Simulating cancer growth with multiscale agent-based modeling

Z Wang, JD Butner, R Kerketta, V Cristini… - Seminars in cancer …, 2015 - Elsevier
There have been many techniques developed in recent years to in silico model a variety of
cancer behaviors. Agent-based modeling is a specific discrete-based hybrid modeling …

Mathematical modeling and computational prediction of cancer drug resistance

X Sun, B Hu - Briefings in bioinformatics, 2018 - academic.oup.com
Diverse forms of resistance to anticancer drugs can lead to the failure of chemotherapy.
Drug resistance is one of the most intractable issues for successfully treating cancer in …

Glutamine metabolic microenvironment drives M2 macrophage polarization to mediate trastuzumab resistance in HER2‐positive gastric cancer

X Hu, Z Ma, B Xu, S Li, Z Yao, B Liang… - Cancer …, 2023 - Wiley Online Library
Background Trastuzumab is a first‐line targeted therapy for human epidermal growth factor
receptor‐2 (HER2)‐positive gastric cancer. However, the inevitable occurrence of acquired …

Mathematical modeling of therapy-induced cancer drug resistance: connecting cancer mechanisms to population survival rates

X Sun, J Bao, Y Shao - Scientific reports, 2016 - nature.com
Drug resistance significantly limits the long-term effectiveness of targeted therapeutics for
cancer patients. Recent experimental studies have demonstrated that cancer cell …

Hybrid modeling frameworks of tumor development and treatment

IM Chamseddine, KA Rejniak - Wiley Interdisciplinary Reviews …, 2020 - Wiley Online Library
Tumors are complex multicellular heterogeneous systems comprised of components that
interact with and modify one another. Tumor development depends on multiple factors …

Mathematical and computational modeling in complex biological systems

Z Ji, K Yan, W Li, H Hu, X Zhu - BioMed research international, 2017 - Wiley Online Library
The biological process and molecular functions involved in the cancer progression remain
difficult to understand for biologists and clinical doctors. Recent developments in high …

Biologically-based mathematical modeling of tumor vasculature and angiogenesis via time-resolved imaging data

DA Hormuth, CM Phillips, C Wu, EABF Lima… - Cancers, 2021 - mdpi.com
Simple Summary The recruitment of new vasculature via angiogenesis is a critical
component of tumor development, which fundamentally influences tumor growth and …

A hybrid model of tumor growth and angiogenesis: In silico experiments

CM Phillips, EABF Lima, RT Woodall, A Brock… - Plos one, 2020 - journals.plos.org
Tumor associated angiogenesis is the development of new blood vessels in response to
proteins secreted by tumor cells. These new blood vessels allow tumors to continue to grow …

Modeling vascularized bone regeneration within a porous biodegradable CaP scaffold loaded with growth factors

X Sun, Y Kang, J Bao, Y Zhang, Y Yang, X Zhou - Biomaterials, 2013 - Elsevier
Osteogenetic microenvironment is a complex constitution in which extracellular matrix
(ECM) molecules, stem cells and growth factors each interact to direct the coordinate …

Bayesian calibration of a stochastic, multiscale agent-based model for predicting in vitro tumor growth

EABF Lima, D Faghihi, R Philley, J Yang… - PLoS Computational …, 2021 - journals.plos.org
Hybrid multiscale agent-based models (ABMs) are unique in their ability to simulate
individual cell interactions and microenvironmental dynamics. Unfortunately, the high …