Emergence of spatial structure in the tumor microenvironment due to the Warburg effect Journal Article


Authors: Carmona-Fontaine, C.; Bucci, V.; Akkari, L.; Deforet, M.; Joyce, J. A.; Xavier, J. B.
Article Title: Emergence of spatial structure in the tumor microenvironment due to the Warburg effect
Abstract: Drastic metabolic alterations, such as the Warburg effect, are found in most if not all types of malignant tumors. Emerging evidence shows that cancer cells benefit from these alterations, but little is known about how they affect noncancerous stromal cells within the tumor microenvironment. Here we show that cancer cells are better adapted to metabolic changes in the microenvironment, leading to the emergence of spatial structure. A clear example of tumor spatial structure is the localization of tumorassociated macrophages (TAMs), one of the most common stromal cell types found in tumors. TAMs are enriched in well-perfused areas, such as perivascular and cortical regions, where they are known to potentiate tumor growth and invasion. However, the mechanisms of TAM localization are not completely understood. Computational modeling predicts that gradients - of nutrients, gases, and metabolic by-products such as lactate - emerge due to altered cell metabolism within poorly perfused tumors, creating ischemic regions of the tumor microenvironment where TAMs struggle to survive. We tested our modeling prediction in a coculture system that mimics the tumor microenvironment. Using this experimental approach, we showed that a combination of metabolite gradients and differential sensitivity to lactic acid is sufficient for the emergence of macrophage localization patterns in vitro. This suggests that cancer metabolic changes create a microenvironment where tumor cells thrive over other cells. Understanding differences in tumor-stroma sensitivity to these alterations may open therapeutic avenues against cancer.
Keywords: controlled study; human cell; cell structure; image analysis; in vitro study; prediction; cell type; mathematical model; cancer cell; cellular distribution; macrophage; cell metabolism; lactic acid; tumor microenvironment; Warburg effect; human; priority journal; article; tumor adaptation
Journal Title: Proceedings of the National Academy of Sciences of the United States of America
Volume: 110
Issue: 48
ISSN: 0027-8424
Publisher: National Academy of Sciences  
Date Published: 2013-11-26
Start Page: 19402
End Page: 19407
Language: English
DOI: 10.1073/pnas.1311939110
PROVIDER: scopus
PMCID: PMC3845113
PUBMED: 24218566
DOI/URL:
Notes: Export Date: 2 January 2014 -- CODEN: PNASA -- Source: Scopus
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MSK Authors
  1. Vanni Bucci
    8 Bucci
  2. Johanna A Joyce
    67 Joyce
  3. Joao Debivar Xavier
    97 Xavier
  4. Leila Akkari
    15 Akkari
  5. Maxime Jean-Marie Deforet
    10 Deforet