Evidence map›Paper›PMID 33526662›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Intercellular communication induces glycolytic synchronization waves between individually oscillating cells.

Martin Mojica-Benavides, David D van Niekerk, Mite Mijalkov, Jacky L Snoep, Bernhard Mehlig, Giovanni Volpe, Mattias Goksör, Caroline B Adiels

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. The return of metabolism: biochemistry and physiology of glycolysis.Biological reviews of the Cambridge Philosophical Society · 2026
    Review
  2. Review
  3. Glucose and Lactate, Starters or Intermediates of Cancer Metabolic Rewiring.Advances in experimental medicine and biology · 2026
    Review
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  7. Review
  8. Article
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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

8 authors.

Martin Mojica-BenavidesDepartment of Physics, University of Gothenburg, SE-41296 Gothenburg, Sweden.ORCID 0000-0002-1933-8293
David D van NiekerkDepartment of Biochemistry, Stellenbosch University, Matieland 7602, South Africa.ORCID 0000-0003-2633-0537
Mite MijalkovDepartment of Neurobiology, Care Sciences and Society, Karolinska Institutet, SE-17177 Stockholm, Sweden.ORCID 0000-0002-9844-4413
Jacky L SnoepDepartment of Biochemistry, Stellenbosch University, Matieland 7602, South Africa.ORCID 0000-0002-0405-8854
Bernhard MehligDepartment of Physics, University of Gothenburg, SE-41296 Gothenburg, Sweden.ORCID 0000-0002-3672-6538
Giovanni VolpeDepartment of Physics, University of Gothenburg, SE-41296 Gothenburg, Sweden.ORCID 0000-0001-5057-1846
Mattias GoksörDepartment of Physics, University of Gothenburg, SE-41296 Gothenburg, Sweden.ORCID 0000-0002-2485-3396
Caroline B AdielsDepartment of Physics, University of Gothenburg, SE-41296 Gothenburg, Sweden; caroline.adiels@physics.gu.se.ORCID 0000-0002-2403-2213

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many organs have internal structures with spatially differentiated and sometimes temporally synchronized groups of cells. The mechanisms leading to such differentiation and coordination are not well understood. Here we design a diffusion-limited microfluidic system to mimic a multicellular organ structure with peripheral blood flow and test whether a group of individually oscillating yeast cells could form subpopulations of spatially differentiated and temporally synchronized cells. Upon substrate addition, the dynamic response at single-cell level shows glycolytic oscillations, leading to wave fronts traveling through the monolayered population and to synchronized communities at well-defined positions in the cell chamber. A detailed mechanistic model with the architectural structure of the flow chamber incorporated successfully predicts the spatial-temporal experimental data, and allows for a molecular understanding of the observed phenomena. The intricate interplay of intracellular biochemical reaction networks leading to the oscillations, combined with intercellular communication via metabolic intermediates and fluid dynamics of the reaction chamber, is responsible for the generation of the subpopulations of synchronized cells. This mechanism, as analyzed from the model simulations, is experimentally tested using different concentrations of cyanide stress solutions. The results are reproducible and stable, despite cellular heterogeneity, and the spontaneous community development is reminiscent of a zoned cell differentiation often observed in multicellular organs.

Indexed as

Cell CommunicationGlycolysisComputer SimulationExtracellular SpaceMicrofluidicsSaccharomyces cerevisiaeTime Factorscell–cell communicationglycolytic oscillationssynchronization waves

Identifiers

PMID33526662
PMCPMC8017953

What OpenQuestion holds

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Registered trials

None linked

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.