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Edvall C, Kale N, Tani S, Ambhore S, Hossain R, Ozoude C, Van Horsen K, Mohammad J, Tuvin DM, Kalathingal S, Loganathan J, Choi Y, Sathish V, Brown J, Mallik S. Hypoxia-Responsive Polymersomes for Stemness Reduction in Patient-Derived Solid Tumor Spheroids. ACS APPLIED BIO MATERIALS 2025; 8:2916-2926. [PMID: 40056142 DOI: 10.1021/acsabm.4c01735] [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: 03/10/2025]
Abstract
Aggressive solid tumors are associated with rapid growth, early hypoxia, a lack of targeted therapies, and a poor prognosis. The hypoxic niches within the rapidly growing solid tumors give rise to a stem-cell-like phenotype with higher metastasis and drug resistance. To overcome the drug resistance of these regions, we used hypoxia-responsive polymersomes with an encapsulated anticancer drug (doxorubicin, Dox) and a stemness modulator (all-trans retinoic acid, ATRA). Reductase enzymes overexpressed in hypoxia reduce the azobenzene linker of the polymers, disrupt the bilayer structure of the polymersomes, and release the encapsulated drugs. We used triple-negative breast cancer (TNBC) as a representative of aggressive and hypoxic solid tumors. We observed that ATRA synergistically enhanced the efficacy of Dox in killing cancer cells. A synergistic combination of the two drug-encapsulated polymersomes reduced the volumes of patient-derived TNBC spheroids by 90%. In contrast, Dox alone decreased the spheroid volumes by 70% and encapsulated ATRA by 19%. Mechanistic studies revealed that ATRA inhibited efflux pumps, leading to a higher concentration of doxorubicin within TNBC cells. In addition, the combination of encapsulated Dox and ATRA significantly decreased stemness expression of the TNBC cells in hypoxia compared to that of Dox alone.
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Affiliation(s)
- Connor Edvall
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Narendra Kale
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Sakurako Tani
- Department of Physics, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Shubhashri Ambhore
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Rayat Hossain
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Chukwuebuka Ozoude
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Karl Van Horsen
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Jiyan Mohammad
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Daniel M Tuvin
- Sanford Broadway Clinic,801 Broadway N, Fargo, North Dakota 58102, United States
| | - Santo Kalathingal
- Agathos Biologics,4837 Amber Valley Pkwy Suite 12, Fargo, North Dakota 58104, United States
| | - Jagadish Loganathan
- Agathos Biologics,4837 Amber Valley Pkwy Suite 12, Fargo, North Dakota 58104, United States
| | - Yongki Choi
- Department of Physics, North Dakota State University, Fargo, North Dakota 58105, United States
| | - Venkatachalem Sathish
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, North Dakota 58105, United States
| | - James Brown
- Agathos Biologics,4837 Amber Valley Pkwy Suite 12, Fargo, North Dakota 58104, United States
| | - Sanku Mallik
- Department of Pharmaceutical Sciences, South Dakota State University, Brookings, South Dakota 57007, United States
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Jang S, Park YW, Huh KM, Lee DY. Preparation of Highly Functional Spheroid of Endocrine Cells Based on Thermosensitive Glycol Chitosan. Tissue Eng Regen Med 2025; 22:309-325. [PMID: 39998745 PMCID: PMC11925844 DOI: 10.1007/s13770-025-00708-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: 10/16/2024] [Revised: 01/04/2025] [Accepted: 01/21/2025] [Indexed: 02/27/2025] Open
Abstract
BACKGROUND Pancreatic islet transplantation holds great potential as a therapeutic approach for treating type 1 diabetes mellitus (T1D). However, large islets suffer from hypoxia due to the limited diffusion distance of oxygen, leading to cell loss. Therefore, smaller spheroids are needed for better transplantation outcomes. This study aims to develop a method for forming highly functional islet spheroids using glycol chitosan (GC) derivatives, such as N-acetylated glycol chitosan (AGC) and N-hexanoyl glycol chitosan (HGC). METHODS Thermogelling polymers were produced by performing N-acylation of GC using the correspondingly carboxylic anhydrides. Islet spheroids were formed using a dual application with AGC-coated plates and HGC gelation. The AGC solution was applied to the plate for coating and evenly distributed using a 1 mL syringe. Then, the HGC encapsulated with islet single cells was cultured on top of it. Spheroid viability and functionality were evaluated using CCK-8 assay and glucose-stimulated insulin secretion assay. RESULTS The aqueous solutions of AGC (4%, w/v) and HGC (36% hexanoylation) (2%, w/v) demonstrated a sol-gel transition temperature around 37 °C, suitable for the physiological environment. These polymers also showed no cytotoxicity to intact islets. Islet single cells were cultured on HGC gels with varying degrees of hexanoylation (DH) values, where higher DH values led to smaller and more uniform spheroids. The resulting spheroids formed on AGC-coated plates and HGC36 gelation were smaller and more uniform than those formed on untreated plates. These spheroids exhibited significantly improved glucose responsiveness, with superior insulin secretion. CONCLUSION The optimized method using AGC and HGC offers a more efficient way to produce smaller, uniform, and functional spheroids.
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Affiliation(s)
- Seonmi Jang
- Department of Bioengineering, College of Engineering, and BK FOUR Biopharmaceutical Innovation Leader for Education and Research Group, Hanyang University, Seoul, 04763, Republic of Korea
| | - Young-Woo Park
- Department of Bioengineering, College of Engineering, and BK FOUR Biopharmaceutical Innovation Leader for Education and Research Group, Hanyang University, Seoul, 04763, Republic of Korea
| | - Kang Moo Huh
- Polymer Science and Engineering, Chungnam National University, 99 Daehakro, Yuseonggu, Daejeon, 34134, South Korea.
| | - Dong Yun Lee
- Department of Bioengineering, College of Engineering, and BK FOUR Biopharmaceutical Innovation Leader for Education and Research Group, Hanyang University, Seoul, 04763, Republic of Korea.
- Institute of Nano Science and Technology (INST), Hanyang University, Seoul, 04763, Republic of Korea.
- Institute for Bioengineering and Biopharmaceutical Research (IBBR), Hanyang University, Seoul, 04763, Republic of Korea.
- Elixir Pharmatech Inc., Seoul, 04763, Republic of Korea.
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Lan H, Zhu J, Hou H, Zhang C, Huo X, Zhang Y, Yang F, Zhou N, Zhang X. Combination therapy with Chicoric acid and PD-1/PD-L1 blockade improves the immunotherapy response in patient-derived ovarian cancer xenograft model. Cell Commun Signal 2025; 23:137. [PMID: 40087780 PMCID: PMC11909847 DOI: 10.1186/s12964-025-02146-7] [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: 12/16/2024] [Accepted: 03/08/2025] [Indexed: 03/17/2025] Open
Abstract
PURPOSE Limited treatment options exist for refractory ovarian cancer (OC) due to its poor response to immune therapies. Therefore, there is an urgent need to develop new effective treatment strategies. Chicoric acid (CA) is reported to have immune-enhancing properties, but its efficacy in cancer treatment is not well understood. We hypothesize that CA might improve the efficacy of PD-1/PD-L1 blockade immunotherapy in refractory OC patients. METHODS Patient-derived xenograft (PDX) models were constructed from chemoresistant advanced high-grade serous ovarian cancer patients. These models were treated with CA, aPD-1/aPD-L1 antibodies, or a combination of both. Single-cell RNA sequencing was performed to analyze the cellular composition of the tumor microenvironment (TME), evaluate treatment efficacy, and explore therapeutic mechanisms. Variations in peripheral blood lymphocytes were analyzed via fluorescence-activated cell sorting. Immunohistochemistry confirmed the variations in tumor-infiltrating lymphocytes and tumor cells. RESULTS Immunocompetent peripheral blood mononuclear cell (PBMC)-PDX models were successfully constructed using malignant ascites fluid and PBMCs. After treatment, 158,734 cells from 15 samples were categorized into epithelial cells, T lymphocytes, myeloid cells, fibroblasts, and endothelial cells. CA enhanced the antitumor ability of immune cells against OC cells. Notably, CA stimulated the proliferation of CD45 + and CD3 + cells and promoted the migration of CD8 + and CD4 + T cells from peripheral blood to infiltrate the TME. Additionally, CA enhanced the response of OCs to aPD-L1/aPD-1 treatment, strengthened the interaction between tumor and nontumor cells, and identified APP/CD74 as a critical ligand‒receptor pair. CHI3L1 was also found to be a potential marker for predicting immunotherapy efficacy in OC. CONCLUSION This study demonstrated that combination therapy with CA and aPD-1/aPD-L1 might be a promising strategy for treating OC effectively.
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Affiliation(s)
- Hongwei Lan
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China
| | - Jingjuan Zhu
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China
| | - Helei Hou
- Department of Oncology, The Affiliated Hospital of Qingdao University, No. 7 Jiaxing Road, Qingdao, 266000, Shandong, China
| | - Chuantao Zhang
- Department of Oncology, The Affiliated Hospital of Qingdao University, No. 7 Jiaxing Road, Qingdao, 266000, Shandong, China
| | - Xingfa Huo
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China
| | - Yuming Zhang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China
| | - Fangfang Yang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China
| | - Na Zhou
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China.
| | - Xiaochun Zhang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, No. 56 Haier Road, Qingdao, 266000, Shandong, China.
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Beckers C, Vasilikos L, Moor L, Pruschy M. Live-cell imaging and analysis of 3D spheroids in hypoxia- and radiotherapy-related research. Clin Transl Radiat Oncol 2025; 51:100920. [PMID: 39898333 PMCID: PMC11787710 DOI: 10.1016/j.ctro.2025.100920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 12/20/2024] [Accepted: 01/09/2025] [Indexed: 02/04/2025] Open
Abstract
3D spheroids are a valuable tool for investigating the interplay between hypoxia and radioresistance. However, standardized methods for visualizing normoxic and hypoxic regions within spheroids and assessing treatment responses are lacking. We developed a straightforward workflow for the analysis of spheroids based on image processing using a novel custom-written script, and flow cytometry.
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Affiliation(s)
- Claire Beckers
- Laboratory for Applied Radiobiology, Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Lazaros Vasilikos
- Laboratory for Applied Radiobiology, Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Lorena Moor
- Laboratory for Applied Radiobiology, Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Martin Pruschy
- Laboratory for Applied Radiobiology, Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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Zhi-Xiong C. Single-cell RNA sequencing in ovarian cancer: Current progress and future prospects. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2025; 195:100-129. [PMID: 39778630 DOI: 10.1016/j.pbiomolbio.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 12/25/2024] [Accepted: 01/05/2025] [Indexed: 01/11/2025]
Abstract
Ovarian cancer is one of the most prevalent gynaecological malignancies. The rapid development of single-cell RNA sequencing (scRNA-seq) has allowed scientists to use this technique to study ovarian cancer development, heterogeneity, and tumour environment. Although multiple original research articles have reported the use of scRNA-seq in understanding ovarian cancer and how therapy resistance occurs, there is a lack of a comprehensive review that could summarize the findings from multiple studies. Therefore, this review aimed to fill this gap by comparing and summarizing the results from different studies that have used scRNA-seq in understanding ovarian cancer development, heterogeneity, tumour microenvironment, and treatment resistance. This review will begin with an overview of scRNA-seq workflow, followed by a discussion of various applications of scRNA-seq in studying ovarian cancer. Next, the limitations and future directions of scRNA-seq in ovarian cancer research will be presented.
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Affiliation(s)
- Chong Zhi-Xiong
- Faculty of Science and Engineering, University of Nottingham Malaysia, Jalan Broga, Semenyih, 43500 Selangor, Malaysia; Victor Biotech, 81200 Johor Bahru, Johor, Malaysia.
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Zhang X, Zang Z, Liang Z, Xu X, Zheng J, Liang N, Shabiti S, Wang Z, Yu S, Wang Y, Liu C, Li W, Cai L. Nanobiohybrid Oncolytic Bacteria with Optimized Intratumoral Distribution for Combined Sono-Photodynamic/Immunotherapy. ACS NANO 2025; 19:6437-6453. [PMID: 39902865 DOI: 10.1021/acsnano.4c16740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2025]
Abstract
"Living therapeutic carriers" present a promising avenue for cancer research, but it is still challenging to achieve uniform and durable distribution of payloads throughout the solid tumor owing to the tumor microenvironment heterogeneity. Herein, a living drug sprinkle biohybrid (YB1-HCNs) was constructed by hitching acid/enzyme-triggered detachable nanoparticles (HCNs) backpack on the surface of metabolic oligosaccharide-engineered oncolytic bacteria YB1. Along with the process of tumor penetration by bacterial hypoxia navigation, YB1-HCNs responsively and continuously release HCNs, achieving a uniform distribution of loaded agents throughout the tumor. Upon successive irradiation of laser and ultrasound (US), the HCNs can separately generate type II and type I ROS for superior sono-photodynamic therapy (SPDT), which enables HCNs to synergize with YB1 for a satisfactory therapeutic effect in both superficial normoxic and deep hypoxic regions of the tumor. After a single dose, this efficient combination realized 98.3% primary tumor inhibition rate and prolonged survival of mice for 90 days with no recurrence, further inducing a powerful immunological memory effect to completely suppress tumor rechallenge in cured mice. Such a bacterial hybridization vector enables optimization of the spatial distribution of YB1 and HCNs, providing an innovative strategy to maximize therapeutic outcomes and evoke durable antitumor immunity.
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Affiliation(s)
- Xu Zhang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Zhongsheng Zang
- Key Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Zhenguo Liang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
| | - Xiaoyu Xu
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
| | - Jinling Zheng
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Na Liang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
| | - Shayibai Shabiti
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Zixi Wang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Shiwen Yu
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
| | - Yujue Wang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
| | - Chenli Liu
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
- Key Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Wenjun Li
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Lintao Cai
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
- Sino-Euro Center of Biomedicine and Health, Luohu, Shenzhen, 518024, P. R. China
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Teale MA, Schneider SL, Seidel S, Krasenbrink J, Poggel M, Eibl D, Sousa MFQ, Eibl R. Expansion of induced pluripotent stem cells under consideration of bioengineering aspects: part 2. Appl Microbiol Biotechnol 2025; 109:38. [PMID: 39912924 PMCID: PMC11802622 DOI: 10.1007/s00253-024-13373-2] [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: 07/26/2024] [Revised: 11/21/2024] [Accepted: 11/29/2024] [Indexed: 02/07/2025]
Abstract
The manufacturing of allogeneic cell therapeutics based on human-induced pluripotent stem cells (hiPSCs) holds considerable potential to revolutionize the accessibility and affordability of modern healthcare. However, achieving the cell yields necessary to ensure robust production hinges on identifying suitable and scalable single-use (SU) bioreactor systems. While specific stirred SU bioreactor types have demonstrated proficiency in supporting hiPSC expansion at L-scale, others, notably instrumented SU multiplate and fixed-bed bioreactors, remain relatively unexplored. By characterizing these bioreactors using both computational fluid dynamics and experimental bioengineering methods, operating ranges were identified for the Xpansion® 10 and Ascent™ 1 m2 bioreactors in which satisfactory hiPSC expansion under serum-free conditions was achieved. These operating ranges were shown not only to effectively limit cell exposure to wall shear stress but also facilitated sufficient oxygen transfer and mixing. Through their application, almost 5 × 109 viable cells could be produced within 5 days, achieving expansion factors of up to 35 without discernable impact on cell viability, identity, or differentiation potential. Key Points •Bioengineering characterizations allowed the identification of operating ranges that supported satisfactory hiPSC expansion •Both the Xpansion® 10 multiplate and Ascent™ 1 m2 fixed-bed reactor accommodated the production of almost 5 × 109 viable cells within 5 days •Exposing the hiPSCs to a median wall shear stress of up to 8.2 × 10-5 N cm-2 did not impair quality.
