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Habbit NL, Anbiah B, Suresh J, Anderson L, Davies ML, Hassani I, Ghosh TM, Greene MW, Prabhakarpandian B, Arnold RD, Lipke EA. Ratiometric Inclusion of Fibroblasts Promotes Both Castration-Resistant and Androgen-Dependent Tumorigenic Progression in Engineered Prostate Cancer Tissues. Adv Healthc Mater 2023; 12:e2301139. [PMID: 37450342 DOI: 10.1002/adhm.202301139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/30/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023]
Abstract
To investigate the ratiometric role of fibroblasts in prostate cancer (PCa) progression, this work establishes a matrix-inclusive, 3D engineered prostate cancer tissue (EPCaT) model that enables direct coculture of neuroendocrine-variant castration-resistant (CPRC-ne) or androgen-dependent (ADPC) PCa cells with tumor-supporting stromal cell types. Results show that the inclusion of fibroblasts within CRPC-ne and ADPC EPCaTs drives PCa aggression through significant matrix remodeling and increased proliferative cell populations. Interestingly, this is observed to a much greater degree in EPCaTs formed with a small number of fibroblasts relative to the number of PCa cells. Fibroblast coculture also results in ADPC behavior more similar to the aggressive CRPC-ne condition, suggesting fibroblasts play a role in elevating PCa disease state and may contribute to the ADPC to CRPC-ne switch. Bulk transcriptomic analyses additionally elucidate fibroblast-driven enrichment of hallmark gene sets associated with tumorigenic progression. Finally, the EPCaT model clinical relevancy is probed through a comparison to the Cancer Genome Atlas (TCGA) PCa patient cohort; notably, similar gene set enrichment is observed between EPCaT models and the patient primary tumor transcriptome. Taken together, study results demonstrate the potential of the EPCaT model to serve as a PCa-mimetic tool in future therapeutic development efforts.
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Affiliation(s)
- Nicole L Habbit
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Benjamin Anbiah
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Joshita Suresh
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Luke Anderson
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Megan L Davies
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Iman Hassani
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
| | - Taraswi M Ghosh
- Department of Drug Discovery and Development, Harrison College of Pharmacy, Auburn University, 720 So. Donahue Dr., Pharmaceutical Research Building, Auburn, AL, 36849, USA
| | - Michael W Greene
- Department of Nutritional Sciences, College of Human Sciences, Auburn University, 210 Spidle Hall, Auburn, AL, 36849, USA
| | | | - Robert D Arnold
- Department of Drug Discovery and Development, Harrison College of Pharmacy, Auburn University, 720 So. Donahue Dr., Pharmaceutical Research Building, Auburn, AL, 36849, USA
| | - Elizabeth A Lipke
- Department of Chemical Engineering, Samuel Ginn College of Engineering, Auburn University, 212 Ross Hall, Auburn, AL, 36849, USA
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Heninger E, Kosoff D, Rodems TS, Sethakorn N, Singh A, Gungurthi H, Carlson KN, Yang B, Gilsdorf C, Pasch CA, Deming DA, Ellis L, Beebe DJ, Jarrard DF, Lang JM. Live cell molecular analysis of primary prostate cancer organoids identifies persistent androgen receptor signaling. Med Oncol 2021; 38:135. [PMID: 34581895 PMCID: PMC8478748 DOI: 10.1007/s12032-021-01582-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 09/12/2021] [Indexed: 11/29/2022]
Abstract
Prostate Cancer (PC) is a disease with remarkable tumor heterogeneity that often manifests in significant intra-patient variability with regards to clinical outcomes and treatment response. Commonly available PC cell lines do not accurately reflect the complexity of this disease and there is critical need for development of new models to recapitulate the intricate hierarchy of tumor pathogenesis. In current study, we established ex vivo primary patient-derived cancer organoid (PDCO) cultures from prostatectomy specimens of patients with locally advanced PC. We then performed a comprehensive multi-parameter characterization of the cellular composition utilizing a novel approach for live-cell staining and direct imaging in the integrated microfluidic Stacks device. Using orthogonal flow cytometry analysis, we demonstrate that primary PDCOs maintain distinct subsets of epithelial cells throughout culture and that these cells conserve expression of androgen receptor (AR)-related elements. Furthermore, to confirm the tumor-origin of the PDCOs we have analyzed the expression of PC-associated epigenetic biomarkers including promoter methylation of the GSTP1, RASSF1 and APC and RARb genes by employing a novel microfluidic rare-event screening protocol. These results demonstrate that this ex vivo PDCO model recapitulates the complexity of the epithelial tumor microenvironment of multifocal PC using orthogonal analyses. Furthermore, we propose to leverage the Stacks microfluidic device as a high-throughput, translational platform to interrogate phenotypic and molecular endpoints with the capacity to incorporate a complex tumor microenvironment.
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Affiliation(s)
- Erika Heninger
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - David Kosoff
- Department of Medicine, University of Wisconsin, Madison, 1111 Highland Ave., Madison, WI, 53705, USA
| | - Tamara S Rodems
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Nan Sethakorn
- Department of Medicine, University of Wisconsin, Madison, 1111 Highland Ave., Madison, WI, 53705, USA
| | - Anupama Singh
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Harshitha Gungurthi
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Kristin N Carlson
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Bing Yang
- Department of Urology, 1111 Highland Ave., Madison, WI, 53705, USA
| | - Cole Gilsdorf
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Cheri A Pasch
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA
| | - Dustin A Deming
- Department of Medicine, University of Wisconsin, Madison, 1111 Highland Ave., Madison, WI, 53705, USA
| | - Leigh Ellis
- Division of Medical Oncology, Department of Medicine, Cedars-Sinai Medical Center, Samuel Oschin Comprehensive Cancer Institute, 8700 Beverly Blvd, Los Angeles, CA, 90048, USA
| | - David J Beebe
- Department of Pathology and Laboratory Medicine, 1111 Highland Ave., Madison, WI, 53705, USA
| | - David F Jarrard
- Department of Urology, 1111 Highland Ave., Madison, WI, 53705, USA
| | - Joshua M Lang
- University of Wisconsin Carbone Cancer Center, 1111 Highland Ave., Madison, USA. .,Department of Medicine, University of Wisconsin, Madison, 1111 Highland Ave., Madison, WI, 53705, USA. .,Wisconsin Institutes for Medical Research, Rm 7151, 1111 Highland Ave., Madison, WI, 53705, USA.
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