1
|
Lim JH, Choi JW, Kim NY, Kang T, Chung BG. Real-time monitoring and quantitative analysis of 3D tumor spheroids using portable cellular imaging system. Biomed Eng Lett 2025; 15:549-561. [PMID: 40271399 PMCID: PMC12011688 DOI: 10.1007/s13534-025-00470-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 02/08/2025] [Accepted: 03/15/2025] [Indexed: 04/25/2025] Open
Abstract
Three-dimensional (3D) tumor spheroid models closely mimic in vivo tumor environment and play a vital role in studying oncological research. Despite their significance, the existing methods for analyzing 3D tumor spheroids often suffer from limitations, including low throughput, high cost, and insufficient resolution. To address these challenges, we developed a portable imaging system for the real-time sensing and quantitative analysis of the 3D tumor spheroids. The system integrated the seamless workflow of spheroid generation, cell morphology tracking, and drug screening. The spheroid generation was successfully characterized using MCF-7 breast cancer cells by optimizing cell concentration (5-20 × 106 cells/mL), incubation time (24-96 h) and microwell diameter (400-600 μm). A custom-written algorithm was developed for automated analysis of spheroids, exhibiting high sensitivity (98.99%) and specificity (98.21%). Confusion matrices and receiver operating characteristic curve analysis further confirmed the robustness of the algorithm with an area under the curve value of 93.75% and an equal error rate of 0.79%. Following the characterization, the real-time sensing of spheroid generation and the response of spheroids to drug treatment were successfully demonstrated. Furthermore, the live/dead assays with chemotherapy provided a detailed insight into the efficacy and cytotoxic effects of the drug, demonstrating a significant dose-dependent decrease in a spheroid viability. Therefore, our system offers considerable potential for enhancing drug development processes and personalized treatment strategies, thereby contributing to more effective cancer therapies. Supplementary Information The online version contains supplementary material available at 10.1007/s13534-025-00470-y.
Collapse
Affiliation(s)
- Ji Heon Lim
- Department of Biomedical Engineering, Sogang University, Seoul, Korea
| | - Ji Wook Choi
- Department of Mechanical Engineering, Sogang University, Seoul, Korea
- Institute of Integrated Biotechnology, Sogang University, Seoul, Korea
| | - Na Yeon Kim
- Department of Biomedical Engineering, Sogang University, Seoul, Korea
| | - Taewook Kang
- Institute of Integrated Biotechnology, Sogang University, Seoul, Korea
- Department of Chemical and Biomolecular Engineering, Sogang University, Seoul, Korea
| | - Bong Geun Chung
- Department of Biomedical Engineering, Sogang University, Seoul, Korea
- Department of Mechanical Engineering, Sogang University, Seoul, Korea
- Institute of Integrated Biotechnology, Sogang University, Seoul, Korea
- Institute of Smart Biosensor, Sogang University, Seoul, Korea
| |
Collapse
|
2
|
Kubo Y, Tangarife Bodensiek AT, Lippross S, Weiler M, Reinhardt N, Klein MDLF, Gatz M, Hofmann UK, Kießling F, Jankowski V, Kern JS, Rizk M, Balmayor ER, Bock A, Wolf M, Pufe T, Tohidnezhad M. Possible Association of Nrf2/ARE and NFκB Response to Osteoblast Function in Spheroid Culture Induced by Low-Intensity Pulsed Ultrasound (LIPUS). ULTRASOUND IN MEDICINE & BIOLOGY 2025:S0301-5629(25)00092-4. [PMID: 40300992 DOI: 10.1016/j.ultrasmedbio.2025.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 03/06/2025] [Accepted: 03/22/2025] [Indexed: 05/01/2025]
Abstract
OBJECTIVE NFκB negatively affects bone metabolism through inflammatory pathways, whereas Nrf2 benefits it by regulating antioxidant/detoxifying enzymes through antioxidant response element (ARE) activity. We investigated whether low-intensity pulsed ultrasound (LIPUS) enhances osteogenic differentiation in 3D culture and whether it affects osteoblastic differentiation-associated markers such as calcium and alkaline phosphatase (ALP), and the regulation of NFκB and/or ARE. METHODS Murine MC3T3-E1 preosteoblasts were used to produce 3D-spheroids, which were treated with LIPUS. Time-dependent morphological change of spheroids was evaluated by microscopy, histology, and micro-CT. To analyze changes in ARE levels, a combination of LIPUS with an optimal concentration and timing of the Nrf2-inducer sulforaphane was applied. Osteoblast differentiation and mineralization were achieved through stimulation with differentiation medium for 21-28 days, during which LIPUS was used every day at 24-hour intervals. Differentiation was evaluated using calcium and ALP assay. Finally, cells were transduced with SIN-lenti-NFκB/SIN-lenti-ARE construct, and the effects of single-shot LIPUS on NFκB and ARE were evaluated using