Clinical decision support for chemotherapy‐induced neutropenia using a hybrid pharmacodynamic/machine learning model

JH Hughes, DMH Tong, V Burns, B Daly… - CPT …, 2023 - Wiley Online Library
Consensus guidelines recommend use of granulocyte colony stimulating factor in patients
deemed at risk of chemotherapy‐induced neutropenia, however, these risk models are …

[HTML][HTML] Navigating between right, wrong, and relevant: the use of mathematical modeling in preclinical decision making

A Kondic, D Bottino, J Harrold, JD Kearns… - Frontiers in …, 2022 - frontiersin.org
The goal of this mini-review is to summarize the collective experience of the authors for how
modeling and simulation approaches have been used to inform various decision points from …

Drug exposure to establish pharmacokinetic–response relationships in oncology

BP Solans, MJ Garrido, IF Trocóniz - Clinical Pharmacokinetics, 2020 - Springer
In the oncology field, understanding the relationship between the dose administered and the
exerted effect is particularly important because of the narrow therapeutic index associated …

Model‐based approach to selecting Pegfilgrastim dose for pharmacokinetic and pharmacodynamic similarity studies in biosimilar development

F Li, Q Sun, S Du, J Florian, Y Wang… - Clinical …, 2023 - Wiley Online Library
This study applied modeling and simulation (M&S) approaches to evaluate the sensitivity of
pegfilgrastim pharmacokinetics (PKs) and pharmacodynamics (PDs) to changes in dose …

Model-based optimal AML consolidation treatment

F Jost, E Schalk, D Weber, H Döhner… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Objective: Neutropenia is an adverse event commonly arising during intensive
chemotherapy of acute myeloid leukemia (AML). It is often associated with infectious …

A large multicentre, randomized, double‐blind, cross‐over study in healthy volunteers to compare pharmacokinetics, pharmacodynamics and safety of a pegfilgrastim …

A Bellon, J Wang, A Skerjanec… - British Journal of …, 2020 - Wiley Online Library
Aims Recombinant PEGylated human granulocyte colony‐stimulating factor (pegfilgrastim)
is indicated for the reduction of chemotherapy‐induced neutropenia and prevention of …

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 …

Prediction of survival benefit of filgrastim in adult and pediatric patients with acute radiation syndrome

J Harrold, PO Gisleskog, JJ Perez‐Ruixo… - Clinical and …, 2020 - Wiley Online Library
Acute exposure to high doses of radiation leads to severe myelosuppression, but few
treatments are currently available to treat hematopoietic syndrome of acute radiation …

Semimechanistic pharmacokinetic–pharmacodynamic model of tripegfilgrastim for pediatric patients after chemotherapy

S Lee, KT Hong, IJ Jang, KS Yu… - CPT: Pharmacometrics …, 2023 - Wiley Online Library
Tripegfilgrastim is a long‐acting granulocyte colony‐stimulating factor (G‐CSF) that has
been used to prevent chemotherapy‐induced neutropenia in adults. This study aimed to …

Impact of granulocyte colony‐stimulating factor on FOLFIRINOX‐induced neutropenia prevention: A population pharmacokinetic/pharmacodynamic approach

P Macaire, J Paris, J Vincent… - British Journal of …, 2020 - Wiley Online Library
Aims Granulocyte colony‐stimulating factor (G‐CSF) is frequently prescribed to prevent
chemotherapy‐induced neutropenia, but the administration schedule remains empirical in …