Literature DB >> 33352111

Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Human Developmental Hematopoiesis.

Anna Maria Ranzoni1, Andrea Tangherloni1, Ivan Berest2, Simone Giovanni Riva1, Brynelle Myers3, Paulina M Strzelecka4, Jiarui Xu1, Elisa Panada3, Irina Mohorianu5, Judith B Zaugg2, Ana Cvejic6.   

Abstract

Regulation of hematopoiesis during human development remains poorly defined. Here we applied single-cell RNA sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) to over 8,000 human immunophenotypic blood cells from fetal liver and bone marrow. We inferred their differentiation trajectory and identified three highly proliferative oligopotent progenitor populations downstream of hematopoietic stem cells (HSCs)/multipotent progenitors (MPPs). Along this trajectory, we observed opposing patterns of chromatin accessibility and differentiation that coincided with dynamic changes in the activity of distinct lineage-specific transcription factors. Integrative analysis of chromatin accessibility and gene expression revealed extensive epigenetic but not transcriptional priming of HSCs/MPPs prior to their lineage commitment. Finally, we refined and functionally validated the sorting strategy for the HSCs/MPPs and achieved around 90% enrichment. Our study provides a useful framework for future investigation of human developmental hematopoiesis in the context of blood pathologies and regenerative medicine.
Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  bone marrow; fetal hematopoiesis; fetal liver; hematopoietic stem cells; scATAC-seq; scRNA-seq

Mesh:

Year:  2020        PMID: 33352111      PMCID: PMC7939551          DOI: 10.1016/j.stem.2020.11.015

Source DB:  PubMed          Journal:  Cell Stem Cell        ISSN: 1875-9777            Impact factor:   24.633


  65 in total

1.  Myeloid or lymphoid promiscuity as a critical step in hematopoietic lineage commitment.

Authors:  Toshihiro Miyamoto; Hiromi Iwasaki; Boris Reizis; Min Ye; Thomas Graf; Irving L Weissman; Koichi Akashi
Journal:  Dev Cell       Date:  2002-07       Impact factor: 12.270

2.  BBKNN: fast batch alignment of single cell transcriptomes.

Authors:  Krzysztof Polański; Matthew D Young; Zhichao Miao; Kerstin B Meyer; Sarah A Teichmann; Jong-Eun Park
Journal:  Bioinformatics       Date:  2020-02-01       Impact factor: 6.937

3.  Hematopoietic stem cells proliferate until after birth and show a reversible phase-specific engraftment defect.

Authors:  Michelle B Bowie; Kristen D McKnight; David G Kent; Lindsay McCaffrey; Pamela A Hoodless; Connie J Eaves
Journal:  J Clin Invest       Date:  2006-10       Impact factor: 14.808

4.  HOCOMOCO: towards a complete collection of transcription factor binding models for human and mouse via large-scale ChIP-Seq analysis.

Authors:  Ivan V Kulakovskiy; Ilya E Vorontsov; Ivan S Yevshin; Ruslan N Sharipov; Alla D Fedorova; Eugene I Rumynskiy; Yulia A Medvedeva; Arturo Magana-Mora; Vladimir B Bajic; Dmitry A Papatsenko; Fedor A Kolpakov; Vsevolod J Makeev
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

Review 5.  The NF-κB family: Key players during embryonic development and HSC emergence.

Authors:  Raquel Espín-Palazón; David Traver
Journal:  Exp Hematol       Date:  2016-04-28       Impact factor: 3.084

6.  Dynamic shifts in occupancy by TAL1 are guided by GATA factors and drive large-scale reprogramming of gene expression during hematopoiesis.

Authors:  Weisheng Wu; Christapher S Morrissey; Cheryl A Keller; Tejaswini Mishra; Maxim Pimkin; Gerd A Blobel; Mitchell J Weiss; Ross C Hardison
Journal:  Genome Res       Date:  2014-10-15       Impact factor: 9.043

7.  g:Profiler: a web server for functional enrichment analysis and conversions of gene lists (2019 update).

Authors:  Uku Raudvere; Liis Kolberg; Ivan Kuzmin; Tambet Arak; Priit Adler; Hedi Peterson; Jaak Vilo
Journal:  Nucleic Acids Res       Date:  2019-07-02       Impact factor: 16.971

