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

dc.contributor.authorLeon-Triana, Odelaisy
dc.contributor.authorSabir, Soukaina
dc.contributor.authorCalvo, Gabriel F.
dc.contributor.authorBelmonte-Beitia, Juan
dc.contributor.authorChulian, Salvador
dc.contributor.authorMartinez-Rubio, Alvaro
dc.contributor.authorRosa, Maria
dc.contributor.authorPerez-Martinez, Antonio
dc.contributor.authorRamirez-Orellana, Manuel
dc.contributor.authorPerez-Garcia, Victor M.
dc.contributor.authoraffiliation[Leon-Triana, Odelaisy] Univ Castilla La Mancha, Dept Math, Math Oncol Lab MOLAB, Ciudad Real, Spain
dc.contributor.authoraffiliation[Calvo, Gabriel F.] Univ Castilla La Mancha, Dept Math, Math Oncol Lab MOLAB, Ciudad Real, Spain
dc.contributor.authoraffiliation[Belmonte-Beitia, Juan] Univ Castilla La Mancha, Dept Math, Math Oncol Lab MOLAB, Ciudad Real, Spain
dc.contributor.authoraffiliation[Perez-Garcia, Victor M.] Univ Castilla La Mancha, Dept Math, Math Oncol Lab MOLAB, Ciudad Real, Spain
dc.contributor.authoraffiliation[Sabir, Soukaina] Univ Mohammed 5, Fac Sci, Rabat, Morocco
dc.contributor.authoraffiliation[Chulian, Salvador] Univ Cadiz, Hosp Univ Puerta del Mar, Biomed Res & Innovat Inst Cadiz INiBICA, Dept Math, Cadiz, Spain
dc.contributor.authoraffiliation[Martinez-Rubio, Alvaro] Univ Cadiz, Hosp Univ Puerta del Mar, Biomed Res & Innovat Inst Cadiz INiBICA, Dept Math, Cadiz, Spain
dc.contributor.authoraffiliation[Rosa, Maria] Univ Cadiz, Hosp Univ Puerta del Mar, Biomed Res & Innovat Inst Cadiz INiBICA, Dept Math, Cadiz, Spain
dc.contributor.authoraffiliation[Perez-Martinez, Antonio] Hosp Univ La Paz, Translat Res Unit Paediat Haematooncol Haematopoi, Madrid, Spain
dc.contributor.authoraffiliation[Perez-Martinez, Antonio] Hosp Univ La Paz, Paediat Haematooncol Dept, Madrid, Spain
dc.contributor.authoraffiliation[Ramirez-Orellana, Manuel] Univ Autonoma Madrid, Hosp Infantil Univ Nino Jesus, Dept Paediat Haematol & Oncol, Madrid, Spain
dc.contributor.funderJunta de Comunidades de Castilla-La Mancha
dc.contributor.funderJames S. Mc. Donnell Foundation (USA) 21st Century Science Initiative in Mathematical and Complex Systems Approaches for Brain Cancer
dc.contributor.funderJunta de Andalucia group
dc.contributor.funderFundacion Espanola para la Ciencia y la Tecnologia (FECYT)
dc.contributor.funderAsociacion Pablo Ugarte (APU)
dc.contributor.funderUniversity of Castilla-La Mancha research plan
dc.date.accessioned2023-02-12T02:20:46Z
dc.date.available2023-02-12T02:20:46Z
dc.date.issued2021-03-01
dc.description.abstractImmunotherapies use components of the patient immune system to selectively target cancer cells. The use of chimeric antigenic receptor (CAR) T cells to treat B-cell malignancies-leukaemias and lymphomas- is one of the most successful examples, with many patients experiencing long-lasting full responses to this therapy. This treatment works by extracting the patient's T cells and transducing them with the CAR, enabling them to recognize and target cells carrying the antigen CD19(+), which is expressed in these haematological cancers.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, leukaemic cells, CAR T cells and side effects by including 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 gives 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(+) cancer relapses could be the result of competition between leukaemic and CAR T cells, analogous to predator-prey dynamics. We discuss this in the light of the available evidence and the possibility of controlling relapses by early re-challenging of the leukaemia cells with stored CAR T cells.
dc.description.sponsorshipThis work has been partially supported by the Junta de Comunidades de Castilla-La Mancha (grant number SBPLY/17/180501/000154), the James S. Mc. Donnell Foundation (USA) 21st Century Science Initiative in Mathematical and Complex Systems Approaches for Brain Cancer (Collaborative award 220020450), Junta de Andaluca group FQM-201, Fundacin Española para la Ciencia y la Tecnologa (FECYT, project PR214 from the University of Cádiz) and the Asociacin Pablo Ugarte (APU). OLT is supported by a PhD Fellowship from the University of Castilla-La Mancha research plan.
dc.identifier.citationLeón-Triana O, Sabir S, Calvo GF, Belmonte-Beitia J, Chulián S, Martínez-Rubio Á, et al. CAR T cell therapy in B-cell acute lymphoblastic leukaemia: Insights from mathematical models. Communications In Nonlinear Science And Numerical Simulation/Communications In Nonlinear Science & Numerical Simulation [Internet]. 1 de marzo de 2021;94:105570
dc.identifier.doi10.1016/j.cnsns.2020.105570
dc.identifier.essn1878-7274
dc.identifier.issn1007-5704
dc.identifier.unpaywallURLhttp://arxiv.org/pdf/2003.10236
dc.identifier.urihttp://hdl.handle.net/10668/18754
dc.identifier.wosID612166700004
dc.journal.titleCommunications in nonlinear science and numerical simulation
dc.journal.titleabbreviationCommun. nonlinear sci. numer. simul.
dc.language.isoen
dc.organizationHospital Universitario Puerta del Mar
dc.organizationInstituto de Investigación e Innovación en Ciencias Biomédicas
dc.publisherElsevier
dc.relation.projectIDSBPLY/17/180501/000154
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/abs/pii/S1007570420304007
dc.rights.accessRightsopen access
dc.subjectMathematical modelling
dc.subjectCancer dynamics
dc.subjectImmunotherapy
dc.subjectTumour-immune system interactions
dc.subjectMathematical oncology
dc.subjectLife-span
dc.subjectRemissions
dc.subject.decsFenómenos biológicos
dc.subject.decsInmunoterapia
dc.subject.decsLeucemia
dc.subject.decsModelos teóricos
dc.subject.decsNeoplasias
dc.subject.decsNeoplasias hematológicas
dc.subject.decsRecurrencia
dc.subject.decsResultado del tratamiento
dc.subject.meshNeoplasms
dc.subject.meshImmunotherapy
dc.subject.meshRecurrence
dc.subject.meshTreatment outcome
dc.subject.meshHematologic neoplasms
dc.subject.meshBiological phenomena
dc.subject.meshModels, theoretical
dc.subject.meshLeukemia
dc.titleCAR T cell therapy in B-cell acute lymphoblastic leukaemia: Insights from mathematical models
dc.typeResearch article
dc.type.hasVersionVoR
dc.volume.number94
dc.wostypeArticle
dspace.entity.typePublication

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
RISalud_Accesorestringido.pdf
Size:
93.39 KB
Format:
Adobe Portable Document Format