Institute of Mathematics, University of the Philippines Diliman, C.P. Garcia St., U.P. Campus, Diliman, 1101 Quezon City, Philippines.
Department of Mathematics, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea.
J R Soc Interface. 2021 Jan;18(174):20200669. doi: 10.1098/rsif.2020.0669. Epub 2021 Jan 6.
Proteasome inhibition and oncolytic virotherapy are two emerging targeted cancer therapies. Bortezomib, a proteasome inhibitor, disrupts the degradation of proteins in the cell leading to accumulation of unfolded proteins inducing apoptosis. On the other hand, oncolytic virotherapy uses genetically modified oncolytic viruses (OV) to infect cancer cells, induce cell lysis, and activate an antitumour response. In this work, optimal control theory is used to minimize the cancer cell population by identifying strategic infusion protocols of bortezomib, OV and natural killer (NK) cells. Three different therapeutic protocols are explored: (i) periodic bortezomib and single administrations of both OV and NK cells therapy; (ii) alternating sequential combination therapy; and (iii) NK cell depletion and infusion therapy. In the first treatment scheme, early OV administration followed by well-timed adjuvant NK cell infusion maximizes antitumour efficacy. The second strategy supports timely OV infusion. The last treatment scheme indicates that transient NK cell depletion followed by appropriate NK cell adjuvant therapy yields the maximal benefits. Relative doses and administrative costs of the three anticancer agents for each approach are qualitatively presented. This study provides potential polytherapeutic strategies in cancer treatment.
蛋白酶体抑制和溶瘤病毒治疗是两种新兴的靶向癌症治疗方法。硼替佐米是一种蛋白酶体抑制剂,它破坏细胞中蛋白质的降解,导致未折叠蛋白质的积累,从而诱导细胞凋亡。另一方面,溶瘤病毒治疗利用基因修饰的溶瘤病毒(OV)感染癌细胞,诱导细胞裂解,并激活抗肿瘤反应。在这项工作中,通过确定硼替佐米、OV 和自然杀伤 (NK) 细胞的战略输注方案,利用最优控制理论将癌细胞数量降至最低。探讨了三种不同的治疗方案:(i)周期性硼替佐米和单次给予 OV 和 NK 细胞治疗;(ii)交替序贯联合治疗;(iii)NK 细胞耗竭和输注治疗。在第一种治疗方案中,早期给予 OV 治疗,随后及时给予辅助 NK 细胞输注,最大限度地提高抗肿瘤疗效。第二种策略支持及时给予 OV 治疗。最后一种治疗方案表明,短暂的 NK 细胞耗竭后进行适当的 NK 细胞辅助治疗可带来最大的益处。定性地提出了三种抗癌药物在每种方法中的相对剂量和管理成本。本研究为癌症治疗提供了潜在的多疗法策略。