Dataset Information

The transcriptional signature for Hepatocyte Growth Factor-driven invasive growth predicts poor prognosis of human hepatocellular carcinoma.

ABSTRACT: During embryogenesis, Hepatocyte Growth Factor (HGF) elicits a distinctive morphogenetic program, the invasive growth, by the activation of MET, whose aberrant activation in cancer drives metastatic progression. Aim of this work is to define and characterize the transcriptional signature of invasive growth, and to verify its activation in human cancers. Global expression profiling was carried out on mouse liver stem/progenitor cells (MLP-29) stimulated for different times, one, six and twenty-four hours, in vitro with HGF to define the invasive growth signature. Meta-analysis of human cancer microarray data was carried out to dissect the transcriptional modules of the invasive growth that are aberrantly activated during carcinogenesis of hepatocellular carcinoma. Differential expression analysis identified 2643 regulated genes by HGF, the invasive growth signature, subdivided in 11 gene expression clusters revealing waves of time coded transcriptional regulation. Those waves have been in-silico associated with the regulative role of the transcriptional unit of Rela/Nfkbia and Fos/Jun and biological features recapitulating the physiological invasive growth phenotype observed in cell line, such as cell motility and scattering, cellular proliferation and protection from apoptosis, cytoskeletal rearangement. Genomic meta-analysis on hepatocellular carcinoma identified of a core genes set (323 gene symbols), consistently regulated between MLP-29 and human tumors and significantly associated with cancer aggressiveness and metastasis p.val < 1*10-6, HR=5.404 CI= 2.570-11.365. The invasive growth signature recapitulates the physiopatological program driven by the stimulation of HGF in normal embryonic liver cells and its activity is observed in HCC as well as in several other tumors. This signature is associated with neoplastic progression and reliably predicts human HCC disease outcome, suggesting the involvement of the invasive growth and cancer in cancer progression. These results prompt the future application of anti-met target therapies in HCC and the application of the signature for both prognostic and predictive purposes.

ORGANISM(S): Mus musculus

PROVIDER: GSE43393 | GEO | 2022/12/30

REPOSITORIES: GEO

ACCESS DATA

Similar Datasets

Project description:ABSTRACT: Introduction: Basal-like and luminal breast cancers have distinct stromal-epithelial interactions, which likely play a role in progression to invasive cancer. However, little is known about how stromal-epithelial interactions evolve in benign and pre-invasive lesions.Methods: To study epithelial-stroma interactions in basal-like breast cancer progression, we cocultured reduction mammoplasty fibroblasts with the isogenic MCF10 series of cell lines (representing benign/normal, atypical hyperplasia, and ductal carcinoma in situ). We used gene expression microarrays to identify pathways induced by coculture in premalignant cells (MCF10DCIS) compared to normal and benign (MCF10A and MCF10AT1). Relevant pathways were then (1) targeted in vitro and effects on morphogenesis were evaluated and (2) evaluated in vivo for associations with basal-like subtype. Results: Our results show that premalignant MCF10DCIS cells express characteristic gene expression patterns of invasive basal-like microenvironments. Furthermore, while HGF secretion is upregulated (relative to normal, MCF10A levels) when fibroblasts are cocultured with either atypical (MCF10AT cells) or premalignant (MCF10DCIS) cells, only MCF10DCIS cells upregulate the HGF receptor, MET. In 3-dimensional cultures, upregulation of HGF/MET in MCF10DCIS cells induced morphological changes suggestive of invasive potential, and these changes were reversed by antibody-based blocking of HGF signaling. These results are relevant to in vivo progression because high expression of a novel MCF10DCIS-derived HGF signature was correlated with basal-like subtype among invasive cancers, with approximately 86% of basal-like cancers highly expressing the HGF signature. Conclusions: In this study we document coordinated and complementary changes in HGF secretion and MET expression in epithelium and stroma in pre-invasive lesions. These results suggest that targeting stroma-derived HGF signaling in early carcinogenesis may block progression of basal-like precursor lesions.Introduction: In breast cancers, the basal-like subtype has high levels of genomic instability relative to other breast cancer subtypes with many basal-like-specific regions of aberration. There is evidence that this genomic instability extends to smaller scale genomic aberrations as well, as shown by a previously described micro-event in the PTEN gene in the Basal-like SUM149 breast cancer cell line. Methods: We sought to identify if small regions of genomic change exist by using a high density, gene centric Comparative Genomic Hybridizations (CGH) array on both cell lines and primary tumors. A custom Agilent tiling array for CGH (244,000 probes, 200bp tiling resolution) was created to identify small regions of genomic change and was focused on previously identified basal-like-specific, and general cancer genes. Tumor genomic DNA from 94 patients and 2 breast cancer cell lines was labeled and hybridized to these arrays. Aberrations were called using SWITCHdna and the smallest 25% of SWITCHdna-defined genomic segments being called micro-aberrations (<64 contiguous probes, ~ <15kb). Results: Our data showed that primary tumor breast cancer genomes frequently contained areas of small-scale copy number gains and losses, termed micro-aberrations, which are undetectable using lower-density genome-wide platforms. The basal-like subtype exhibited the highest incidence of these events. These micro-aberrations sometimes altered expression of the involved gene as suggested by data from microarray and mRNA-seq studies. We confirmed the presence of the PTEN micro-amplification in SUM149 and by mRNA-seq showed that this resulted in loss of expression of all exons downstream of this event. Micro-aberrations disproportionately affected the 5’ regions of the affected genes, including the promoter region, and a high frequency of micro-aberrations was associated with poor survival outcomes. Conclusion: Using a high probe density, gene-centric aCGH microarray, we present evidence of small-scale genomic aberrations that contribute to gene inactivation, and thus, genomic instability and tumor formation through a mechanism not detected using conventional copy number analyses. reference x sample