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Affiliation(s)
- Misha Alexander Teale
- Centre for Cell Cultivation Techniques, Tissue Engineering, and Medical Biology, Institute of Chemistry and Biotechnology, ZHAW Zurich University of Applied Sciences, Grüentalstrasse 14, 8820, Wädenswil, Switzerland
| | - Samuel Lukas Schneider
- Centre for Cell Cultivation Techniques, Tissue Engineering, and Medical Biology, Institute of Chemistry and Biotechnology, ZHAW Zurich University of Applied Sciences, Grüentalstrasse 14, 8820, Wädenswil, Switzerland
| | - Stefan Seidel
- Centre for Cell Cultivation Techniques, Tissue Engineering, and Medical Biology, Institute of Chemistry and Biotechnology, ZHAW Zurich University of Applied Sciences, Grüentalstrasse 14, 8820, Wädenswil, Switzerland
| | - Jürgen Krasenbrink
- Advanced Manufacturing-Platform Engineering and Support, Bayer AG, Kaiser-Wilhelm-Allee 1, 51373, Leverkusen, Germany
| | - Martin Poggel
- Advanced Manufacturing-Platform Engineering and Support, Bayer AG, Kaiser-Wilhelm-Allee 1, 51373, Leverkusen, Germany
| | - Dieter Eibl
- Centre for Cell Cultivation Techniques, Tissue Engineering, and Medical Biology, Institute of Chemistry and Biotechnology, ZHAW Zurich University of Applied Sciences, Grüentalstrasse 14, 8820, Wädenswil, Switzerland
| | - Marcos F Q Sousa
- Advanced Manufacturing-Platform Engineering and Support, Bayer AG, Kaiser-Wilhelm-Allee 1, 51373, Leverkusen, Germany.
| | - Regine Eibl
- Centre for Cell Cultivation Techniques, Tissue Engineering, and Medical Biology, Institute of Chemistry and Biotechnology, ZHAW Zurich University of Applied Sciences, Grüentalstrasse 14, 8820, Wädenswil, Switzerland
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Nandre RM, Terse PS. An overview of immunotoxicity in drug discovery and development. Toxicol Lett 2025; 403:66-75. [PMID: 39603571 PMCID: PMC11734732 DOI: 10.1016/j.toxlet.2024.11.007] [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: 05/03/2024] [Revised: 10/20/2024] [Accepted: 11/22/2024] [Indexed: 11/29/2024]
Abstract
The immune system is one of the common targets of drugs' toxicity (Immunotoxicity) and/or efficacy (Immunotherapy). Immunotoxicity leads to adverse effects on human health, which raises serious concerns for the regulatory agencies. Currently, immunotoxicity assessment is conducted using different in vitro and in vivo assays. In silico and in vitro human cell-based immunotoxicity assays should also be explored for screening purposes as these are time and cost effective as well as for ethical reasons. For in vivo studies, tier 1-3 assessments (Tier 1: hematology, serum globulin levels, lymphoid organ's weight and histopathology; Tier 2: immunophenotyping, TDAR and cell mediated immunity; and Tier 3: host resistance) should be used. These non-clinical in vivo assessments are useful to select immunological endpoints for clinical trials as well as for precautionary labeling. As per regulatory guidelines, adverse immunogenicity information of drug should be included in product's labeling to make health care practitioner aware of safety concerns before prescribing medicines and patient management (USFDA, 2022a, 2022b). This review mainly focuses on the importance of immunotoxicity assessment during drug discovery and development.
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Affiliation(s)
- Rahul M Nandre
- Therapeutic Development Branch, Division of Preclinical Innovation, National Center for Advancing Translational Sciences, NIH, Rockville, MD, United States.
| | - Pramod S Terse
- Therapeutic Development Branch, Division of Preclinical Innovation, National Center for Advancing Translational Sciences, NIH, Rockville, MD, United States.
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Zhang L, Zhao G, Dalrymple T, Husiev Y, Bronkhorst H, Forn-Cuní G, Lopes-Bastos B, Snaar-Jagalska E, Bonnet S. Cyclic Ruthenium-Peptide Prodrugs Penetrate the Blood-Brain Barrier and Attack Glioblastoma upon Light Activation in Orthotopic Zebrafish Tumor Models. ACS CENTRAL SCIENCE 2024; 10:2294-2311. [PMID: 39735314 PMCID: PMC11672551 DOI: 10.1021/acscentsci.4c01173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/24/2024] [Accepted: 11/18/2024] [Indexed: 12/31/2024]
Abstract
The blood-brain barrier (BBB) presents one of the main obstacles to delivering anticancer drugs in glioblastoma. Herein, we investigated the potential of a series of cyclic ruthenium-peptide conjugates as photoactivated therapy candidates for the treatment of this aggressive tumor. The three compounds studied, Ru-p(HH), Ru-p(MH), and Ru-p(MM) ([Ru(Ph2phen)2 (Ac-X1RGDX2-NH2)]Cl2 with Ph2phen = 4,7-diphenyl-1,10-phenanthroline and X1, X2 = His or Met), include an integrin-targeted pentapeptide coordinated to a ruthenium warhead via two photoactivated ruthenium-X1,2 bonds. Their photochemistry, activation mechanism, tumor targeting, and antitumor activity were meticulously addressed. A combined in vitro and in vivo study revealed that the photoactivated cell-killing mechanism and their O2 dependence were strongly influenced by the nature of X1 and X2. Ru-p(MM) was shown to be a photoactivated chemotherapy (PACT) drug, while Ru-p(HH) behaved as a photodynamic therapy (PDT) drug. All conjugates, however, showed comparable antitumor targeting and efficacy toward human glioblastoma 3D spheroids and orthotopic glioblastoma tumor models in zebrafish embryos. Most importantly, in this model, all three compounds could effectively cross the BBB, resulting in excellent targeting of the tumors in the brain.
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Affiliation(s)
- Liyan Zhang
- Leiden
Institute of Chemistry, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Gangyin Zhao
- Leiden
Institute of Biology, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Trevor Dalrymple
- Leiden
Institute of Chemistry, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Yurii Husiev
- Leiden
Institute of Chemistry, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Hildert Bronkhorst
- Leiden
Institute of Chemistry, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Gabriel Forn-Cuní
- Leiden
Institute of Biology, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Bruno Lopes-Bastos
- Leiden
Institute of Biology, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Ewa Snaar-Jagalska
- Leiden
Institute of Biology, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
| | - Sylvestre Bonnet
- Leiden
Institute of Chemistry, Universiteit Leiden, Einsteinweg 55, 2333 CC Leiden, Netherlands
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10
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McDonough E, Barroso M, Ginty F, Corr DT. Modeling intratumor heterogeneity in breast cancer. Biofabrication 2024; 17:10.1088/1758-5090/ad9b50. [PMID: 39642392 PMCID: PMC11740194 DOI: 10.1088/1758-5090/ad9b50] [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: 04/25/2024] [Accepted: 12/06/2024] [Indexed: 12/08/2024]
Abstract
Reduced therapy response in breast cancer has been correlated with heterogeneity in biomarker composition, expression level, and spatial distribution of cancer cells within a patient tumor. Thus, there is a need for models to replicate cell-cell, cell-stromal, and cell-microenvironment interactions during cancer progression. Traditional two-dimensional (2D) cell culture models are convenient but cannot adequately represent tumor microenvironment histological organization,in vivo3D spatial/cellular context, and physiological relevance. Recently, three-dimensional (3D)in vitrotumor models have been shown to provide an improved platform for incorporating compositional and spatial heterogeneity and to better mimic the biological characteristics of patient tumors to assess drug response. Advances in 3D bioprinting have allowed the creation of more complex models with improved physiologic representation while controlling for reproducibility and accuracy. This review aims to summarize the advantages and challenges of current 3Din vitromodels for evaluating therapy response in breast cancer, with a particular emphasis on 3D bioprinting, and addresses several key issues for future model development as well as their application to other cancers.
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Affiliation(s)
- Elizabeth McDonough
- Department of Biomedical Engineering, Rensselaer
Polytechnic Institute, 110 Eighth Street, Troy, New York 12180, United States
- GE HealthCare Technology & Innovation Center, 1
Research Circle, Niskayuna, New York 12309, United States
| | - Margarida Barroso
- Department of Molecular and Cellular Physiology, Albany
Medical College, Albany, NY 12208, United States
| | - Fiona Ginty
- GE HealthCare Technology & Innovation Center, 1
Research Circle, Niskayuna, New York 12309, United States
| | - David T. Corr
- Department of Biomedical Engineering, Rensselaer
Polytechnic Institute, 110 Eighth Street, Troy, New York 12180, United States
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11
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Sangseekew W, Ornnork N, Sornprachum T, Sirirak J, Lirdprapamongkol K, Boonsombat J, Svasti J, Keeratichamroen S. Unraveling the mechanism of the anticancer potential of emodin using 2D and spheroid models of A549 cells. Biochem Biophys Res Commun 2024; 736:150908. [PMID: 39476760 DOI: 10.1016/j.bbrc.2024.150908] [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: 08/15/2024] [Revised: 10/15/2024] [Accepted: 10/25/2024] [Indexed: 11/10/2024]
Abstract
The increasing global cancer burden necessitates the development of new treatment options. Herbal medicine offers a viable alternative to conventional cancer treatments. Numerous studies have shown that 3-dimensional (3D) cell culture more accurately represents tumor characteristics in vivo. Therefore, this study utilized tumor spheroids to explore the therapeutic efficacy of emodin, a natural product-derived bioactive agent. We investigated differences in chemotherapeutic response between A549 cells cultured in 2D versus spheroids, assessing key factors influencing cancer progression, including apoptosis, cell proliferation, cell cycle, migration and invasion. The findings revealed that spheroid cells displayed increased resistance to emodin compared to cells cultured in 2D. Emodin exhibited a more pronounced cytostatic effect in 2D cells, while its cytotoxic effect was more prominent in spheroid cells. Moreover, emodin treatment diminished the migratory and invasive capabilities of the cells. Mechanistic investigations indicated that emodin triggered apoptosis in A549 cells via the mitochondrial apoptotic pathway. Emodin-treated cells exhibited a significant reduction in the phosphorylation of key cancer progression pathways, including JAK2, STAT3, FAK, and ERK, compared to untreated controls. Molecular docking analysis confirmed the interactions of emodin with JAK2 and FAK. These findings suggest that the JAK2/STAT3 and FAK/ERK signaling pathways may serve as critical drivers of the therapeutic effectiveness of emodin in A549 cells.
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Affiliation(s)
- Wannapa Sangseekew
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Narittira Ornnork
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Thiwaree Sornprachum
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Jitnapa Sirirak
- Department of Chemistry, Faculty of Science, Silpakorn University, Nakhon Pathom, 73000, Thailand
| | - Kriengsak Lirdprapamongkol
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, 10210, Thailand; Center of Excellence on Environmental Health and Toxicology (EHT), Ministry of Education, Bangkok, 10400, Thailand
| | - Jutatip Boonsombat
- Laboratory of Natural Products, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Jisnuson Svasti
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, 10210, Thailand; Applied Biological Sciences Program, Chulabhorn Graduate Institute, Bangkok, 10210, Thailand
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12
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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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13
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Deasy JO. Data Science Opportunities To Improve Radiotherapy Planning and Clinical Decision Making. Semin Radiat Oncol 2024; 34:379-394. [PMID: 39271273 PMCID: PMC11698470 DOI: 10.1016/j.semradonc.2024.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2024]
Abstract
Radiotherapy aims to achieve a high tumor control probability while minimizing damage to normal tissues. Personalizing radiotherapy treatments for individual patients, therefore, depends on integrating physical treatment planning with predictive models of tumor control and normal tissue complications. Predictive models could be improved using a wide range of rich data sources, including tumor and normal tissue genomics, radiomics, and dosiomics. Deep learning will drive improvements in classifying normal tissue tolerance, predicting intra-treatment tumor changes, tracking accumulated dose distributions, and quantifying the tumor response to radiotherapy based on imaging. Mechanistic patient-specific computer simulations ('digital twins') could also be used to guide adaptive radiotherapy. Overall, we are entering an era where improved modeling methods will allow the use of newly available data sources to better guide radiotherapy treatments.
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Affiliation(s)
- Joseph O Deasy
- Department of Medical Physics, Attending Physicist, Chief, Service for Predictive Informatics, Chair, Memorial Sloan Kettering Cancer Center, New York, NY..
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14
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Dogan E, Galifi CA, Cecen B, Shukla R, Wood TL, Miri AK. Extracellular matrix regulation of cell spheroid invasion in a 3D bioprinted solid tumor-on-a-chip. Acta Biomater 2024; 186:156-166. [PMID: 39097123 PMCID: PMC11390304 DOI: 10.1016/j.actbio.2024.07.040] [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: 03/12/2024] [Revised: 07/01/2024] [Accepted: 07/25/2024] [Indexed: 08/05/2024]
Abstract
Tumor organoids and tumors-on-chips can be built by placing patient-derived cells within an engineered extracellular matrix (ECM) for personalized medicine. The engineered ECM influences the tumor response, and understanding the ECM-tumor relationship accelerates translating tumors-on-chips into drug discovery and development. In this work, we tuned the physical and structural characteristics of ECM in a 3D bioprinted soft-tissue sarcoma microtissue. We formed cell spheroids at a controlled size and encapsulated them into our gelatin methacryloyl (GelMA)-based bioink to make perfusable hydrogel-based microfluidic chips. We then demonstrated the scalability and customization flexibility of our hydrogel-based chip via engineering tools. A multiscale physical and structural data analysis suggested a relationship between cell invasion response and bioink characteristics. Tumor cell invasive behavior and focal adhesion properties were observed in response to varying polymer network densities of the GelMA-based bioink. Immunostaining assays and reverse transcription-quantitative polymerase chain reaction (RT-qPCR) helped assess the bioactivity of the microtissue and measure the cell invasion. The RT-qPCR data showed higher expressions of HIF-1α, CD44, and MMP2 genes in a lower polymer density, highlighting the correlation between bioink structural porosity, ECM stiffness, and tumor spheroid response. This work is the first step in modeling STS tumor invasiveness in hydrogel-based microfluidic chips. STATEMENT OF SIGNIFICANCE: We optimized an engineering protocol for making tumor spheroids at a controlled size, embedding spheroids into a gelatin-based matrix, and constructing a perfusable microfluidic device. A higher tumor invasion was observed in a low-stiffness matrix than a high-stiffness matrix. The physical characterizations revealed how the stiffness is controlled by the density of polymer chain networks and porosity. The biological assays revealed how the structural properties of the gelatin matrix and hypoxia in tumor progression impact cell invasion. This work can contribute to personalized medicine by making more effective, tailored cancer models.
