Department of Biotechnology, National Institute of Technology Warangal, Warangal, India.
Department of Medical Oncology, Sri Ramachandra Institute of Higher Education and Research, Chennai, India.
NPJ Syst Biol Appl. 2024 May 17;10(1):53. doi: 10.1038/s41540-024-00378-w.
Breast cancer is one of the prevailing cancers globally, with a high mortality rate. Metastatic breast cancer (MBC) is an advanced stage of cancer, characterised by a highly nonlinear, heterogeneous process involving numerous singling pathways and regulatory interactions. Epithelial-mesenchymal transition (EMT) emerges as a key mechanism exploited by cancer cells. Transforming Growth Factor-β (TGFβ)-dependent signalling is attributed to promote EMT in advanced stages of breast cancer. A comprehensive regulatory map of TGFβ induced EMT was developed through an extensive literature survey. The network assembled comprises of 312 distinct species (proteins, genes, RNAs, complexes), and 426 reactions (state transitions, nuclear translocations, complex associations, and dissociations). The map was developed by following Systems Biology Graphical Notation (SBGN) using Cell Designer and made publicly available using MINERVA ( http://35.174.227.105:8080/minerva/?id=Metastatic_Breast_Cancer_1 ). While the complete molecular mechanism of MBC is still not known, the map captures the elaborate signalling interplay of TGFβ induced EMT-promoting MBC. Subsequently, the disease map assembled was translated into a Boolean model utilising CaSQ and analysed using Cell Collective. Simulations of these have captured the known experimental outcomes of TGFβ induced EMT in MBC. Hub regulators of the assembled map were identified, and their transcriptome-based analysis confirmed their role in cancer metastasis. Elaborate analysis of this map may help in gaining additional insights into the development and progression of metastatic breast cancer.
乳腺癌是全球流行的癌症之一,死亡率很高。转移性乳腺癌(MBC)是癌症的晚期阶段,其特征是涉及众多单一途径和调节相互作用的高度非线性、异质性过程。上皮-间充质转化(EMT)是癌细胞利用的关键机制。转化生长因子-β(TGFβ)依赖性信号被认为可促进乳腺癌晚期的 EMT。通过广泛的文献调查,开发了 TGFβ 诱导 EMT 的综合调控图谱。组装的网络包括 312 个不同的物种(蛋白质、基因、RNA、复合物)和 426 个反应(状态转换、核易位、复合物关联和解离)。该图谱是使用 Cell Designer 遵循系统生物学图形符号(SBGN)开发的,并使用 MINERVA(http://35.174.227.105:8080/minerva/?id=Metastatic_Breast_Cancer_1)公开提供。虽然 MBC 的完整分子机制尚不清楚,但该图谱捕获了 TGFβ 诱导 EMT 促进 MBC 的复杂信号相互作用。随后,利用 CaSQ 将组装的疾病图谱转化为布尔模型,并使用 Cell Collective 进行分析。这些模拟捕获了 TGFβ 诱导 EMT 在 MBC 中的已知实验结果。鉴定了组装图谱的枢纽调节剂,并对其基于转录组的分析证实了它们在癌症转移中的作用。对该图谱的详细分析可能有助于深入了解转移性乳腺癌的发展和进展。