Nano-Glo® Luciferase Assay. RESULTS Morphologically, in LIPUS group, shrinkage behaviour, which may correlate with cell differentiation, was observed to be more pronounced. NFκB activity with LIPUS was significantly lower than without treatment, whereas ARE activity showed significant increase only immediately after LIPUS treatment. Conversely, LIPUS enhanced ARE activity in combination with sulforaphane administration. After 28 days, the calcium content and ALP activity of LIPUS-treated spheroids increased significantly. CONCLUSION This study suggests that LIPUS may have NFκB-downregulating, limited ARE-raising effects in combination with sulforaphane, and elevating osteoblast mineralization three-dimensionally. Thus, LIPUS could be useful for treating fractures in conditions of oxidative stress and hyper-inflammation.
Collapse
Affiliation(s)
- Yusuke Kubo
- Department of Anatomy and Cell Biology, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany.
| | | | - Sebastian Lippross
- Department of Surgical Sciences, Dunedin Hospital, University of Otago, Otago, New Zealand
| | - Marek Weiler
- Institute for Experimental Molecular Imaging, Helmholtz Institute for Biomedical Engineering, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Nina Reinhardt
- Chair of Medical Engineering, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | | | - Matthias Gatz
- Department of Orthopaedic, Trauma and Reconstructive Surgery, Division of Arthroplasty, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Ulf Krister Hofmann
- Department of Orthopaedic, Trauma and Reconstructive Surgery, Division of Arthroplasty, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Fabian Kießling
- Institute for Experimental Molecular Imaging, Helmholtz Institute for Biomedical Engineering, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Vera Jankowski
- Institute for Molecular Cardiovascular Research IMCAR, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Jaana-Sophia Kern
- Department of Prosthodontics and Biomaterials, Center for Implantology, Medical Faculty, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Marta Rizk
- Department of Orthodontics, Uniklinik RWTH Aachen, RWTH Aachen University Pauwelsstraße 30, Aachen, Germany
| | - Elizabeth Rosado Balmayor
- Department of Orthopaedic, Trauma and Reconstructive Surgery, Experimental Orthopaedics and Trauma Surgery, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Anna Bock
- Department of Oral and Maxillofacial Surgery, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Michael Wolf
- Department of Orthodontics, Uniklinik RWTH Aachen, RWTH Aachen University Pauwelsstraße 30, Aachen, Germany
| | - Thomas Pufe
- Department of Anatomy and Cell Biology, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| | - Mersedeh Tohidnezhad
- Department of Anatomy and Cell Biology, Uniklinik RWTH Aachen, RWTH Aachen University, Aachen, Germany
| |
Collapse
|
3
|
Lanskikh D, Kuziakova O, Baklanov I, Penkova A, Doroshenko V, Buriak I, Zhmenia V, Kumeiko V. Cell-Based Glioma Models for Anticancer Drug Screening: From Conventional Adherent Cell Cultures to Tumor-Specific Three-Dimensional Constructs. Cells 2024; 13:2085. [PMID: 39768176 PMCID: PMC11674823 DOI: 10.3390/cells13242085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 12/08/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025] Open
Abstract
Gliomas are a group of primary brain tumors characterized by their aggressive nature and resistance to treatment. Infiltration of surrounding normal tissues limits surgical approaches, wide inter- and intratumor heterogeneity hinders the development of universal therapeutics, and the presence of the blood-brain barrier reduces the efficiency of their delivery. As a result, patients diagnosed with gliomas often face a poor prognosis and low survival rates. The spectrum of anti-glioma drugs used in clinical practice is quite narrow. Alkylating agents are often used as first-line therapy, but their effectiveness varies depending on the molecular subtypes of gliomas. This highlights the need for new, more effective therapeutic approaches. Standard drug-screening methods involve the use of two-dimensional cell cultures. However, these models cannot fully replicate the conditions present in real tumors, making it difficult to extrapolate the results to humans. We describe the advantages and disadvantages of existing glioma cell-based models designed to improve the situation and build future prospects to make drug discovery comprehensive and more effective for each patient according to personalized therapy paradigms.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Vadim Kumeiko
- School of Medicine and Life Sciences, Far Eastern Federal University, 690922 Vladivostok, Russia; (D.L.); (O.K.); (I.B.); (A.P.); (V.D.); (I.B.); (V.Z.)
