[HTML][HTML] In Silico Oncology: Quantification of the In Vivo Antitumor Efficacy of Cisplatin-Based Doublet Therapy in Non-Small Cell Lung Cancer (NSCLC) through a …

E Kolokotroni, D Dionysiou, C Veith… - PLoS Computational …, 2016 - journals.plos.org
The 5-year survival of non-small cell lung cancer patients can be as low as 1% in advanced
stages. For patients with resectable disease, the successful choice of preoperative …

[HTML][HTML] Mathematical model predicts response to chemotherapy in advanced non-resectable non-small cell lung cancer patients treated with platinum-based doublet

E Kozłowska, R Suwiński, M Giglok… - PLoS Computational …, 2020 - journals.plos.org
We developed a computational platform including machine learning and a mechanistic
mathematical model to find the optimal protocol for administration of platinum-doublet …

Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer

LT Curtis, VH van Berkel, HB Frieboes - Journal of theoretical biology, 2018 - Elsevier
Chemotherapy for non-small cell lung cancer (NSCLC) typically involves a doublet regimen
for a number of cycles. For any particular patient, a course of treatment is usually chosen …

[HTML][HTML] Exploiting clinical trial data drastically narrows the window of possible solutions to the problem of clinical adaptation of a multiscale cancer model

GS Stamatakos, EC Georgiadi, N Graf, EA Kolokotroni… - PLoS …, 2011 - journals.plos.org
The development of computational models for simulating tumor growth and response to
treatment has gained significant momentum during the last few decades. At the dawn of the …

Effects of combined chemotherapeutic drugs on the growth and survival of cancerous tumours–an in-silico study

P Kaura, T Mishra, N Verma, IS Dalal… - Journal of Computational …, 2021 - Elsevier
Efficacy of chemotherapeutic treatment continues to vary drastically from patient to patient
because of the complex development and progression of cancer. The standard treatment …

Identifying Biomarkers of Cisplatin Sensitivity in Non-Small Cell Lung Cancer via Comprehensive Integrative Analysis

XP Xie, W Yang, L Zhang, HQ Wang - Current Bioinformatics, 2022 - ingentaconnect.com
Background: Only 30-40% of non-small cell lung cancer (NSCLC) patients are clinically
sensitive to cisplatin-based chemotherapy. Thus, it is necessary to identify biomarkers for …

[HTML][HTML] Prediction of treatment response for combined chemo-and radiation therapy for non-small cell lung cancer patients using a bio-mathematical model

C Geng, H Paganetti, C Grassberger - Scientific reports, 2017 - nature.com
The goal of this work was to develop a mathematical model to predict Kaplan–Meier survival
curves for chemotherapy combined with radiation in Non-Small Cell Lung Cancer patients …

[HTML][HTML] Combined use of gene expression modeling and siRNA screening identifies genes and pathways which enhance the activity of cisplatin when added at no …

AWY Leung, SS Hung, I Backstrom, D Ricaurte… - PloS one, 2016 - journals.plos.org
Platinum-based combination chemotherapy is the standard treatment for advanced non-
small cell lung cancer (NSCLC). While cisplatin is effective, its use is not curative and …

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

AZX Zhu - Future science OA, 2018 - Future Science
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 …

[HTML][HTML] Cancer modeling: From mechanistic to data-driven approaches, and from fundamental insights to clinical applications

S Bekisz, L Geris - Journal of Computational Science, 2020 - Elsevier
Cancer is still one of the major causes of death worldwide. Even if its comprehension is
improving continuously, the complexity and heterogeneity of this group of diseases …