Computational oncology—mathematical modelling of drug regimens for precision medicine

D Barbolosi, J Ciccolini, B Lacarelle, F Barlési… - Nature reviews Clinical …, 2016 - nature.com
Computational oncology is a generic term that encompasses any form of computer-based
modelling relating to tumour biology and cancer therapy. Mathematical modelling can be …

Optimizing oncology therapeutics through quantitative translational and clinical pharmacology: challenges and opportunities

K Venkatakrishnan, LE Friberg… - Clinical …, 2015 - Wiley Online Library
Despite advances in biomedical research that have deepened our understanding of cancer
hallmarks, resulting in the discovery and development of targeted therapies, the success …

Characterization of endogenous G-CSF and the inverse correlation to chemotherapy-induced neutropenia in patients with breast cancer using population modeling

AL Quartino, MO Karlsson, H Lindman… - Pharmaceutical …, 2014 - Springer
Purpose Neutropenia is a severe adverse-event of chemotherapeutics. Neutrophils (ANC)
are mainly regulated by granulocyte colony stimulating factor (G-CSF). The aim was to …

Towards quantitative systems pharmacology models of chemotherapy‐induced neutropenia

M Craig - CPT: Pharmacometrics & Systems Pharmacology, 2017 - Wiley Online Library
Neutropenia is a serious toxic complication of chemotherapeutic treatment. For years,
mathematical models have been developed to better predict hematological outcomes during …

Quantitative translational modeling to facilitate preclinical to clinical efficacy & toxicity translation in oncology

AZX Zhu - Future science OA, 2018 - Taylor & Francis
Significant scientific advances in biomedical research have expanded our knowledge of the
molecular basis of carcinogenesis, mechanisms of cancer growth, and the importance of the …

Enhancer mutations modulate the severity of chemotherapy-induced myelosuppression

A Zhigulev, Z Norberg, J Cordier… - Life Science …, 2024 - life-science-alliance.org
Non-small cell lung cancer is often diagnosed at advanced stages, and many patients are
still treated with classical chemotherapy. The unselective nature of chemotherapy often …

Pharmacokinetic/pharmacodynamic model of neutropenia in real-life palbociclib-treated patients

AL Marouille, E Petit, C Kaderbhaï, I Desmoulins… - Pharmaceutics, 2021 - mdpi.com
Palbociclib is an oral CDK4/6 inhibitor indicated in HR+/HER2-advanced or metastatic
breast cancer in combination with hormonotherapy. Its main toxicity is neutropenia. The aim …

Pharmacokinetic–pharmacodynamic modelling of neutrophil response to G‐CSF in healthy subjects and patients with chemotherapy‐induced neutropenia

M Melhem, I Delor, JJ Pérez‐Ruixo… - British Journal of …, 2018 - Wiley Online Library
Aim The objective of the present study was to use pharmacokinetic–pharmacodynamic
modelling to characterize the effects of chemotherapy on the granulopoietic system and to …

Pharmacokinetic‐Pharmacodynamic model of neutropenia in patients with myeloma receiving high‐dose Melphalan for autologous stem cell transplant

YK Cho, DJ Irby, J Li, DW Sborov… - CPT …, 2018 - Wiley Online Library
High‐dose melphalan (HDM) is part of the conditioning regimen in patients with multiple
myeloma (MM) receiving autologous stem cell transplantation (ASCT). However, individual …

A physiological model of granulopoiesis to predict clinical drug induced neutropenia from in vitro bone marrow studies: with application to a cell cycle inhibitor

W Chen, B Boras, T Sung, Y Yu, J Zheng… - … of pharmacokinetics and …, 2020 - Springer
Neutropenia is one of the most common dose-limiting toxocities associated with anticancer
drug therapy. The ability to predict the probability and severity of neutropenia based on in …