Evidence map›Paper›PMID 27602736›Full record

ArticleBiophysical journal2016

A Flux Balance of Glucose Metabolism Clarifies the Requirements of the Warburg Effect.

Ziwei Dai, Alexander A Shestov, Luhua Lai, Jason W Locasale

Abstract read
In one paragraph

Article in Biophysical journal, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing 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

38 citing papers in PubMed.

  1. Review
  2. Article
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  5. Article
  6. The return of metabolism: biochemistry and physiology of glycolysis.Biological reviews of the Cambridge Philosophical Society · 2026
    Review
  7. Article
  8. The Warburg Effect is the result of faster ATP production by glycolysis than respiration.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  9. Review
  10. Article
  11. Review
  12. Article
  13. Review
  14. Review
  15. Article
  16. Review
  17. Review
  18. Article
  19. Review
  20. Metabolic landscapes in sarcomas.Journal of hematology & oncology · 2021
    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

4 authors.

Ziwei DaiDepartment of Pharmacology and Cancer Biology, Duke University School of Medicine, Duke Molecular Physiology Institute, Duke Cancer Institute, Durham, North Carolina; Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
Alexander A ShestovDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
Luhua LaiCenter for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
Jason W LocasaleDepartment of Pharmacology and Cancer Biology, Duke University School of Medicine, Duke Molecular Physiology Institute, Duke Cancer Institute, Durham, North Carolina. Electronic address: jason.locasale@duke.edu.

Funding

Dietary methionine and cancerR01CA193256 · NCI · DUKE UNIVERSITY · PI LOCASALE, JASON W. · 2015 to 2023
$3.1M
Understanding metabolic flux and the control of mammalian cell growthR00CA168997 · NCI · DUKE UNIVERSITY · PI LOCASALE, JASON W. · 2013 to 2015
$695k
NCI NIH HHS R00 CA168997NCI NIH HHS R01 CA193256
6 · The paper itself

Abstract

The Warburg effect, or aerobic glycolysis, is marked by the increased metabolism of glucose to lactate in the presence of oxygen. Despite its widespread prevalence in physiology and cancer biology, the causes and consequences remain incompletely understood. Here, we show that a simple balance of interacting fluxes in glycolysis creates constraints that impose the necessary conditions for glycolytic flux to generate lactate as opposed to entering into the mitochondria. These conditions are determined by cellular redox and energy demands. By analyzing the constraints and sampling the feasible region of the model, we further study how cell proliferation rate and mitochondria-associated NADH oxidizing and ATP producing fluxes are interlinked. Together this analysis illustrates the simplicity of the origins of the Warburg effect by identifying the flux distributions that are necessary for its instantiation.

Indexed as

Models, MolecularAdenosine TriphosphateAlgorithmsBreast NeoplasmsCarcinomaCell Line, TumorCell ProliferationGlucoseGlycolysisHumansLactic AcidMitochondriaNADOxidation-ReductionOxygenAdenosine TriphosphateGlucoseLactic AcidNADOxygen

Identifiers

PMID27602736
PMCPMC5018130

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.