single-cell chromatin accessibility.

Authors:  Caleb A Lareau; Fabiana M Duarte; Jennifer G Chew; Vinay K Kartha; Zach D Burkett; Andrew S Kohlway; Dmitry Pokholok; Martin J Aryee; Frank J Steemers; Ronald Lebofsky; Jason D Buenrostro
Journal:  Nat Biotechnol       Date:  2019-06-24       Impact factor: 54.908

2.  Multiplexed quantification of proteins and transcripts in single cells.

Authors:  Vanessa M Peterson; Kelvin Xi Zhang; Namit Kumar; Jerelyn Wong; Lixia Li; Douglas C Wilson; Renee Moore; Terrill K McClanahan; Svetlana Sadekova; Joel A Klappenbach
Journal:  Nat Biotechnol       Date:  2017-08-30       Impact factor: 54.908

3.  Single-cell multimodal omics: the power of many.

Authors:  Chenxu Zhu; Sebastian Preissl; Bing Ren
Journal:  Nat Methods       Date:  2020-01       Impact factor: 28.547

4.  Single-cell biology: beyond the sum of its parts.

Authors:  Alexander F Schier
Journal:  Nat Methods       Date:  2020-01       Impact factor: 28.547

5.  Multiplexed detection of proteins, transcriptomes, clonotypes and CRISPR perturbations in single cells.

Authors:  Eleni P Mimitou; Anthony Cheng; Antonino Montalbano; Stephanie Hao; Marlon Stoeckius; Mateusz Legut; Timothy Roush; Alberto Herrera; Efthymia Papalexi; Zhengqing Ouyang; Rahul Satija; Neville E Sanjana; Sergei B Koralov; Peter Smibert
Journal:  Nat Methods       Date:  2019-04-22       Impact factor: 28.547

6.  Massively parallel single-cell chromatin landscapes of human immune cell development and intratumoral T cell exhaustion.

Authors:  Ansuman T Satpathy; Jeffrey M Granja; Kathryn E Yost; Yanyan Qi; Francesca Meschi; Geoffrey P McDermott; Brett N Olsen; Maxwell R Mumbach; Sarah E Pierce; M Ryan Corces; Preyas Shah; Jason C Bell; Darisha Jhutty; Corey M Nemec; Jean Wang; Li Wang; Yifeng Yin; Paul G Giresi; Anne Lynn S Chang; Grace X Y Zheng; William J Greenleaf; Howard Y Chang
Journal:  Nat Biotechnol       Date:  2019-08-02       Impact factor: 54.908

7.  Joint profiling of chromatin accessibility and gene expression in thousands of single cells.

Authors:  Junyue Cao; Darren A Cusanovich; Vijay Ramani; Delasa Aghamirzaie; Hannah A Pliner; Andrew J Hill; Riza M Daza; Jose L McFaline-Figueroa; Jonathan S Packer; Lena Christiansen; Frank J Steemers; Andrew C Adey; Cole Trapnell; Jay Shendure
Journal:  Science       Date:  2018-08-30       Impact factor: 47.728

Review 8.  Integrative single-cell analysis.

Authors:  Tim Stuart; Rahul Satija
Journal:  Nat Rev Genet       Date:  2019-05       Impact factor: 53.242

9.  Simultaneous epitope and transcriptome measurement in single cells.

Authors:  Marlon Stoeckius; Christoph Hafemeister; William Stephenson; Brian Houck-Loomis; Pratip K Chattopadhyay; Harold Swerdlow; Rahul Satija; Peter Smibert
Journal:  Nat Methods       Date:  2017-07-31       Impact factor: 28.547

10.  High-throughput sequencing of the transcriptome and chromatin accessibility in the same cell.

Authors:  Song Chen; Blue B Lake; Kun Zhang
Journal:  Nat Biotechnol       Date:  2019-10-14       Impact factor: 54.908

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  39 in total

Review 1.  Emerging roles for endogenous retroviruses in immune epigenetic regulation.

Authors:  Carmen A Buttler; Edward B Chuong
Journal:  Immunol Rev       Date:  2021-11-23       Impact factor: 12.988

2.  Single-cell multiomics defines tolerogenic extrathymic Aire-expressing populations with unique homology to thymic epithelium.

Authors:  Jiaxi Wang; Caleb A Lareau; Jhoanne L Bautista; Alexander R Gupta; Katalin Sandor; Joe Germino; Yajie Yin; Matthew P Arvedson; Gabriella C Reeder; Nathan T Cramer; Fang Xie; Vasilis Ntranos; Ansuman T Satpathy; Mark S Anderson; James M Gardner
Journal:  Sci Immunol       Date:  2021-11-12

Review 3.  Characterizing cis-regulatory elements using single-cell epigenomics.

Authors:  Sebastian Preissl; Kyle J Gaulton; Bing Ren
Journal:  Nat Rev Genet       Date:  2022-07-15       Impact factor: 59.581

Review 4.  Untangling the web of intratumour heterogeneity.

Authors:  Zheqi Li; Marco Seehawer; Kornelia Polyak
Journal:  Nat Cell Biol       Date:  2022-08-08       Impact factor: 28.213

Review 5.  Practical Considerations for Single-Cell Genomics.

Authors:  Claire Regan; Jonathan Preall
Journal:  Curr Protoc       Date:  2022-08

Review 6.  Sample-multiplexing approaches for single-cell sequencing.

Authors:  Yulong Zhang; Siwen Xu; Zebin Wen; Jinyu Gao; Shuang Li; Sherman M Weissman; Xinghua Pan
Journal:  Cell Mol Life Sci       Date:  2022-08-05       Impact factor: 9.207

Review 7.  Cytokines and Production of Aberrantly O-Glycosylated IgA1, the Main Autoantigen in IgA Nephropathy.

Authors:  Taylor Person; R Glenn King; Dana V Rizk; Jan Novak; Todd J Green; Colin Reily
Journal:  J Interferon Cytokine Res       Date:  2022-07-06       Impact factor: 3.657

8.  Single-nucleus cross-tissue molecular reference maps toward understanding disease gene function.

Authors:  Gökcen Eraslan; Eugene Drokhlyansky; Shankara Anand; Evgenij Fiskin; Ayshwarya Subramanian; Michal Slyper; Jiali Wang; Ayellet V Segrè; François Aguet; Orit Rozenblatt-Rosen; Kristin G Ardlie; Aviv Regev; Nicholas Van Wittenberghe; John M Rouhana; Julia Waldman; Orr Ashenberg; Monkol Lek; Danielle Dionne; Thet Su Win; Michael S Cuoco; Olena Kuksenko; Alexander M Tsankov; Philip A Branton; Jamie L Marshall; Anna Greka; Gad Getz
Journal:  Science       Date:  2022-05-13       Impact factor: 63.714

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

10.  Joint single-cell measurements of nuclear proteins and RNA in vivo.

Authors:  Christopher N Parkhurst; Emma M Magee; Hattie Chung; Devan Phillips; Ehsan Habibi; Fei Chen; Bertrand Z Yeung; Julia Waldman; David Artis; Aviv Regev
Journal:  Nat Methods       Date:  2021-10-04       Impact factor: 28.547

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