Ramakrishna Ramaswamy
Articles written in Journal of Biosciences
Volume 27 Issue 1 February 2002 pp 7-14
Gautam Aggarwal Ramakrishna Ramaswamy
We compare the annotation of three complete genomes using the
Volume 48 All articles Published: 19 July 2023 Article ID 0024 Article
Subtype-specific network organization of molecular complexes in breast cancer
SWAPNIL KUMAR RAMAKRISHNA RAMASWAMY VAIBHAV VINDAL ALOK SRIVASTAVA
Breast cancer, a leading cause of death in women, is a complex heterogeneous disease comprising multiple molecular subtypes with different treatment responses and hence clinical outcomes. The present study aims to gain a deeper insight into the disease complexities at the level of molecular subtypes. For this, first, three subtype networks of breast cancer, viz., ER−/HER2−, ER+/HER2−, and HER2+, were constructed utilizing mRNA expression profiles of tumor tissues. Subsequently, these networks were used to construct three exclusively subtype-specific networks. Further, the mRNA expression profiles of all three subtypes were analyzed using differential correlations based on z-statistics of the F-test. Finally, functional enrichment analysis was carried out to elucidate functions and processes of important genes involved in subtype networks. From this analysis, it was observed that these subtype networks share a commonality among them in terms of preserved patterns. However, these networks possess specific patterns that result in exclusively subtype-specific networks having unique sets of wiring among the genes. Additionally, the significantly differentially correlated gene pairs between two subtypes demonstrate subtype-specific expressional patterns which make them different at the molecular level. Furthermore, the network analysis also revealed ER−/HER2−-specific genes, viz.,
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