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Emergence of spatio-temporal variations in chemotherapeutic drug efficacy: in-vitro and in-Silico 3D tumour spheroid studies
Sheraton, M. V.1,2; Chiew, G. G.Y.3; Melnikov, V.2; Tan, E. Y.4; Luo, Kathy Qian5; Verma, N.6; Sloot, P. M.A.2,7,8
2020-12-07
Source PublicationBMC Cancer
ISSN1471-2407
Volume20Issue:1Pages:1201 (1-16)
Abstract

Background: The mechanisms of action and efficacy of cisplatin and paclitaxel at cell population level are well studied and documented, however the localized spatio-temporal effects of the drugs are less well understood. We explore the emergence of spatially preferential drug efficacy resulting from variations in mechanisms of cell-drug interactions. Methods: 3D spheroids of HeLa-C3 cells were treated with drugs, cisplatin and paclitaxel. This was followed by sectioning and staining of the spheroids to track the spatio-temporal apoptotic effects of the drugs. A mechanistic drug-cell interaction model was developed and simulated to analyse the localized efficacy of these drugs. Results: The outcomes of drug actions on a local cell population was dependant on the interactions between cell repair probability, intracellular drug concentration and cell’s mitosis phase. In spheroids treated with cisplatin, drug induced apoptosis is found to be scattered throughout the volume of the spheroids. In contrast, effect of paclitaxel is found to be preferentially localized along the periphery of the spheroids. Combinatorial treatments of cisplatin and paclitaxel result in varying levels of cell apoptosis based on the scheduling strategy. Conclusions: The preferential action of paclitaxel can be attributed to the cell characteristics of the peripheral population. The model simulations and experimental data show that treatments initiated with paclitaxel are more efficacious due to the cascading of spatial effects of the drugs.

KeywordCytotoxicity Mitotic Spindle Stabilization Pharmacodynamics Pharmacokinetics Reaction-diffusion Model
DOI10.1186/s12885-020-07677-5
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaOncology
WOS SubjectOncology
WOS IDWOS:000598039800008
PublisherBMC
Scopus ID2-s2.0-85097252365
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Document TypeJournal article
CollectionDEPARTMENT OF BIOMEDICAL SCIENCES
Faculty of Health Sciences
Corresponding AuthorLuo, Kathy Qian; Verma, N.; Sloot, P. M.A.
Affiliation1.HEALTHTECH NTU,Interdisciplinary Graduate School,Nanyang Technological University,Singapore,Singapore
2.Complexity Institute,Nanyang Technological University,Singapore,Singapore
3.School of Chemical and Biomedical Engineering,Nanyang Technological University,Singapore,Singapore
4.Department of General Surgery,Tan Tock Seng Hospital,Singapore,Singapore
5.Faculty of Health Sciences, University of Macau, Taipa, Macao
6.Department of Chemical Engineering,Indian Institute of Technology Kanpur,Kanpur,India
7.ITMO University St. Petersburg,Russian Federation,St Petersburg,Russian Federation
8.Institute for Advanced Study,University of Amsterdam,Amsterdam,Netherlands
Corresponding Author AffilicationFaculty of Health Sciences
Recommended Citation
GB/T 7714
Sheraton, M. V.,Chiew, G. G.Y.,Melnikov, V.,et al. Emergence of spatio-temporal variations in chemotherapeutic drug efficacy: in-vitro and in-Silico 3D tumour spheroid studies[J]. BMC Cancer, 2020, 20(1), 1201 (1-16).
APA Sheraton, M. V.., Chiew, G. G.Y.., Melnikov, V.., Tan, E. Y.., Luo, Kathy Qian., Verma, N.., & Sloot, P. M.A. (2020). Emergence of spatio-temporal variations in chemotherapeutic drug efficacy: in-vitro and in-Silico 3D tumour spheroid studies. BMC Cancer, 20(1), 1201 (1-16).
MLA Sheraton, M. V.,et al."Emergence of spatio-temporal variations in chemotherapeutic drug efficacy: in-vitro and in-Silico 3D tumour spheroid studies".BMC Cancer 20.1(2020):1201 (1-16).
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