Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data

G Lorenzo, SR Ahmed, DA Hormuth II… - Annual Review of …, 2023 - annualreviews.org
Despite the remarkable advances in cancer diagnosis, treatment, and management over the
past decade, malignant tumors remain a major public health problem. Further progress in …

Computational identification of surface markers for isolating distinct subpopulations from heterogeneous cancer cell populations

AL Gardner, TA Jost, D Morgan, A Brock - npj Systems Biology and …, 2024 - nature.com
Intratumor heterogeneity reduces treatment efficacy and complicates our understanding of
tumor progression and there is a pressing need to understand the functions of …

Hypophyllanthin and Phyllanthin from Phyllanthus niruri Synergize Doxorubicin Anticancer Properties against Resistant Breast Cancer Cells

OE Abdel-Sattar, RM Allam, AM Al-Abd… - ACS …, 2023 - ACS Publications
Doxorubicin (DOX) is a cornerstone chemotherapeutic agent for the treatment of several
malignancies such as breast cancer; however, its activity is ameliorated by the development …

[HTML][HTML] Drug tolerance and persistence in bacteria, fungi and cancer cells: Role of non-genetic heterogeneity

I El Meouche, P Jain, MK Jolly, JP Capp - Translational Oncology, 2024 - Elsevier
A common feature of bacterial, fungal and cancer cell populations upon treatment is the
presence of tolerant and persistent cells able to survive, and sometimes grow, even in the …

Conjugate of Natural Bacteriochlorin with Doxorubicin for Combined Photodynamic and Chemotherapy

E Plotnikova, O Abramova, P Ostroverkhov… - International Journal of …, 2024 - mdpi.com
Chemotherapy is among the main classical approaches to the treatment of oncologic
diseases. Its efficiency has been comprehensively proven by clinical examinations; …

A global sensitivity analysis of a mechanistic model of neoadjuvant chemotherapy for triple negative breast cancer constrained by in vitro and in vivo imaging data

G Lorenzo, AM Jarrett, CT Meyer, JC DiCarlo… - Engineering with …, 2024 - Springer
Neoadjuvant chemotherapy (NAC) is a standard-of-care treatment for locally advanced triple
negative breast cancer (TNBC) before surgery. The early assessment of TNBC response to …

Games and the treatment convexity of cancer

P Bayer, J West - Dynamic Games and Applications, 2023 - Springer
Evolutionary game theory has been highly valuable in studying frequency-dependent
selection and growth between competing cancer phenotypes. We study the connection …

Iterative algorithms for the reconstruction of early states of prostate cancer growth

E Beretta, C Cavaterra, M Fornoni, G Lorenzo… - arXiv preprint arXiv …, 2024 - arxiv.org
The development of mathematical models of cancer informed by time-resolved
measurements has enabled personalised predictions of tumour growth and treatment …

Inferring Drug-induced Plasticity via Drug Screen Data

C Wu, EB Gunnarsson, J Foo, K Leder - arXiv preprint arXiv:2409.18879, 2024 - arxiv.org
Resistance to therapy remains a significant challenge in cancer treatment, often due to the
presence of a stem-like cell population that drives tumor recurrence post-treatment …

A mathematical model for predicting the spatiotemporal response of breast cancer cells treated with doxorubicin

HJM Miniere, EABF Lima, G Lorenzo… - Cancer biology & …, 2024 - Taylor & Francis
Tumor heterogeneity contributes significantly to chemoresistance, a leading cause of
treatment failure. To better personalize therapies, it is essential to develop tools capable of …