Evidence map›Paper›PMID 27312776›Full record

ArticleBiotechnology journal2016

Cell-to-cell heterogeneity emerges as consequence of metabolic cooperation in a synthetic yeast community.

Kate Campbell, Jakob Vowinckel, Markus Ralser

Abstract read
In one paragraph

Article in Biotechnology journal, 2016. 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. Scale-down bioreactors-comparative analysis of configurations.Bioprocess and biosystems engineering · 2025
    Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Interrogating metabolism as an electron flow system.Current opinion in systems biology · 2019
    Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. F1000Research · 2016
    Article
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

3 authors.

Kate CampbellDepartment of Biochemistry and Cambridge Systems Biology Centre, University of Cambridge, Cambridge, United Kingdom.
Jakob VowinckelDepartment of Biochemistry and Cambridge Systems Biology Centre, University of Cambridge, Cambridge, United Kingdom.
Markus RalserDepartment of Biochemistry and Cambridge Systems Biology Centre, University of Cambridge, Cambridge, United Kingdom. mr559@cam.ac.uk.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Cells that grow together respond heterogeneously to stress even when they are genetically similar. Metabolism, a key determinant of cellular stress tolerance, may be one source of this phenotypic heterogeneity, however, this relationship is largely unclear. We used self-establishing metabolically cooperating (SeMeCo) yeast communities, in which metabolic cooperation can be followed on the basis of genotype, as a model to dissect the role of metabolic cooperation in single-cell heterogeneity. Cells within SeMeCo communities showed to be highly heterogeneous in their stress tolerance, while the survival of each cell under heat or oxidative stress, was strongly determined by its metabolic specialization. This heterogeneity emerged for all metabolite exchange interactions studied (histidine, leucine, uracil, and methionine) as well as oxidant (H2 O2 , diamide) and heat stress treatments. In contrast, the SeMeCo community collectively showed to be similarly tolerant to stress as wild-type populations. Moreover, stress heterogeneity did not establish as sole consequence of metabolic genotype (auxotrophic background) of the single cell, but was observed only for cells that cooperated according to their metabolic capacity. We therefore conclude that phenotypic heterogeneity and cell to cell differences in stress tolerance are emergent properties when cells cooperate in metabolism.

Indexed as

MetabolomeCoculture TechniquesGenotypeHot TemperatureMicrobial InteractionsMicrobial ViabilityOxidative StressPhenotypeSaccharomyces cerevisiaeSynthetic BiologyHeat stressMetabolic cooperationOxidative stressSelf-establishing metabolically cooperating yeast community

Identifiers

PMID27312776
PMCPMC5031204

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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.