A mathematical model to study low-dose metronomic scheduling for chemotherapy

IF 1.9 4区 数学 Q2 BIOLOGY Mathematical Biosciences Pub Date : 2024-04-03 DOI:10.1016/j.mbs.2024.109186
Garhima Arora , Nandadulal Bairagi , Samrat Chatterjee
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引用次数: 0

Abstract

Metronomic chemotherapy refers to the frequent administration of chemotherapeutic agents at a lower dose and presents an attractive alternative to conventional chemotherapy with encouraging response rates. However, the schedule of the therapy, including the dosage of the drug, is usually based on empiricism. The confounding effects of tumor-endothelial-immune interactions during metronomic administration of drugs have not yet been explored in detail, resulting in an incomplete assessment of drug dose and frequency evaluations. The present study aimed to gain a mechanistic understanding of different actions of metronomic chemotherapy using a mathematical model. We have established an analytical condition for determining the dosage and frequency of the drug depending on its clearance rate for complete tumor elimination. The model also brings forward the immune-mediated clearance of the tumor during the metronomic administration of the chemotherapeutic agent. The results from the global sensitivity analysis showed an increase in the sensitivity of drug and immune-mediated killing factors toward the tumor population during metronomic scheduling. Our results emphasize metronomic scheduling over the maximum tolerated dose (MTD) and define a model-based approach for approximating the optimal schedule of drug administration to eliminate tumors while minimizing harm to the immune cells and the patient’s body.

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研究化疗低剂量节律性安排的数学模型
节律化疗是指以较低的剂量频繁使用化疗药物,是传统化疗的一种有吸引力的替代疗法,其反应率令人鼓舞。然而,包括药物剂量在内的治疗计划通常都是基于经验主义。目前尚未详细探讨节律给药期间肿瘤-内皮-免疫相互作用的混杂效应,导致药物剂量和频率评估不完整。本研究旨在利用数学模型从机理上理解计量化疗的不同作用。我们建立了一个分析条件,根据肿瘤完全消除的清除率来确定药物的剂量和频率。该模型还提出了免疫介导的肿瘤清除,即在化疗药的节律给药过程中,免疫介导的肿瘤清除。全局敏感性分析的结果表明,在节律给药期间,药物和免疫介导的杀伤因子对肿瘤群体的敏感性增加。我们的研究结果强调了超过最大耐受剂量(MTD)的节律给药,并定义了一种基于模型的方法,用于近似确定最佳给药时间表,以消除肿瘤,同时最大限度地减少对免疫细胞和患者身体的伤害。
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来源期刊
Mathematical Biosciences
Mathematical Biosciences 生物-生物学
CiteScore
7.50
自引率
2.30%
发文量
67
审稿时长
18 days
期刊介绍: Mathematical Biosciences publishes work providing new concepts or new understanding of biological systems using mathematical models, or methodological articles likely to find application to multiple biological systems. Papers are expected to present a major research finding of broad significance for the biological sciences, or mathematical biology. Mathematical Biosciences welcomes original research articles, letters, reviews and perspectives.
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