| |
Collapse
|
4
|
Badawe HM, Harouz JP, Raad P, Abu K, Freije A, Ghali K, Abou-Kheir W, Khraiche ML. Experimental and Computational Analysis of High-Intensity Focused Ultrasound Thermal Ablation in Breast Cancer Cells: Monolayers vs. Spheroids. Cancers (Basel) 2024; 16:1274. [PMID: 38610952 PMCID: PMC11010989 DOI: 10.3390/cancers16071274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 03/12/2024] [Accepted: 03/12/2024] [Indexed: 04/14/2024] Open
Abstract
High-intensity focused ultrasound (HIFU) is a non-invasive therapeutic modality that uses precise acoustic energy to ablate cancerous tissues through coagulative necrosis. In this context, we investigate the efficacy of HIFU ablation in two distinct cellular configurations, namely 2D monolayers and 3D spheroids of epithelial breast cancer cell lines (MDA-MB 231 and MCF7). The primary objective is to compare the response of these two in vitro models to HIFU while measuring their ablation percentages and temperature elevation levels. HIFU was systematically applied to the cell cultures, varying ultrasound intensity and duty cycle during different sonication sessions. The results indicate that the degree of ablation is highly influenced by the duty cycle, with higher duty cycles resulting in greater ablation percentages, while sonication duration has a minimal impact. Numerical simulations validate experimental observations, highlighting a significant disparity in the response of 2D monolayers and 3D spheroids to HIFU treatment. Specifically, tumor spheroids require lower temperature elevations for effective ablation, and their ablation percentage significantly increases with elevated duty cycles. This study contributes to a comprehensive understanding of acoustic energy conversion within the biological system during HIFU treatment for 2D versus 3D ablation targets, holding potential implications for refining and personalizing breast cancer therapeutic strategies.
Collapse
Affiliation(s)
- Heba M. Badawe
- Neural Engineering and Nanobiosensors Group, Biomedical Engineering Program, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (H.M.B.); (K.A.); (A.F.)
| | - Jean Paul Harouz
- Department of Mechanical Engineering, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (J.P.H.); (K.G.)
| | - Petra Raad
- Department of Mechanical Engineering, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (J.P.H.); (K.G.)
| | - Kareem Abu
- Neural Engineering and Nanobiosensors Group, Biomedical Engineering Program, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (H.M.B.); (K.A.); (A.F.)
| | - Anthony Freije
- Neural Engineering and Nanobiosensors Group, Biomedical Engineering Program, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (H.M.B.); (K.A.); (A.F.)
| | - Kamel Ghali
- Department of Mechanical Engineering, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (J.P.H.); (K.G.)
| | - Wassim Abou-Kheir
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon;
| | - Massoud L. Khraiche
- Neural Engineering and Nanobiosensors Group, Biomedical Engineering Program, Maroun Semaan Faculty of Engineering and Architecture, American University of Beirut, Beirut 1107 2020, Lebanon; (H.M.B.); (K.A.); (A.F.)
