Evidence map›Paper›PMID 23236214›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2013

Impact of tumor microenvironment and epithelial phenotypes on metabolism in breast cancer.

Heather Ann Brauer, Liza Makowski, Katherine A Hoadley, Patricia Casbas-Hernandez, Lindsay J Lang, Erick Romàn-Pèrez, Monica D'Arcy, Alex J Freemerman, Charles M Perou, Melissa A Troester

Open access · bronzeAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers.

0numbers the graph read from it
0cells of the map it votes in
70citing papers in PubMed
3.6field-weighted citation impact, top 7% of its field
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

70 citing papers in PubMed, 97 citations in OpenAlex.

  1. Article
  2. Review
  3. The MDA-MB-231 Breast Cancer Cell Secretomes Modify Metabolomes ofInternational journal of molecular sciences · 2025
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  4. Review
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  7. Mitochondrial transfer in tunneling nanotubes-a new target for cancer therapy.Journal of experimental & clinical cancer research : CR · 2024
    Review
  8. Article
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  12. Metabolic targeting of malignant tumors: a need for systemic approach.Journal of cancer research and clinical oncology · 2023
    Review
  13. International journal of molecular sciences · 2023
    Article
  14. Review
  15. Article
  16. Review
  17. Review
  18. [Research advances on the formation mechanism and diagnosis of bacteria biofilms in chronic wounds].Zhonghua shao shang za zhi = Zhonghua shaoshang zazhi = Chinese journal of burns · 2021
    Article
  19. The NHanceBiomedicines · 2021
    Article
  20. Article

10 more citing papers are in PubMed but not listed here.

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

10 authors at 2 institutions in 2 countries.

Heather Ann BrauerDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
Liza Makowski
Katherine A Hoadley
Patricia Casbas-Hernandez
Lindsay J Lang
Erick Romàn-Pèrez
Monica D'Arcy
Alex J Freemerman
Charles M Perou
Melissa A Troester
University of North Carolina at Chapel Hill · USSegeberger Kliniken · DE

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI David Darr · 1985 to 2026
$201.5M
Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CHARLES M PEROU · 1992 to 2026
$59.3M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
UNIV OF NORTH CAROLINA CLINICAL NUTRITION RESEARCH UNITP30DK056350 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Ian Michael Carroll · 1999 to 2026
$31.6M
Conserved Biology of Tumor and Microenvironment in Breast Cancer ProgressionR01CA138255 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI PEROU, CHARLES M, TROESTER, MELISSA A. · 2008 to 2012
$2.4M
Pregnancy, Obesogenic Environments, and Basal-like Breast CancerU01ES019472 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI TROESTER, MELISSA A. · 2010 to 2014
$2.3M
Macrophage Mitochondrial Stress in Inflammation, Insulin Resistance & ObesityR00AA017376 · NIAAA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MAKOWSKI-HAYES, LIZA · 2010 to 2012
$728k
Macrophage Mitochondrial Stress in Inflammation, Insulin Resistance & ObesityK99AA017376 · NIAAA · DUKE UNIVERSITY · PI MAKOWSKI-HAYES, LIZA · 2007 to 2008
$161k
NCI NIH HHS L30 CA130535NCI NIH HHS P30 CA016086NCI NIH HHS P50 CA058223NCI NIH HHS P50-CA58223NCI NIH HHS R01 CA138255NCI NIH HHS R01-CA138255NIAAA NIH HHS AA017376NIAAA NIH HHS K99 AA017376NIAAA NIH HHS R00 AA017376NIDDK NIH HHS P30 DK056350NIDDK NIH HHS P30DK056350NIEHS NIH HHS ES019472NIEHS NIH HHS P30 ES010126NIEHS NIH HHS U01 ES019472NIEHS NIH HHS U01-ES019472
6 · The paper itself

Abstract

purposeCancer cells have altered metabolism, with increased glucose uptake, glycolysis, and biomass production. This study conducted genomic and metabolomic analyses to elucidate how tumor and stromal genomic characteristics influence tumor metabolism. EXPERIMENTAL

designThirty-three breast tumors and six normal breast tissues were analyzed by gene expression microarray and by mass spectrometry for metabolites. Gene expression data and clinical characteristics were evaluated in association with metabolic phenotype. To evaluate the role of stromal interactions in altered metabolism, cocultures were conducted using breast cancer cells and primary cancer-associated fibroblasts (CAF).

resultsAcross all metabolites, unsupervised clustering resulted in two main sample clusters. Normal breast tissue and a subset of tumors with less aggressive clinical characteristics had lower levels of nucleic and amino acids and glycolysis byproducts, whereas more aggressive tumors had higher levels of these Warburg-associated metabolites. While tumor-intrinsic subtype did not predict metabolic phenotype, metabolic cluster was significantly associated with expression of a wound response signature. In cocultures, CAFs from basal-like breast cancers increased glucose uptake and basal-like epithelial cells increased glucose oxidation and glycogen synthesis, suggesting interplay of stromal and epithelial phenotypes on metabolism. Cytokine arrays identified hepatocyte growth factor (HGF) as a potential mediator of stromal-epithelial interaction and antibody neutralization of HGF resulted in reduced expression of glucose transporter 1 (GLUT1) and decreased glucose uptake by epithelium.

conclusionsBoth tumor/epithelial and stromal characteristics play important roles in metabolism. Warburg-like metabolism is influenced by changes in stromal-epithelial interactions, including altered expression of HGF/Met pathway and GLUT1 expression.

Indexed as

PhenotypeTumor MicroenvironmentAdultAgedBreast NeoplasmsCluster AnalysisEpithelial CellsFemaleGlucoseGlucose Transporter Type 1Hepatocyte Growth FactorHumansMetabolic Networks and PathwaysMetabolomeMetabolomicsMiddle AgedGlucoseGlucose Transporter Type 1Hepatocyte Growth Factor

Identifiers

PMID23236214
PMCPMC3684709
OpenAlexW1964891521

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.