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Kothadiya S, Cutshaw G, Uthaman S, Hassan N, Sahoo DK, Wickham H, Quam E, Allenspach K, Mochel JP, Bardhan R. Cisplatin-Induced Metabolic Responses Measured with Raman Spectroscopy in Cancer Cells, Spheroids, and Canine-Derived Organoids. ACS APPLIED MATERIALS & INTERFACES 2024; 16:50267-50281. [PMID: 39284013 DOI: 10.1021/acsami.4c08629] [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: 09/28/2024]
Abstract
Ex vivo assessment of drug response with conventional cell viability assays remains the standard practice for guiding initial therapeutic choices. However, such ensemble approaches fail to capture heterogeneities in treatment response and cannot identify early markers of response. Here, we leverage Raman spectroscopy (RS) as an accurate, low-cost, extraction-free, and label-free approach to track metabolic changes in cancer cells, spheroids, and organoids in response to cisplatin treatment. We identified 12 statistically significant metabolites in cells and 19 metabolites in spheroids and organoids as a function of depth. We show that the cisplatin treatment of 4T1 cells and spheroids results in a shift in metabolite levels; metabolites including nucleic acids such as DNA, 783 cm-1 with p = 0.00021 for cells; p = 0.02173 for spheroids, major amino acids such as threonine, 1338 cm-1 with p = 0.00045 for cells; p = 0.01022 for spheroids, proteins such as amide III, 1248 cm-1 with p = 0.00606 for cells; p = 0.00511 for spheroids serve as early predictors of response. Our RS findings were also applicable to canine-derived organoids, showing spatial variations in metabolic changes as a function of organoid depth in response to cisplatin. Further, the metabolic pathways such as tricarboxylic acid (TCA)/citric acid cycle and glyoxylate and dicarboxylate metabolism that drive drug response showed significant differences based on organoid depth, replicating the heterogeneous treatment response seen in solid tumors where there is a difference from the periphery to the tumor core. Our study showcases the versatility of RS as a predictive tool for treatment response applicable from cells to organotypic cultures, that has the potential to decrease animal burden and readout time for preclinical drug efficacy.
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Affiliation(s)
- Siddhant Kothadiya
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- Nanovaccine Institute, Iowa State University, Ames, Iowa 50012, United States
| | - Gabriel Cutshaw
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- Nanovaccine Institute, Iowa State University, Ames, Iowa 50012, United States
| | - Saji Uthaman
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- Nanovaccine Institute, Iowa State University, Ames, Iowa 50012, United States
| | - Nora Hassan
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- Nanovaccine Institute, Iowa State University, Ames, Iowa 50012, United States
| | - Dipak Kumar Sahoo
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Iowa State University, Ames, Iowa 50011, United States
| | - Hannah Wickham
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Iowa State University, Ames, Iowa 50011, United States
| | - Elizabeth Quam
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
| | - Karin Allenspach
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Iowa State University, Ames, Iowa 50011, United States
- Department of Pathology, Precision One Health Initiative, University of Georgia, Athens, Georgia 30602, United States
| | - Jonathan P Mochel
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Iowa State University, Ames, Iowa 50011, United States
- Department of Pathology, Precision One Health Initiative, University of Georgia, Athens, Georgia 30602, United States
| | - Rizia Bardhan
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- Nanovaccine Institute, Iowa State University, Ames, Iowa 50012, United States
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Abstract
AbstractThe multidisciplinary research field of bioprinting combines additive manufacturing, biology and material sciences to create bioconstructs with three-dimensional architectures mimicking natural living tissues. The high interest in the possibility of reproducing biological tissues and organs is further boosted by the ever-increasing need for personalized medicine, thus allowing bioprinting to establish itself in the field of biomedical research, and attracting extensive research efforts from companies, universities, and research institutes alike. In this context, this paper proposes a scientometric analysis and critical review of the current literature and the industrial landscape of bioprinting to provide a clear overview of its fast-changing and complex position. The scientific literature and patenting results for 2000–2020 are reviewed and critically analyzed by retrieving 9314 scientific papers and 309 international patents in order to draw a picture of the scientific and industrial landscape in terms of top research countries, institutions, journals, authors and topics, and identifying the technology hubs worldwide. This review paper thus offers a guide to researchers interested in this field or to those who simply want to understand the emerging trends in additive manufacturing and 3D bioprinting.
