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Liu L, Wang H, Chen R, Song Y, Wei W, Baek D, Gillin M, Kurabayashi K, Chen W. Cancer-on-a-chip for precision cancer medicine. LAB ON A CHIP 2025. [PMID: 40376718 DOI: 10.1039/d4lc01043d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2025]
Abstract
Many cancer therapies fail in clinical trials despite showing potent efficacy in preclinical studies. One of the key reasons is the adopted preclinical models cannot recapitulate the complex tumor microenvironment (TME) and reflect the heterogeneity and patient specificity in human cancer. Cancer-on-a-chip (CoC) microphysiological systems can closely mimic the complex anatomical features and microenvironment interactions in an actual tumor, enabling more accurate disease modeling and therapy testing. This review article concisely summarizes and highlights the state-of-the-art progresses in CoC development for modeling critical TME compartments including the tumor vasculature, stromal and immune niche, as well as its applications in therapying screening. Current dilemma in cancer therapy development demonstrates that future preclinical models should reflect patient specific pathophysiology and heterogeneity with high accuracy and enable high-throughput screening for anticancer drug discovery and development. Therefore, CoC should be evolved as well. We explore future directions and discuss the pathway to develop the next generation of CoC models for precision cancer medicine, such as patient-derived chip, organoids-on-a-chip, and multi-organs-on-a-chip with high fidelity. We also discuss how the integration of sensors and microenvironmental control modules can provide a more comprehensive investigation of disease mechanisms and therapies. Next, we outline the roadmap of future standardization and translation of CoC technology toward real-world applications in pharmaceutical development and clinical settings for precision cancer medicine and the practical challenges and ethical concerns. Finally, we overview how applying advanced artificial intelligence tools and computational models could exploit CoC-derived data and augment the analytical ability of CoC.
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Affiliation(s)
- Lunan Liu
- Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA.
| | - Huishu Wang
- Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA.
| | - Ruiqi Chen
- Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Yujing Song
- Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA.
| | - William Wei
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - David Baek
- Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Mahan Gillin
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Katsuo Kurabayashi
- Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA.
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Weiqiang Chen
- Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA.
- Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
- Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY 10016, USA
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2
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Rahman OM, Tarantino R, Waldman SD, Hwang DK. Single-Step Fabrication of V-Shaped Polymeric Microwells to Enhance Cancer Spheroid Formation. ACS Biomater Sci Eng 2025; 11:1857-1868. [PMID: 39967243 DOI: 10.1021/acsbiomaterials.4c02359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2025]
Abstract
Traditional cancer research has long relied on two-dimensional (2D) cell cultures, which inadequately mimic the complex three-dimensional (3D) microenvironments of in vivo tumors. Recent advancements in 3D cell cultures, particularly cancer spheroids, have highlighted their superior physiological relevance. However, existing methods for spheroid generation often require complex, multistep fabrication processes that limit scalability and reproducibility. In this study, we present a novel single-step photolithographic technique to fabricate high-aspect-ratio V-slanted hydrogel microwells. By employing polyethylene glycol (PEG)-based hydrogels, we create biocompatible, extracellular matrix (ECM)-like scaffolds that enhance gas and nutrient exchange while promoting uniform spheroid formation. The hydrogel microwells allow precise control of spheroid size, achieving a physiologically relevant diameter of 425 μm within 12-24 h, and the resulting spheroids exhibiting high viability over 3 weeks. Moreover, the method facilitates the creation of scalable multiwell arrays for high-throughput applications, making it suitable for both small-scale and large-scale experimental needs. This platform addresses the limitations of traditional microwell fabrication, offering a robust, efficient, and reproducible system for generating physiologically relevant 3D models with valuable applications in cancer research, drug testing, and tissue engineering.
