2025 AIChE Annual Meeting

(655d) Interactions of Circulating Tumor Cells with Their Environment during Microfluidic Flows

Authors

Emmanuel Ezeobidi - Presenter, The University of Alabama in Huntsville
Agnieszka Truszkowska, Oregon State University
Metastasis is a stage in cancer where tumor cells spread throughout the body
and form new cancer sites, distant from the original one. It is associated with poor
prognosis and is hard to diagnose early on. The migrating cancer cells are called
circulating tumor cells (CTCs) and their transitioning is characterized by complex
metabolic changes and the emergence of unique interactions with each other and their
environment [1]. Besides blood vessels, understanding the flow of CTCs is important in
microfluidic devices as promising platforms for the isolation and analysis of CTCs [1-3].
Further, there exists growing evidence that a subset of CTCs tend to form aggregates
that are even more dangerous than their single-cell counterparts [1, 4]. Detection and
further research on CTC clusters is another critical step in cancer research that
inherently involves microfluidic environments [1, 4].
Our group previously developed computational models of CTCs with varying clustering
propensities with and without external microfluidic flow [5, 6]. The most recent
framework included a combination of collective motion of cells with explicit mechanistic
bonding into physical aggregates [6]. Here we leverage this model to include complex
interactions with vessel walls and other types of cells. In particular, we focus on CTC
adhesion and rolling over solid surfaces, emulating a critical step in CTC invasion of
distant tissues [7, 8]. The model is further enriched by the introduction of interactions
with other types of cells present in blood, including red blood cells and immune
response constituents [1, 4, 8, 9]. We calibrate and validate our model with available
experimental data [8, 10] and show that it leads to unique conclusions about CTC
transport and dynamics in the circulatory system and other similar microfluidic
environments.

[1] Yamamoto, A., Doak, A.E. and Cheung, K.J., 2023. Orchestration of collective
migration and metastasis by tumor cell clusters. Annual Review of Pathology:
Mechanisms of Disease, 18(1), pp.231-256.
[2] Rajput, S., Sharma, P.K. and Malviya, R., 2023. Fluid mechanics in circulating
tumour cells: role in metastasis and treatment strategies. Medicine in Drug Discovery,
18, p.100158.
[3] Shanehband, N. and Naghib, S.M., 2024. Recent advances in nano/microfluidics-
based cell isolation techniques for cancer diagnosis and treatments. Biochimie, 220,
pp.122-143.

[4] Schuster, E., Taftaf, R., Reduzzi, C., Albert, M.K., Romero-Calvo, I. and Liu, H.,
2021. Better together: circulating tumor cell clustering in metastatic cancer. Trends in
Cancer, 7(11), pp.1020-1032.
[5] Kirchner, Z., Geohagan, A. and Truszkowska, A., 2024. A Vicsek-type model of
confined cancer cells with variable clustering affinities. Integrative Biology, 16,
p.zyae005.
[6] Ezeobidi, E.I. and Truszkowska, A., 2025. Modeling the dynamics of circulating
tumor cell clusters inside a microfluidic channel. Biomicrofluidics, 19(1).
[7] Majidpoor, J. and Mortezaee, K., 2021. Steps in metastasis: an updated review.
Medical Oncology, 38(1), p.3.
[8] King, M.R., Phillips, K.G., Mitrugno, A., Lee, T.R., de Guillebon, A.M.,
Chandrasekaran, S., McGuire, M.J., Carr, R.T., Baker-Groberg, S.M., Rigg, R.A. and
Kolatkar, A., 2015. A physical sciences network characterization of circulating tumor cell
aggregate transport. American Journal of Physiology-Cell Physiology, 308(10),
pp.C792-C802.
[9] Zhou, S., Xu, H., Duan, Y., Tang, Q., Huang, H. and Bi, F., 2024. Survival
mechanisms of circulating tumor cells and their implications for cancer treatment.
Cancer and Metastasis Reviews, 43(3), pp.941-957.
[10] Marrella, A., Fedi, A., Varani, G., Vaccari, I., Fato, M., Firpo, G., Guida, P., Aceto, N. and
Scaglione, S., 2021. High blood flow shear stress values are associated with circulating tumor
cells cluster disaggregation in a multi-channel microfluidic device. PLOS One, 16(1),
p.e0245536.