1. Gene network analysis using SWIM reveals interplay between the transcription factor-encoding genes HMGA1, FOXM1, and MYBL2 in triple-negative breast cancer
- Author
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Paola Paci, Silvia Pegoraro, Guidalberto Manfioletti, Federica Conte, Giulia Fiscon, Fiscon, G., Pegoraro, S., Conte, F., Manfioletti, G., and Paci, P.
- Subjects
Gene regulatory network ,Datasets as Topic ,Cell Cycle Proteins ,Triple Negative Breast Neoplasms ,Biochemistry ,Structural Biology ,Cell Cycle Protein ,Ductal ,Databases, Genetic ,Data Mining ,Gene Regulatory Networks ,Breast ,HMGA1a Protein ,Triple-negative breast cancer ,correlation network ,network medicine ,0303 health sciences ,Tumor ,030302 biochemistry & molecular biology ,Carcinoma, Ductal, Breast ,Phenotype ,Gene Expression Regulation, Neoplastic ,Trans-Activator ,Multigene Family ,triple-negative breast cancer ,Female ,Human ,Protein Binding ,Signal Transduction ,Triple Negative Breast Neoplasm ,Biophysics ,Computational biology ,Biology ,correlation networks ,Cell Line ,Databases ,03 medical and health sciences ,Breast cancer ,Atlases as Topic ,Genetic ,Cell Line, Tumor ,Genetics ,medicine ,Humans ,Molecular Biology ,Gene ,030304 developmental biology ,Neoplastic ,Forkhead Box Protein M1 ,Gene Expression Profiling ,Trans-Activators ,Carcinoma ,Cell Biology ,medicine.disease ,Gene expression profiling ,Gene Expression Regulation ,FOXM1 - Abstract
Among breast cancer subtypes, triple-negative breast cancer (TNBC) is the most aggressive with the worst prognosis and the highest rates of metastatic disease. To identify TNBC gene signatures, we applied the network-based methodology implemented by the SWIM software to gene expression data of TNBC patients in The Cancer Genome Atlas (TCGA) database. SWIM enables to predict key (switch) genes within the co-expression network, whose perturbations in expression pattern and abundance may contribute to the (patho)biological phenotype. Here, SWIM analysis revealed an interesting interplay between the genes encoding the transcription factors HMGA1, FOXM1, and MYBL2, suggesting a potential cooperation among these three switch genes in TNBC development. The correlative nature of this interplay in TNBC was assessed by in vitro experiments, demonstrating how they may actually modulate the expression of each other.
- Published
- 2021
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