论文标题

B细胞急性淋巴细胞白血病中的CAR T细胞疗法:数学模型的见解

CAR T cell therapy in B-cell acute lymphoblastic leukaemia: Insights from mathematical models

论文作者

Leon-Triana, Odelaisy, Sabir, Soukaina, Calvo, Gabriel F., Belmonte-Beitia, Juan, Chulian, Salvador, Martinez-Rubio, Alvaro, Rosa, Maria, Perez-Martinez, Antonio, Orellana, Manuel Ramirez, Perez-Garcia, Victor M.

论文摘要

免疫疗法使用患者免疫系统的成分来选择性地靶向癌细胞。使用CAR T细胞来治疗B细胞恶性肿瘤(Leukaemias and Lymphomas)是最成功的例子之一,许多患者对这种疗法进行了持久的完全反应。该治疗方法是提取患者的T细胞并将其添加为汽车组,从而使它们能够识别并靶向携带抗原CD19+的细胞,这些细胞在这些血液学肿瘤中表达。 在这里,我们提出了一个数学模型,描述了白血病对注射汽车T细胞的时间响应。该模型通过纳入涉及的主要生物过程来解释成熟和祖细胞,肿瘤细胞,CAR T细胞和副作用。该模型解释了不同隔室的早期注射后动力学,并且注入的汽车T细胞数量不会严重影响治疗结果。发现一个明确的公式,该公式在体内提供了最大的汽车T细胞扩展和副作用的严重程度。我们的数学模型捕获了对这种免疫疗法的反应的其他已知特征。它还预测,CD19+肿瘤复发可能是肿瘤和CAR T细胞之间类似于捕食者捕集动力学的竞争的结果。我们根据可用的证据来讨论这一事实,以及通过用储存的CAR T细胞对肿瘤进行早期重新挑战来控制复发的可能性。

Immunotherapies use components of the patient immune system to selectively target cancer cells. The use of CAR T cells to treat B-cell malignancies --leukaemias and lymphomas-- is one of the most successful examples, with many patients experiencing long-lasting complete responses to this therapy. This treatment works by extracting the patient's T cells and adding them the CAR group, which enables them to recognize and target cells carrying the antigen CD19+, that is expressed in these haematological tumors. Here we put forward a mathematical model describing the time response of leukaemias to the injection of CAR T-cells. The model accounts for mature and progenitor B-cells, tumor cells, CAR T cells and side effects by incorporating the main biological processes involved. The model explains the early post-injection dynamics of the different compartments and the fact that the number of CAR T cells injected does not critically affect the treatment outcome. An explicit formula is found that provides the maximum CAR T cell expansion in-vivo and the severity of side effects. Our mathematical model captures other known features of the response to this immunotherapy. It also predicts that CD19+ tumor relapses could be the result of the competition between tumor and CAR T cells analogous to predator-prey dynamics. We discuss this fact on the light of available evidences and the possibility of controlling relapses by early re-challenging of the tumor with stored CAR T cells.

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