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Affiliation(s)
- Elvan Dogan
- Department of Biomedical Engineering, Newark College of Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Christopher A Galifi
- Department of Pharmacology, Physiology, and Neuroscience and Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Berivan Cecen
- Department of Biomedical Engineering, Rowan University, Glassboro, NJ 08028, USA
| | - Roshni Shukla
- Department of Biomedical Engineering, Newark College of Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Teresa L Wood
- Department of Pharmacology, Physiology, and Neuroscience and Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Amir K Miri
- Department of Biomedical Engineering, Newark College of Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA; Department of Mechanical and Industrial Engineering, Newark College of Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA.
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15
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Piecyk M, Triki M, Laval P, Duret C, Fauvre J, Cussonneau L, Machon C, Guitton J, Rama N, Gibert B, Ichim G, Catez F, Bourdelais F, Durand S, Diaz J, Coste I, Renno T, Manié SN, Aznar N, Ansieau S, Ferraro‐Peyret C, Chaveroux C. The stress sensor GCN2 differentially controls ribosome biogenesis in colon cancer according to the nutritional context. Mol Oncol 2024; 18:2111-2135. [PMID: 37452637 PMCID: PMC11467793 DOI: 10.1002/1878-0261.13491] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 05/25/2023] [Accepted: 07/13/2023] [Indexed: 07/18/2023] Open
Abstract
Nutrient availability is a key determinant of tumor cell behavior. While nutrient-rich conditions favor proliferation and tumor growth, scarcity, and particularly glutamine starvation, promotes cell dedifferentiation and chemoresistance. Here, linking ribosome biogenesis plasticity with tumor cell fate, we uncover that the amino acid sensor general control non-derepressible 2 (GCN2; also known as eIF-2-alpha kinase 4) represses the expression of the precursor of ribosomal RNA (rRNA), 47S, under metabolic stress. We show that blockade of GCN2 triggers cell death by an irremediable nucleolar stress and subsequent TP53-mediated apoptosis in patient-derived models of colon adenocarcinoma (COAD). In nutrient-rich conditions, a cell-autonomous GCN2 activity supports cell proliferation by stimulating 47S rRNA transcription, independently of the canonical integrated stress response (ISR) axis. Impairment of GCN2 activity prevents nuclear translocation of methionyl-tRNA synthetase (MetRS), resulting in nucleolar stress, mTORC1 inhibition and, ultimately, autophagy induction. Inhibition of the GCN2-MetRS axis drastically improves the cytotoxicity of RNA polymerase I (RNA pol I) inhibitors, including the first-line chemotherapy oxaliplatin, on patient-derived COAD tumoroids. Our data thus reveal that GCN2 differentially controls ribosome biogenesis according to the nutritional context. Furthermore, pharmacological co-inhibition of the two GCN2 branches and RNA pol I activity may represent a valuable strategy for elimination of proliferative and metabolically stressed COAD cells.
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Affiliation(s)
- Marie Piecyk
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Mouna Triki
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Pierre‐Alexandre Laval
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Cedric Duret
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Joelle Fauvre
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Laura Cussonneau
- INRAE, Unité de Nutrition Humaine, UMR1019Université Clermont AuvergneClermont‐FerrandFrance
| | - Christelle Machon
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
- Biochemistry and Pharmaco‐Toxicology Laboratory, Lyon Sud HospitalHospices Civils de Lyon Pierre‐Bénite, University Hospital of LyonFrance
| | - Jerôme Guitton
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
- Biochemistry and Pharmaco‐Toxicology Laboratory, Lyon Sud HospitalHospices Civils de Lyon Pierre‐Bénite, University Hospital of LyonFrance
| | - Nicolas Rama
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Benjamin Gibert
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Gabriel Ichim
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Frederic Catez
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Fleur Bourdelais
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Sebastien Durand
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Jean‐Jacques Diaz
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Isabelle Coste
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Toufic Renno
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Serge N. Manié
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Nicolas Aznar
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Stephane Ansieau
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
| | - Carole Ferraro‐Peyret
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
- Hospices Civils de Lyon, Plateforme AURAGENFrance
| | - Cedric Chaveroux
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS 5286, Centre Léon BérardUniversité de Lyon, Université Claude Bernard Lyon 1France
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16
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Abbasi-Malati Z, Khanicheragh P, Narmi MT, Mardi N, Khosrowshahi ND, Hiradfar A, Rezabakhsh A, Sadeghsoltani F, Rashidi S, Chegeni SA, Roozbahani G, Rahbarghazi R. Tumoroids, a valid preclinical screening platform for monitoring cancer angiogenesis. Stem Cell Res Ther 2024; 15:267. [PMID: 39183337 PMCID: PMC11346257 DOI: 10.1186/s13287-024-03880-4] [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: 02/25/2024] [Accepted: 08/06/2024] [Indexed: 08/27/2024] Open
Abstract
In recent years, biologists and clinicians have witnessed prominent advances in in vitro 3D culture techniques related to biomimetic human/animal tissue analogs. Numerous data have confirmed that unicellular and multicellular (tumoroids) tumor spheroids with dense native cells in certain matrices are sensitive and valid analytical tools for drug screening, cancer cell dynamic growth, behavior, etc. in laboratory settings. Angiogenesis/vascularization is a very critical biological phenomenon to support oxygen and nutrients to tumor cells within the deep layer of solid masses. It has been shown that endothelial cell (EC)-incorporated or -free spheroid/tumoroid systems provide a relatively reliable biological platform for monitoring the formation of nascent blood vessels in micron/micrometer scales. Besides, the paracrine angiogenic activity of cells within the spheroid/tumoroid systems can be monitored after being treated with different therapeutic approaches. Here, we aimed to collect recent advances and findings related to the monitoring of cancer angiogenesis using unicellular and multicellular tumor spheroids. Vascularized spheroids/tumoroids can help us in the elucidation of mechanisms related to cancer formation, development, and metastasis by monitoring the main influencing factors.
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Affiliation(s)
- Zahra Abbasi-Malati
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parisa Khanicheragh
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Narges Mardi
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nafiseh Didar Khosrowshahi
- Stem Cell and Tissue Engineering Research Laboratory, Sahand University of Technology, Tabriz, 51335-1996, Iran
| | - Amirataollah Hiradfar
- Pediatric Health Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Aysa Rezabakhsh
- Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Somayyeh Rashidi
- Department of Medical Biotechnology, Faculty of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | | | - Golbarg Roozbahani
- Department of Plant, Cell and Molecular Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran
| | - Reza Rahbarghazi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
- Department of Applied Cell Sciences, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.
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17
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Dzhalilova D, Silina M, Tsvetkov I, Kosyreva A, Zolotova N, Gantsova E, Kirillov V, Fokichev N, Makarova O. Changes in the Expression of Genes Regulating the Response to Hypoxia, Inflammation, Cell Cycle, Apoptosis, and Epithelial Barrier Functioning during Colitis-Associated Colorectal Cancer Depend on Individual Hypoxia Tolerance. Int J Mol Sci 2024; 25:7801. [PMID: 39063041 PMCID: PMC11276979 DOI: 10.3390/ijms25147801] [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: 06/13/2024] [Revised: 07/02/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
One of the factors contributing to colorectal cancer (CRC) development is inflammation, which is mostly hypoxia-associated. This study aimed to characterize the morphological and molecular biological features of colon tumors in mice that were tolerant and susceptible to hypoxia based on colitis-associated CRC (CAC). Hypoxia tolerance was assessed through a gasping time evaluation in a decompression chamber. One month later, the animals were experimentally modeled for colitis-associated CRC by intraperitoneal azoxymethane administration and three dextran sulfate sodium consumption cycles. The incidence of tumor development in the distal colon in the susceptible to hypoxia mice was two times higher and all tumors (100%) were represented by adenocarcinomas, while in the tolerant mice, only 14% were adenocarcinomas and 86% were glandular intraepithelial neoplasia. The tumor area assessed on serially stepped sections was statistically significantly higher in the susceptible animals. The number of macrophages, CD3-CD19+, CD3+CD4+, and NK cells in tumors did not differ between animals; however, the number of CD3+CD8+ and vimentin+ cells was higher in the susceptible mice. Changes in the expression of genes regulating the response to hypoxia, inflammation, cell cycle, apoptosis, and epithelial barrier functioning in tumors and the peritumoral area depended on the initial mouse's hypoxia tolerance, which should be taken into account for new CAC diagnostics and treatment approaches development.
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Affiliation(s)
- Dzhuliia Dzhalilova
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
| | - Maria Silina
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
| | - Ivan Tsvetkov
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
| | - Anna Kosyreva
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
- Research Institute of Molecular and Cellular Medicine, People’s Friendship University of Russia (RUDN University), 117198 Moscow, Russia
| | - Natalia Zolotova
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
| | - Elena Gantsova
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
- Research Institute of Molecular and Cellular Medicine, People’s Friendship University of Russia (RUDN University), 117198 Moscow, Russia
| | - Vladimir Kirillov
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Health of Russian Federation, 117513 Moscow, Russia;
| | - Nikolay Fokichev
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
| | - Olga Makarova
- Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia; (M.S.); (I.T.); (A.K.); (N.Z.); (E.G.); (N.F.); (O.M.)
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18
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Cristian PM, Aarón VJ, Armando EHD, Estrella MLY, Daniel NR, David GV, Edgar M, Paul SCJ, Osbaldo RA. Diffusion on PCA-UMAP Manifold: The Impact of Data Structure Preservation to Denoise High-Dimensional Single-Cell RNA Sequencing Data. BIOLOGY 2024; 13:512. [PMID: 39056705 PMCID: PMC11274112 DOI: 10.3390/biology13070512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 06/25/2024] [Indexed: 07/28/2024]
Abstract
Single-cell transcriptomics (scRNA-seq) is revolutionizing biological research, yet it faces challenges such as inefficient transcript capture and noise. To address these challenges, methods like neighbor averaging or graph diffusion are used. These methods often rely on k-nearest neighbor graphs from low-dimensional manifolds. However, scRNA-seq data suffer from the 'curse of dimensionality', leading to the over-smoothing of data when using imputation methods. To overcome this, sc-PHENIX employs a PCA-UMAP diffusion method, which enhances the preservation of data structures and allows for a refined use of PCA dimensions and diffusion parameters (e.g., k-nearest neighbors, exponentiation of the Markov matrix) to minimize noise introduction. This approach enables a more accurate construction of the exponentiated Markov matrix (cell neighborhood graph), surpassing methods like MAGIC. sc-PHENIX significantly mitigates over-smoothing, as validated through various scRNA-seq datasets, demonstrating improved cell phenotype representation. Applied to a multicellular tumor spheroid dataset, sc-PHENIX identified known extreme phenotype states, showcasing its effectiveness. sc-PHENIX is open-source and available for use and modification.
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Affiliation(s)
- Padron-Manrique Cristian
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Programa de Doctorado en Ciencias Biomédicas, Circuito Posgrados, Ciudad Universitaria, Alcaldía Coyoacán Unidad de Posgrado Edificio B primer Piso, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico
| | - Vázquez-Jiménez Aarón
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
| | - Esquivel-Hernandez Diego Armando
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
| | - Martinez-Lopez Yoscelina Estrella
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Programa de Doctorado en Ciencias Médicas, Odontológicas y de la Salud, Unidad de Posgrado, Edificio A, 1er Piso, Circuito Posgrados, Ciudad Universitaria, Alcaldía Coyoacán, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico
| | - Neri-Rosario Daniel
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Programa de Maestría en Ciencias Bioquímicas, Unidad de Posgrado, Edificio B, 1er Piso, Circuito de los Posgrados, Ciudad Universitaria, Universidad Nacional Autónoma de México (UNAM), Alcaldía Coyoacán, Ciudad de México 04510, Mexico
| | - Giron-Villalobos David
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Programa de Maestría en Ciencias Bioquímicas, Unidad de Posgrado, Edificio B, 1er Piso, Circuito de los Posgrados, Ciudad Universitaria, Universidad Nacional Autónoma de México (UNAM), Alcaldía Coyoacán, Ciudad de México 04510, Mexico
| | - Mixcoha Edgar
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- CONAHCYT-INMEGEN, Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Sánchez-Castañeda Jean Paul
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Programa de Maestría en Ciencias Bioquímicas, Unidad de Posgrado, Edificio B, 1er Piso, Circuito de los Posgrados, Ciudad Universitaria, Universidad Nacional Autónoma de México (UNAM), Alcaldía Coyoacán, Ciudad de México 04510, Mexico
| | - Resendis-Antonio Osbaldo
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Periferico Sur 4809, Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; (P.-M.C.); (V.-J.A.); (E.-H.D.A.); (N.-R.D.); (G.-V.D.); (M.E.)
- Coordinación de la Investigación Científica-Red de Apoyo a la Investigación, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga, 14, Belisario Dominguez Sección XVI, Tlalpan, Mexico City 14080, Mexico
- Centro de Ciencias de la Complejidad, Unversidad Nacional Autónoma de México (UNAM), Circuito Centro Cultural, Coyoacán, Mexico City 04510, Mexico
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19
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Song WH, Lim YS, Kim JE, Kang HY, Lee C, Rajbongshi L, Hwang SY, Oh SO, Kim BS, Lee D, Song YJ, Yoon S. A Marine Collagen-Based 3D Scaffold for In Vitro Modeling of Human Prostate Cancer Niche and Anti-Cancer Therapeutic Discovery. Mar Drugs 2024; 22:295. [PMID: 39057404 PMCID: PMC11277582 DOI: 10.3390/md22070295] [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: 05/31/2024] [Revised: 06/25/2024] [Accepted: 06/25/2024] [Indexed: 07/28/2024] Open
Abstract
Recently, the need to develop a robust three-dimensional (3D) cell culture system that serves as a valuable in vitro tumor model has been emphasized. This system should closely mimic the tumor growth behaviors observed in vivo and replicate the key elements and characteristics of human tumors for the effective discovery and development of anti-tumor therapeutics. Therefore, in this study, we developed an effective 3D in vitro model of human prostate cancer (PC) using a marine collagen-based biomimetic 3D scaffold. The model displayed distinctive molecular profiles and cellular properties compared with those of the 2D PC cell culture. This was evidenced by (1) increased cell proliferation, migration, invasion, colony formation, and chemoresistance; (2) upregulated expression of crucial multidrug-resistance- and cancer-stemness-related genes; (3) heightened expression of key molecules associated with malignant progressions, such as epithelial-mesenchymal transition transcription factors, Notch, matrix metalloproteinases, and pluripotency biomarkers; (4) robust enrichment of prostate cancer stem cells (CSCs); and (5) enhanced expression of integrins. These results suggest that our 3D in vitro PC model has the potential to serve as a research platform for studying PC and prostate CSC biology, as well as for screening novel therapies targeting PC and prostate CSCs.
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Affiliation(s)
- Won Hoon Song
- Department of Urology, Pusan National University Yangsan Hospital and Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
| | - Ye Seon Lim
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
| | - Ji-Eun Kim
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
| | - Hae Yeong Kang
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
| | - Changyong Lee
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
| | - Lata Rajbongshi
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
| | - Seon Yeong Hwang
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
| | - Sae-Ock Oh
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
| | - Byoung Soo Kim
- School of Biomedical Convergence Engineering, Pusan National University, Yangsan 50612, Republic of Korea;
| | - Dongjun Lee
- Department of Convergence Medicine, Pusan National University College of Medicine, Yangsan 50612, Republic of Korea;
| | - Yong Jung Song
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
- Department of Obstetrics and Gynecology, Pusan National University Yangsan Hospital and Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea
| | - Sik Yoon
- Department of Anatomy and Convergence Medical Sciences, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea; (Y.S.L.); (J.-E.K.); (H.Y.K.); (C.L.); (L.R.); (S.Y.H.); (S.-O.O.)