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Affiliation(s)
- Omar M Rahman
- Department of Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto (St. Michael's Hospital), Toronto, Ontario M5B 1W8, Canada
- Institute of Biomedical Engineering, Science and Technology (iBEST), Unity Health Toronto and Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
| | - Roberto Tarantino
- Department of Chemical Engineering, Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto (St. Michael's Hospital), Toronto, Ontario M5B 1W8, Canada
- Institute of Biomedical Engineering, Science and Technology (iBEST), Unity Health Toronto and Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
| | - Stephen D Waldman
- Department of Chemical Engineering, Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto (St. Michael's Hospital), Toronto, Ontario M5B 1W8, Canada
- Institute of Biomedical Engineering, Science and Technology (iBEST), Unity Health Toronto and Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
| | - Dae Kun Hwang
- Department of Chemical Engineering, Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto (St. Michael's Hospital), Toronto, Ontario M5B 1W8, Canada
- Institute of Biomedical Engineering, Science and Technology (iBEST), Unity Health Toronto and Toronto Metropolitan University, Toronto, Ontario M5B 2K3, Canada
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3
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Zimina TM, Sitkov NO, Gareev KG, Mikhailova NV, Combs SE, Shevtsov MA. Hybrid-integrated devices for mimicking malignant brain tumors ("tumor-on-a-chip") for in vitro development of targeted drug delivery and personalized therapy approaches. Front Med (Lausanne) 2024; 11:1452298. [PMID: 39629230 PMCID: PMC11611596 DOI: 10.3389/fmed.2024.1452298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 10/14/2024] [Indexed: 12/07/2024] Open
Abstract
Acute and requiring attention problem of oncotheranostics is a necessity for the urgent development of operative and precise diagnostics methods, followed by efficient therapy, to significantly reduce disability and mortality of citizens. A perspective way to achieve efficient personalized treatment is to use methods for operative evaluation of the individual drug load, properties of specific tumors and the effectiveness of selected therapy, and other actual features of pathology. Among the vast diversity of tumor types-brain tumors are the most invasive and malignant in humans with poor survival after diagnosis. Among brain tumors glioblastoma shows exceptionally high mortality. More studies are urgently needed to understand the risk factors and improve therapy approaches. One of the actively developing approaches is the tumor-on-a-chip (ToC) concept. This review examines the achievements of recent years in the field of ToC system developments. The basics of microfluidic chips technologies are considered in the context of their applications in solving oncological problems. Then the basic principles of tumors cultivation are considered to evaluate the main challengers in implementation of microfluidic devices, for growing cell cultures and possibilities of their treatment and observation. The main achievements in the culture types diversity approaches and their advantages are being analyzed. The modeling of angiogenesis and blood-brain barrier (BBB) on a chip, being a principally important elements of the life system, were considered in detail. The most interesting examples and achievements in the field of tumor-on-a-chip developments have been presented.
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Affiliation(s)
- Tatiana M. Zimina
- Department of Micro and Nanoelectronics, St. Petersburg Electrotechnical University “LETI” (ETU), Saint Petersburg, Russia
| | - Nikita O. Sitkov
- Personalized Medicine Centre, Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - Kamil G. Gareev
- Personalized Medicine Centre, Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - Natalia V. Mikhailova
- Personalized Medicine Centre, Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - Stephanie E. Combs
- Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Maxim A. Shevtsov
- Personalized Medicine Centre, Almazov National Medical Research Centre, Saint Petersburg, Russia
- Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
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4
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Elsemary MT, Maritz MF, Smith LE, Warkiani ME, Thierry B. Enrichment of T-lymphocytes from leukemic blood using inertial microfluidics toward improved chimeric antigen receptor-T cell manufacturing. Cytotherapy 2024; 26:1264-1274. [PMID: 38819362 DOI: 10.1016/j.jcyt.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/30/2024] [Accepted: 05/05/2024] [Indexed: 06/01/2024]
Abstract
Chimeric antigen receptor cell therapy is a successful immunotherapy for the treatment of blood cancers. However, hurdles in their manufacturing remain including efficient isolation and purification of the T-cell starting material. Herein, we describe a one-step separation based on inertial spiral microfluidics for efficient enrichment of T-cells in B-cell acute lymphoblastic leukemia (ALL) and B-cell chronic lymphocytic leukemia patient's samples. In healthy donors used to optimize the process, the lymphocyte purity was enriched from 65% (SD ± 0.2) to 91% (SD ± 0.06) and T-cell purity was enriched from 45% (SD ± 0.1) to 73% (SD ± 0.02). Leukemic samples had higher starting B-cells compared to the healthy donor samples. Efficient enrichment and recovery of lymphocytes and T-cells were achieved in ALL samples with B-cells, monocytes and leukemic blasts depleted by 80% (SD ± 0.09), 89% (SD ± 0.1) and 74% (SD ± 0.09), respectively, and a 70% (SD ± 0.1) T-cell recovery. Chronic lymphocytic leukemia samples had lower T-cell numbers, and the separation process was less efficient compared to the ALL. This study demonstrates the use of inertial microfluidics for T-cell enrichment and depletion of B-cell blasts in ALL, suggesting its potential to address a key bottleneck of the chimeric antigen receptor-T manufacturing workflow.
