Literature DB >> 32780577

Deciphering Cell Fate Decision by Integrated Single-Cell Sequencing Analysis.

Dominic Grün1,2.   

Abstract

Cellular differentiation is a common underlying feature of all multicellular organisms through which naïve cells progressively become fate restricted and develop into mature cells with specialized functions. A comprehensive understanding of the regulatory mechanisms of cell fate choices during de- velopment, regeneration, homeostasis, and disease is a central goal of mod- ern biology. Ongoing rapid advances in single-cell biology are enabling the exploration of cell fate specification at unprecedented resolution. Here, we review single-cell RNA sequencing and sequencing of other modalities as methods to elucidate the molecular underpinnings of lineage specification. We specifically discuss how the computational tools available to reconstruct lineage trajectories, quantify cell fate bias, and perform dimensionality re- duction for data visualization are providing new mechanistic insights into the process of cell fate decision. Studying cellular differentiation using single- cell genomic tools is paving the way for a detailed understanding of cellular behavior in health and disease.

Entities:  

Year:  2020        PMID: 32780577      PMCID: PMC7115822          DOI: 10.1146/annurev-biodatasci-111419-091750

Source DB:  PubMed          Journal:  Annu Rev Biomed Data Sci        ISSN: 2574-3414


  115 in total

Review 1.  Molecular bases of circadian rhythms.

Authors:  S L Harmer; S Panda; S A Kay
Journal:  Annu Rev Cell Dev Biol       Date:  2001       Impact factor: 13.827

2.  Diffusion maps for high-dimensional single-cell analysis of differentiation data.

Authors:  Laleh Haghverdi; Florian Buettner; Fabian J Theis
Journal:  Bioinformatics       Date:  2015-05-21       Impact factor: 6.937

Review 3.  Nature, nurture, or chance: stochastic gene expression and its consequences.

Authors:  Arjun Raj; Alexander van Oudenaarden
Journal:  Cell       Date:  2008-10-17       Impact factor: 41.582

4.  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

5.  The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells.

Authors:  Cole Trapnell; Davide Cacchiarelli; Jonna Grimsby; Prapti Pokharel; Shuqiang Li; Michael Morse; Niall J Lennon; Kenneth J Livak; Tarjei S Mikkelsen; John L Rinn
Journal:  Nat Biotechnol       Date:  2014-03-23       Impact factor: 54.908

6.  Fundamental limits on dynamic inference from single-cell snapshots.

Authors:  Caleb Weinreb; Samuel Wolock; Betsabeh K Tusi; Merav Socolovsky; Allon M Klein
Journal:  Proc Natl Acad Sci U S A       Date:  2018-02-20       Impact factor: 11.205

7.  Slingshot: cell lineage and pseudotime inference for single-cell transcriptomics.

Authors:  Kelly Street; Davide Risso; Russell B Fletcher; Diya Das; John Ngai; Nir Yosef; Elizabeth Purdom; Sandrine Dudoit
Journal:  BMC Genomics       Date:  2018-06-19       Impact factor: 3.969

8.  CEL-Seq2: sensitive highly-multiplexed single-cell RNA-Seq.

Authors:  Tamar Hashimshony; Naftalie Senderovich; Gal Avital; Agnes Klochendler; Yaron de Leeuw; Leon Anavy; Dave Gennert; Shuqiang Li; Kenneth J Livak; Orit Rozenblatt-Rosen; Yuval Dor; Aviv Regev; Itai Yanai
Journal:  Genome Biol       Date:  2016-04-28       Impact factor: 13.583

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.  The Human Cell Atlas.

Authors:  Aviv Regev; Sarah A Teichmann; Eric S Lander; Ido Amit; Christophe Benoist; Ewan Birney; Bernd Bodenmiller; Peter Campbell; Piero Carninci; Menna Clatworthy; Hans Clevers; Bart Deplancke; Ian Dunham; James Eberwine; Roland Eils; Wolfgang Enard; Andrew Farmer; Lars Fugger; Berthold Göttgens; Nir Hacohen; Muzlifah Haniffa; Martin Hemberg; Seung Kim; Paul Klenerman; Arnold Kriegstein; Ed Lein; Sten Linnarsson; Emma Lundberg; Joakim Lundeberg; Partha Majumder; John C Marioni; Miriam Merad; Musa Mhlanga; Martijn Nawijn; Mihai Netea; Garry Nolan; Dana Pe'er; Anthony Phillipakis; Chris P Ponting; Stephen Quake; Wolf Reik; Orit Rozenblatt-Rosen; Joshua Sanes; Rahul Satija; Ton N Schumacher; Alex Shalek; Ehud Shapiro; Padmanee Sharma; Jay W Shin; Oliver Stegle; Michael Stratton; Michael J T Stubbington; Fabian J Theis; Matthias Uhlen; Alexander van Oudenaarden; Allon Wagner; Fiona Watt; Jonathan Weissman; Barbara Wold; Ramnik Xavier; Nir Yosef
Journal:  Elife       Date:  2017-12-05       Impact factor: 8.140

View more
  5 in total

Review 1.  The biology of time: dynamic responses of cell types to developmental, circadian and environmental cues.

Authors:  Joseph Swift; Kathleen Greenham; Joseph R Ecker; Gloria M Coruzzi; C Robertson McClung
Journal:  Plant J       Date:  2021-12-06       Impact factor: 7.091

2.  Single-Cell RNA Sequencing to Disentangle the Blood System.

Authors:  Jean Acosta; Daniel Ssozi; Peter van Galen
Journal:  Arterioscler Thromb Vasc Biol       Date:  2021-01-14       Impact factor: 8.311

Review 3.  How a cell decides its own fate: a single-cell view of molecular mechanisms and dynamics of cell-type specification.

Authors:  Maria Mircea; Stefan Semrau
Journal:  Biochem Soc Trans       Date:  2021-12-17       Impact factor: 5.407

Review 4.  Cell types as species: Exploring a metaphor.

Authors:  Jeff J Doyle
Journal:  Front Plant Sci       Date:  2022-08-22       Impact factor: 6.627

5.  Single-Cell Trajectory Inference Guided Enhancement of Thyroid Maturation In Vitro Using TGF-Beta Inhibition.

Authors:  Mírian Romitti; Sema Elif Eski; Barbara Faria Fonseca; Pierre Gillotay; Sumeet Pal Singh; Sabine Costagliola
Journal:  Front Endocrinol (Lausanne)       Date:  2021-05-31       Impact factor: 5.555

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.