- Immune Reconstitution Research Center of Medical Research Institute, Pusan National University College of Medicine, Yangsan 626-870, Republic of Korea;
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20
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Sun B, Liang Z, Wang Y, Yu Y, Zhou X, Geng X, Li B. A 3D spheroid model of quadruple cell co-culture with improved liver functions for hepatotoxicity prediction. Toxicology 2024; 505:153829. [PMID: 38740170 DOI: 10.1016/j.tox.2024.153829] [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: 02/22/2024] [Revised: 05/04/2024] [Accepted: 05/08/2024] [Indexed: 05/16/2024]
Abstract
Drug-induced liver injury (DILI) is one of the major concerns during drug development. Wide acceptance of the 3 R principles and the innovation of in-vitro techniques have introduced various novel model options, among which the three-dimensional (3D) cell spheroid cultures have shown a promising prospect in DILI prediction. The present study developed a 3D quadruple cell co-culture liver spheroid model for DILI prediction via self-assembly. Induction by phorbol 12-myristate 13-acetate at the concentration of 15.42 ng/mL for 48 hours with a following 24-hour rest period was used for THP-1 cell differentiation, resulting in credible macrophagic phenotypes. HepG2 cells, PUMC-HUVEC-T1 cells, THP-1-originated macrophages, and human hepatic stellate cells were selected as the components, which exhibited adaptability in the designated spheroid culture conditions. Following establishment, the characterization demonstrated the competence of the model in long-term stability reflected by the maintenance of morphology, viability, cellular integration, and cell-cell junctions for at least six days, as well as the reliable liver-specific functions including superior albumin and urea secretion, improved drug metabolic enzyme expression and CYP3A4 activity, and the expression of MRP2, BSEP, and P-GP accompanied by the bile acid efflux transport function. In the comparative testing using 22 DILI-positive and 5 DILI-negative compounds among the novel 3D co-culture model, 3D HepG2 spheroids, and 2D HepG2 monolayers, the 3D culture method significantly enhanced the model sensitivity to compound cytotoxicity compared to the 2D form. The novel co-culture liver spheroid model exhibited higher overall predictive power with margin of safety as the classifying tool. In addition, the non-parenchymal cell components could amplify the toxicity of isoniazid in the 3D model, suggesting their potential mediating role in immune-mediated toxicity. The proof-of-concept experiments demonstrated the capability of the model in replicating drug-induced lipid dysregulation, bile acid efflux inhibition, and α-SMA upregulation, which are the key features of liver steatosis and phospholipidosis, cholestasis, and fibrosis, respectively. Overall, the novel 3D quadruple cell co-culture spheroid model is a reliable and readily available option for DILI prediction.
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Affiliation(s)
- Baiyang Sun
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China; National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China
| | - Zihe Liang
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China
| | - Yupeng Wang
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China; National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China
| | - Yue Yu
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China; National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China
| | - Xiaobing Zhou
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China
| | - Xingchao Geng
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, Beijing Key Laboratory for Nonclinical Safety Evaluation of Drugs, Beijing 100176, China.
| | - Bo Li
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China; National Institutes for Food and Drug Control, Beijing 102629, China.
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21
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Debruyne A, Okkelman IA, Heymans N, Pinheiro C, Hendrix A, Nobis M, Borisov SM, Dmitriev RI. Live Microscopy of Multicellular Spheroids with the Multimodal Near-Infrared Nanoparticles Reveals Differences in Oxygenation Gradients. ACS NANO 2024; 18:12168-12186. [PMID: 38687976 PMCID: PMC11100290 DOI: 10.1021/acsnano.3c12539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 04/06/2024] [Accepted: 04/15/2024] [Indexed: 05/02/2024]
Abstract
Assessment of hypoxia, nutrients, metabolite gradients, and other hallmarks of the tumor microenvironment within 3D multicellular spheroid and organoid models represents a challenging analytical task. Here, we report red/near-infrared (NIR) emitting cell staining with O2-sensitive nanoparticles, which enable measurements of spheroid oxygenation on a conventional fluorescence microscope. Nanosensor probes, termed "MMIR" (multimodal infrared), incorporate an NIR O2-sensitive metalloporphyrin (PtTPTBPF) and deep red aza-BODIPY reference dyes within a biocompatible polymer shell, allowing for oxygen gradient quantification via fluorescence ratio and phosphorescence lifetime readouts. We optimized staining techniques and evaluated the nanosensor probe characteristics and cytotoxicity. Subsequently, we applied nanosensors to the live spheroid models based on HCT116, DPSCs, and SKOV3 cells, at rest, and treated with drugs affecting cell respiration. We found that the growth medium viscosity, spheroid size, and formation method influenced spheroid oxygenation. Some spheroids produced from HCT116 and dental pulp stem cells exhibited "inverted" oxygenation gradients, with higher core oxygen levels than the periphery. This contrasted with the frequently encountered "normal" gradient of hypoxia toward the core caused by diffusion. Further microscopy analysis of spheroids with an "inverted" gradient demonstrated metabolic stratification of cells within spheroids: thus, autofluorescence FLIM of NAD(P)H indicated the formation of a glycolytic core and localization of OxPhos-active cells at the periphery. Collectively, we demonstrate a strong potential of NIR-emitting ratiometric nanosensors for advanced microscopy studies targeting live and quantitative real-time monitoring of cell metabolism and hypoxia in complex 3D tissue models.
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Affiliation(s)
- Angela
C. Debruyne
- Tissue
Engineering and Biomaterials Group, Department of Human Structure
and Repair, Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000 Ghent, Belgium
| | - Irina A. Okkelman
- Tissue
Engineering and Biomaterials Group, Department of Human Structure
and Repair, Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000 Ghent, Belgium
- Ghent
Light
Microscopy Core, Ghent University, 9000 Ghent, Belgium
| | - Nina Heymans
- Tissue
Engineering and Biomaterials Group, Department of Human Structure
and Repair, Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000 Ghent, Belgium
| | - Cláudio Pinheiro
- Laboratory
of Experimental Cancer Research, Department of Human Structure and
Repair, Ghent University, 9000 Ghent, Belgium
- Cancer
Research Institute Ghent (CRIG), 9000 Ghent, Belgium
| | - An Hendrix
- Laboratory
of Experimental Cancer Research, Department of Human Structure and
Repair, Ghent University, 9000 Ghent, Belgium
- Cancer
Research Institute Ghent (CRIG), 9000 Ghent, Belgium
| | - Max Nobis
- Intravital
Imaging Expertise Center, VIB Center for Cancer Biology, KU Leuven, 3000 Leuven, Belgium
| | - Sergey M. Borisov
- Institute
of Analytical Chemistry and Food Chemistry, Graz University of Technology, Stremayrgasse 9, Graz 8010, Austria
| | - Ruslan I. Dmitriev
- Tissue
Engineering and Biomaterials Group, Department of Human Structure
and Repair, Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000 Ghent, Belgium
- Ghent
Light
Microscopy Core, Ghent University, 9000 Ghent, Belgium
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22
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Jamshidi N, Jamshidi N, Modarresi Chahardehi A, Shams E, Chaleshi V. A promising breakthrough in pancreatic cancer research: The potential of spheroids as 3D models. BIOIMPACTS : BI 2024; 15:30241. [PMID: 39963557 PMCID: PMC11830132 DOI: 10.34172/bi.30241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/29/2024] [Accepted: 02/06/2024] [Indexed: 02/20/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) stands as the fourth leading cause of cancer-related deaths, primarily attributable to its resistance to chemotherapy, resulting in a nearly universal fatality rate. Despite the promise exhibited by numerous drugs in preclinical studies, their subsequent failure in clinical trials underscores the inherent limitations of conventional two-dimensional cell culture models commonly employed in early drug screening endeavors. The inadequacies of two-dimensional (2D) models prompted the exploration of three-dimensional (3D) culture systems, which more faithfully recapitulate the native tumor microenvironment. These 3D systems have distinct advantages over 2D models in morphology, proliferation, drug response, and protein expression. Among these 3D platforms, tumor organoids and spheroids, generated through different methodologies, have emerged as next-generation models that closely mirror aspects of pancreatic tumor biology. This comprehensive review scrutinizes pancreatic cancer spheroids' techniques, tissue sources, and applications, offering a nuanced analysis of their advantages and limitations. By comparing these distinct 3D culture systems, researchers gain valuable insights to inform the selection of optimal model designs aligned with their specific experimental objectives. The utilization of these advanced models holds significant promise for enhancing the clinical relevance of both in vitro and in vivo cancer research, thereby contributing to the development of improved therapeutics against pancreatic cancer.
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Affiliation(s)
- Nazanin Jamshidi
- Kimia Andisheh Teb Medical and Molecular Laboratory Research Co, Tehran, Iran
| | - Negar Jamshidi
- Kimia Andisheh Teb Medical and Molecular Laboratory Research Co, Tehran, Iran
| | | | - Elahe Shams
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Vahid Chaleshi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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23
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Namgung B, Dai H, Prathyushaa Vikraman P, Saha T, Sengupta S, Lin Jang H. An inexpensive "do-it-yourself" device for rapid generation of uniform tumor spheroids. DEVICE 2024; 2:100255. [PMID: 38617078 PMCID: PMC11008532 DOI: 10.1016/j.device.2024.100255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Three-dimensional (3D) cancer cell culture models such as tumor spheroids better recapitulate in vivo tumors than conventional two-dimensional (2D) models. However, two major challenges limit the routine use of 3D tumor spheroids. Firstly, most existing methods of generating tumor spheroids are not high-throughput. Secondly, tumor spheroids generated using current methods are highly variable in dimension. Here, we describe a simple 'Do-It-Yourself (DIY)' device that can be assembled for less than $7 of parts and generate uniform tumor spheroids in a high-throughput manner. We used a simple phone coin vibrating motor to superimpose the vibration for breaking a laminar jet of cell-loaded alginate solution into equally sized spherical beads. We generated 3,970 tumor spheroids/min, which exhibited a hypoxic core recapitulating in vivo tumors and could be used to test the diffusion efficacy of anticancer drugs. Such low-cost, easy-to-fabricate, simple-to-operate systems with high-throughput outcomes are essential to democratize and standardize cancer research.
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Affiliation(s)
- Bumseok Namgung
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Hongqing Dai
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Contributed equally
| | - Pooja Prathyushaa Vikraman
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Contributed equally
| | - Tanmoy Saha
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
| | - Shiladitya Sengupta
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Hae Lin Jang
- Center for Engineered Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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24
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Murphy DA, Osteicochea D, Atkins A, Sannes C, McClarnon Z, Adjei IM. Optimizing Oxygen-Production Kinetics of Manganese Dioxide Nanoparticles Improves Hypoxia Reversal and Survival in Mice with Bone Metastases. Mol Pharm 2024; 21:1125-1136. [PMID: 38365202 PMCID: PMC10979454 DOI: 10.1021/acs.molpharmaceut.3c00671] [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: 07/30/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/18/2024]
Abstract
Persistent hypoxia in bone metastases induces an immunosuppressive environment, limiting the effectiveness of immunotherapies. To address chronic hypoxia, we have developed manganese dioxide (MnO2) nanoparticles with tunable oxygen production kinetics for sustained oxygenation in bone metastases lesions. Using polyethylene glycol (PEG)-stabilized MnO2 or poly(lactic[50]-co-glycolic[50] acid) (50:50 PLGA), poly(lactic[75]-co-glycolic[25] acid) (75:25 PLGA), and polylactic acid (PLA)-encapsulated MnO2 NPs, we demonstrate that polymer hydrophobicity attenuates burst oxygen production and enables tunable oxygen production kinetics. The PEG-MnO2 NPs resulted in rapid hypoxia reduction in spheroids, which was rapidly attenuated, while the PLA-MnO2 NPs exhibited delayed hypoxia control in cancer spheroids. The 50:50 PLGA-MnO2 NPs exhibited the best short- and long-term control of hypoxia in cancer spheroids, resulting in sustained regulation of the expression of HIF-1α and immunosuppressive genes. The sustained control of hypoxia by the 50:50 PLGA-MnO2 NPs enhanced the cytotoxicity of natural killer cells against cancer spheroids. In vivo, 50:50 PLGA-MnO2 showed greater accumulation in the long bones and pelvis, common sites for bone metastases. The NPs decreased hypoxia in bone metastases and decreased regulatory T cell levels, resulting in enhanced survival of mice with established bone metastases.
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Affiliation(s)
- David A Murphy
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Daniela Osteicochea
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Aidan Atkins
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Caitlin Sannes
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Zachary McClarnon
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Isaac M Adjei
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
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25
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Lee ALZ, Balakrishnan N, Ng JY, Liu S, Ong ZY, Wang Y, Gao S, Yang YY. Injectable Hydrogels Prepared Using Novel Synthetic Short Peptides with Defined Structure and Gelatin as Scaffolds to Support Cell and Tissue Growth. Adv Healthc Mater 2024; 13:e2302786. [PMID: 37837308 DOI: 10.1002/adhm.202302786] [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: 08/23/2023] [Revised: 10/06/2023] [Indexed: 10/15/2023]
Abstract
Animal-derived basement-membrane matrices such as Geltrex are used to grow cells and tissues. Particularly, these are commonly applied to support tumor growth in animals for cancer research. However, a material derived from an animal source has an undefined composition, and may thus have unavoidable batch-to-batch variation in properties. To overcome these issues, a series of synthetic short peptides to form hydrogels is designed in combination with gelatin to promote cell adhesion and growth. The peptides have sequences of (X1Y1X2Y2)2 , where X1 and X2 are hydrophobic residues, while Y1 and Y2 are hydrophilic residues. The peptides spontaneously fold and self-assemble into a β-sheet secondary structure upon contact with salts, and then aggregate to form hydrophilic networks of hydrogels. Hybrid hydrogels formed by mixing the peptide IEVEIRVK (IVK8) with gelatin are injectable and enzymatically degradable. The hybrid hydrogels at optimal compositions support SW480 and HepG2 tumor spheroid growth in vitro as effectively as Geltrex. More importantly, the peptide/gelatin hydrogels support tumor growth in a SW480 human colorectal adenocarcinoma xenograft mouse model. Altogether, the results illustrate that the synthetic peptide/gelatin hybrid hydrogel is a promising scaffold that can be used to support cell and tissue growth both in vitro and in vivo.