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MESH Headings
- Humans
- T-Lymphocytes/immunology
- Receptors, Chimeric Antigen/immunology
- Immunotherapy, Adoptive/methods
- Microfluidics/methods
- Leukemia, Lymphocytic, Chronic, B-Cell/therapy
- Leukemia, Lymphocytic, Chronic, B-Cell/immunology
- Cell Separation/methods
- B-Lymphocytes/immunology
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/therapy
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/immunology
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
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Affiliation(s)
- Mona T Elsemary
- Future Industries Institute, University of South Australia Mawson Lakes Campus, Mawson Lakes, SA, Australia
| | - Michelle F Maritz
- Future Industries Institute, University of South Australia Mawson Lakes Campus, Mawson Lakes, SA, Australia
| | - Louise E Smith
- Future Industries Institute, University of South Australia Mawson Lakes Campus, Mawson Lakes, SA, Australia
| | | | - Benjamin Thierry
- Future Industries Institute, University of South Australia Mawson Lakes Campus, Mawson Lakes, SA, Australia.
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5
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Arora S, Singh S, Mittal A, Desai N, Khatri DK, Gugulothu D, Lather V, Pandita D, Vora LK. Spheroids in cancer research: Recent advances and opportunities. J Drug Deliv Sci Technol 2024; 100:106033. [DOI: 10.1016/j.jddst.2024.106033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2024]
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6
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Calabretta MM, Gregucci D, Guardigli M, Michelini E. Low-cost and sustainable smartphone-based tissue-on-chip device for bioluminescence biosensing. Biosens Bioelectron 2024; 261:116454. [PMID: 38875866 DOI: 10.1016/j.bios.2024.116454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/27/2024] [Accepted: 05/29/2024] [Indexed: 06/16/2024]
Abstract
Several organ-on-chip and cell-on-chip devices have been reported, however, their main drawback is that they are not interoperable (i.e., they have been fabricated with customized equipment, thus cannot be applied in other facilities, unless having the same setup), and require cell-culture facilities and benchtop instrumentation. As a consequence, results obtained with such devices do not generally comply with the principles of findability, accessibility, interoperability, and reusability (FAIR). To overcome such limitation, leveraging cost-effective 3D printing we developed a bioluminescent tissue on-a-chip device that can be easily implemented in any laboratory. The device enables continuous monitoring of cell co-cultures expressing different bioluminescent reporter proteins and, thanks to the implementation of new highly bioluminescent luciferases having high pH and thermal stability, can be monitored via smartphone camera. Another relevant feature is the possibility to insert the chip into a commercial 24-well plate for use with standard benchtop instrumentation. The suitability of this device for 3D cell-based biosensing for monitoring activation of target molecular pathways, i.e., the inflammatory pathway via nuclear factor kappa-B (NF-κB) activation, and general cytotoxicity is here reported showing similar analytical performance when compared to conventional 3D cell-based assays performed in 24-well plates.
