Literature DB >> 34916290

Volumetric compression develops noise-driven single-cell heterogeneity.

Xing Zhao1,2,3, Jiliang Hu4, Yiwei Li5, Ming Guo6.   

Abstract

Recent studies have revealed that extensive heterogeneity of biological systems arises through various routes ranging from intracellular chromosome segregation to spatiotemporally varying biochemical stimulations. However, the contribution of physical microenvironments to single-cell heterogeneity remains largely unexplored. Here, we show that a homogeneous population of non-small-cell lung carcinoma develops into heterogeneous subpopulations upon application of a homogeneous physical compression, as shown by single-cell transcriptome profiling. The generated subpopulations stochastically gain the signature genes associated with epithelial-mesenchymal transition (EMT; VIM, CDH1, EPCAM, ZEB1, and ZEB2) and cancer stem cells (MKI67, BIRC5, and KLF4), respectively. Trajectory analysis revealed two bifurcated paths as cells evolving upon the physical compression, along each path the corresponding signature genes (epithelial or mesenchymal) gradually increase. Furthermore, we show that compression increases gene expression noise, which interplays with regulatory network architecture and thus generates differential cell-fate outcomes. The experimental observations of both single-cell sequencing and single-molecule fluorescent in situ hybridization agrees well with our computational modeling of regulatory network in the EMT process. These results demonstrate a paradigm of how mechanical stimulations impact cell-fate determination by altering transcription dynamics; moreover, we show a distinct path that the ecology and evolution of cancer interplay with their physical microenvironments from the view of mechanobiology and systems biology, with insight into the origin of single-cell heterogeneity.

Entities:  

Keywords:  cell fate decision; cell volume; heterogeneity; mechanobiology; single cell

Mesh:

Substances:

Year:  2021        PMID: 34916290      PMCID: PMC8713786          DOI: 10.1073/pnas.2110550118

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   12.779


  131 in total

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Review 4.  The Physics of Cellular Decision Making During Epithelial-Mesenchymal Transition.

Authors:  Shubham Tripathi; Herbert Levine; Mohit Kumar Jolly
Journal:  Annu Rev Biophys       Date:  2020-01-08       Impact factor: 12.981

5.  A possible role for epigenetic feedback regulation in the dynamics of the epithelial-mesenchymal transition (EMT).

Authors:  Wen Jia; Abhijeet Deshmukh; Sendurai A Mani; Mohit Kumar Jolly; Herbert Levine
Journal:  Phys Biol       Date:  2019-09-06       Impact factor: 2.583

6.  Matrix crosslinking forces tumor progression by enhancing integrin signaling.

Authors:  Kandice R Levental; Hongmei Yu; Laura Kass; Johnathon N Lakins; Mikala Egeblad; Janine T Erler; Sheri F T Fong; Katalin Csiszar; Amato Giaccia; Wolfgang Weninger; Mitsuo Yamauchi; David L Gasser; Valerie M Weaver
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Authors:  Sendurai A Mani; Wenjun Guo; Mai-Jing Liao; Elinor Ng Eaton; Ayyakkannu Ayyanan; Alicia Y Zhou; Mary Brooks; Ferenc Reinhard; Cheng Cheng Zhang; Michail Shipitsin; Lauren L Campbell; Kornelia Polyak; Cathrin Brisken; Jing Yang; Robert A Weinberg
Journal:  Cell       Date:  2008-05-16       Impact factor: 41.582

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Authors:  Xiao-Jun Tian; Hang Zhang; Jianhua Xing
Journal:  Biophys J       Date:  2013-08-20       Impact factor: 4.033

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Journal:  Nat Cell Biol       Date:  2015-04-20       Impact factor: 28.824

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  1 in total

Review 1.  Forces in stem cells and cancer stem cells.

Authors:  Farhan Chowdhury; Bo Huang; Ning Wang
Journal:  Cells Dev       Date:  2022-03-26
  1 in total

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