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一种基于动态能量预算(DEB)的建模框架,用于描述异种移植研究中抗癌治疗期间宿主内肿瘤生长抑制和恶病质的发生。

A Dynamic Energy Budget (DEB) based modeling framework to describe tumor-in-host growth inhibition and cachexia onset during anticancer treatment in xenograft studies.

作者信息

Tosca Elena Maria, Rocchetti Maurizio, Magni Paolo

机构信息

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia I-27100, Italy.

Consultant, Milano, Italy.

出版信息

Oncotarget. 2021 Jul 6;12(14):1434-1441. doi: 10.18632/oncotarget.27960.

Abstract

Cancer anorexia-cachexia syndrome (CACS) is a very severe complication of cancer for which an adequate therapeutic strategy has not yet been defined. Recently, a notable number of new animal models of human CACS has been made available for translational purposes. Under the assumption that tumor-induced adaptations of host metabolism and tumor-host energetic competition play a major role in CACS (together with possible toxicities induced by the anticancer treatment), we developed a new Dynamic Energy Budget (DEB)-based framework, modeling tumor-in-host growth dynamics and cachexia onset in preclinical animal models during anticancer treatments. The tumor-in-host modeling approach was successfully applied on a multitude of preclinical studies involving different host species, tumor cell lines, type of anticancer agents and experimental settings among which standard xenograft studies. Obtained results strongly suggested the adoption of the tumor-in-host DEB-based approach in the preclinical oncological setting for a joint assessment of drug efficacy and toxicity and for a better design of the experiments. Further applications of the DEB-based approach to the context of poly-targeted combination therapy, anti-cachectic treatments and preclinical to clinical translation are under investigation with extremely encouraging preliminary results.

摘要

癌症恶病质综合征(CACS)是癌症的一种非常严重的并发症,目前尚未确定适当的治疗策略。最近,出现了大量用于转化研究目的的人类CACS新动物模型。假设宿主代谢的肿瘤诱导适应性和肿瘤-宿主能量竞争在CACS中起主要作用(以及抗癌治疗可能引起的毒性),我们开发了一种基于动态能量平衡(DEB)的新框架,用于模拟抗癌治疗期间临床前动物模型中的肿瘤在宿主体内的生长动态和恶病质的发生。肿瘤在宿主体内的建模方法已成功应用于大量临床前研究,这些研究涉及不同的宿主物种、肿瘤细胞系、抗癌药物类型和实验设置,其中包括标准的异种移植研究。获得的结果强烈表明,在临床前肿瘤学环境中应采用基于肿瘤在宿主体内的DEB方法,以联合评估药物疗效和毒性,并更好地设计实验。基于DEB的方法在多靶点联合治疗、抗恶病质治疗以及临床前到临床转化方面的进一步应用正在研究中,初步结果非常令人鼓舞。

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