TY - JOUR
T1 - Pharmacodynamic modeling of anti-cancer activity of tetraiodothyroacetic acid in a perfused cell culture system
AU - Lin, Hung-Yun
AU - Landersdorfer, Cornelia
AU - London, David
AU - Meng, Ran
AU - Lim, Chang-Uk
AU - Lin, Cassie
AU - Lin, Sharon
AU - Tang, Heng-Yuan
AU - Brown, David
AU - Van Scoy, Brian
AU - Kulawy, Robert
AU - Queimado, Lurdes
AU - Drusano, George
AU - Louie, Arnold
AU - Davis, Faith
AU - Mousa, Shaker
AU - Davis, Paul
PY - 2011
Y1 - 2011
N2 - Unmodified or as a poly[lactide-co-glycolide] nanoparticle, tetraiodothyroacetic acid (tetrac) acts at the integrin avb3
receptor on human cancer cells to inhibit tumor cell proliferation and xenograft growth. To study in vitro the
pharmacodynamics of tetrac formulations in the absence of and in conjunction with other chemotherapeutic agents, we
developed a perfusion bellows cell culture system. Cells were grown on polymer flakes and exposed to various
concentrations of tetrac, nano-tetrac, resveratrol, cetuximab, or a combination for up to 18 days. Cells were harvested and
counted every one or two days. Both NONMEM VI and the exact Monte Carlo parametric expectation maximization
algorithm in S-ADAPT were utilized for mathematical modeling. Unmodified tetrac inhibited the proliferation of cancer cells
and did so with differing potency in different cell lines. The developed mechanism-based model included two effects of
tetrac on different parts of the cell cycle which could be distinguished. For human breast cancer cells, modeling suggested a
higher sensitivity (lower IC50) to the effect on success rate of replication than the effect on rate of growth, whereas the
capacity (Imax) was larger for the effect on growth rate. Nanoparticulate tetrac (nano-tetrac), which does not enter into cells,
had a higher potency and a larger anti-proliferative effect than unmodified tetrac. Fluorescence-activated cell sorting
analysis of harvested cells revealed tetrac and nano-tetrac induced concentration-dependent apoptosis that was correlated
with expression of pro-apoptotic proteins, such as p53, p21, PIG3 and BAD for nano-tetrac, while unmodified tetrac showed
a different profile. Approximately additive anti-proliferative effects were found for the combinations of tetrac and
resveratrol, tetrac and cetuximab (Erbitux), and nano-tetrac and cetuximab. Our in vitro perfusion cancer cell system
together with mathematical modeling successfully described the anti-proliferative effects over time of tetrac and nanotetrac
and may be useful for dose-finding and studying the pharmacodynamics of other chemotherapeutic agents or their
combinations.
AB - Unmodified or as a poly[lactide-co-glycolide] nanoparticle, tetraiodothyroacetic acid (tetrac) acts at the integrin avb3
receptor on human cancer cells to inhibit tumor cell proliferation and xenograft growth. To study in vitro the
pharmacodynamics of tetrac formulations in the absence of and in conjunction with other chemotherapeutic agents, we
developed a perfusion bellows cell culture system. Cells were grown on polymer flakes and exposed to various
concentrations of tetrac, nano-tetrac, resveratrol, cetuximab, or a combination for up to 18 days. Cells were harvested and
counted every one or two days. Both NONMEM VI and the exact Monte Carlo parametric expectation maximization
algorithm in S-ADAPT were utilized for mathematical modeling. Unmodified tetrac inhibited the proliferation of cancer cells
and did so with differing potency in different cell lines. The developed mechanism-based model included two effects of
tetrac on different parts of the cell cycle which could be distinguished. For human breast cancer cells, modeling suggested a
higher sensitivity (lower IC50) to the effect on success rate of replication than the effect on rate of growth, whereas the
capacity (Imax) was larger for the effect on growth rate. Nanoparticulate tetrac (nano-tetrac), which does not enter into cells,
had a higher potency and a larger anti-proliferative effect than unmodified tetrac. Fluorescence-activated cell sorting
analysis of harvested cells revealed tetrac and nano-tetrac induced concentration-dependent apoptosis that was correlated
with expression of pro-apoptotic proteins, such as p53, p21, PIG3 and BAD for nano-tetrac, while unmodified tetrac showed
a different profile. Approximately additive anti-proliferative effects were found for the combinations of tetrac and
resveratrol, tetrac and cetuximab (Erbitux), and nano-tetrac and cetuximab. Our in vitro perfusion cancer cell system
together with mathematical modeling successfully described the anti-proliferative effects over time of tetrac and nanotetrac
and may be useful for dose-finding and studying the pharmacodynamics of other chemotherapeutic agents or their
combinations.
U2 - 10.1371/journal.pcbi.1001073
DO - 10.1371/journal.pcbi.1001073
M3 - Article
SN - 1553-734X
VL - 7
SP - 1
EP - 14
JO - PLoS Computational Biology
JF - PLoS Computational Biology
IS - 2
ER -