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Affiliation(s)
- Ashlynn Ling Zhi Lee
- Institute of Bioengineering and Bioimaging, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Singapore, 138669, Singapore
| | - Nithiyaa Balakrishnan
- Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, Centros #06-01, Singapore, 138668, Singapore
| | - Jian Yao Ng
- Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, Centros #06-01, Singapore, 138668, Singapore
| | - Shaoqiong Liu
- Institute of Bioengineering and Nanotechnology, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Singapore, 138669, Singapore
| | - Zhan Yuin Ong
- School of Physics and Astronomy, St. James's University of Leeds, Leeds, LS2 9JT, UK
- Leeds Institute of Medical Research, St. James's University of Leeds, Leeds, LS2 9JT, UK
| | - Yanming Wang
- Institute of Bioengineering and Bioimaging, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Singapore, 138669, Singapore
| | - Shujun Gao
- Institute of Bioengineering and Nanotechnology, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Singapore, 138669, Singapore
| | - Yi Yan Yang
- Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, Centros #06-01, Singapore, 138668, Singapore
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26
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Tadić V, Zhang W, Brozovic A. The high-grade serous ovarian cancer metastasis and chemoresistance in 3D models. Biochim Biophys Acta Rev Cancer 2024; 1879:189052. [PMID: 38097143 DOI: 10.1016/j.bbcan.2023.189052] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/06/2023] [Accepted: 12/06/2023] [Indexed: 12/21/2023]
Abstract
High-grade serous ovarian cancer (HGSOC) is the most frequent and aggressive type of epithelial ovarian cancer, with high recurrence rate and chemoresistance being the main issues in its clinical management. HGSOC is specifically challenging due to the metastatic dissemination via spheroids in the ascitic fluid. The HGSOC spheroids represent the invasive and chemoresistant cellular fraction, which is impossible to investigate in conventional two-dimensional (2D) monolayer cell cultures lacking critical cell-to-cell and cell-extracellular matrix interactions. Three-dimensional (3D) HGSOC cultures, where cells aggregate and exhibit relevant interactions, offer a promising in vitro model of peritoneal metastasis and multicellular drug resistance. This review summarizes recent studies of HGSOC in 3D culture conditions and highlights the role of multicellular HGSOC spheroids and ascitic environment in HGSOC metastasis and chemoresistance.
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Affiliation(s)
- Vanja Tadić
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, Zagreb HR-10000, Croatia
| | - Wei Zhang
- Department of Engineering Mechanics, Dalian University of Technology, Linggong Road 2, Dalian CN-116024, China
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, Zagreb HR-10000, Croatia.
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27
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Valente R, Cordeiro S, Luz A, Melo MC, Rodrigues CR, Baptista PV, Fernandes AR. Doxorubicin-sensitive and -resistant colorectal cancer spheroid models: assessing tumor microenvironment features for therapeutic modulation. Front Cell Dev Biol 2023; 11:1310397. [PMID: 38188017 PMCID: PMC10771845 DOI: 10.3389/fcell.2023.1310397] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/27/2023] [Indexed: 01/09/2024] Open
Abstract
Introduction: The research on tumor microenvironment (TME) has recently been gaining attention due to its important role in tumor growth, progression, and response to therapy. Because of this, the development of three-dimensional cancer models that mimic the interactions in the TME and the tumor structure and complexity is of great relevance to cancer research and drug development. Methods: This study aimed to characterize colorectal cancer spheroids overtime and assess how the susceptibility or resistance to doxorubicin (Dox) or the inclusion of fibroblasts in heterotypic spheroids influence and modulate their secretory activity, namely the release of extracellular vesicles (EVs), and the response to Dox-mediated chemotherapy. Different characteristics were assessed over time, namely spheroid growth, viability, presence of hypoxia, expression of hypoxia and inflammation-associated genes and proteins. Due to the importance of EVs in biomarker discovery with impact on early diagnostics, prognostics and response to treatment, proteomic profiling of the EVs released by the different 3D spheroid models was also assessed. Response to treatment was also monitored by assessing Dox internalization and its effects on the different 3D spheroid structures and on the cell viability. Results and Discussion: The results show that distinct features are affected by both Dox resistance and the presence of fibroblasts. Fibroblasts can stabilize spheroid models, through the modulation of their growth, viability, hypoxia and inflammation levels, as well as the expressions of its associated transcripts/proteins, and promotes alterations in the protein profile exhibit by EVs. Summarily, fibroblasts can increase cell-cell and cell-extracellular matrix interactions, making the heterotypic spheroids a great model to study TME and understand TME role in chemotherapies resistance. Dox resistance induction is shown to influence the internalization of Dox, especially in homotypic spheroids, and it is also shown to influence cell viability and consequently the chemoresistance of those spheroids when exposed to Dox. Taken together these results highlight the importance of finding and characterizing different 3D models resembling more closely the in vivo interactions of tumors with their microenvironment as well as modulating drug resistance.
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Affiliation(s)
- Ruben Valente
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Sandra Cordeiro
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - André Luz
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Maria C. Melo
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Catarina Roma Rodrigues
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Pedro V. Baptista
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Alexandra R. Fernandes
- Associate Laboratory i4HB–Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
- UCIBIO–Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
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28
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Lam MS, Aw JJ, Tan D, Vijayakumar R, Lim HYG, Yada S, Pang QY, Barker N, Tang C, Ang BT, Sobota RM, Pavesi A. Unveiling the Influence of Tumor Microenvironment and Spatial Heterogeneity on Temozolomide Resistance in Glioblastoma Using an Advanced Human In Vitro Model of the Blood-Brain Barrier and Glioblastoma. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2302280. [PMID: 37649234 DOI: 10.1002/smll.202302280] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/26/2023] [Indexed: 09/01/2023]
Abstract
Glioblastoma (GBM) is the most common primary malignant brain cancer in adults with a dismal prognosis. Temozolomide (TMZ) is the first-in-line chemotherapeutic; however, resistance is frequent and multifactorial. While many molecular and genetic factors have been linked to TMZ resistance, the role of the solid tumor morphology and the tumor microenvironment, particularly the blood-brain barrier (BBB), is unknown. Here, the authors investigate these using a complex in vitro model for GBM and its surrounding BBB. The model recapitulates important clinical features such as a dense tumor core with tumor cells that invade along the perivascular space; and a perfusable BBB with a physiological permeability and morphology that is altered in the presence of a tumor spheroid. It is demonstrated that TMZ sensitivity decreases with increasing cancer cell spatial organization, and that the BBB can contribute to TMZ resistance. Proteomic analysis with next-generation low volume sample workflows of these cultured microtissues revealed potential clinically relevant proteins involved in tumor aggressiveness and TMZ resistance, demonstrating the utility of complex in vitro models for interrogating the tumor microenvironment and therapy validation.
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Affiliation(s)
- Maxine Sy Lam
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
- Functional Proteomics Laboratory, SingMass National Laboratory, Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Joey Jy Aw
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Damien Tan
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Ragavi Vijayakumar
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Hui Yi Grace Lim
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Swathi Yada
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Qing You Pang
- Neuro-Oncology Research Laboratory, Department of Research, National Neuroscience Institute, Singapore, 308433, Singapore
| | - Nick Barker
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Carol Tang
- Neuro-Oncology Research Laboratory, Department of Research, National Neuroscience Institute, Singapore, 308433, Singapore
- Duke-National University of Singapore Medical School, Singapore, 169857, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, 637551, Singapore
| | - Beng Ti Ang
- Duke-National University of Singapore Medical School, Singapore, 169857, Singapore
- Department of Neurosurgery, National Neuroscience Institute, Singapore, 308433, Singapore
| | - Radoslaw M Sobota
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
- Functional Proteomics Laboratory, SingMass National Laboratory, Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
| | - Andrea Pavesi
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Singapore, 138673, Singapore
- Mechanobiology Institute, National University of Singapore, Singapore, 117411, Singapore
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29
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Senrung A, Lalwani S, Janjua D, Tripathi T, Kaur J, Ghuratia N, Aggarwal N, Chhokar A, Yadav J, Chaudhary A, Joshi U, Bharti AC. 3D tumor spheroids: morphological alterations a yardstick to anti-cancer drug response. IN VITRO MODELS 2023; 2:219-248. [PMID: 39872501 PMCID: PMC11756486 DOI: 10.1007/s44164-023-00059-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 08/13/2023] [Accepted: 08/21/2023] [Indexed: 01/30/2025]
Abstract
Tumor spheroids are one of the well-characterized 3D culture systems bearing close resemblance to the physiological tissue organization and complexity of avascular solid tumor stage with hypoxic core. They hold a wide-spread application in the field of pharmaceutical science and anti-cancer drug research. However, the difficulty in determining optimal technique for the generation of spheroids with uniform size and shape, evaluation of experimental outputs, or mass production often limits their usage in anti-cancer research and in high-throughput drug screening. In recent times, several studies have demonstrated various simple techniques for generating uniform-size 3D spheroids, including the hanging drop (HD), liquid overlay technique (LOT), and microfluidic approaches. Morphological alterations apart from biochemical assays, and staining techniques are suitably employed for the evaluation of experimental outcomes within 3D spheroid models. Morphological alterations in response to effective anti-cancer drug treatment in 3D tumor spheroids such as reduced spheroid size, loss of spheroid compactness and integrity or smooth surface, are highly reliable. These alterations can significantly reduce the need for biochemical assays and staining techniques, resulting in both time and cost savings. The present article specifically covers a variety of available procedures in spheroid generation. For practical applicability, we have supplemented our review study with the generation of glioblastoma U87 spheroids using HD and LOT methods. Additionally, we have also incorporated the outcome of U87 spheroid treatment with doxorubicin on spheroid morphology.
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Affiliation(s)
- Anna Senrung
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
- Neuropharmacology & Drug Delivery Laboratory, Zoology Department, Daulat Ram College, University of Delhi, Delhi, 110007 India
| | - Sakshi Lalwani
- Neuropharmacology & Drug Delivery Laboratory, Zoology Department, Daulat Ram College, University of Delhi, Delhi, 110007 India
| | - Divya Janjua
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Tanya Tripathi
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Jasleen Kaur
- Neuropharmacology & Drug Delivery Laboratory, Zoology Department, Daulat Ram College, University of Delhi, Delhi, 110007 India
| | - Netra Ghuratia
- Neuropharmacology & Drug Delivery Laboratory, Zoology Department, Daulat Ram College, University of Delhi, Delhi, 110007 India
| | - Nikita Aggarwal
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Arun Chhokar
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
- Department of Zoology, Deshbandhu College, University of Delhi, Delhi, India
| | - Joni Yadav
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Apoorva Chaudhary
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Udit Joshi
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
| | - Alok Chandra Bharti
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi (North Campus), Delhi, 110007 India
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30
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Blanco-Fernandez B, Ibañez-Fonseca A, Orbanic D, Ximenes-Carballo C, Perez-Amodio S, Rodríguez-Cabello JC, Engel E. Elastin-like Recombinamer Hydrogels as Platforms for Breast Cancer Modeling. Biomacromolecules 2023; 24:4408-4418. [PMID: 36597885 PMCID: PMC10565832 DOI: 10.1021/acs.biomac.2c01080] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 12/07/2022] [Indexed: 01/05/2023]
Abstract
The involvement of the extracellular matrix (ECM) in tumor progression has motivated the development of biomaterials mimicking the tumor ECM to develop more predictive cancer models. Particularly, polypeptides based on elastin could be an interesting approach to mimic the ECM due to their tunable properties. Here, we demonstrated that elastin-like recombinamer (ELR) hydrogels can be suitable biomaterials to develop breast cancer models. This hydrogel was formed by two ELR polypeptides, one containing sequences biodegradable by matrix metalloproteinase and cyclooctyne and the other carrying arginylglycylaspartic acid and azide groups to allow cell adhesion, biodegradability, and suitable stiffness through "click-chemistry" cross-linking. Our findings show that breast cancer or nontumorigenic breast cells showed high viability and cell proliferation for up to 7 days. MCF7 and MCF10A formed spheroids whereas MDA-MB-231 formed cell networks, with the expression of ECM and high drug resistance in all cases, evidencing that ELR hydrogels are a promising biomaterial for breast cancer modeling.
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Affiliation(s)
- Barbara Blanco-Fernandez
- Institute
for Bioengineering of Catalonia (IBEC), The Barcelona Institute of
Science and Technology (BIST), Baldiri Reixac 10-12, Barcelona 08028, Spain
- CIBER
en Bioingeniería, Biomateriales y Nanomedicina, CIBER-BBN, Madrid 28029, Spain
| | - Arturo Ibañez-Fonseca
- BIOFORGE
Lab, CIBER-BBN, University of Valladolid, Paseo de Belén 19, 47011 Valladolid, Spain
| | - Doriana Orbanic
- BIOFORGE
Lab, CIBER-BBN, University of Valladolid, Paseo de Belén 19, 47011 Valladolid, Spain
| | - Celia Ximenes-Carballo
- Institute
for Bioengineering of Catalonia (IBEC), The Barcelona Institute of
Science and Technology (BIST), Baldiri Reixac 10-12, Barcelona 08028, Spain
| | - Soledad Perez-Amodio
- Institute
for Bioengineering of Catalonia (IBEC), The Barcelona Institute of
Science and Technology (BIST), Baldiri Reixac 10-12, Barcelona 08028, Spain
| | | | - Elisabeth Engel
- Institute
for Bioengineering of Catalonia (IBEC), The Barcelona Institute of
Science and Technology (BIST), Baldiri Reixac 10-12, Barcelona 08028, Spain
- CIBER
en Bioingeniería, Biomateriales y Nanomedicina, CIBER-BBN, Madrid 28029, Spain
- IMEM-BRT
Group, Department of Materials Science and Engineering, EEBE, Technical University of Catalonia (UPC), Barcelona 08019, Spain
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31
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Daradmare S, Son H, Lee CS. Fabrication and Morphological Control of Nonspherical Alginate Hydrogel Particles. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:13876-13889. [PMID: 37725665 DOI: 10.1021/acs.langmuir.3c01404] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
We report a simple platform for the fabrication of nonspherical alginate hydrogel particles using a dripping method. Hydrogel particles with novel morphologies, such as vortex ring, teardrop, disk, sphere, and mushroom, are fabricated by controlling various parameters. We monitored the deformation process of the hydrogel particles after they penetrated the crosslinking solution using a high-speed camera. Then, we proposed a mechanism showing a unique morphological transformation from a spherical to a disk shape. We demonstrated how controlling the collecting height that causes the drop impact force against the crosslinking solution surface was critical to producing hydrogel particles with these intriguing shapes. In particular, disk-shaped alginate particles show their ability as potential platforms for culturing mouse adrenocortical tumor cells (Y1) and a hippocampal neuronal cell (HT-22). To modify alginate particles, cell-adhesive gelatin is incorporated into the alginate matrix and then alginate particles are coated with poly(allylamine hydrochloride). Two modified alginate particles show good adhesion and proliferation rates on their surfaces. In particular, the hybrid hydrogel particles provide great potential to be developed into promising materials for cell culture, drug delivery, and tissue engineering.
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Affiliation(s)
- Sneha Daradmare
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
| | - Huiseong Son
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
| | - Chang-Soo Lee
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
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32
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Mieville V, Griffioen AW, Benamran D, Nowak-Sliwinska P. Advanced in vitro models for renal cell carcinoma therapy design. Biochim Biophys Acta Rev Cancer 2023; 1878:188942. [PMID: 37343729 DOI: 10.1016/j.bbcan.2023.188942] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/14/2023] [Accepted: 06/15/2023] [Indexed: 06/23/2023]
Abstract
Renal cell carcinoma (RCC) and its principal subtype, clear cell RCC, are the most diagnosed kidney cancer. Despite substantial improvement over the last decades, current pharmacological intervention still fails to achieve long-term therapeutic success. RCC is characterized by a high intra- and inter-tumoral heterogeneity and is heavily influenced by the crosstalk of the cells composing the tumor microenvironment, such as cancer-associated fibroblasts, endothelial cells and immune cells. Moreover, multiple physicochemical properties such as pH, interstitial pressure or oxygenation may also play an important role. These elements are often poorly recapitulated in in vitro models used for drug development. This inadequate recapitulation of the tumor is partially responsible for the current lack of an effective and curative treatment. Therefore, there are needs for more complex in vitro or ex vivo drug screening models. In this review, we discuss the current state-of-the-art of RCC models and suggest strategies for their further development.
