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Status | 已發表Published |
Emergence of spatio-temporal variations in chemotherapeutic drug efficacy: in-vitro and in-Silico 3D tumour spheroid studies | |
Sheraton, M.V.; Chiew, GGY; Melnikov, V.; Tan, E.Y.; Luo, K.Q.1; Verma, N.; Sloot, P.M.A. | |
2020-12-07 | |
Source Publication | BMC Cancer |
ISSN | 1471-2407 |
Volume | 20Issue:1Pages:1201 (2020) |
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. |
Keyword | Reaction-diffusion Model Pharmacokinetics Pharmacodynamics Mitotic Spindle Stabilization Cytotoxicity |
DOI | 10.1186/s12885-020-07677-5 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Oncology |
WOS Subject | Oncology |
WOS ID | WOS:000598039800008 |
Publisher | BMC |
The Source to Article | PB_Publication |
Scopus ID | 2-s2.0-85097252365 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF BIOMEDICAL SCIENCES |
Corresponding Author | Luo, K.Q.; Verma, N.; Sloot, P.M.A. |
Affiliation | 1.Faculty of Health Sciences, University of Macau 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 Affilication | Faculty of Health Sciences |
Recommended Citation GB/T 7714 | Sheraton, M.V.,Chiew, GGY,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 (2020). |
APA | Sheraton, M.V.., Chiew, GGY., Melnikov, V.., Tan, E.Y.., Luo, K.Q.., 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 (2020). |
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 (2020). |
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