Department of Medicine, University of Vermont College of Medicine, Burlington, VT 05405, USA.
Department of Telecommunications and Control Engineering, University of Sao Paulo, Sao Paulo, Brazil.
Sci Rep. 2019 May 2;9(1):6819. doi: 10.1038/s41598-019-43270-y.
Intratumoral delivery of cisplatin by endobronchial ultrasound-guided transbronchial needle injection (EBUS-TBNI) has recently emerged as a therapy for treating peribronchial lung cancers. It remains unclear, however, where best to inject drug into a tumor, and at how many sites, so current cisplatin delivery strategies remain empirical. Motivated by the need to put EBUS-TBNI treatment of lung cancer on a more objective footing, we developed a computational model of cisplatin pharmacodynamics following EBUS-TBNI. The model accounts for diffusion of cisplatin within and between the intracellular and extracellular spaces of a tumor, as well as clearance of cisplatin from the tumor via the vasculature and clearance from the body via the kidneys. We matched the tumor model geometry to that determined from a thoracic CT scan of a patient with lung cancer. The model was calibrated by fitting its predictions of cisplatin blood concentration versus time to measurements made up to 2 hrs following EBUS-TBNI of cisplatin into the patient's lung tumor. This gave a value for the systemic volume of distribution for cisplatin of 12.2 L and a rate constant of clearance from the tumor into the systemic compartment of 1.46 × 10 s. Our model indicates that the minimal dose required to kill all cancerous cells in a lung tumor can be reduced by roughly 3 orders of magnitude if the cisplatin is apportioned between 5 optimally spaced locations throughout the tumor rather than given as a single bolus to the tumor center. Our findings suggest that optimizing the number and location of EBUS-TBNI sites has a dramatic effect on the dose of cisplatin required for efficacious treatment of lung cancer.
经支气管超声引导针吸活检术(EBUS-TBNA)向支气管内注射顺铂已成为治疗支气管周围肺癌的一种新方法。然而,目前仍不清楚向肿瘤内的最佳注射部位和注射次数,因此当前的顺铂给药策略仍然是经验性的。受将 EBUS-TBNA 治疗肺癌的方法建立在更客观的基础上的需求的推动,我们开发了一种顺铂药代动力学的计算模型,用于模拟 EBUS-TBNA 后的情况。该模型考虑了顺铂在肿瘤细胞内和细胞外空间中的扩散,以及顺铂通过血管从肿瘤中清除和通过肾脏从体内清除的过程。我们将肿瘤模型的几何形状与肺癌患者的胸部 CT 扫描结果相匹配。通过拟合模型对顺铂血药浓度随时间的预测与 EBUS-TBNA 注射后 2 小时内的测量值,对模型进行了校准。结果得出了顺铂的全身分布体积为 12.2 L,从肿瘤进入全身的清除率常数为 1.46×10 s。我们的模型表明,如果将顺铂分配到肿瘤内的 5 个最佳间隔位置,而不是将其作为单个剂量注射到肿瘤中心,则杀死肺肿瘤内所有癌细胞所需的最小剂量可以降低约 3 个数量级。我们的研究结果表明,优化 EBUS-TBNA 注射部位的数量和位置对治疗肺癌所需的顺铂剂量有显著影响。