Literature DB >> 26301842

Trajectories of cell-cycle progression from fixed cell populations.

Gabriele Gut1,2, Michelle D Tadmor3, Dana Pe'er3, Lucas Pelkmans1, Prisca Liberali1.   

Abstract

An accurate dissection of sources of cell-to-cell variability is crucial for quantitative biology at the single-cell level but has been challenging for the cell cycle. We present Cycler, a robust method that constructs a continuous trajectory of cell-cycle progression from images of fixed cells. Cycler handles heterogeneous microenvironments and does not require perturbations or genetic markers, making it generally applicable to quantifying multiple sources of cell-to-cell variability in mammalian cells.

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Year:  2015        PMID: 26301842      PMCID: PMC6004611          DOI: 10.1038/nmeth.3545

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   28.547


  22 in total

1.  Analysis of cell-cycle-specific gene expression in human cells as determined by microarrays and double-thymidine block synchronization.

Authors:  Kerby Shedden; Stephen Cooper
Journal:  Proc Natl Acad Sci U S A       Date:  2002-03-19       Impact factor: 11.205

2.  Single-cell trajectory detection uncovers progression and regulatory coordination in human B cell development.

Authors:  Sean C Bendall; Kara L Davis; El-Ad David Amir; Michelle D Tadmor; Erin F Simonds; Tiffany J Chen; Daniel K Shenfeld; Garry P Nolan; Dana Pe'er
Journal:  Cell       Date:  2014-04-24       Impact factor: 41.582

3.  Mitotic wnt signaling promotes protein stabilization and regulates cell size.

Authors:  Sergio P Acebron; Emil Karaulanov; Birgit S Berger; Ya-Lin Huang; Christof Niehrs
Journal:  Mol Cell       Date:  2014-05-15       Impact factor: 17.970

4.  A hierarchical map of regulatory genetic interactions in membrane trafficking.

Authors:  Prisca Liberali; Berend Snijder; Lucas Pelkmans
Journal:  Cell       Date:  2014-06-05       Impact factor: 41.582

5.  Cyclin D1 expression is regulated positively by the p42/p44MAPK and negatively by the p38/HOGMAPK pathway.

Authors:  J N Lavoie; G L'Allemain; A Brunet; R Müller; J Pouysségur
Journal:  J Biol Chem       Date:  1996-08-23       Impact factor: 5.157

Review 6.  Functional roles for noise in genetic circuits.

Authors:  Avigdor Eldar; Michael B Elowitz
Journal:  Nature       Date:  2010-09-09       Impact factor: 49.962

7.  Population context determines cell-to-cell variability in endocytosis and virus infection.

Authors:  Berend Snijder; Raphael Sacher; Pauli Rämö; Eva-Maria Damm; Prisca Liberali; Lucas Pelkmans
Journal:  Nature       Date:  2009-08-26       Impact factor: 49.962

8.  A genetically encoded fluorescent sensor of ERK activity.

Authors:  Christopher D Harvey; Anka G Ehrhardt; Cristina Cellurale; Haining Zhong; Ryohei Yasuda; Roger J Davis; Karel Svoboda
Journal:  Proc Natl Acad Sci U S A       Date:  2008-11-25       Impact factor: 11.205

9.  Active learning framework with iterative clustering for bioimage classification.

Authors:  Natsumaro Kutsuna; Takumi Higaki; Sachihiro Matsunaga; Tomoshi Otsuki; Masayuki Yamaguchi; Hirofumi Fujii; Seiichiro Hasezawa
Journal:  Nat Commun       Date:  2012       Impact factor: 14.919

10.  CellProfiler: image analysis software for identifying and quantifying cell phenotypes.

Authors:  Anne E Carpenter; Thouis R Jones; Michael R Lamprecht; Colin Clarke; In Han Kang; Ola Friman; David A Guertin; Joo Han Chang; Robert A Lindquist; Jason Moffat; Polina Golland; David M Sabatini
Journal:  Genome Biol       Date:  2006-10-31       Impact factor: 13.583

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  36 in total

1.  Illumination of cell cycle progression by multi-fluorescent sensing system.

Authors:  Shuo Liu; Jun Li; Teng Wang; Jiawen Xu; Zhipei Liu; Haobin Wang; Gong-Hong Wei; Alessandro Ianni; Thomas Braun; Shijing Yue
Journal:  Cell Cycle       Date:  2019-05-26       Impact factor: 4.534

2.  Diffusion pseudotime robustly reconstructs lineage branching.

Authors:  Laleh Haghverdi; Maren Büttner; F Alexander Wolf; Florian Buettner; Fabian J Theis
Journal:  Nat Methods       Date:  2016-08-29       Impact factor: 28.547

Review 3.  Single cell proteomics in biomedicine: High-dimensional data acquisition, visualization, and analysis.

Authors:  Yapeng Su; Qihui Shi; Wei Wei
Journal:  Proteomics       Date:  2017-02       Impact factor: 3.984

4.  The structure of the human cell cycle.

Authors:  Wayne Stallaert; Katarzyna M Kedziora; Colin D Taylor; Tarek M Zikry; Jolene S Ranek; Holly K Sobon; Sovanny R Taylor; Catherine L Young; Jeanette G Cook; Jeremy E Purvis
Journal:  Cell Syst       Date:  2021-11-19       Impact factor: 10.304

5.  Differential abundance testing on single-cell data using k-nearest neighbor graphs.

Authors:  Emma Dann; Neil C Henderson; Sarah A Teichmann; Michael D Morgan; John C Marioni
Journal:  Nat Biotechnol       Date:  2021-09-30       Impact factor: 54.908

6.  ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system.

Authors:  Jacob J Hughey; Trevor Hastie; Atul J Butte
Journal:  Nucleic Acids Res       Date:  2016-01-26       Impact factor: 16.971

7.  Maximum Entropy Framework for Predictive Inference of Cell Population Heterogeneity and Responses in Signaling Networks.

Authors:  Purushottam D Dixit; Eugenia Lyashenko; Mario Niepel; Dennis Vitkup
Journal:  Cell Syst       Date:  2019-12-18       Impact factor: 10.304

Review 8.  Scaling single-cell genomics from phenomenology to mechanism.

Authors:  Amos Tanay; Aviv Regev
Journal:  Nature       Date:  2017-01-18       Impact factor: 49.962

9.  Regression plane concept for analysing continuous cellular processes with machine learning.

Authors:  Abel Szkalisity; Filippo Piccinini; Attila Beleon; Tamas Balassa; Istvan Gergely Varga; Ede Migh; Csaba Molnar; Lassi Paavolainen; Sanna Timonen; Indranil Banerjee; Elina Ikonen; Yohei Yamauchi; Istvan Ando; Jaakko Peltonen; Vilja Pietiäinen; Viktor Honti; Peter Horvath
Journal:  Nat Commun       Date:  2021-05-05       Impact factor: 14.919

Review 10.  Data science in cell imaging.

Authors:  Meghan K Driscoll; Assaf Zaritsky
Journal:  J Cell Sci       Date:  2021-04-01       Impact factor: 5.285

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