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Title: Analysis of individual cells identifies cell-to-cell variability following induction of cellular senescence

Abstract

Senescent cells play important roles in both physiological and pathological processes, including cancer and aging. In all cases, however, senescent cells comprise only a small fraction of tissues. Senescent phenotypes have been studied largely in relatively homogeneous populations of cultured cells. In vivo, senescent cells are generally identified by a small number of markers, but whether and how these markers vary among individual cells is unknown. We therefore utilized a combination of single-cell isolation and a nanofluidic PCR platform to determine the contributions of individual cells to the overall gene expression profile of senescent human fibroblast populations. Individual senescent cells were surprisingly heterogeneous in their gene expression signatures. This cell-to-cell variability resulted in a loss of correlation among the expression of several senescence associated genes. Many genes encoding senescence-associated secretory phenotype (SASP) factors, a major contributor to the effects of senescent cells in vivo, showed marked variability with a subset of highly induced genes accounting for the increases observed at the population level. Inflammatory genes in clustered genomic loci showed a greater correlation with senescence compared to nonclustered loci, suggesting that these genes are coregulated by genomic location. Together, these data offer new insights into how genes are regulated inmore » senescent cells and suggest that single markers are inadequate to identify senescent cells in vivo.« less

Authors:
 [1];  [1];  [1];  [2];  [2];  [3];  [2];  [3];  [1];  [4]
  1. Buck Inst. for Research on Aging, Novato, CA (United States)
  2. Fluidigm Corporation, South San Francisco, CA (United States)
  3. Albert Einstein College of Medicine, Bronx, NY (United States). Dept. of Genetics
  4. Buck Inst. for Research on Aging, Novato, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division
OSTI Identifier:
1625859
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Aging Cell
Additional Journal Information:
Journal Volume: 16; Journal Issue: 5; Journal ID: ISSN 1474-9718
Publisher:
Anatomical Society - Wiley
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; Cell Biology; Geriatrics & Gerontology; aging; cellular senescence; cytokines; single cell; transcriptomics

Citation Formats

Wiley, Christopher D., Flynn, James M., Morrissey, Christapher, Lebofsky, Ronald, Shuga, Joe, Dong, Xiao, Unger, Marc A., Vijg, Jan, Melov, Simon, and Campisi, Judith. Analysis of individual cells identifies cell-to-cell variability following induction of cellular senescence. United States: N. p., 2017. Web. doi:10.1111/acel.12632.
Wiley, Christopher D., Flynn, James M., Morrissey, Christapher, Lebofsky, Ronald, Shuga, Joe, Dong, Xiao, Unger, Marc A., Vijg, Jan, Melov, Simon, & Campisi, Judith. Analysis of individual cells identifies cell-to-cell variability following induction of cellular senescence. United States. https://doi.org/10.1111/acel.12632
Wiley, Christopher D., Flynn, James M., Morrissey, Christapher, Lebofsky, Ronald, Shuga, Joe, Dong, Xiao, Unger, Marc A., Vijg, Jan, Melov, Simon, and Campisi, Judith. Tue . "Analysis of individual cells identifies cell-to-cell variability following induction of cellular senescence". United States. https://doi.org/10.1111/acel.12632. https://www.osti.gov/servlets/purl/1625859.
@article{osti_1625859,
title = {Analysis of individual cells identifies cell-to-cell variability following induction of cellular senescence},
author = {Wiley, Christopher D. and Flynn, James M. and Morrissey, Christapher and Lebofsky, Ronald and Shuga, Joe and Dong, Xiao and Unger, Marc A. and Vijg, Jan and Melov, Simon and Campisi, Judith},
abstractNote = {Senescent cells play important roles in both physiological and pathological processes, including cancer and aging. In all cases, however, senescent cells comprise only a small fraction of tissues. Senescent phenotypes have been studied largely in relatively homogeneous populations of cultured cells. In vivo, senescent cells are generally identified by a small number of markers, but whether and how these markers vary among individual cells is unknown. We therefore utilized a combination of single-cell isolation and a nanofluidic PCR platform to determine the contributions of individual cells to the overall gene expression profile of senescent human fibroblast populations. Individual senescent cells were surprisingly heterogeneous in their gene expression signatures. This cell-to-cell variability resulted in a loss of correlation among the expression of several senescence associated genes. Many genes encoding senescence-associated secretory phenotype (SASP) factors, a major contributor to the effects of senescent cells in vivo, showed marked variability with a subset of highly induced genes accounting for the increases observed at the population level. Inflammatory genes in clustered genomic loci showed a greater correlation with senescence compared to nonclustered loci, suggesting that these genes are coregulated by genomic location. Together, these data offer new insights into how genes are regulated in senescent cells and suggest that single markers are inadequate to identify senescent cells in vivo.},
doi = {10.1111/acel.12632},
journal = {Aging Cell},
number = 5,
volume = 16,
place = {United States},
year = {Tue Jul 11 00:00:00 EDT 2017},
month = {Tue Jul 11 00:00:00 EDT 2017}
}

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