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Affiliation(s)
- Valentin Mieville
- School of Pharmaceutical Sciences, Faculty of Sciences, University of Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland; Translational Research Center in Oncohaematology, Geneva, Switzerland
| | - Arjan W Griffioen
- Angiogenesis Laboratory, Department of Medical Oncology, Amsterdam UMC, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Daniel Benamran
- Division of Urology, Geneva University Hospitals, Geneva, Switzerland
| | - Patrycja Nowak-Sliwinska
- School of Pharmaceutical Sciences, Faculty of Sciences, University of Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland; Translational Research Center in Oncohaematology, Geneva, Switzerland.
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33
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Beller NC, Wang Y, Hummon AB. Evaluating the Pharmacokinetics and Pharmacodynamics of Chemotherapeutics within a Spatial SILAC-Labeled Spheroid Model System. Anal Chem 2023; 95:11263-11272. [PMID: 37462741 PMCID: PMC10676637 DOI: 10.1021/acs.analchem.3c00905] [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] [Indexed: 08/02/2023]
Abstract
Tumors have considerable cellular heterogeneity that is impossible to explore with simple cell cultures. Spheroid cultures contain pathophysiological and chemical gradients similar to in vivo tumors and show complex responses to therapeutics, similar to a tumor. Using pulsed isotopic labels, we demonstrate the pronounced differential response of the proteome to the drug Regorafenib, a multikinase inhibitor, in HCT 116 spheroids. Regorafenib treatment of outer spheroids inhibits proteins involved in critical pathways such as mTOR signaling, extracellular signal-regulated kinase (ERK)/mitogen-activated protein kinase (MAPK) signaling, and colorectal cancer metastasis signaling, resulting in decreased proliferation and cellular apoptosis. By contrast, analysis of the treated core cells shows upregulation of MAPK1 and KRAS, possibly implicating drug resistance within these late apoptotic cells. Thus, pulsed isotopic labeling enables evaluation of the distinct proteomic responses for cells residing in the different chemical microenvironments of the spheroid. This platform promises great utility in assisting researchers' predictions of pharmacodynamic therapeutic responses within complex tumors.
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Affiliation(s)
- Nicole C. Beller
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus OH, 43210, USA
| | - Yijia Wang
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus OH, 43210, USA
| | - Amanda B. Hummon
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus OH, 43210, USA
- Comprehensive Cancer Center, The Ohio State University, Columbus OH, 43210, USA
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34
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Zingales V, Esposito MR, Torriero N, Taroncher M, Cimetta E, Ruiz MJ. The Growing Importance of Three-Dimensional Models and Microphysiological Systems in the Assessment of Mycotoxin Toxicity. Toxins (Basel) 2023; 15:422. [PMID: 37505691 PMCID: PMC10467068 DOI: 10.3390/toxins15070422] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/21/2023] [Accepted: 06/25/2023] [Indexed: 07/29/2023] Open
Abstract
Current investigations in the field of toxicology mostly rely on 2D cell cultures and animal models. Although well-accepted, the traditional 2D cell-culture approach has evident drawbacks and is distant from the in vivo microenvironment. To overcome these limitations, increasing efforts have been made in the development of alternative models that can better recapitulate the in vivo architecture of tissues and organs. Even though the use of 3D cultures is gaining popularity, there are still open questions on their robustness and standardization. In this review, we discuss the current spheroid culture and organ-on-a-chip techniques as well as the main conceptual and technical considerations for the correct establishment of such models. For each system, the toxicological functional assays are then discussed, highlighting their major advantages, disadvantages, and limitations. Finally, a focus on the applications of 3D cell culture for mycotoxin toxicity assessments is provided. Given the known difficulties in defining the safety ranges of exposure for regulatory agency policies, we are confident that the application of alternative methods may greatly improve the overall risk assessment.
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Affiliation(s)
- Veronica Zingales
- Laboratory of Toxicology, Faculty of Pharmacy, University of Valencia, Av. Vicent Andrés Estellés s/n, 46100 Valencia, Spain;
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (M.R.E.); (N.T.); (E.C.)
- Fondazione Istituto di Ricerca Pediatrica Cittá Della Speranza (IRP)—Lab BIAMET, Corso Stati Uniti 4, 35127 Padova, Italy
| | - Maria Rosaria Esposito
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (M.R.E.); (N.T.); (E.C.)
- Fondazione Istituto di Ricerca Pediatrica Cittá Della Speranza (IRP)—Lab BIAMET, Corso Stati Uniti 4, 35127 Padova, Italy
| | - Noemi Torriero
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (M.R.E.); (N.T.); (E.C.)
- Fondazione Istituto di Ricerca Pediatrica Cittá Della Speranza (IRP)—Lab BIAMET, Corso Stati Uniti 4, 35127 Padova, Italy
| | - Mercedes Taroncher
- Laboratory of Toxicology, Faculty of Pharmacy, University of Valencia, Av. Vicent Andrés Estellés s/n, 46100 Valencia, Spain;
| | - Elisa Cimetta
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (M.R.E.); (N.T.); (E.C.)
- Fondazione Istituto di Ricerca Pediatrica Cittá Della Speranza (IRP)—Lab BIAMET, Corso Stati Uniti 4, 35127 Padova, Italy
| | - María-José Ruiz
- Laboratory of Toxicology, Faculty of Pharmacy, University of Valencia, Av. Vicent Andrés Estellés s/n, 46100 Valencia, Spain;
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35
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Xia D, Jin R, Pan R, Chen HY, Jiang D. In Situ Spatial Analysis of Metabolic Heterogeneity in Single Living Tumor Spheroids Using Nanocapillary-Based Electrospray Ionization Mass Spectroscopy. Anal Chem 2023. [PMID: 37358923 DOI: 10.1021/acs.analchem.3c00479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023]
Abstract
Spatial metabolomic analysis of individual tumor spheroids can help investigate metabolic rearrangements in different cellular regions of a spheroid. In this work, a nanocapillary-based electrospray ionization mass spectroscopy (ESI-MS) method is established that could realize the spatial sampling of cellular components in different regions of a single living tumor spheroid and the subsequent MS analysis for a metabolic study. During the penetration of the nanocapillary into the spheroid for sampling, this "wound surface" at the outer layer of the spheroid takes only 0.1% of the whole area that maximally maintains the cellular activity inside the spheroid for the metabolic analysis. Using the ESI-MS analysis, different metabolic activities in the inner and outer (upper and lower) layers of a single spheroid are revealed, giving a full investigation of the metabolic heterogeneity inside one living tumor spheroid for the first time. In addition, the metabolic activities between the outer layer of the spheroid and two-dimensional (2D)-cultured cells show obvious differences, which suggests more frequent cell-cell and cell-extracellular environment interactions during the culture of the spheroid. This observation not only establishes a powerful tool for the in situ spatial analysis of the metabolic heterogeneity in single living tumor spheroids but also provides molecular information to elucidate the metabolic heterogeneity in this three-dimensional (3D)-cultured cell model.
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Affiliation(s)
- Dandan Xia
- The State Key Lab of Analytical Chemistry for Life Science, Chemistry and Biomedicine Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210093, P. R. China
| | - Rong Jin
- The State Key Lab of Analytical Chemistry for Life Science, Chemistry and Biomedicine Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210093, P. R. China
| | - Rongrong Pan
- The State Key Lab of Analytical Chemistry for Life Science, Chemistry and Biomedicine Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210093, P. R. China
| | - Hong-Yuan Chen
- The State Key Lab of Analytical Chemistry for Life Science, Chemistry and Biomedicine Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210093, P. R. China
| | - Dechen Jiang
- The State Key Lab of Analytical Chemistry for Life Science, Chemistry and Biomedicine Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210093, P. R. China
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Ncube KN, Jurgens T, Steenkamp V, Cromarty AD, van den Bout I, Cordier W. Comparative Evaluation of the Cytotoxicity of Doxorubicin in BT-20 Triple-Negative Breast Carcinoma Monolayer and Spheroid Cultures. Biomedicines 2023; 11:biomedicines11051484. [PMID: 37239157 DOI: 10.3390/biomedicines11051484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/10/2023] [Accepted: 05/18/2023] [Indexed: 05/28/2023] Open
Abstract
Three-dimensional cell culture models are increasingly adopted as preferred pre-clinical drug testing platforms, as they circumvent limitations associated with traditional monolayer cell cultures. However, many of these models are not fully characterized. This study aimed to characterize a BT-20 triple-negative breast carcinoma spheroid model and assess its susceptibility to doxorubicin in comparison to a monolayer model. Spheroids were developed using the liquid overlay method. Phenotypic attributes were analyzed by characterizing changes in size, gross morphology, protein content, metabolic activity, hypoxic status, and cell-cell junctions. The cytotoxic range of doxorubicin in monolayers was determined using the sulforhodamine B assay, and the comparative effect of toxic and sub-toxic concentrations was assessed in both spheroids and monolayers. Similar to the in vivo microenvironment, spheroids had a heterogeneous spatial cytoarchitecture, inherent hypoxia and strong adherens junctions. Doxorubicin induced dose-dependent cytotoxicity in monolayers (IC25: 130 nM, IC50: 320 nM and IC75: 1580 nM); however, these concentrations did not alter the spheroid size or acid phosphatase activity. Only concentrations ≥6 µM had any effect on spheroid integrity. In comparison to monolayers, the BT-20 spheroid model has decreased sensitivity to doxorubicin and could serve as a better model for susceptibility testing in triple-negative breast cancer.
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Affiliation(s)
- Keith N Ncube
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
| | - Tamarin Jurgens
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
| | - Vanessa Steenkamp
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
| | - Allan D Cromarty
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
| | - Iman van den Bout
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
- Centre for Neuroendocrinology, Department of Immunology, University of Pretoria, Pretoria 0007, South Africa
| | - Werner Cordier
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0007, South Africa
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Mas-Rosario JA, Medor JD, Jeffway MI, Martínez-Montes JM, Farkas ME. Murine macrophage-based iNos reporter reveals polarization and reprogramming in the context of breast cancer. Front Oncol 2023; 13:1151384. [PMID: 37091169 PMCID: PMC10113556 DOI: 10.3389/fonc.2023.1151384] [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: 01/26/2023] [Accepted: 03/23/2023] [Indexed: 04/25/2023] Open
Abstract
As part of the first line of defense against pathogens, macrophages possess the ability to differentiate into divergent phenotypes with varying functions. The process by which these cells change their characteristics, commonly referred to as macrophage polarization, allows them to change into broadly pro-inflammatory (M1) or anti-inflammatory (M2) subtypes, and depends on the polarizing stimuli. Deregulation of macrophage phenotypes can result in different pathologies or affect the nature of some diseases, such as cancer and atherosclerosis. Therefore, a better understanding of macrophage phenotype conversion in relevant models is needed to elucidate its potential roles in disease. However, there are few existing probes to track macrophage changes in multicellular environments. In this study, we generated an eGFP reporter cell line based on inducible nitric oxide synthase (iNos) promoter activity in RAW264.7 cells (RAW:iNos-eGFP). iNos is associated with macrophage activation to pro-inflammatory states and decreases in immune-suppressing ones. We validated the fidelity of the reporter for iNos following cytokine-mediated polarization and confirmed that reporter and parental cells behaved similarly. RAW:iNos-eGFP cells were then used to track macrophage responses in different in vitro breast cancer models, and their re-education from anti- to pro-inflammatory phenotypes via a previously reported pyrimido(5,4-b)indole small molecule, PBI1. Using two mouse mammary carcinoma cell lines, 4T1 and EMT6, effects on macrophages were assessed via conditioned media, two-dimensional/monolayer co-culture, and three-dimensional spheroid models. While conditioned media derived from 4T1 or EMT6 cells and monolayer co-cultures of each cancer cell line with RAW:iNos-eGFP cells all resulted in decreased fluorescence, the trends and extents of effects differed. We also observed decreases in iNos-eGFP signal in the macrophages in co-culture assays with 4T1- or EMT6-based spheroids. We then showed that iNos production is enhanced in these cancer models using PBI1, tracking increased fluorescence. Collectively, this work demonstrates that this reporter-based approach provides a facile means to study macrophage responses in complex, multicomponent environments. Beyond the initial studies presented here, this platform can be used with a variety of in vitro models and extended to in vivo applications with intravital imaging.
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Affiliation(s)
- Javier A. Mas-Rosario
- Molecular and Cellular Biology Graduate Program, University of Massachusetts Amherst, Ahmerst, MA, United States
| | - Josue D. Medor
- Department of Biochemistry & Molecular Biology, University of Massachusetts Amherst, Ahmerst, MA, United States
| | - Mary I. Jeffway
- Department of Biochemistry & Molecular Biology, University of Massachusetts Amherst, Ahmerst, MA, United States
| | - José M. Martínez-Montes
- Molecular and Cellular Biology Graduate Program, University of Massachusetts Amherst, Ahmerst, MA, United States
| | - Michelle E. Farkas
- Molecular and Cellular Biology Graduate Program, University of Massachusetts Amherst, Ahmerst, MA, United States
- Department of Chemistry, University of Massachusetts Amherst, Ahmerst, MA, United States
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Keeratichamroen S, Sornprachum T, Ngiwsara L, Ornnork N, Svasti J. p‑STAT3 influences doxorubicin and etoposide resistance of A549 cells grown in an in vitro 3D culture model. Oncol Rep 2023; 49:71. [PMID: 36825601 PMCID: PMC9996681 DOI: 10.3892/or.2023.8508] [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: 12/06/2022] [Accepted: 01/31/2023] [Indexed: 02/25/2023] Open
Abstract
Tumor microenvironment undoubtedly has a significant impact on therapeutic responses. Abundant evidence suggests that the 3D in vitro culture holds great promise for drug discovery and development by bridging the gap between conventional 2D culture and animal models. The present study described 3D basement membrane culture of A549 cells, which mimics the complex 3D arrangement of tumors in vivo and elucidates the underlying mechanisms of microenvironmental influences on cellular functions and therapeutic efficacy. A549 cells cultured in 3D undergo G0/G1 phase arrest and decreased migratory and invasive capacity, indicating dormant cell characteristics. Hypoxia, apoptosis and stemness were demonstrated in the A549 cells in 3D architecture compared with the 2D‑cultured counterparts. More importantly, cells in the 3D environment exhibited increased resistance to different classes of anticancer agents. Western blotting revealed changes in the levels of key cancer‑associated pathways, phosphorylated (p)‑STAT3, p‑ERK, and p‑Akt, in response to 3D culture compared with 2D monolayer culture. Notably, mechanistic analysis using specific inhibitors showed that the STAT3 inhibitor overcomes the 3D culture‑induced doxorubicin and etoposide resistance. These results implicated an important role of p‑STAT3 in conferring chemoresistance in 3D‑cultured A549 cells, as well as the use of STAT3 inhibitor as a potential chemosensitizer to improve drug sensitivity. Thus, 3D culture systems, that more closely resemble in vivo tumor biology, may be more effective models in searching for novel chemotherapeutic agents and therapeutic targets for cancer treatment.
