Milne Amy, Marusyk Andriy, Maini Philip K, Anderson Alexander R A, Picco Noemi
Department of Mathematics, Swansea University, Swansea, UK.
Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center, Tampa, FL, USA.
Commun Biol. 2025 Aug 9;8(1):1189. doi: 10.1038/s42003-025-08585-9.
The development of de novo resistance is a major disadvantage in molecularly targeted therapies. While much focus is on cell-intrinsic mechanisms, the microenvironment is also known to play a crucial role. This study examines interactions between cancer cells and cancer associated fibroblasts (CAFs) to understand the local crosstalk facilitating residual disease. Using a hybrid-discrete-continuum model, we explore how treatment-induced stress responses can elicit CAF activation and how breaks in treatment allow microenvironment normalisation. We investigate how fluctuating environmental conditions shape the local crosstalk and ultimately drive residual disease. Our experimentally calibrated model identifies environmental and treatment conditions that allow tumour eradication and those that enable survival. We find two distinct mechanisms that underpin residual disease: vasculature-limited drug delivery and CAF-mediated rescue. This work provides a better understanding of the mechanisms that drive the creation of localised residual disease, crucial to informing the development of more effective treatment protocols.
原发性耐药的出现是分子靶向治疗的一个主要缺点。虽然目前主要关注细胞内在机制,但已知微环境也起着关键作用。本研究考察癌细胞与癌症相关成纤维细胞(CAF)之间的相互作用,以了解促进残留疾病的局部串扰。使用混合离散-连续模型,我们探讨治疗诱导的应激反应如何引发CAF激活,以及治疗中断如何使微环境正常化。我们研究波动的环境条件如何塑造局部串扰并最终驱动残留疾病。我们通过实验校准的模型确定了能够根除肿瘤的环境和治疗条件以及能够使肿瘤存活的条件。我们发现了支撑残留疾病的两种不同机制:血管限制药物递送和CAF介导的挽救。这项工作有助于更好地理解驱动局部残留疾病产生的机制,这对于制定更有效的治疗方案至关重要。