Literature DB >> 28396000

Measuring Signaling and RNA-Seq in the Same Cell Links Gene Expression to Dynamic Patterns of NF-κB Activation.

Keara Lane1, David Van Valen1, Mialy M DeFelice1, Derek N Macklin1, Takamasa Kudo1, Ariel Jaimovich2, Ambrose Carr3, Tobias Meyer2, Dana Pe'er4, Stéphane C Boutet5, Markus W Covert6.   

Abstract

Signaling proteins display remarkable cell-to-cell heterogeneity in their dynamic responses to stimuli, but the consequences of this heterogeneity remain largely unknown. For instance, the contribution of the dynamics of the innate immune transcription factor nuclear factor κB (NF-κB) to gene expression output is disputed. Here we explore these questions by integrating live-cell imaging approaches with single-cell sequencing technologies. We used this approach to measure both the dynamics of lipopolysaccharide-induced NF-κB activation and the global transcriptional response in the same individual cell. Our results identify multiple, distinct cytokine expression patterns that are correlated with NF-κB activation dynamics, establishing a functional role for NF-κB dynamics in determining cellular phenotypes. Applications of this approach to other model systems and single-cell sequencing technologies have significant potential for discovery, as it is now possible to trace cellular behavior from the initial stimulus, through the signaling pathways, down to genome-wide changes in gene expression, all inside of a single cell.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  NF-κB; RNA-seq; gene expression; live-cell imaging; signaling dynamics; single-cell heterogeneity

Mesh:

Substances:

Year:  2017        PMID: 28396000      PMCID: PMC6748049          DOI: 10.1016/j.cels.2017.03.010

Source DB:  PubMed          Journal:  Cell Syst        ISSN: 2405-4712            Impact factor:   10.304


  65 in total

1.  Dynamics of the p53-Mdm2 feedback loop in individual cells.

Authors:  Galit Lahav; Nitzan Rosenfeld; Alex Sigal; Naama Geva-Zatorsky; Arnold J Levine; Michael B Elowitz; Uri Alon
Journal:  Nat Genet       Date:  2004-01-18       Impact factor: 38.330

Review 2.  Network motifs: theory and experimental approaches.

Authors:  Uri Alon
Journal:  Nat Rev Genet       Date:  2007-06       Impact factor: 53.242

3.  Versatile, fully automated, microfluidic cell culture system.

Authors:  Rafael Gómez-Sjöberg; Anne A Leyrat; Dana M Pirone; Christopher S Chen; Stephen R Quake
Journal:  Anal Chem       Date:  2007-10-23       Impact factor: 6.986

4.  An excitable gene regulatory circuit induces transient cellular differentiation.

Authors:  Gürol M Süel; Jordi Garcia-Ojalvo; Louisa M Liberman; Michael B Elowitz
Journal:  Nature       Date:  2006-03-23       Impact factor: 49.962

5.  Achieving stability of lipopolysaccharide-induced NF-kappaB activation.

Authors:  Markus W Covert; Thomas H Leung; Jahlionais E Gaston; David Baltimore
Journal:  Science       Date:  2005-09-16       Impact factor: 47.728

6.  Oscillations in NF-kappaB signaling control the dynamics of gene expression.

Authors:  D E Nelson; A E C Ihekwaba; M Elliott; J R Johnson; C A Gibney; B E Foreman; G Nelson; V See; C A Horton; D G Spiller; S W Edwards; H P McDowell; J F Unitt; E Sullivan; R Grimley; N Benson; D Broomhead; D B Kell; M R H White
Journal:  Science       Date:  2004-10-22       Impact factor: 47.728

7.  Growth factor-induced MAPK network topology shapes Erk response determining PC-12 cell fate.

Authors:  Silvia D M Santos; Peter J Verveer; Philippe I H Bastiaens
Journal:  Nat Cell Biol       Date:  2007-02-18       Impact factor: 28.824

8.  The S100A8-serum amyloid A3-TLR4 paracrine cascade establishes a pre-metastatic phase.

Authors:  Sachie Hiratsuka; Akira Watanabe; Yoshiko Sakurai; Sachiko Akashi-Takamura; Sachie Ishibashi; Kensuke Miyake; Masabumi Shibuya; Shizuo Akira; Hiroyuki Aburatani; Yoshiro Maru
Journal:  Nat Cell Biol       Date:  2008-09-28       Impact factor: 28.824

9.  Sustained activation of the mitogen-activated protein (MAP) kinase cascade may be required for differentiation of PC12 cells. Comparison of the effects of nerve growth factor and epidermal growth factor.

