Department of Cancer Physiology, Moffitt Cancer Center and Research Institute, Tampa, FL 33612.
Department of Oncologic Sciences, Morsani College of Medicine, University of South Florida, Tampa, FL 33612.
Proc Natl Acad Sci U S A. 2021 Jan 19;118(3). doi: 10.1073/pnas.2011342118.
The harsh microenvironment of ductal carcinoma in situ (DCIS) exerts strong evolutionary selection pressures on cancer cells. We hypothesize that the poor metabolic conditions near the ductal center foment the emergence of a Warburg Effect (WE) phenotype, wherein cells rapidly ferment glucose to lactic acid, even in normoxia. To test this hypothesis, we subjected low-glycolytic breast cancer cells to different microenvironmental selection pressures using combinations of hypoxia, acidosis, low glucose, and starvation for many months and isolated single clones for metabolic and transcriptomic profiling. The two harshest conditions selected for constitutively expressed WE phenotypes. RNA sequencing analysis of WE clones identified the transcription factor KLF4 as potential inducer of the WE phenotype. In stained DCIS samples, KLF4 expression was enriched in the area with the harshest microenvironmental conditions. We simulated in vivo DCIS phenotypic evolution using a mathematical model calibrated from the in vitro results. The WE phenotype emerged in the poor metabolic conditions near the necrotic core. We propose that harsh microenvironments within DCIS select for a WE phenotype through constitutive transcriptional reprogramming, thus conferring a survival advantage and facilitating further growth and invasion.
导管原位癌(DCIS)恶劣的微环境对癌细胞施加了强大的进化选择压力。我们假设,在导管中心附近的不良代谢条件会助长沃伯格效应(WE)表型的出现,即细胞即使在正常氧合条件下,也会迅速将葡萄糖发酵为乳酸。为了验证这一假设,我们使用缺氧、酸中毒、低糖和饥饿等组合,对低糖酵解乳腺癌细胞进行了数月的不同微环境选择压力处理,并分离出单个克隆进行代谢和转录组谱分析。两种最苛刻的条件选择出了持续表达 WE 表型的细胞。WE 克隆的 RNA 测序分析表明,转录因子 KLF4 可能是 WE 表型的诱导剂。在染色的 DCIS 样本中,KLF4 的表达在微环境最恶劣的区域富集。我们使用从体外结果校准的数学模型模拟了体内 DCIS 表型的进化。WE 表型出现在坏死核心附近的不良代谢条件下。我们提出,DCIS 内的恶劣微环境通过组成型转录重编程选择 WE 表型,从而赋予生存优势并促进进一步的生长和侵袭。