Evidence map›Paper›PMID 22429463›Full record

ArticleBreast cancer research : BCR2012

Gene expression in extratumoral microenvironment predicts clinical outcome in breast cancer patients.

Erick Román-Pérez, Patricia Casbas-Hernández, Jason R Pirone, Jessica Rein, Lisa A Carey, Ronald A Lubet, Sendurai A Mani, Keith D Amos, Melissa A Troester

Open access · goldAbstract read
In one paragraph

Article in Breast cancer research : BCR, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed
3.2field-weighted citation impact, top 8% 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

61 citing papers in PubMed, 85 citations in OpenAlex.

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  9. Plant extract fromHeliyon · 2023
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  13. Field cancerization in breast cancer.The Journal of pathology · 2022
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1 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

9 authors at 3 institutions in 1 country.

Erick Román-PérezDepartment of Epidemiology, University of North Carolina at Chapel Hill, Campus Box 7435, Chapel Hill, NC 27599, USA.
Patricia Casbas-Hernández
Jason R Pirone
Jessica Rein
Lisa A Carey
Ronald A Lubet
Sendurai A Mani
Keith D Amos
Melissa A Troester
University of North Carolina at Chapel Hill · USNational Cancer Institute · USThe University of Texas MD Anderson Cancer Center · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Deborah F. Tate · 1985 to 2026
$201.5M
Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KATHERINE A. HOADLEY · 1992 to 2026
$59.3M
Pleiotropic functions of FOXC2 in EMT, stem cells and breast cancer progressionR01CA155243 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI MANI, SENDURAI AYYAVOO · 2011 to 2022
$3.2M
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
Howard Hughes Medical InstituteNCI NIH HHS P30 CA016086NCI NIH HHS P50 CA058223NCI NIH HHS P50CA058223NCI NIH HHS R01 CA138255NCI NIH HHS R01-CA138255NCI NIH HHS R01 CA155243NIEHS NIH HHS U01-ES019472
6 · The paper itself

Abstract

introductionA gene expression signature indicative of activated wound responses is common to more than 90% of non-neoplastic tissues adjacent to breast cancer, but these tissues also exhibit substantial heterogeneity. We hypothesized that gene expression subtypes of breast cancer microenvironment can be defined and that these microenvironment subtypes have clinical relevance.

methodsGene expression was evaluated in 72 patient-derived breast tissue samples adjacent to invasive breast cancer or ductal carcinoma in situ. Unsupervised clustering identified two distinct gene expression subgroups that differed in expression of genes involved in activation of fibrosis, cellular movement, cell adhesion and cell-cell contact. We evaluated the prognostic relevance of extratumoral subtype (comparing the Active group, defined by high expression of fibrosis and cellular movement genes, to the Inactive group, defined by high expression of claudins and other cellular adhesion and cell-cell contact genes) using clinical data. To establish the biological characteristics of these subtypes, gene expression profiles were compared against published and novel tumor and tumor stroma-derived signatures (Twist-related protein 1 (TWIST1) overexpression, transforming growth factor beta (TGF-β)-induced fibroblast activation, breast fibrosis, claudin-low tumor subtype and estrogen response). Histological and immunohistochemical analyses of tissues representing each microenvironment subtype were performed to evaluate protein expression and compositional differences between microenvironment subtypes.

resultsExtratumoral Active versus Inactive subtypes were not significantly associated with overall survival among all patients (hazard ratio (HR) = 1.4, 95% CI 0.6 to 2.8, P = 0.337), but there was a strong association with overall survival among estrogen receptor (ER) positive patients (HR = 2.5, 95% CI 0.9 to 6.7, P = 0.062) and hormone-treated patients (HR = 2.6, 95% CI 1.0 to 7.0, P = 0.045). The Active subtype of breast microenvironment is correlated with TWIST-overexpression signatures and shares features of claudin-low breast cancers. The Active subtype was also associated with expression of TGF-β induced fibroblast activation signatures, but there was no significant association between Active/Inactive microenvironment and desmoid type fibrosis or estrogen response gene expression signatures. Consistent with the RNA expression profiles, Active cancer-adjacent tissues exhibited higher density of TWIST nuclear staining, predominantly in epithelium, and no evidence of increased fibrosis.

conclusionsThese results document the presence of two distinct subtypes of microenvironment, with Active versus Inactive cancer-adjacent extratumoral microenvironment influencing the aggressiveness and outcome of ER-positive human breast cancers.

Indexed as

Gene Expression Regulation, NeoplasticBreast NeoplasmsCarcinoma, Intraductal, NoninfiltratingClaudinsFemaleFibroblastsFibrosisHumansKaplan-Meier EstimateNuclear ProteinsReceptors, EstrogenTransforming Growth Factor betaTumor MicroenvironmentTwist-Related Protein 1ClaudinsNuclear ProteinsReceptors, EstrogenTransforming Growth Factor betaTWIST1 protein, humanTwist-Related Protein 1

Identifiers

PMID22429463
PMCPMC3446385
OpenAlexW2097024234

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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.