| |
Collapse
|
5
|
Andrés D, Rivens I, Mouratidis P, Jiménez N, Camarena F, ter Haar G. Holographic Focused Ultrasound Hyperthermia System for Uniform Simultaneous Thermal Exposure of Multiple Tumor Spheroids. Cancers (Basel) 2023; 15:2540. [PMID: 37174005 PMCID: PMC10177503 DOI: 10.3390/cancers15092540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/23/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023] Open
Abstract
Hyperthermia is currently used to treat cancer due to its ability to radio- and chemo-sensitize and to stimulate the immune response. While ultrasound is non-ionizing and can induce hyperthermia deep within the body non-invasively, achieving uniform and volumetric hyperthermia is challenging. This work presents a novel focused ultrasound hyperthermia system based on 3D-printed acoustic holograms combined with a high-intensity focused ultrasound (HIFU) transducer to produce a uniform iso-thermal dose in multiple targets. The system is designed with the aim of treating several 3D cell aggregates contained in an International Electrotechnical Commission (IEC) tissue-mimicking phantom with multiple wells, each holding a single tumor spheroid, with real-time temperature and thermal dose monitoring. System performance was validated using acoustic and thermal methods, ultimately yielding thermal doses in three wells that differed by less than 4%. The system was tested in vitro for delivery of thermal doses of 0-120 cumulative equivalent minutes at 43 °C (CEM43) to spheroids of U87-MG glioma cells. The effects of ultrasound-induced heating on the growth of these spheroids were compared with heating using a polymerase chain reaction (PCR) thermocycler. Results showed that exposing U87-MG spheroids to an ultrasound-induced thermal dose of 120 CEM43 shrank them by 15% and decreased their growth and metabolic activity more than seen in those exposed to a thermocycler-induced heating. This low-cost approach of modifying a HIFU transducer to deliver ultrasound hyperthermia opens new avenues for accurately controlling thermal dose delivery to complex therapeutic targets using tailored acoustic holograms. Spheroid data show that thermal and non-thermal mechanisms are implicated in the response of cancer cells to non-ablative ultrasound heating.
Collapse
Affiliation(s)
- Diana Andrés
- Instituto de Instrumentación para Imagen Molecular (I3M), CSIC—Universitat Politècnica de València, Camino de Vera S/N, 46011 Valencia, Spain; (D.A.); (N.J.); (F.C.)
| | - Ian Rivens
- Institute for Cancer Research (ICR), London SM2 5NG, UK; (I.R.); (P.M.)
| | - Petros Mouratidis
- Institute for Cancer Research (ICR), London SM2 5NG, UK; (I.R.); (P.M.)
| | - Noé Jiménez
- Instituto de Instrumentación para Imagen Molecular (I3M), CSIC—Universitat Politècnica de València, Camino de Vera S/N, 46011 Valencia, Spain; (D.A.); (N.J.); (F.C.)
| | - Francisco Camarena
- Instituto de Instrumentación para Imagen Molecular (I3M), CSIC—Universitat Politècnica de València, Camino de Vera S/N, 46011 Valencia, Spain; (D.A.); (N.J.); (F.C.)
| | - Gail ter Haar
- Institute for Cancer Research (ICR), London SM2 5NG, UK; (I.R.); (P.M.)
| |
Collapse
|
6
|
Let’s Go 3D! New Generation of Models for Evaluating Drug Response and Resistance in Prostate Cancer. Int J Mol Sci 2023; 24:ijms24065293. [PMID: 36982368 PMCID: PMC10049142 DOI: 10.3390/ijms24065293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/06/2023] [Accepted: 03/08/2023] [Indexed: 03/12/2023] Open
Abstract
Prostate cancer (PC) is the third most frequently diagnosed cancer worldwide and the second most frequent in men. Several risk factors can contribute to the development of PC, and those include age, family history, and specific genetic mutations. So far, drug testing in PC, as well as in cancer research in general, has been performed on 2D cell cultures. This is mainly because of the vast benefits these models provide, including simplicity and cost effectiveness. However, it is now known that these models are exposed to much higher stiffness; lose physiological extracellular matrix on artificial plastic surfaces; and show changes in differentiation, polarization, and cell–cell communication. This leads to the loss of crucial cellular signaling pathways and changes in cell responses to stimuli when compared to in vivo conditions. Here, we emphasize the importance of a diverse collection of 3D PC models and their benefits over 2D models in drug discovery and screening from the studies done so far, outlining their benefits and limitations. We highlight the differences between the diverse types of 3D models, with the focus on tumor–stroma interactions, cell populations, and extracellular matrix composition, and we summarize various standard and novel therapies tested on 3D models of PC for the purpose of raising awareness of the possibilities for a personalized approach in PC therapy.
Collapse
|