PO.BCS01.04 · 生物信息与计算
乳腺癌从休眠到苏醒的代谢转变分析
Metabolic transition analysis from dormancy to awakening in breast cancer
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
休眠和晚期复发仍是ER+乳腺癌中亟待解决的挑战。从机制上讲,休眠可反映微转移细胞的细胞静息状态,或受血管生成或免疫瓶颈制约的肿瘤团块休眠。一个长期存在的假说认为,休眠的播散性肿瘤细胞(DTC)处于高糖酵解、间充质样状态,而成功苏醒则需要向上皮性、OXPHOS依赖性表型转变。
在此,我们采用一个分解代谢-合成代谢AMPK/HIF-1/MYC调控模型来检验这一假说,该模型包含四种表型状态(OXPHOS、Warburg、混合W/O和谷氨酰胺依赖Q),每种状态具有不同的代谢特征。我们将这些特征与纵向实验及相关临床干预数据集相整合,包括病毒感染诱导的苏醒模型、临床内分泌治疗时间进程和休眠模型。此外,整合了三种互补的上皮-间充质转化(EMT)指标,为每个样本赋予一致的上皮、混合或间充质表型,以连接EMT与代谢表型和休眠状态的内在关系。在各模型中,我们发现癌症苏醒过程中存在显著的代谢多样性,包括从静息、糖酵解依赖或间充质偏向状态向以AMPK和HIF-1协调变化、ROS来源平衡改变以及上皮和增殖信号通路重新激活为特征的混合W/O代谢构型的转变。这些代谢和转录转变揭示了与休眠退出相关的分子特征,并可能为治疗性预防苏醒和晚期转移复发提供新机遇。
查看英文原文 English abstract
Dormancy and late relapse remain pressing challenges in ER+ breast cancer. Mechanistically, dormancy can reflect a cellular quiescence of micrometastatic cells or tumor-mass dormancy constrained by angiogenic or immune bottlenecks. A long-standing hypothesis is that dormant disseminated tumor cells (DTCs) reside in a glycolysis-high, mesenchymal-like state, whereas successful awakening requires a transition toward an epithelial, OXPHOS-dependent phenotype.
Here, we test this hypothesis using a catabolic-anabolic AMPK/HIF-1/MYC regulatory model with four phenotypic states (OXPHOS, Warburg, hybrid W/O, and glutamine-reliant Q), each with distinct metabolic signatures. We integrated these signatures with longitudinal experimental and relevant clinical intervention datasets, including viral infection-induced awakening model, clinical endocrine-therapy time courses, and dormancy models. In addition, three complementary epithelial-mesenchymal transition (EMT) metrics were integrated to assign a consensus epithelial, hybrid, or mesenchymal phenotype to each sample to connect the intrinsic relationship of EMT with metabolic phenotype and dormancy status. Across models, we uncover marked metabolic diversity during cancer awakening, including transitions from quiescent, glycolysis-dependent or mesenchymal-biased states toward hybrid W/O metabolic configurations characterized by coordinated changes of AMPK and HIF-1, altered ROS source balance, and re-engagement of epithelial and proliferative signaling pathways. These metabolic and transcriptional transitions reveal the molecular features associated with dormancy exit and may provide new opportunities to therapeutically prevent awakening and late metastatic relapse.
利益披露 Disclosure
J. Villela Castrejon, None.