Authors:  S Traverse; N Gomez; H Paterson; C Marshall; P Cohen
Journal:  Biochem J       Date:  1992-12-01       Impact factor: 3.857

10.  Understanding NF-kappaB signaling via mathematical modeling.

Authors:  Raymond Cheong; Alexander Hoffmann; Andre Levchenko
Journal:  Mol Syst Biol       Date:  2008-05-06       Impact factor: 11.429

View more
  57 in total

1.  Robustness, Accuracy, and Cell State Heterogeneity in Biological Systems.

Authors:  Roy Wollman
Journal:  Curr Opin Syst Biol       Date:  2017-12-15

2.  NF-κB signaling dynamics is controlled by a dose-sensing autoregulatory loop.

Authors:  Mialy M DeFelice; Helen R Clark; Jacob J Hughey; Inbal Maayan; Takamasa Kudo; Miriam V Gutschow; Markus W Covert; Sergi Regot
Journal:  Sci Signal       Date:  2019-04-30       Impact factor: 8.192

3.  μCB-seq: microfluidic cell barcoding and sequencing for high-resolution imaging and sequencing of single cells.

Authors:  Tyler N Chen; Anushka Gupta; Mansi D Zalavadia; Aaron Streets
Journal:  Lab Chip       Date:  2020-09-15       Impact factor: 6.799

Review 4.  Towards systems tissue engineering: Elucidating the dynamics, spatial coordination, and individual cells driving emergent behaviors.

Authors:  Matthew S Hall; Joseph T Decker; Lonnie D Shea
Journal:  Biomaterials       Date:  2020-06-14       Impact factor: 12.479

Review 5.  Quantitative imaging of lipid droplets in single cells.

Authors:  Anushka Gupta; Gabriel F Dorlhiac; Aaron M Streets
Journal:  Analyst       Date:  2019-01-28       Impact factor: 4.616

6.  Fold-Change Detection of NF-κB at Target Genes with Different Transcript Outputs.

Authors:  Victor C Wong; Shibin Mathew; Ramesh Ramji; Suzanne Gaudet; Kathryn Miller-Jensen
Journal:  Biophys J       Date:  2019-01-12       Impact factor: 4.033

7.  Integrative analysis suggests cell type-specific decoding of NF-κB dynamics.

Authors:  Erik W Martin; Alicja Pacholewska; Heta Patel; Himanshu Dashora; Myong-Hee Sung
Journal:  Sci Signal       Date:  2020-02-25       Impact factor: 8.192

8.  Cell-Cycle-Dependent ERK Signaling Dynamics Direct Fate Specification in the Mammalian Preimplantation Embryo.

Authors:  Michael J Pokrass; Kathleen A Ryan; Tianchi Xin; Brittany Pielstick; Winston Timp; Valentina Greco; Sergi Regot
Journal:  Dev Cell       Date:  2020-10-21       Impact factor: 12.270

9.  Individual Cells Can Resolve Variations in Stimulus Intensity along the IGF-PI3K-AKT Signaling Axis.

Authors:  Sean M Gross; Mark A Dane; Elmar Bucher; Laura M Heiser
Journal:  Cell Syst       Date:  2019-12-11       Impact factor: 10.304

10.  Quantifying the Central Dogma in the p53 Pathway in Live Single Cells.

Authors:  Antonina Hafner; José Reyes; Jacob Stewart-Ornstein; Michael Tsabar; Ashwini Jambhekar; Galit Lahav
Journal:  Cell Syst       Date:  2020-06-12       Impact factor: 10.304

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.