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The role of transforming growth factor-beta-mediated tumor-stroma interactions in prostate cancer progression: an integrative approach.

ABSTRACT: We have implemented a hybrid cellular automata model based on the structure of human prostate that recapitulates key interactions in nascent tumor foci between tumor cells and adjacent stroma. Model simulations show how stochastic interactions between tumor cells and stroma may lead to a structural suppression of tumor growth, modest proliferation, or unopposed tumor growth. The model incorporates key aspects of prostate tumor progression, including transforming growth factor-beta (TGF-beta), matrix-degrading enzyme activity, and stromal activation. It also examines the importance of TGF-beta during tumor progression and the role of stromal cell density in regulating tumor growth. The validity of one of the key predictions of the model about the effect of epithelial TGF-beta production on glandular stability was tested in vivo. These experimental results confirmed the ability of the model to generate testable biological predictions in addition to providing new avenues of experimental interest. This work underscores the need for more pathologically representative models to cooperatively drive computational and biological modeling, which together could eventually lead to more accurate diagnoses and treatments of prostate cancer.

SUBMITTER: Basanta D

PROVIDER: S-EPMC2748342 | biostudies-literature | 2009 Sep

REPOSITORIES: biostudies-literature

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The role of transforming growth factor-beta-mediated tumor-stroma interactions in prostate cancer progression: an integrative approach.

Basanta David D Strand Douglas W DW Lukner Ralf B RB Franco Omar E OE Cliffel David E DE Ayala Gustavo E GE Hayward Simon W SW Anderson Alexander R A AR

Cancer research 20090825 17

We have implemented a hybrid cellular automata model based on the structure of human prostate that recapitulates key interactions in nascent tumor foci between tumor cells and adjacent stroma. Model simulations show how stochastic interactions between tumor cells and stroma may lead to a structural suppression of tumor growth, modest proliferation, or unopposed tumor growth. The model incorporates key aspects of prostate tumor progression, including transforming growth factor-beta (TGF-beta), ma ...[more]

PMID: 19706777

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Project description:BACKGROUND: Diffuse-type gastric carcinoma is a cancer with poor prognosis that has high levels of transforming growth factor beta (TGF-beta) expression and thick stromal fibrosis. However, the association of TGF-beta signaling with diffuse-type gastric carcinoma has not been investigated in detail. METHODS: We used a lentiviral infection system to express a dominant-negative TGF-beta type II receptor (dnTbetaRII) or green fluorescent protein (GFP) as a control in the diffuse-type gastric carcinoma cell lines, OCUM-2MLN and OCUM-12. These infected cells and the corresponding parental control cells were subcutaneously or orthotopically injected into nude mice. Angiogenesis was inhibited by infecting cells with a lentivirus carrying the gene for angiogenic inhibitor thrombospondin-1 or by injecting mice intraperitoneally with the small-molecule angiogenic inhibitor sorafenib or with anti-vascular endothelial growth factor (VEGF) neutralizing antibody (six or eight mice per group). Expression of phospho-Smad2 and thrombospondin-1 was investigated immunologically in human gastric carcinoma tissues from 102 patients. All statistical tests were two-sided. RESULTS: Expression of dnTbetaRII into OCUM-2MLN cells did not affect their proliferation in vitro, but it accelerated the growth of subcutaneously or orthotopically transplanted tumors in vivo (eg, for mean volume of subcutaneous tumors on day 10 relative to that on day 0: dnTbetaRII tumors = 3.49 and GFP tumors = 2.46, difference = 1.02, 95% confidence interval [CI] = 0.21 to 1.84; P = .003). The tumors expressing dnTbetaRII had higher levels of angiogenesis than those expressing GFP because of decreased thrombospondin-1 production. Similar results were obtained with OCUM-12 cells. Expression of thrombospondin-1 in the dnTbetaRII tumor or treatment with sorafenib or anti-VEGF antibody reduced tumor growth, whereas knockdown of thrombospondin-1 expression resulted in more accelerated growth of OCUM-2MLN tumors than of GFP tumors (eg, mean tumor volumes on day 14 relative to those on day 0: thrombospondin-1-knockdown tumors = 4.91 and GFP tumors = 3.79, difference = 1.12, 95% CI = 0.80 to 1.44; P < .001). Positive association between phosphorylated Smad2 and thrombospondin-1 immunostaining was observed in human gastric carcinoma tissues. CONCLUSIONS: Disruption of TGF-beta signaling in diffuse-type gastric carcinoma models appeared to accelerate tumor growth, apparently through increased tumor angiogenesis that was induced by decreased expression of thrombospondin-1.

Dataset Information

The role of transforming growth factor-beta-mediated tumor-stroma interactions in prostate cancer progression: an integrative approach.

Publications

The role of transforming growth factor-beta-mediated tumor-stroma interactions in prostate cancer progression: an integrative approach.

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