A review of cell-based computational modeling in cancer biology

J Metzcar, Y Wang, R Heiland… - JCO clinical cancer …, 2019 - ascopubs.org
Cancer biology involves complex, dynamic interactions between cancer cells and their
tissue microenvironments. Single-cell effects are critical drivers of clinical progression …

Tumor cell invasion in glioblastoma

A Vollmann-Zwerenz, V Leidgens, G Feliciello… - International journal of …, 2020 - mdpi.com
Glioblastoma (GBM) is a particularly devastating tumor with a median survival of about 16
months. Recent research has revealed novel insights into the outstanding heterogeneity of …

[HTML][HTML] Current and future trends on diagnosis and prognosis of glioblastoma: from molecular biology to proteomics

AS Silantyev, L Falzone, M Libra, OI Gurina… - Cells, 2019 - mdpi.com
Glioblastoma multiforme is the most aggressive malignant tumor of the central nervous
system. Due to the absence of effective pharmacological and surgical treatments, the …

[HTML][HTML] Glioblastoma multiforme: the latest diagnostics and treatment techniques

A Czarnywojtek, M Borowska, K Dyrka, S Van Gool… - Pharmacology, 2023 - karger.com
Background: Glioblastoma multiforme (GBM) is a WHO grade 4 glioma and the most
common malignant primary brain tumour. Recently, there has been outstanding progress in …

Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology

C Wu, G Lorenzo, DA Hormuth, EABF Lima… - Biophysics …, 2022 - pubs.aip.org
Digital twins employ mathematical and computational models to virtually represent a
physical object (eg, planes and human organs), predict the behavior of the object, and …

[HTML][HTML] Translating complexity and heterogeneity of pancreatic tumor: 3D in vitro to in vivo models

MA Heinrich, AMRH Mostafa, JP Morton… - Advanced drug delivery …, 2021 - Elsevier
Pancreatic ductal adenocarcinoma (PDAC) is an extremely aggressive type of cancer with
an overall survival rate of less than 7-8%, emphasizing the need for novel effective …

Mathematical modeling of tumor-immune cell interactions

GE Mahlbacher, KC Reihmer, HB Frieboes - Journal of Theoretical Biology, 2019 - Elsevier
The anti-tumor activity of the immune system is increasingly recognized as critical for the
mounting of a prolonged and effective response to cancer growth and invasion, and for …

Multiscale agent-based and hybrid modeling of the tumor immune microenvironment

KA Norton, C Gong, S Jamalian, AS Popel - Processes, 2019 - mdpi.com
Multiscale systems biology and systems pharmacology are powerful methodologies that are
playing increasingly important roles in understanding the fundamental mechanisms of …

[LLIBRE][B] Mathematical modeling of biological pattern formation

A Deutsch, S Dormann, A Deutsch, S Dormann - 2017 - Springer
The application of mathematical models to explain the dynamics of biological pattern
formation started with the work of D'Arcy Thompson who showed that mathematics cannot …

Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas

A Chaudhuri, G Pash, DA Hormuth… - Frontiers in Artificial …, 2023 - frontiersin.org
We develop a methodology to create data-driven predictive digital twins for optimal risk-
aware clinical decision-making. We illustrate the methodology as an enabler for an …