Evidence map›Paper›PMID 25683518›Full record

ArticleJournal of biomechanics2015

Temporal heterogeneity in single-cell gene expression and mechanical properties during adipogenic differentiation.

Nicholas R Labriola, Eric M Darling

Abstract read
In one paragraph

Article in Journal of biomechanics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Article
  2. Review
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  13. The Emerging Role of Lamin C as an ImportantFrontiers in cell and developmental biology · 2018
    Article
  14. Article
  15. Article
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  18. Article
  19. High-Throughput Assessment of Cellular Mechanical Properties.Annual review of biomedical engineering · 2015
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Nicholas R LabriolaCenter for Biomedical Engineering, Brown University, Providence, RI 02912, United States.
Eric M DarlingCenter for Biomedical Engineering, Brown University, Providence, RI 02912, United States; Department of Molecular Pharmacology, Physiology, & Biotechnology, Department of Orthopaedics, School of Engineering, Brown University, Providence, RI 02912, United States. Electronic address: Eric_Darling@brown.edu.

Funding

COBRE for Skeletal Health and RepairP20GM104937 · NIGMS · RHODE ISLAND HOSPITAL · PI CHEN, QIAN · 2012 to 2016
$10.8M
High-yield, lineage-specific enrichment of living mesenchymal stem cellsR01AR063642 · NIAMS · BROWN UNIVERSITY · PI DARLING, ERIC M · 2013 to 2018
$1.8M
NIAMS NIH HHS R01 AR063642NIAMS NIH HHS R01AR063642NIGMS NIH HHS P20 GM104937NIGMS NIH HHS P20GM104937
6 · The paper itself

Abstract

Adipose-derived stem/stromal cells (ASCs) respond heterogeneously when exposed to lineage-specific induction medium. Variable responses at the single-cell level can be observed in the production of lineage-specific metabolites, expression of mRNA transcripts, and adoption of mechanical phenotypes. Understanding the relationship between the biological and mechanical characteristics for individual ASCs is crucial for interpreting how cellular heterogeneity affects the differentiation process. The goal of the current study was to monitor the gene expression of peroxisome proliferator receptor gamma (PPARG) in adipogenically differentiating ASC populations over two weeks, while also characterizing the expression-associated mechanical properties of individual cells using atomic force microscopy (AFM). Results showed that ASC mechanical properties did not change significantly over time in either adipogenic or control medium; however, cells expressing PPARG exhibited significantly greater compliance and fluidity compared to those lacking expression in both adipogenic and control media environments. The percent of PPARG+ cells in adipogenic samples increased over time but stayed relatively constant in controls. Previous reports of a slow, gradual change in cellular mechanical properties are explained by the increase in the number of positively differentiating cells in a sample rather than being reflective of actual, single-cell mechanical property changes. Cytoskeletal remodeling was more prevalent in adipogenic samples than controls, likely driving the adoption of a more compliant mechanical phenotype and upregulation of PPARG. The combined results reinforce the importance of understanding single-cell characteristics, in the context of heterogeneity, to provide more accurate interpretations of biological phenomena such as stem cell differentiation.

Indexed as

Genetic HeterogeneityAdipocytesAdipogenesisAdipose TissueBiomechanical PhenomenaCell DifferentiationCell LineCells, CulturedCytoskeletonGene ExpressionHumansMicroscopy, Atomic ForceModels, BiologicalPhenotypePPAR gammaRNA, MessengerPPAR gammaRNA, MessengerAdipogenesisAdipose-derived stem cellAtomic force microscopyMechanical biomarkersMolecular beacon

Identifiers

PMID25683518
PMCPMC4380682

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.