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Affiliation(s)
- Maria Maddalena Calabretta
- Department of Chemistry "Giacomo Ciamician", University of Bologna, Via P. Gobetti 85, 40129, Bologna, Italy; Center for Applied Biomedical Research (CRBA), Azienda Ospedaliero-Universitaria Policlinico S. Orsola-Malpighi, 40138, Bologna, Italy
| | - Denise Gregucci
- Department of Chemistry "Giacomo Ciamician", University of Bologna, Via P. Gobetti 85, 40129, Bologna, Italy; Center for Applied Biomedical Research (CRBA), Azienda Ospedaliero-Universitaria Policlinico S. Orsola-Malpighi, 40138, Bologna, Italy
| | - Massimo Guardigli
- Department of Chemistry "Giacomo Ciamician", University of Bologna, Via P. Gobetti 85, 40129, Bologna, Italy
| | - Elisa Michelini
- Department of Chemistry "Giacomo Ciamician", University of Bologna, Via P. Gobetti 85, 40129, Bologna, Italy; Center for Applied Biomedical Research (CRBA), Azienda Ospedaliero-Universitaria Policlinico S. Orsola-Malpighi, 40138, Bologna, Italy; Health Sciences and Technologies Interdepartmental Center for Industrial Research (HSTICIR), University of Bologna, 40126, Bologna, Italy.
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7
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Fabiano AR, Robbins SC, Knoblauch SV, Rowland SJ, Dombroski JA, King MR. Multiplex, high-throughput method to study cancer and immune cell mechanotransduction. Commun Biol 2024; 7:674. [PMID: 38824207 PMCID: PMC11144229 DOI: 10.1038/s42003-024-06327-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 05/14/2024] [Indexed: 06/03/2024] Open
Abstract
Studying cellular mechanoresponses during cancer metastasis is limited by sample variation or complex protocols that current techniques require. Metastasis is governed by mechanotransduction, whereby cells translate external stimuli, such as circulatory fluid shear stress (FSS), into biochemical cues. We present high-throughput, semi-automated methods to expose cells to FSS using the VIAFLO96 multichannel pipetting device custom-fitted with 22 G needles, increasing the maximum FSS 94-fold from the unmodified tips. Specifically, we develop protocols to semi-automatically stain live samples and to fix, permeabilize, and intracellularly process cells for flow cytometry analysis. Our first model system confirmed that the pro-apoptotic effects of TRAIL therapeutics in prostate cancer cells can be enhanced via FSS-induced Piezo1 activation. Our second system implements this multiplex methodology to show that FSS exposure (290 dyn cm-2) increases activation of murine bone marrow-derived dendritic cells. These methodologies greatly improve the mechanobiology workflow, offering a high-throughput, multiplex approach.
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Affiliation(s)
- Abigail R Fabiano
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA
| | - Spencer C Robbins
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA
| | - Samantha V Knoblauch
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA
| | - Schyler J Rowland
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA
| | - Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN, 37212, USA.
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8
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AlShmmari SK, Fardous RS, Shinwari Z, Cialla-May D, Popp J, Ramadan Q, Zourob M. Hepatic spheroid-on-a-chip: Fabrication and characterization of a spheroid-based in vitro model of the human liver for drug screening applications. BIOMICROFLUIDICS 2024; 18:034105. [PMID: 38817733 PMCID: PMC11136519 DOI: 10.1063/5.0210955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/06/2024] [Indexed: 06/01/2024]
Abstract
The integration of microfabrication and microfluidics techniques into cell culture technology has significantly transformed cell culture conditions, scaffold architecture, and tissue biofabrication. These tools offer precise control over cell positioning and enable high-resolution analysis and testing. Culturing cells in 3D systems, such as spheroids and organoids, enables recapitulating the interaction between cells and the extracellular matrix, thereby allowing the creation of human-based biomimetic tissue models that are well-suited for pre-clinical drug screening. Here, we demonstrate an innovative microfluidic device for the formation, culture, and testing of hepatocyte spheroids, which comprises a large array of patterned microwells for hosting hepatic spheroid culture in a reproducible and organized format in a dynamic fluidic environment. The device allows maintaining and characterizing different spheroid sizes as well as exposing to various drugs in parallel enabling high-throughput experimentation. These liver spheroids exhibit physiologically relevant hepatic functionality, as evidenced by their ability to produce albumin and urea at levels comparable to in vivo conditions and the capability to distinguish the toxic effects of selected drugs. This highlights the effectiveness of the microenvironment provided by the chip in maintaining the functionality of hepatocyte spheroids. These data support the notion that the liver-spheroid chip provides a favorable microenvironment for the maintenance of hepatocyte spheroid functionality.
