TY - JOUR
T1 - Modeling of Nanotherapy Response as a Function of the Tumor Microenvironment
T2 - Focus on Liver Metastasis
AU - Frieboes, Hermann B.
AU - Raghavan, Shreya
AU - Godin, Biana
N1 - Funding Information:
BG acknowledges partial support by Cancer Prevention and Research Institute of Texas (CPRIT RP150611). BG and SR acknowledge partial support by the Houston Methodist Cancer Center and the Dr. and Mrs. Alan
Funding Information:
Funding. BG acknowledges partial support by Cancer Prevention and Research Institute of Texas (CPRIT RP150611). BG and SR acknowledge partial support by the Houston Methodist Cancer Center and the Dr. and Mrs. Alan Kaplan Gynecologic Cancer Research Fund. HF acknowledges partial support by the National Institutes of Health/National Cancer Institute grant R15CA203605. SR acknowledges support from the Texas A&M Engineering Experiment Station and the Texas A&M University Department of Biomedical Engineering.
Publisher Copyright:
© Copyright © 2020 Frieboes, Raghavan and Godin.
PY - 2020/8/19
Y1 - 2020/8/19
N2 - The tumor microenvironment (TME) presents a challenging barrier for effective nanotherapy-mediated drug delivery to solid tumors. In particular for tumors less vascularized than the surrounding normal tissue, as in liver metastases, the structure of the organ itself conjures with cancer-specific behavior to impair drug transport and uptake by cancer cells. Cells and elements in the TME of hypovascularized tumors play a key role in the process of delivery and retention of anti-cancer therapeutics by nanocarriers. This brief review describes the drug transport challenges and how they are being addressed with advanced in vitro 3D tissue models as well as with in silico mathematical modeling. This modeling complements network-oriented techniques, which seek to interpret intra-cellular relevant pathways and signal transduction within cells and with their surrounding microenvironment. With a concerted effort integrating experimental observations with computational analyses spanning from the molecular- to the tissue-scale, the goal of effective nanotherapy customized to patient tumor-specific conditions may be finally realized.
AB - The tumor microenvironment (TME) presents a challenging barrier for effective nanotherapy-mediated drug delivery to solid tumors. In particular for tumors less vascularized than the surrounding normal tissue, as in liver metastases, the structure of the organ itself conjures with cancer-specific behavior to impair drug transport and uptake by cancer cells. Cells and elements in the TME of hypovascularized tumors play a key role in the process of delivery and retention of anti-cancer therapeutics by nanocarriers. This brief review describes the drug transport challenges and how they are being addressed with advanced in vitro 3D tissue models as well as with in silico mathematical modeling. This modeling complements network-oriented techniques, which seek to interpret intra-cellular relevant pathways and signal transduction within cells and with their surrounding microenvironment. With a concerted effort integrating experimental observations with computational analyses spanning from the molecular- to the tissue-scale, the goal of effective nanotherapy customized to patient tumor-specific conditions may be finally realized.
KW - computational simulation
KW - liver metastasis
KW - macrophages
KW - mathematical modeling
KW - nanotherapy
KW - tumor microenvironment
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U2 - 10.3389/fbioe.2020.01011
DO - 10.3389/fbioe.2020.01011
M3 - Review article
C2 - 32974325
AN - SCOPUS:85090234755
SN - 2296-4185
VL - 8
SP - 1011
JO - Frontiers in Bioengineering and Biotechnology
JF - Frontiers in Bioengineering and Biotechnology
M1 - 1011
ER -