Graphic abstract
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Saleh F, Harb A, Soudani N, Zaraket H. A three-dimensional A549 cell culture model to study respiratory syncytial virus infections. J Infect Public Health 2020; 13:1142-1147. [PMID: 32360024 PMCID: PMC7190299 DOI: 10.1016/j.jiph.2020.03.011] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 03/10/2020] [Accepted: 03/16/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Respiratory syncytial virus (RSV) is a primary cause of morbidity and mortality worldwide, affecting infants, young children, and immune-compromised patients; however, currently no vaccine is available for prevention of RSV infections. The overwhelming majority of our knowledge of how RSV causes infection is based upon studies that have been carried out using traditional 2D methods, with cells cultured on flat plastic dishes. Although these simplified culture systems are essential to gain an insight into the fundamentals of host-pathogen interactions, cells in 2D are not exposed to the same conditions as cells in 3D tissues in the body and are therefore a poor representation of thein vivo microenvironment. In this study, we aim to develop the first 3D culture model for RSV infection using A549 cells to test its utility for RSV pathogenesis. METHODS To generate spheroids, A549 cells were cultured using ultra-low attachment plates to generate 25 × 103 cell spheroids. The viability of the spheroids was assessed by trypan blue exclusion assay and flow cytometry showing prominent live cells throughout the spheroids confirming high viability over seven days of incubation. RESULTS Immunostaining of A549 spheroids inoculated with RSV, showed time-dependent dissemination of the viral antigen RSV-F within the spheroid, resulting in syncytia formation and a 3-fold increase in mucin secretion compared to the uninfected cells. Additionally, RSV successfully replicated in the spheroids producing infectious virus as early as day one post-inoculation and was sustained for up to 7 days post-inoculation. CONCLUSIONS Results show that A549 spheroids are susceptible and permissive for RSV since they exhibit the characteristics of RSV infection including syncytia formation and mucin overexpression, suggesting that A549 spheroids can be used a promising model for studying RSV in vitro.
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Affiliation(s)
- Fatima Saleh
- Department of Medical Laboratory Sciences, Faculty of Health Sciences, Beirut Arab University, Lebanon
| | - Aya Harb
- Faculty of Medicine, Department of Experimental Pathology, Immunology & Microbiology, American University of Beirut, Beirut, Lebanon
| | - Nadia Soudani
- Faculty of Medicine, Department of Experimental Pathology, Immunology & Microbiology, American University of Beirut, Beirut, Lebanon; Faculty of Medicine, Center for Infectious Diseases Research, American University of Beirut, Beirut, Lebanon; Doctoral School of Sciences and Technology, Research Platform for Environmental Science (PRASE), Faculty of Sciences, Lebanese University, Lebanon
| | - Hassan Zaraket
- Faculty of Medicine, Department of Experimental Pathology, Immunology & Microbiology, American University of Beirut, Beirut, Lebanon; Faculty of Medicine, Center for Infectious Diseases Research, American University of Beirut, Beirut, Lebanon.
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Prendergast ME, Burdick JA. Recent Advances in Enabling Technologies in 3D Printing for Precision Medicine. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2020; 32:e1902516. [PMID: 31512289 DOI: 10.1002/adma.201902516] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 06/28/2019] [Indexed: 06/10/2023]
Abstract
Advances in areas such as data analytics, genomics, and imaging have revealed individual patient complexities and exposed the inherent limitations of generic therapies for patient treatment. These observations have also fueled the development of precision medicine approaches, where therapies are tailored for the individual rather than the broad patient population. 3D printing is a field that intersects with precision medicine through the design of precision implants with patient-directed shapes, structures, and materials or for the development of patient-specific in vitro models that can be used for screening precision therapeutics. Toward their success, advances in 3D printing and biofabrication technologies are needed with enhanced resolution, complexity, reproducibility, and speed and that encompass a broad range of cells and materials. The overall goal of this progress report is to highlight recent advances in 3D printing technologies that are helping to enable advances important in precision medicine.
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Affiliation(s)
- Margaret E Prendergast
- Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, 19104, PA, USA
| | - Jason A Burdick
- Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, 19104, PA, USA
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