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Affiliation(s)
| | | | - Zakia Shinwari
- Cell Therapy and Immunology Department, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia
| | | | | | - Qasem Ramadan
- College of Science & General Studies, Alfaisal University, Riyadh 11533, Saudi Arabia
| | - Mohammed Zourob
- College of Science & General Studies, Alfaisal University, Riyadh 11533, Saudi Arabia
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9
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Nguyen MA, Dinh NT, Do Thi MH, Nguyen Thi D, Pham UT, Tran TQ, Nguyen VM, Le NH, Nguyen DT, Pham DTN. Simple and Rapid Method of Microwell Array Fabrication for Drug Testing on 3D Cancer Spheroids. ACS OMEGA 2024; 9:16949-16958. [PMID: 38645317 PMCID: PMC11024980 DOI: 10.1021/acsomega.3c05873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 11/30/2023] [Accepted: 12/12/2023] [Indexed: 04/23/2024]
Abstract
Three-dimensional (3D) cell culture systems are becoming increasingly popular due to their ability to mimic the complex process of angiogenesis in cancer, providing more accurate and physiologically relevant data than traditional two-dimensional (2D) cell culture systems. Microwell systems are particularly useful in this context as they provide a microenvironment that more closely resembles the in vivo environment than traditional microwells. Poly(ethylene glycol) (PEG) microwells are particularly advantageous due to their bio-inertness and the ability to tailor their material characteristics depending on the PEG molecular weight. Although there are several methods available for microwell fabrication, most of them are time-consuming and expensive. The current study utilizes a low-cost laser etching technique on poly(methyl methacrylate) materials followed by molding with PDMS to produce microwells. The optimal conditions for making concave microwells are an engraving parameter speed of 600 mm/s, power of 20%, and a design diameter of the microwell of 0.4 mm. The artificial tumor achieved its full size after 7 days of cell growth in a microwell system, and the cells developed drugs through a live/dead assay test. The results of the drug testing revealed that the IC50 value of zerumbone-loaded liposomes in HepG2 was 4.53 pM, which is greater than the IC50 value of zerumbone. The HepG2 cancer sphere's 3D platform for medication testing revealed that zerumbone-loaded liposomes were very effective at high doses. These findings generally imply that zerumbone-loaded liposomes have the capacity to target the liver and maintain medication delivery.
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Affiliation(s)
- Mai Anh Nguyen
- Institute
for Tropical Technology, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
| | - Nhung Thi Dinh
- Hanoi
University of Science and Technology (HUST), 1 Dai Co Viet st., Hai Ba Trung
dist., Hanoi 100000, Vietnam
| | - My Hanh Do Thi
- Institute
for Tropical Technology, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
| | - Dung Nguyen Thi
- Institute
for Tropical Technology, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
| | - Uyen Thu Pham
- Institute
for Tropical Technology, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
- University
of Science and Technology of Hanoi (USTH), Vietnam Academy of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay
dist., Hanoi 100000, Vietnam
| | - Toan Quoc Tran
- Graduate
University of Science and Technology, Vietnam
Academy of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
- Institute
of Natural Products Chemistry, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet St., Cau Giay Dist., Hanoi 100000, Vietnam
| | - Vuong Minh Nguyen
- Institute
of Natural Products Chemistry, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet St., Cau Giay Dist., Hanoi 100000, Vietnam
| | - Nhung Hong Le
- Graduate
University of Science and Technology, Vietnam
Academy of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
- Institute
of Natural Products Chemistry, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet St., Cau Giay Dist., Hanoi 100000, Vietnam
| | - Duong Thanh Nguyen
- Institute
for Tropical Technology, Vietnam Academy
of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
- Graduate
University of Science and Technology, Vietnam
Academy of Science and Technology (VAST), 18 Hoang Quoc Viet st., Cau Giay dist., Hanoi 100000, Vietnam
| | - Dung Thuy Nguyen Pham
- NTT Institute
of Applied Technology and Sustainable Development, Nguyen Tat Thanh University, Ho
Chi Minh City 70000, Vietnam
- Faculty
of Environmental and Food Engineering, Nguyen
Tat Thanh University, Ho Chi Minh
City 70000, Vietnam
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