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Affiliation(s)
| | - Thiwaree Sornprachum
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Lukana Ngiwsara
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Narittira Ornnork
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Jisnuson Svasti
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok 10210, Thailand
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De Vitis C, Battaglia AM, Pallocca M, Santamaria G, Mimmi MC, Sacco A, De Nicola F, Gaspari M, Salvati V, Ascenzi F, Bruschini S, Esposito A, Ricci G, Sperandio E, Massacci A, Prestagiacomo LE, Vecchione A, Ricci A, Sciacchitano S, Salerno G, French D, Aversa I, Cereda C, Fanciulli M, Chiaradonna F, Solito E, Cuda G, Costanzo F, Ciliberto G, Mancini R, Biamonte F. ALDOC- and ENO2- driven glucose metabolism sustains 3D tumor spheroids growth regardless of nutrient environmental conditions: a multi-omics analysis. J Exp Clin Cancer Res 2023; 42:69. [PMID: 36945054 PMCID: PMC10031988 DOI: 10.1186/s13046-023-02641-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 03/07/2023] [Indexed: 03/23/2023] Open
Abstract
BACKGROUND Metastases are the major cause of cancer-related morbidity and mortality. By the time cancer cells detach from their primary site to eventually spread to distant sites, they need to acquire the ability to survive in non-adherent conditions and to proliferate within a new microenvironment in spite of stressing conditions that may severely constrain the metastatic process. In this study, we gained insight into the molecular mechanisms allowing cancer cells to survive and proliferate in an anchorage-independent manner, regardless of both tumor-intrinsic variables and nutrient culture conditions. METHODS 3D spheroids derived from lung adenocarcinoma (LUAD) and breast cancer cells were cultured in either nutrient-rich or -restricted culture conditions. A multi-omics approach, including transcriptomics, proteomics, and metabolomics, was used to explore the molecular changes underlying the transition from 2 to 3D cultures. Small interfering RNA-mediated loss of function assays were used to validate the role of the identified differentially expressed genes and proteins in H460 and HCC827 LUAD as well as in MCF7 and T47D breast cancer cell lines. RESULTS We found that the transition from 2 to 3D cultures of H460 and MCF7 cells is associated with significant changes in the expression of genes and proteins involved in metabolic reprogramming. In particular, we observed that 3D tumor spheroid growth implies the overexpression of ALDOC and ENO2 glycolytic enzymes concomitant with the enhanced consumption of glucose and fructose and the enhanced production of lactate. Transfection with siRNA against both ALDOC and ENO2 determined a significant reduction in lactate production, viability and size of 3D tumor spheroids produced by H460, HCC827, MCF7, and T47D cell lines. CONCLUSIONS Our results show that anchorage-independent survival and growth of cancer cells are supported by changes in genes and proteins that drive glucose metabolism towards an enhanced lactate production. Notably, this finding is valid for all lung and breast cancer cell lines we have analyzed in different nutrient environmental conditions. broader Validation of this mechanism in other cancer cells of different origin will be necessary to broaden the role of ALDOC and ENO2 to other tumor types. Future in vivo studies will be necessary to assess the role of ALDOC and ENO2 in cancer metastasis.
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Affiliation(s)
- Claudia De Vitis
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Anna Martina Battaglia
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Matteo Pallocca
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Gianluca Santamaria
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | | | - Alessandro Sacco
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Francesca De Nicola
- SAFU Laboratory, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Marco Gaspari
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Valentina Salvati
- Preclinical Models and New Therapeutic Agents Unit, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Francesca Ascenzi
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Sara Bruschini
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Antonella Esposito
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Giulia Ricci
- Department of Experimental Medicine, Università Degli Studi Della Campania ''Luigi Vanvitelli'', Naples, Italy
| | - Eleonora Sperandio
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Alice Massacci
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Licia Elvira Prestagiacomo
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Andrea Vecchione
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Alberto Ricci
- Respiratory Unit, Sant'Andrea Hospital, Sapienza University of Rome, Rome, Italy
| | - Salvatore Sciacchitano
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Gerardo Salerno
- Department of Neurosciences, Mental Health and Sensory Organs (NESMOS), Sapienza University of Rome, Rome, Italy
| | - Deborah French
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Ilenia Aversa
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Cristina Cereda
- Genomic and Post-Genomic Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Maurizio Fanciulli
- SAFU Laboratory, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | | | - Egle Solito
- Barts and The London School of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London, E1 2AT, UK
| | - Giovanni Cuda
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Francesco Costanzo
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
- Magna Graecia University of Catanzaro, Interdepartmental Centre of Services, Catanzaro, Italy
| | - Gennaro Ciliberto
- Scientific Director, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Rita Mancini
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy.
| | - Flavia Biamonte
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
- Barts and The London School of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London, E1 2AT, UK
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Payne MC, Ho S, Hashimoto T, Imboden S, Diaz JA, Lee BS, Rupert MJ, Cai NY, Goldstein AS, Lin NYC. Microwell-based flow culture increases viability and restores drug response in prostate cancer spheroids. Biotechnol J 2023:e2200434. [PMID: 36905340 DOI: 10.1002/biot.202200434] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 02/20/2023] [Accepted: 03/02/2023] [Indexed: 03/12/2023]
Abstract
3D cancer spheroids represent a highly promising model for study of cancer progression and therapeutic development. Wide-scale adoption of cancer spheroids, however, remains a challenge due to the lack of control over hypoxic gradients that may cloud the assessment of cell morphology and drug response. Here, we present a Microwell Flow Device (MFD) that generates in-well laminar flow around 3D tissues via repetitive tissue sedimentation. Using a prostate cancer cell line, we demonstrate the spheroids in the MFD exhibit improved cell growth, reduced necrotic core formation, enhanced structural integrity, and downregulated expression of cell stress genes. The flow-cultured spheroids also exhibit an improved sensitivity to chemotherapy with greater transcriptional response. These results demonstrate how fluidic stimuli reveal the cellular phenotype previously masked by severe necrosis. Our platform advances 3D cellular models and enables study into hypoxia modulation, cancer metabolism, and drug screening within pathophysiological conditions.
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Affiliation(s)
- Marie C Payne
- Department of Mechanical & Aerospace Engineering, University of California, Los Angeles, California, USA
| | - SumYat Ho
- Department of Biochemistry, University of California, Los Angeles, California, USA
| | - Takao Hashimoto
- Departments of Molecular, Cell & Developmental Biology and Urology, University of California, Los Angeles, California, USA
| | - Sara Imboden
- Department of Mechanical & Aerospace Engineering, University of California, Los Angeles, California, USA
| | - Johnny A Diaz
- Departments of Molecular, Cell & Developmental Biology and Urology, University of California, Los Angeles, California, USA
| | - Brandon S Lee
- Department of Bioengineering, University of California, Los Angeles, California, USA
| | - Melissa J Rupert
- Department of Bioengineering, University of California, Los Angeles, California, USA
| | - Nathan Y Cai
- Department of Bioengineering, University of California, Los Angeles, California, USA
| | - Andrew S Goldstein
- Departments of Molecular, Cell & Developmental Biology and Urology, University of California, Los Angeles, California, USA
| | - Neil Y C Lin
- Department of Mechanical & Aerospace Engineering, University of California, Los Angeles, California, USA
- Department of Bioengineering, University of California, Los Angeles, California, USA
- Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, California, USA
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Phukhum P, Phetcharaburanin J, Chaleekarn K, Kittirat Y, Kulthawatsiri T, Namwat N, Loilome W, Khuntikeo N, Titapun A, Wangwiwatsin A, Khampitak T, Suksawat M, Klanrit P. The impact of hypoxia and oxidative stress on proteo-metabolomic alterations of 3D cholangiocarcinoma models. Sci Rep 2023; 13:3072. [PMID: 36810897 PMCID: PMC9944917 DOI: 10.1038/s41598-023-30204-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 02/17/2023] [Indexed: 02/24/2023] Open
Abstract
The three-dimensional multicellular spheroid (3D MCS) model has been employed in cholangiocarcinoma research as it generates 3D architecture and includes more physiological relevance with the multicellular arrangement. However, it is also essential to explain the molecular signature in this microenvironment and its structural complexity. The results indicated that poorly differentiated CCA cell lines were unable to form 3D MCS due to the lack of cell adhesion molecules with more mesenchymal marker expression. The well-differentiated CCA and cholangiocyte cell lines were able to develop 3D MCSs with round shapes, smooth perimeter, and cell adhesion molecules that led to the hypoxic and oxidative microenvironment detected. For MMNK-1, KKU-213C, and KKU-213A MCSs, the proteo-metabolomic analysis showed proteins and metabolic products altered compared to 2D cultures, including cell-cell adhesion molecules, energy metabolism-related enzymes and metabolites, and oxidative-related metabolites. Therefore, the 3D MCSs provide different physiological states with different phenotypic signatures compared to 2D cultures. Considering the 3D model mimics more physiological relevance, it might lead to an alternate biochemical pathway, targeting to improve drug sensitivity for CCA treatment.
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Affiliation(s)
- Pimpawadee Phukhum
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Jutarop Phetcharaburanin
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Kwuanjira Chaleekarn
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Yingpinyapat Kittirat
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Thanaporn Kulthawatsiri
- grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Nisana Namwat
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Watcharin Loilome
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Narong Khuntikeo
- grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Attapol Titapun
- grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Arporn Wangwiwatsin
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Tueanjit Khampitak
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Manida Suksawat
- grid.9786.00000 0004 0470 0856Khon Kaen University Phenome Centre, Khon Kaen, 40002 Thailand ,grid.9786.00000 0004 0470 0856Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Poramate Klanrit
- Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand. .,Khon Kaen University Phenome Centre, Khon Kaen, 40002, Thailand. .,Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.
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Osaki T, Sunden Y, Warita K, Okamoto Y. Comparison of Characterization in Two-Dimensional and Three-Dimensional Canine Mammary Gland Tumor Cell Models. Yonago Acta Med 2023; 66:7-18. [PMID: 36811028 PMCID: PMC9937961 DOI: 10.33160/yam.2023.02.002] [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: 10/13/2022] [Accepted: 11/28/2022] [Indexed: 02/21/2023]
Abstract
Background Canine mammary gland tumors can be used as predictive models for human breast cancer. There are several types of microRNAs common in human breast cancer and canine mammary gland tumors. The functions of microRNAs in canine mammary gland tumors are not well understood. Methods We compared the characterization of microRNA expression in two-dimensional and three-dimensional canine mammary gland tumor cell models. We evaluated the differences between two- and three-dimensional cultured canine mammary gland tumor SNP cells by assessing microRNA expression levels, morphology, drug sensitivity, and hypoxia. Results The expression of microRNA-210 in the three-dimensional-SNP cells was 10.19 times higher than that in the two-dimensional-SNP cells. The intracellular concentrations of doxorubicin in the two- and three-dimensional-SNP cells were 0.330 ± 0.013 and 0.290 ± 0.048 nM/mg protein, respectively. The IC50 values of doxorubicin for the two- and three-dimensional-SNP cells were 5.2 and 1.6 μM, respectively. Fluorescence of the hypoxia probe, LOX-1, was observed inside the sphere of three-dimensional-SNP cells without echinomycin but not in two-dimensional-SNP cells. The three-dimensional-SNP cells treated with echinomycin showed weak LOX-1 fluorescence. Conclusion The present study showed a clear difference in microRNA expression levels in cells cultured in a two-dimensional adherent versus a three-dimensional spheroid model.
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Affiliation(s)
- Tomohiro Osaki
- Joint Department of Veterinary Medicine, Faculty of Agriculture, Tottori University, Tottori 680-8553, Japan
| | - Yuji Sunden
- Joint Department of Veterinary Medicine, Faculty of Agriculture, Tottori University, Tottori 680-8553, Japan
| | - Katsuhiko Warita
- Joint Department of Veterinary Medicine, Faculty of Agriculture, Tottori University, Tottori 680-8553, Japan
| | - Yoshiharu Okamoto
- Joint Department of Veterinary Medicine, Faculty of Agriculture, Tottori University, Tottori 680-8553, Japan
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Murphy RJ, Gunasingh G, Haass NK, Simpson MJ. Growth and adaptation mechanisms of tumour spheroids with time-dependent oxygen availability. PLoS Comput Biol 2023; 19:e1010833. [PMID: 36634128 PMCID: PMC9876349 DOI: 10.1371/journal.pcbi.1010833] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 01/25/2023] [Accepted: 12/21/2022] [Indexed: 01/13/2023] Open
Abstract
Tumours are subject to external environmental variability. However, in vitro tumour spheroid experiments, used to understand cancer progression and develop cancer therapies, have been routinely performed for the past fifty years in constant external environments. Furthermore, spheroids are typically grown in ambient atmospheric oxygen (normoxia), whereas most in vivo tumours exist in hypoxic environments. Therefore, there are clear discrepancies between in vitro and in vivo conditions. We explore these discrepancies by combining tools from experimental biology, mathematical modelling, and statistical uncertainty quantification. Focusing on oxygen variability to develop our framework, we reveal key biological mechanisms governing tumour spheroid growth. Growing spheroids in time-dependent conditions, we identify and quantify novel biological adaptation mechanisms, including unexpected necrotic core removal, and transient reversal of the tumour spheroid growth phases.
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Affiliation(s)
- Ryan J. Murphy
- Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
- * E-mail:
| | - Gency Gunasingh
- Frazer Institute, The University of Queensland, Brisbane, Queensland, Australia
| | - Nikolas K. Haass
- Frazer Institute, The University of Queensland, Brisbane, Queensland, Australia
| | - Matthew J. Simpson
- Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
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Rastogi S, Aldosary S, Saeedan AS, Ansari MN, Singh M, Kaithwas G. NF-κB mediated regulation of tumor cell proliferation in hypoxic microenvironment. Front Pharmacol 2023; 14:1108915. [PMID: 36891273 PMCID: PMC9986608 DOI: 10.3389/fphar.2023.1108915] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 02/01/2023] [Indexed: 02/22/2023] Open
Abstract
Hypoxia is caused by a cancer-promoting milieu characterized by persistent inflammation. NF-κB and HIF-1α are critical participants in this transition. Tumor development and maintenance are aided by NF-κB, while cellular proliferation and adaptability to angiogenic signals are aided by HIF-1α. Prolyl hydroxylase-2 (PHD-2) has been hypothesized to be the key oxygen-dependent regulator of HIF-1α and NF-transcriptional B's activity. Without low oxygen levels, HIF-1α is degraded by the proteasome in a process dependent on oxygen and 2-oxoglutarate. As opposed to the normal NF-κB activation route, where NF-κB is deactivated by PHD-2-mediated hydroxylation of IKK, this method actually activates NF-κB. HIF-1α is protected from degradation by proteasomes in hypoxic cells, where it then activates transcription factors involved in cellular metastasis and angiogenesis. The Pasteur phenomenon causes lactate to build up inside the hypoxic cells. As part of a process known as lactate shuttle, MCT-1 and MCT-4 cells help deliver lactate from the blood to neighboring, non-hypoxic tumour cells. Non-hypoxic tumour cells use lactate, which is converted to pyruvate, as fuel for oxidative phosphorylation. OXOPHOS cancer cells are characterized by a metabolic switch from glucose-facilitated oxidative phosphorylation to lactate-facilitated oxidative phosphorylation. Although PHD-2 was found in OXOPHOS cells. There is no clear explanation for the presence of NF-kappa B activity. The accumulation of the competitive inhibitor of 2-oxo-glutarate, pyruvate, in non-hypoxic tumour cells is well established. So, we conclude that PHD-2 is inactive in non-hypoxic tumour cells due to pyruvate-mediated competitive suppression of 2-oxo-glutarate. This results in canonical activation of NF-κB. In non-hypoxic tumour cells, 2-oxoglutarate serves as a limiting factor, rendering PHD-2 inactive. However, FIH prevents HIF-1α from engaging in its transcriptional actions. Using the existing scientific literature, we conclude in this study that NF-κB is the major regulator of tumour cell growth and proliferation via pyruvate-mediated competitive inhibition of PHD-2.