Project description:MET, the receptor for hepatocyte growth factor (HGF), is involved in wide variety of biological events and its aberrant activation is implicated in the pathogenesis of cancer. Especially, MET signaling is associated with resistance to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs), key drugs in therapy of non-small cell lung cancer. MET has 11 potential N-glycosylation sites, however, the site-specific roles of N-glycans have not been elucidated. Here, we report that N-glycans regulate proteolytic processing of MET and HGF induced MET signaling, site specifically. N-glycosylation inhibitors suppressed processing and trafficking of endogenous MET in H1975 and EBC-1 lung cancer cells and exogenous MET in CHO cells. We purified the recombinant extracellular domain of human MET and determined the site-specific N-glycan structures and occupancy using nanoflow liquid chromatography-electrospray ionization mass spectrometry. The results indicated that most sites were fully glycosylated and the dominant population were complex-type which were rich in sialic acids and core fucoses. To examine the effects of N-glycan deletion of MET, we prepared endogenous-MET-knockout Flp-In CHO cells and transfected with series of N-glycan deletion mutants of MET. It was found that several N-glycans are implicated in processing of MET. It was also suggested that the N-glycans of -subunit of MET positively regulate HGF signaling, and the N-glycans of β-subunit negatively regulate HGF signaling. In all-N-glycan deletion mutant, processing and signaling were significantly suppressed. It was observed that the cell proliferation rate was suppressed in all-N-glycan deletion mutant, although the cell surface expression levels of MET were not completely diminished. We examined the HGF biding affinity for the recombinant extracellular domain of MET and found that peptide N-glycosidase F treatment did not affect the ligand binding affinity. It was suggested that N-glycans of MET affect the status and the function of the receptor site-specifically.

Project description:MET expression is elevated in a majority of human skin cancers but its contributions to pathogenesis have not been evaluated. In a mouse model of constitutive overexpression of HGF (MT-HGF), the incidence of squamous cell skin tumors induced by initiation with 7,12-dimethylbenz(a)anthracene (DMBA) followed by exposure to 12-O-tetradecanoyl-phorbol-13-acetate (TPA) is increased fivefold over control groups. Half of these tumors carry Hras1 or Kras mutations. Without DMBA initiation, tumors also erupt on MT-HGF mouse skin but only when TPA promotion is enhanced by crossing these mice with mice overexpressing cutaneous PKCα. None of these tumors have Ras mutations. In culture, MT-HGF keratinocytes share identical MET mediated phenotypic and biochemical features with wildtype keratinocytes transformed by oncogenic RAS. In both cell types, these common features of initiated keratinocytes arise from autocrine activation of EGFR through elevated expression and release of EGFR ligands. Inhibition of EGFR ablates the initiated signature of MT-HGF keratinocytes in vitro and causes regression of MT-HGF induced tumors in vivo. Global gene expression data indicate that MT-HGF and RAS transformed keratinocytes share largely an identical profile of over 5000 mRNAs. Gene ontology analysis reveals the most affected concordant signature is enriched for functions relevant to tissue development and response to wounding, accompanied by cytokine and growth factor activity, and peptidase and endopeptidase activity previously not linked to initiated keratinocytes. Furthermore, gene co-expression analysis in skin cancer patients revealed a core RAS/MET co-expression network considerably activated in pre cancerous and cancerous lesions. Thus MET activation though EGFR contributes to human cutaneous cancers, and inhibitors could be efficacious in advanced lesions such as those seen in transplant recipient patients. In this dataset with provide gene expression data from primary mouse keratinocytes in culture.

Dataset Information

The transcriptional signature for Hepatocyte Growth Factor-driven invasive growth predicts poor prognosis of human hepatocellular carcinoma.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure