Literature DB >> 29211687

Cellular reprogramming dynamics follow a simple 1D reaction coordinate.

Sai Teja Pusuluri1, Alex H Lang, Pankaj Mehta, Horacio E Castillo.   

Abstract

Cellular reprogramming, the conversion of one cell type to another, induces global changes in gene expression involving thousands of genes, and understanding how cells globally alter their gene expression profile during reprogramming is an ongoing problem. Here we reanalyze time-course data on cellular reprogramming from differentiated cell types to induced pluripotent stem cells (iPSCs) and show that gene expression dynamics during reprogramming follow a simple 1D reaction coordinate. This reaction coordinate is independent of both the time it takes to reach the iPSC state as well as the details of the experimental protocol used. Using Monte-Carlo simulations, we show that such a reaction coordinate emerges from epigenetic landscape models where cellular reprogramming is viewed as a 'barrier-crossing' process between cell fates. Overall, our analysis and model suggest that gene expression dynamics during reprogramming follow a canonical trajectory consistent with the idea of an 'optimal path' in gene expression space for reprogramming.

Entities:  

Mesh:

Year:  2017        PMID: 29211687      PMCID: PMC6482097          DOI: 10.1088/1478-3975/aa90e0

Source DB:  PubMed          Journal:  Phys Biol        ISSN: 1478-3967            Impact factor:   2.583


  43 in total

Review 1.  Theory of protein folding.

Authors:  José Nelson Onuchic; Peter G Wolynes
Journal:  Curr Opin Struct Biol       Date:  2004-02       Impact factor: 6.809

2.  The potential landscape of genetic circuits imposes the arrow of time in stem cell differentiation.

Authors:  Jin Wang; Li Xu; Erkang Wang; Sui Huang
Journal:  Biophys J       Date:  2010-07-07       Impact factor: 4.033

Review 3.  Stem cell states, fates, and the rules of attraction.

Authors:  Tariq Enver; Martin Pera; Carsten Peterson; Peter W Andrews
Journal:  Cell Stem Cell       Date:  2009-05-08       Impact factor: 24.633

4.  Elite and stochastic models for induced pluripotent stem cell generation.

Authors:  Shinya Yamanaka
Journal:  Nature       Date:  2009-07-02       Impact factor: 49.962

5.  Foxd1 is a mediator and indicator of the cell reprogramming process.

Authors:  Makito Koga; Mitsuhiro Matsuda; Teruhisa Kawamura; Takahiro Sogo; Asako Shigeno; Eisuke Nishida; Miki Ebisuya
Journal:  Nat Commun       Date:  2014       Impact factor: 14.919

6.  Direct reprogramming of fibroblasts into functional cardiomyocytes by defined factors.

Authors:  Masaki Ieda; Ji-Dong Fu; Paul Delgado-Olguin; Vasanth Vedantham; Yohei Hayashi; Benoit G Bruneau; Deepak Srivastava
Journal:  Cell       Date:  2010-08-06       Impact factor: 41.582

7.  Induction of pluripotent stem cells from fibroblast cultures.

Authors:  Kazutoshi Takahashi; Keisuke Okita; Masato Nakagawa; Shinya Yamanaka
Journal:  Nat Protoc       Date:  2007       Impact factor: 13.491

8.  Cellular network entropy as the energy potential in Waddington's differentiation landscape.

Authors:  Christopher R S Banerji; Diego Miranda-Saavedra; Simone Severini; Martin Widschwendter; Tariq Enver; Joseph X Zhou; Andrew E Teschendorff
Journal:  Sci Rep       Date:  2013-10-24       Impact factor: 4.379

9.  Single cell analysis reveals the stochastic phase of reprogramming to pluripotency is an ordered probabilistic process.

Authors:  Kyung-Min Chung; Frederick W Kolling; Matthew D Gajdosik; Steven Burger; Alexander C Russell; Craig E Nelson
Journal:  PLoS One       Date:  2014-04-17       Impact factor: 3.240

10.  Gene-pair expression signatures reveal lineage control.

Authors:  Merja Heinäniemi; Matti Nykter; Roger Kramer; Anke Wienecke-Baldacchino; Lasse Sinkkonen; Joseph Xu Zhou; Richard Kreisberg; Stuart A Kauffman; Sui Huang; Ilya Shmulevich
Journal:  Nat Methods       Date:  2013-04-21       Impact factor: 28.547

View more
  4 in total

1.  Modeling disease progression in Multiple Myeloma with Hopfield networks and single-cell RNA-seq.

Authors:  Sergii Domanskyi; Alex Hakansson; Giovanni Paternostro; Carlo Piermarocchi
Journal:  Proceedings (IEEE Int Conf Bioinformatics Biomed)       Date:  2020-02-06

2.  The in vivo genetic program of murine primordial lung epithelial progenitors.

Authors:  Laertis Ikonomou; Michael J Herriges; Sara L Lewandowski; Robert Marsland; Carlos Villacorta-Martin; Ignacio S Caballero; David B Frank; Reeti M Sanghrajka; Keri Dame; Maciej M Kańduła; Julia Hicks-Berthet; Matthew L Lawton; Constantina Christodoulou; Attila J Fabian; Eric Kolaczyk; Xaralabos Varelas; Edward E Morrisey; John M Shannon; Pankaj Mehta; Darrell N Kotton
Journal:  Nat Commun       Date:  2020-01-31       Impact factor: 14.919

Review 3.  Derivation of Thyroid Follicular Cells From Pluripotent Stem Cells: Insights From Development and Implications for Regenerative Medicine.

Authors:  Alberto Posabella; Andrea B Alber; Hendrik J Undeutsch; Raoul A Droeser; Anthony N Hollenberg; Laertis Ikonomou; Darrell N Kotton
Journal:  Front Endocrinol (Lausanne)       Date:  2021-04-20       Impact factor: 5.555

4.  Geometric models for robust encoding of dynamical information into embryonic patterns.

Authors:  Laurent Jutras-Dubé; Ezzat El-Sherif; Paul François
Journal:  Elife       Date:  2020-08-10       Impact factor: 8.713

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.