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Affiliation(s)
- Shubham Rastogi
- Department of Pharmaceutical Sciences, School of Biosciences and Biotechnology, Babasaheb Bhimrao Ambedkar University, Lucknow, Uttar Pradesh, India
| | - Sara Aldosary
- Department of Pharmaceutical Sciences, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Abdulaziz S Saeedan
- Department of Pharmacology, College of Pharmacy, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Mohd Nazam Ansari
- Department of Pharmacology, College of Pharmacy, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Manjari Singh
- Department of Pharmaceutical Sciences, Assam Central University, Silchar, India
| | - Gaurav Kaithwas
- Department of Pharmaceutical Sciences, School of Biosciences and Biotechnology, Babasaheb Bhimrao Ambedkar University, Lucknow, Uttar Pradesh, India
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45
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Role of Patient-Derived Models of Cancer in Translational Oncology. Cancers (Basel) 2022; 15:cancers15010139. [PMID: 36612135 PMCID: PMC9817860 DOI: 10.3390/cancers15010139] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/04/2022] [Accepted: 12/22/2022] [Indexed: 12/28/2022] Open
Abstract
Cancer is a heterogeneous disease. Each individual tumor is unique and characterized by structural, cellular, genetic and molecular features. Therefore, patient-derived cancer models are indispensable tools in cancer research and have been actively introduced into the healthcare system. For instance, patient-derived models provide a good reproducibility of susceptibility and resistance of cancer cells against drugs, allowing personalized therapy for patients. In this article, we review the advantages and disadvantages of the following patient-derived models of cancer: (1) PDC-patient-derived cell culture, (2) PDS-patient-derived spheroids and PDO-patient-derived organoids, (3) PDTSC-patient-derived tissue slice cultures, (4) PDX-patient-derived xenografts, humanized PDX, as well as PDXC-PDX-derived cell cultures and PDXO-PDX-derived organoids. We also provide an overview of current clinical investigations and new developments in the area of patient-derived cancer models. Moreover, attention is paid to databases of patient-derived cancer models, which are collected in specialized repositories. We believe that the widespread use of patient-derived cancer models will improve our knowledge in cancer cell biology and contribute to the development of more effective personalized cancer treatment strategies.
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46
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Dashtarzheneh AK, Afrashtehpour A, Ramesh BS, Loizidou M. Harvestable tumour spheroids initiated in a gelatin-carboxymethyl cellulose hydrogel for cancer targeting and imaging with fluorescent gold nanoclusters. IN VITRO MODELS 2022; 1:437-446. [PMID: 39872615 PMCID: PMC11756458 DOI: 10.1007/s44164-022-00033-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 08/11/2022] [Accepted: 08/18/2022] [Indexed: 01/30/2025]
Abstract
Cancer cell spheroids are the simplest 3D in vitro cancer models and have been extensively used for cancer research. More recently, models have been becoming complex, with the introduction of a matrix and non-cancer cell types to mimic specific tumour aspects. However, applying drugs or agents in matrix-embedded cancer spheroids can be problematic. Most matrices can impede and also bind drugs or visualizing agents non-specifically, in the vicinity of the embedded spheroids. This may interfere with imaging or further analysis without breaking apart the 3D model into its constituents. Here, we developed a combined gelatin-carboxymethyl cellulose (G-CMC) hydrogel for initiating cancer spheroids that enabled intact harvesting pre/post treatment for further investigation, such as targeting and imaging. We combined CMC (1.25%) and gelatin (2.5%) at 25 °C and initiated polymerisation after autoclaving (121 °C) to obtain a mechanical strength (sheer stress) of 38 Pas versus 1.28 Pas for CMC alone. These matrix conditions facilitated separation of the spheroids from the G-CMC, using low centrifugation (100 g). We described growth of colorectal and breast cancer spheroids within the G-CMC matrix (with average diameters of 220 mm and 180 μm for representative cell lines HT29 and MCF7 at 10 days, respectively). As the cancer cells express the surface biomarker calreticulin (CRT), we manufactured anti-calreticulin IgG (anti-CRT) conjugated to fluorescent gold nanoclusters (anti-CRT-AuNC) as a probe. We harvested cancer spheroids and incubated live with the nanoclusters. Imaging demonstrated strong binding of CRT-targeted AuNCs compared to control AuNCs. This novel model preserves cancer spheroid integrity upon isolation and is well suited for targeted imaging and drug delivery of cancer in 3D.
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Affiliation(s)
- Ashkan Kamali Dashtarzheneh
- Department of Surgical Biotechnology, Division of Surgery and Interventional Science, University College London, Royal Free Campus, Rowland Hill Street, London, UK
| | - Amir Afrashtehpour
- Department of Surgical Biotechnology, Division of Surgery and Interventional Science, University College London, Royal Free Campus, Rowland Hill Street, London, UK
| | - Bala Subramaniyam Ramesh
- Department of Surgical Biotechnology, Division of Surgery and Interventional Science, University College London, Royal Free Campus, Rowland Hill Street, London, UK
| | - Marilena Loizidou
- Department of Surgical Biotechnology, Division of Surgery and Interventional Science, University College London, Royal Free Campus, Rowland Hill Street, London, UK
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47
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Johnson PA, Menegatti S, Chambers AC, Alibhai D, Collard TJ, Williams AC, Bayley H, Perriman AW. A rapid high throughput bioprinted colorectal cancer spheroid platform for in vitrodrug- and radiation-response. Biofabrication 2022; 15:014103. [PMID: 36321254 DOI: 10.1088/1758-5090/ac999f] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 10/12/2022] [Indexed: 11/07/2022]
Abstract
We describe the development of a high-throughput bioprinted colorectal cancer (CRC) spheroid platform with high levels of automation, information content, and low cell number requirement. This is achieved via the formulation of a hydrogel bioink with a compressive Young's modulus that is commensurate with that of colonic tissue (1-3 kPa), which supports exponential growth of spheroids from a wide range of CRC cell lines. The resulting spheroids display tight cell-cell junctions, bioink matrix-cell interactions and necrotic hypoxic cores. By combining high content light microscopy imaging and processing with rapid multiwell plate bioprinting, dose-response profiles are generated from CRC spheroids challenged with oxaliplatin (OX) and fluorouracil (5FU), as well as radiotherapy. Bioprinted CRC spheroids are shown to exhibit high levels of chemoresistance relative to cell monolayers, and OX was found to be significantly less effective against tumour spheroids than in monolayer culture, when compared to 5FU.
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Affiliation(s)
- Peter A Johnson
- Department of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom
| | - Sara Menegatti
- School of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, United Kingdom
| | - Adam C Chambers
- School of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, United Kingdom
| | - Dominic Alibhai
- Wolfson Bioimaging Facility, University of Bristol, Bristol BS8 1TD, United Kingdom
| | - Tracey J Collard
- School of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, United Kingdom
| | - Ann C Williams
- School of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, United Kingdom
| | - Hagan Bayley
- Department of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom
| | - Adam W Perriman
- School of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, United Kingdom
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48
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Gwisai T, Mirkhani N, Christiansen MG, Nguyen TT, Ling V, Schuerle S. Magnetic torque–driven living microrobots for increased tumor infiltration. Sci Robot 2022; 7:eabo0665. [DOI: 10.1126/scirobotics.abo0665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Biohybrid bacteria–based microrobots are increasingly recognized as promising externally controllable vehicles for targeted cancer therapy. Magnetic fields in particular have been used as a safe means to transfer energy and direct their motion. Thus far, the magnetic control strategies used in this context rely on poorly scalable magnetic field gradients, require active position feedback, or are ill-suited to diffuse distributions within the body. Here, we present a magnetic torque–driven control scheme for enhanced transport through biological barriers that complements the innate taxis toward tumor cores exhibited by a range of bacteria, shown for
Magnetospirillum magneticum
as a magnetically responsive model organism. This hybrid control strategy is readily scalable, independent of position feedback, and applicable to bacterial microrobots dispersed by the circulatory system. We observed a fourfold increase in translocation of magnetically responsive bacteria across a model of the vascular endothelium and found that the primary mechanism driving increased transport is torque-driven surface exploration at the cell interface. Using spheroids as a three-dimensional tumor model, fluorescently labeled bacteria colonized their core regions with up to 21-fold higher signal in samples exposed to rotating magnetic fields. In addition to enhanced transport, we demonstrated that our control scheme offers further advantages, including the possibility for closed-loop optimization based on inductive detection, as well as spatially selective actuation to reduce off-target effects. Last, after systemic intravenous injection in mice, we showed significantly increased bacterial tumor accumulation, supporting the feasibility of deploying this control scheme clinically for magnetically responsive biohybrid microrobots.
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Affiliation(s)
- T. Gwisai
- Department of Health Sciences and Technology, Institute for Translational Medicine, ETH Zürich, 8092 Zürich, Switzerland
| | - N. Mirkhani
- Department of Health Sciences and Technology, Institute for Translational Medicine, ETH Zürich, 8092 Zürich, Switzerland
| | - M. G. Christiansen
- Department of Health Sciences and Technology, Institute for Translational Medicine, ETH Zürich, 8092 Zürich, Switzerland
| | - T. T. Nguyen
- Department of Health Sciences and Technology, Institute for Translational Medicine, ETH Zürich, 8092 Zürich, Switzerland
| | - V. Ling
- Takeda Pharmaceuticals, 40 Landsdowne St., Cambridge, MA 02139, USA
| | - S. Schuerle
- Department of Health Sciences and Technology, Institute for Translational Medicine, ETH Zürich, 8092 Zürich, Switzerland
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49
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Azimian Zavareh V, Rafiee L, Sheikholeslam M, Shariati L, Vaseghi G, Savoji H, Haghjooy Javanmard S. Three-Dimensional in Vitro Models: A Promising Tool To Scale-Up Breast Cancer Research. ACS Biomater Sci Eng 2022; 8:4648-4672. [PMID: 36260561 DOI: 10.1021/acsbiomaterials.2c00277] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Common models used in breast cancer studies, including two-dimensional (2D) cultures and animal models, do not precisely model all aspects of breast tumors. These models do not well simulate the cell-cell and cell-stromal interactions required for normal tumor growth in the body and lake tumor like microenvironment. Three-dimensional (3D) cell culture models are novel approaches to studying breast cancer. They do not have the restrictions of these conventional models and are able to recapitulate the structural architecture, complexity, and specific function of breast tumors and provide similar in vivo responses to therapeutic regimens. These models can be a link between former traditional 2D culture and in vivo models and are necessary for further studies in cancer. This review attempts to summarize the most common 3D in vitro models used in breast cancer studies, including scaffold-free (spheroid and organoid), scaffold-based, and chip-based models, particularly focused on the basic and translational application of these 3D models in drug screening and the tumor microenvironment in breast cancer.
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Affiliation(s)
- Vajihe Azimian Zavareh
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran.,Core Research Facilities (CRF), Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
| | - Laleh Rafiee
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
| | - Mohammadali Sheikholeslam
- Department of Biomaterials, Nanotechnology and Tissue Engineering, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran.,Biosensor Research Center, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
| | - Laleh Shariati
- Department of Biomaterials, Nanotechnology and Tissue Engineering, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran.,Cancer Prevention Research Center, Omid Hospital, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
| | - Golnaz Vaseghi
- Isfahan Cardiovascular Research Center, Isfahan Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
| | - Houman Savoji
- Institute of Biomedical Engineering, Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada.,Research Center, Centre Hospitalier Universitaire Sainte-Justine, Montreal, QC H3T 1C5, Canada.,Montreal TransMedTech Institute, Montreal, QC H3T 1J4, Canada
| | - Shaghayegh Haghjooy Javanmard
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan 81746 73461, Iran
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50
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Allen-Coyle TJ, Niu J, Welsch E, Conlon NT, Garner W, Clynes M, O'Sullivan F, Straubinger RM, Mager DE, Roche S. FOLFIRINOX Pharmacodynamic Interactions in 2D and 3D Pancreatic Cancer Cell Cultures. AAPS J 2022; 24:108. [PMID: 36229752 DOI: 10.1208/s12248-022-00752-8] [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: 06/16/2022] [Accepted: 09/02/2022] [Indexed: 11/24/2022] Open
Abstract
The multi-drug combination regime, FOLFIRINOX, is a standard of care chemotherapeutic therapy for pancreatic cancer patients. However, systematic evaluation of potential pharmacodynamic interactions among multi-drug therapy has not been reported previously. Here, pharmacodynamic interactions of the FOLFIRINOX agents (5-fluorouracil (5-FU), oxaliplatin (Oxa) and SN-38, the active metabolite of irinotecan) were assessed across a panel of primary and established pancreatic cancer cells. Inhibition of cell proliferation was quantified for each drug, alone and in combination, to obtain quantitative, drug-specific interaction parameters and assess the nature of drug interactions. The experimental data were analysed assuming Bliss independent interactions, and nonlinear regression model fitting was conducted in SAS. Estimates of the drug interaction term, psi (ψ), revealed that the Oxa/SN-38 combination appeared synergistic in PANC-1 (ψ = 0.6, 95% CI = 0.4, 0.9) and modestly synergistic, close to additive, in MIAPaCa-2 (ψ = 0.8, 95% CI = 0.6, 1.0) in 2D assays. The triple combination was strongly synergistic in MIAPaCa-2 (ψ = 0.2, 95% CI = 0.1, 0.3) and modestly synergistic/borderline additive in PANC-1 2D (ψ = 0.8, 95% CI = 0.6, 1.0). The triple combination showed antagonistic interactions in the primary PIN-127 and 3D PANC-1 model (ψ > 1). Quantitative pharmacodynamic interactions have not been described for the FOLFIRINOX regimen; this analysis suggests a complex interplay among the three chemotherapeutic agents. Extension of this pharmacodynamic analysis approach to clinical/translational studies of the FOLFIRINOX combination could reveal additional pharmacodynamic interactions and guide further refinement of this regimen to achieve optimal clinical responses.
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Affiliation(s)
- Taylor J Allen-Coyle
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland. .,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.
| | - Jin Niu
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Eva Welsch
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Neil T Conlon
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Weylon Garner
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Martin Clynes
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.,Pancreatic Cancer Research Fund UK (PCRF), London, UK
| | - Finbarr O'Sullivan
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Departments of Pharmacology & Therapeutics, and Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Donald E Mager
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Enhanced Pharmacodynamics, LLC, Buffalo, New York, USA
| | - Sandra Roche
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
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