Stagewise identification of significantly mutated and dysregulated gene clusters in major molecular classes of breast invasive carcinoma

Abstract

Breast invasive carcinoma (BRCA) is most malignant and leading cause of death in women. The efforts are ongoing for improvement in early detection, prevention and treatment. Therefore, identification of biomarkers/candidate genes has become very important. The current work includes comprehensive analysis of RNA-sequencing data of 1097 BRCA samples and 114 normal adjacent tissues to identify dysregulated genes in major molecular classes of BRCA in various clinical stages. Huge number of dysregulated genes were found, some were stage-specific, and others were common. The pathways as interferon signaling, tryptophan degradation III, granulocyte adhesion & diapedesis and catecholamine biosynthesis were found in ER/PR+/HER-2-(p-value<0.010), pathways as RAR activation, adipogenesis, role of JAK1, JAK2 in interferon signaling, TGF-β and STAT3 signaling (p-value<0.014) intricated in ER/PR-/HER-2+ and pathways as IL-1/IL-8 signaling, TNFR1/TNFR2 signaling, TWEAK and relaxin signaling (p-value<0.005) were found in triple negative breast cancer. The genes were clustered based on their mutation profile which revealed nine mutated clusters, some of which were known to be involved in well-known cancer signalling pathways while others were less characterized. Each cluster was analyzed in detail which led us to discover genes viz. NLGN3, MAML2, TTN, SYNE1, ANK2 as candidates in BRCA. The genes were found to be involved in important processes as chemotaxis, axon guidance, notch binding, cell-adhesion-molecule binding etc. They are central genes in the protein-protein-interaction network indicating they can have important regulatory roles. The qRT-PCR and western blot confirmed our findings in breast cancer cell-lines. Further, immunohistochemistry corroborated the results in ~100 tissue samples. The genes can be used as biomarker in BRCA.