Application of artificial intelligence to in vitro tumor modeling and characterization of the tumor microenvironment

RY Lee, Y Wu, D Goh, V Tan, CW Ng… - Advanced …, 2023 - Wiley Online Library
In vitro tumor models have played vital roles in enhancing the understanding of the cellular
and molecular composition of tumors, as well as their biochemical and biophysical …

Cancer modeling‐on‐a‐chip with future artificial intelligence integration

KL Fetah, BJ DiPardo, EM Kongadzem, JS Tomlinson… - Small, 2019 - Wiley Online Library
Cancer is one of the leading causes of death worldwide, despite the large efforts to improve
the understanding of cancer biology and development of treatments. The attempts to …

Engineering patient-on-a-chip models for personalized cancer medicine

D Caballero, RL Reis, SC Kundu - Biomaterials-and Microfluidics-Based …, 2020 - Springer
Traditional in vitro and in vivo models typically used in cancer research have demonstrated
a low predictive power for human response. This leads to high attrition rates of new drugs in …

Biomaterials for mimicking and modelling tumor microenvironment

R Das, JG Fernandez - Microfluidics and Biosensors in Cancer Research …, 2022 - Springer
This chapter summarizes the current biomaterials and associated technologies used to
mimic and characterize the tumor microenvironment (TME) for developing preclinical …

The Applications and Challenges of the Development of In Vitro Tumor Microenvironment Chips

A Johnson, S Reimer, R Childres, G Cupp… - Cellular and Molecular …, 2023 - Springer
The tumor microenvironment (TME) plays a critical, yet mechanistically elusive role in tumor
development and progression, as well as drug resistance. To better understand the …

Use and application of organ-on-a-chip platforms in cancer research

Y Yu, TT Zhou, L Cao - Journal of Cell Communication and Signaling, 2023 - Springer
Tumors are a major cause of death worldwide, and much effort has been made to develop
appropriate anti-tumor therapies. Existing in vitro and in vivo tumor models cannot reflect the …

3D Biomimetic Models to Reconstitute Tumor Microenvironment In Vitro: Spheroids, Organoids, and Tumor‐on‐a‐Chip

W Li, Z Zhou, X Zhou, BL Khoo… - Advanced …, 2023 - Wiley Online Library
Decades of efforts in engineering in vitro cancer models have advanced drug discovery and
the insight into cancer biology. However, the establishment of preclinical models that enable …

Microfluidic modelling of the tumor microenvironment for anti-cancer drug development

M Shang, RH Soon, CT Lim, BL Khoo, J Han - Lab on a Chip, 2019 - pubs.rsc.org
Cancer is the leading cause of death worldwide. The complex and disorganized tumor
microenvironment makes it very difficult to treat this disease. The most common in vitro drug …

Recent advances in cancer-on-a-chip tissue models to dissect the tumour microenvironment

K Seaman, Y Sun, L You - Med-X, 2023 - Springer
Three-dimensional cancer-on-a-chip tissue models aim to replicate the key hallmarks of the
tumour microenvironment and allow for the study of dynamic interactions that occur during …

Addressing patient specificity in the engineering of tumor models

LJ Bray, DW Hutmacher, N Bock - Frontiers in Bioengineering and …, 2019 - frontiersin.org
Cancer treatment is challenged by the heterogeneous nature of cancer, where prognosis
depends on tumor type and disease stage, as well as previous treatments. Optimal patient …