Solé Ricard, Aguadé-Gorgorió Guim
ICREA-Complex Systems Lab, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain; Institut de Biologia Evolutiva (CSIC-UPF), Psg Maritim Barceloneta, 37, 08003 Barcelona, Catalonia, Spain; Santa Fe Institute, 1399 Hyde Park Road, Santa Fe NM 87501, USA.
ICREA-Complex Systems Lab, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain; Institut de Biologia Evolutiva (CSIC-UPF), Psg Maritim Barceloneta, 37, 08003 Barcelona, Catalonia, Spain.
J Theor Biol. 2021 Feb 21;511:110552. doi: 10.1016/j.jtbi.2020.110552. Epub 2020 Dec 10.
A promising, yet still under development approach to cancer treatment is based on the idea of differentiation therapy (DTH). Most tumours are characterized by poorly differentiated cell populations exhibiting a marked loss of traits associated to communication and tissue homeostasis. DTH has been suggested as an alternative (or complement) to cytotoxic-based approaches, and has proven successful in some specific types of cancer such as acute promyelocytic leukemia (APL). While novel drugs favouring the activation of differentiation therapies are being tested, several open problems emerge in relation to its effectiveness on solid tumors. Here we present a mathematical framework to DTH based on a well-known ecological model used to describe habitat loss. The models presented here account for some of the observed clinical and in vitro outcomes of DTH, providing relevant insight into potential therapy design. Furthermore, the same ecological approach is tested in a hierarchical model that accounts for cancer stem cells, highlighting the role of niche specificity in CSC therapy resistance. We show that the lessons learnt from metapopulation ecology can help guide future developments and potential difficulties of DTH.
一种有前景但仍在发展中的癌症治疗方法基于分化疗法(DTH)的理念。大多数肿瘤的特征是细胞分化不良,表现出与细胞通讯和组织稳态相关的特征明显丧失。DTH已被提议作为基于细胞毒性方法的替代方法(或补充方法),并且已在某些特定类型的癌症(如急性早幼粒细胞白血病(APL))中证明是成功的。虽然有利于分化疗法激活的新型药物正在进行测试,但在其对实体瘤的有效性方面出现了几个尚未解决的问题。在此,我们基于一个用于描述栖息地丧失的著名生态模型,提出了一个关于DTH的数学框架。这里提出的模型解释了DTH一些观察到的临床和体外结果,为潜在的治疗设计提供了相关见解。此外,在一个考虑癌症干细胞的分层模型中测试了相同的生态方法,突出了生态位特异性在癌症干细胞治疗抗性中的作用。我们表明,从集合种群生态学中学到的经验教训可以帮助指导DTH未来的发展以及潜在的困难。