%0 Journal Article
%A Martínez-Rubio, Álvaro
%A Chulián, Salvador
%A Blázquez Goñi, Cristina
%A Ramírez Orellana, Manuel
%A Pérez Martínez, Antonio
%A Navarro-Zapata, Alfonso
%A Ferreras, Cristina
%A Pérez-García, Victor M.
%A Rosa, María
%T A Mathematical Description of the Bone Marrow Dynamics during CAR T-Cell Therapy in B-Cell Childhood Acute Lymphoblastic Leukemia
%D 2021
%U http://hdl.handle.net/10668/4478
%X Chimeric Antigen Receptor (CAR) T-cell therapy has demonstrated high rates of response in recurrent B-cell Acute Lymphoblastic Leukemia in children and young adults. Despite this success, a fraction of patients' experience relapse after treatment. Relapse is often preceded by recovery of healthy B cells, which suggests loss or dysfunction of CAR T-cells in bone marrow. This site is harder to access, and thus is not monitored as frequently as peripheral blood. Understanding the interplay between B cells, leukemic cells, and CAR T-cells in bone marrow is paramount in ascertaining the causes of lack of response. In this paper, we put forward a mathematical model representing the interaction between constantly renewing B cells, CAR T-cells, and leukemic cells in the bone marrow. Our model accounts for the maturation dynamics of B cells and incorporates effector and memory CAR T-cells. The model provides a plausible description of the dynamics of the various cellular compartments in bone marrow after CAR T infusion. After exploration of the parameter space, we found that the dynamics of CAR T product and disease were independent of the dose injected, initial B-cell load, and leukemia burden. We also show theoretically the importance of CAR T product attributes in determining therapy outcome, and have studied a variety of possible response scenarios, including second dosage schemes. We conclude by setting out ideas for the refinement of the model.
%K CAR T
%K Mathematical model
%K Acute lymphoblastic leukemia
%K B cell
%K Bone marrow
%K Receptores quiméricos de antígenos
%K Modelos teóricos
%K Leucemia-linfoma linfoblástico de células precursoras
%K Subgrupos de linfocitos B
%K Médula ósea
%K Niño
%~