8.  Decoding human fetal liver haematopoiesis.

Authors:  Dorin-Mirel Popescu; Rachel A Botting; Emily Stephenson; Kile Green; Simone Webb; Laura Jardine; Emily F Calderbank; Krzysztof Polanski; Issac Goh; Mirjana Efremova; Meghan Acres; Daniel Maunder; Peter Vegh; Yorick Gitton; Jong-Eun Park; Roser Vento-Tormo; Zhichao Miao; David Dixon; Rachel Rowell; David McDonald; James Fletcher; Elizabeth Poyner; Gary Reynolds; Michael Mather; Corina Moldovan; Lira Mamanova; Frankie Greig; Matthew D Young; Kerstin B Meyer; Steven Lisgo; Jaume Bacardit; Andrew Fuller; Ben Millar; Barbara Innes; Susan Lindsay; Michael J T Stubbington; Monika S Kowalczyk; Bo Li; Orr Ashenberg; Marcin Tabaka; Danielle Dionne; Timothy L Tickle; Michal Slyper; Orit Rozenblatt-Rosen; Andrew Filby; Peter Carey; Alexandra-Chloé Villani; Anindita Roy; Aviv Regev; Alain Chédotal; Irene Roberts; Berthold Göttgens; Sam Behjati; Elisa Laurenti; Sarah A Teichmann; Muzlifah Haniffa
Journal:  Nature       Date:  2019-10-09       Impact factor: 69.504

9.  Single-Cell RNA-Sequencing Reveals a Continuous Spectrum of Differentiation in Hematopoietic Cells.

Authors:  Iain C Macaulay; Valentine Svensson; Charlotte Labalette; Lauren Ferreira; Fiona Hamey; Thierry Voet; Sarah A Teichmann; Ana Cvejic
Journal:  Cell Rep       Date:  2016-01-21       Impact factor: 9.423

10.  SCENIC: single-cell regulatory network inference and clustering.

Authors:  Sara Aibar; Carmen Bravo González-Blas; Thomas Moerman; Vân Anh Huynh-Thu; Hana Imrichova; Gert Hulselmans; Florian Rambow; Jean-Christophe Marine; Pierre Geurts; Jan Aerts; Joost van den Oord; Zeynep Kalender Atak; Jasper Wouters; Stein Aerts
Journal:  Nat Methods       Date:  2017-10-09       Impact factor: 28.547

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  42 in total

1.  CellRank for directed single-cell fate mapping.

Authors:  Marius Lange; Volker Bergen; Michal Klein; Manu Setty; Bernhard Reuter; Mostafa Bakhti; Heiko Lickert; Meshal Ansari; Janine Schniering; Herbert B Schiller; Dana Pe'er; Fabian J Theis
Journal:  Nat Methods       Date:  2022-01-13       Impact factor: 28.547

Review 2.  Diversity of human NK cell developmental pathways defined by single-cell analyses.

Authors:  Seungmae Seo; Emily M Mace
Journal:  Curr Opin Immunol       Date:  2021-11-30       Impact factor: 7.486

3.  scEnhancer: a single-cell enhancer resource with annotation across hundreds of tissue/cell types in three species.

Authors:  Tianshun Gao; Zilong Zheng; Yihang Pan; Chengming Zhu; Fuxin Wei; Jinqiu Yuan; Rui Sun; Shuo Fang; Nan Wang; Yang Zhou; Jiang Qian
Journal:  Nucleic Acids Res       Date:  2022-01-07       Impact factor: 16.971

Review 4.  Modeling genetic platelet disorders with human pluripotent stem cells: mega-progress but wanting more on our plate(let).

Authors:  Catriana C Nations; Giulia Pavani; Deborah L French; Paul Gadue
Journal:  Curr Opin Hematol       Date:  2021-09-01       Impact factor: 3.218

5.  Multi-omic single-cell velocity models epigenome-transcriptome interactions and improves cell fate prediction.

Authors:  Chen Li; Maria C Virgilio; Kathleen L Collins; Joshua D Welch
Journal:  Nat Biotechnol       Date:  2022-10-13       Impact factor: 68.164

Review 6.  Defining the Emerging Blood System During Development at Single-Cell Resolution.

Authors:  Göran Karlsson; Mikael N E Sommarin; Charlotta Böiers
Journal:  Front Cell Dev Biol       Date:  2021-05-12

7.  Comparative Transcriptomic Analysis of the Hematopoietic System between Human and Mouse by Single Cell RNA Sequencing.

Authors:  Shouguo Gao; Zhijie Wu; Jeerthi Kannan; Liza Mathews; Xingmin Feng; Sachiko Kajigaya; Neal S Young
Journal:  Cells       Date:  2021-04-21       Impact factor: 6.600

Review 8.  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

9.  The Distinct Immune Nature of the Fetal Inflammatory Response Syndrome Type I and Type II.

Authors:  Robert Para; Roberto Romero; Derek Miller; Jose Galaz; Bogdan Done; Azam Peyvandipour; Meyer Gershater; Li Tao; Kenichiro Motomura; Douglas M Ruden; Jenna Isherwood; Eunjung Jung; Tomi Kanninen; Roger Pique-Regi; Adi L Tarca; Nardhy Gomez-Lopez
Journal:  Immunohorizons       Date:  2021-09-14

10.  Analysis of single-cell RNA sequencing data based on autoencoders.

Authors:  Pietro Liò; Ana Cvejic; Andrea Tangherloni; Federico Ricciuti; Daniela Besozzi
Journal:  BMC Bioinformatics       Date:  2021-06-08       Impact factor: 3.169

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