Poster: Drug/Disease Modelling - Oncology

Long short-term memory recurrent neural networks to predict longitudinal changes in tumour size

Thursday 16 October, 2025

Introduction: Mechanistic pharmacokinetic-pharmacodynamic (PKPD) modelling of longitudinal data is essential to understand changes in the physiological system due to therapeutic interventions….

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Modelling of rituximab clearance reduction due to ibrutinib co-administration

Thursday 16 October, 2025

Objectives: Ibrutinib is an oral covalent inhibitor of Bruton’s tyrosine kinase indicated for the treatment of patients with B cell malignancies…

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A comprehensive multi-scale in silico approach for predicting antibody-drug conjugate clinical efficacy across oncological indications

Thursday 16 October, 2025

Introduction:  Antibody-drug conjugates (ADCs) represent a significant advancement in oncology therapeutics, offering targeted delivery of cytotoxic drugs to tumor cells….

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A PB-QSP platform model for T cell-dependent bispecific antibodies

Thursday 16 October, 2025

Objectives: T-cell-dependent bispecific (TDB) antibody is a promising therapeutic modality in drug development for both hematologic and solid malignancies. The…

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Modeling of cardiac biomarkers in breast cancer patients treated with anthracycline and trastuzumab regimens.

Thursday 16 October, 2025

Objectives: Trastuzumab is used to treat HER2-receptor positive breast cancer patients. Trastuzumab treatment is associated with cardiotoxicity, manifesting as a decline…

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Therapeutic drug monitoring of endoxifen in ER-positive breast cancer patients: comparing data from clinical practice to model-based predictions.

Thursday 16 October, 2025

Objectives: Five years of adjuvant treatment with tamoxifen lowers estrogen receptor (ER)-positive breast cancer recurrence and mortality rates. Despite tamoxifen’s…

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Tumor Response Index (TRI): model-based prediction of tumor response and survival in metastatic colorectal cancer patients treated by mFOLFOX6 with bevacizumab

Thursday 16 October, 2025

Objectives: Tumor growth models have been developed for several chemotherapeutic and molecular targeted drugs and the predicted tumor growth index…

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Integration of early circulating tumour DNA (ctDNA) changes into tumour growth inhibition modelling.

Thursday 16 October, 2025

Introduction: Circulating tumour DNA (ctDNA) has been considered a surrogate marker to predict clinical response in several types of cancer and…

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Impact of ABC gene single nucleotide polymorphisms in population pharmacokinetic of capecitabine and its metabolites 5′-deoxy-5-fluorouridine (5′-DFUR) 5-fluorouracil (5-FU) in patients with colorectal cancer

Thursday 16 October, 2025

Objectives: The aim of this study was (i) to assess the pharmacokinetics (PK) of capecitabine and its metabolites 5′-deoxy-5-fluorouridine (5′-DFUR)…

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Customizing the distribution of a masked, tumor-activated antibody with quantitative systems pharmacology

Thursday 16 October, 2025

Objective: Probody™ therapeutics (Pb-Txs) are masked monoclonal antibody (mAb) prodrugs designed to be preferentially activated by tumor-associated proteases. The peptide mask…

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