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Capuani S, Campa-Carranza JN, Hernandez N, Chua CYX, Grattoni A. Modeling of a Bioengineered Immunomodulating Microenvironment for Cell Therapy. Adv Healthc Mater 2024:e2304003. [PMID: 38215451 DOI: 10.1002/adhm.202304003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Indexed: 01/14/2024]
Abstract
Cell delivery and encapsulation platforms are under development for the treatment of Type 1 Diabetes among other diseases. For effective cell engraftment, these platforms require establishing an immune-protected microenvironment as well as adequate vascularization and oxygen supply to meet the metabolic demands of the therapeutic cells. Current platforms rely on 1) immune isolating barriers and indirect vascularization or 2) direct vascularization with local or systemic delivery of immune modulatory molecules. Supported by experimental data, here a broadly applicable predictive computational model capable of recapitulating both encapsulation strategies is developed. The model is employed to comparatively study the oxygen concentration at different levels of vascularization, transplanted cell density, and spatial distribution, as well as with codelivered adjuvant cells. The model is then validated to be predictive of experimental results of oxygen pressure and local and systemic drug biodistribution in a direct vascularization device with local immunosuppressant delivery. The model highlights that dense vascularization can minimize cell hypoxia while allowing for high cell loading density. In contrast, lower levels of vascularization allow for better drug localization reducing systemic dissemination. Overall, it is shown that this model can serve as a valuable tool for the development and optimization of platform technologies for cell encapsulation.
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Affiliation(s)
- Simone Capuani
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX, 77030, USA
- College of Materials Science and Opto-Electronic Technology, University of Chinese Academy of Science (UCAS), Beijing, 100049, China
| | - Jocelyn Nikita Campa-Carranza
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX, 77030, USA
- School of Medicine and Health Sciences, Tecnologico de Monterrey, Monterrey, NL, 64710, Mexico
| | - Nathanael Hernandez
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Corrine Ying Xuan Chua
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Alessandro Grattoni
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX, 77030, USA
- Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, USA
- Department of Radiation Oncology, Houston Methodist Hospital, Houston, TX, 77030, USA
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In Silico Studies to Support Vaccine Development. Pharmaceutics 2023; 15:pharmaceutics15020654. [PMID: 36839975 PMCID: PMC9963741 DOI: 10.3390/pharmaceutics15020654] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/17/2023] Open
Abstract
The progress that has been made in computer science positioned in silico studies as an important and well-recognized methodology in the drug discovery and development process. It has numerous advantages in terms of costs and also plays a huge impact on the way the research is conducted since it can limit the use of animal models leading to more sustainable research. Currently, human trials are already being partly replaced by in silico trials. EMA and FDA are both endorsing these studies and have been providing webinars and guidance to support them. For instance, PBPK modeling studies are being used to gather data on drug interactions with other drugs and are also being used to support clinical and regulatory requirements for the pediatric population, pregnant women, and personalized medicine. This trend evokes the need to understand the role of in silico studies in vaccines, considering the importance that these products achieved during the pandemic and their promising hope in oncology. Vaccines are safer than other current oncology treatments. There is a huge variety of strategies for developing a cancer vaccine, and some of the points that should be considered when designing the vaccine technology are the following: delivery platforms (peptides, lipid-based carriers, polymers, dendritic cells, viral vectors, etc.), adjuvants (to boost and promote inflammation at the delivery site, facilitating immune cell recruitment and activation), choice of the targeted antigen, the timing of vaccination, the manipulation of the tumor environment, and the combination with other treatments that might cause additive or even synergistic anti-tumor effects. These and many other points should be put together to outline the best vaccine design. The aim of this article is to perform a review and comprehensive analysis of the role of in silico studies to support the development of and design of vaccines in the field of oncology and infectious diseases. The authors intend to perform a literature review of all the studies that have been conducted so far in preparing in silico models and methods to support the development of vaccines. From this point, it was possible to conclude that there are few in silico studies on vaccines. Despite this, an overview of how the existing work could support the design of vaccines is described.
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Paez-Mayorga J, Campa-Carranza JN, Capuani S, Hernandez N, Liu HC, Chua CYX, Pons-Faudoa FP, Malgir G, Alvarez B, Niles JA, Argueta LB, Shelton KA, Kezar S, Nehete PN, Berman DM, Willman MA, Li XC, Ricordi C, Nichols JE, Gaber AO, Kenyon NS, Grattoni A. Implantable niche with local immunosuppression for islet allotransplantation achieves type 1 diabetes reversal in rats. Nat Commun 2022; 13:7951. [PMID: 36572684 PMCID: PMC9792517 DOI: 10.1038/s41467-022-35629-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 12/14/2022] [Indexed: 12/27/2022] Open
Abstract
Pancreatic islet transplantation efficacy for type 1 diabetes (T1D) management is limited by hypoxia-related graft attrition and need for systemic immunosuppression. To overcome these challenges, we developed the Neovascularized Implantable Cell Homing and Encapsulation (NICHE) device, which integrates direct vascularization for facile mass transfer and localized immunosuppressant delivery for islet rejection prophylaxis. Here, we investigated NICHE efficacy for allogeneic islet transplantation and long-term diabetes reversal in an immunocompetent, male rat model. We demonstrated that allogeneic islets transplanted within pre-vascularized NICHE were engrafted, revascularized, and functional, reverting diabetes in rats for over 150 days. Notably, we confirmed that localized immunosuppression prevented islet rejection without inducing toxicity or systemic immunosuppression. Moreover, for translatability efforts, we showed NICHE biocompatibility and feasibility of deployment as well as short-term allogeneic islet engraftment in an MHC-mismatched nonhuman primate model. In sum, the NICHE holds promise as a viable approach for safe and effective islet transplantation and long-term T1D management.
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Affiliation(s)
- Jesus Paez-Mayorga
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA ,grid.419886.a0000 0001 2203 4701School of Medicine and Health Sciences, Tecnologico de Monterrey, Monterrey, NL Mexico
| | - Jocelyn Nikita Campa-Carranza
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA ,grid.419886.a0000 0001 2203 4701School of Medicine and Health Sciences, Tecnologico de Monterrey, Monterrey, NL Mexico
| | - Simone Capuani
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA ,grid.410726.60000 0004 1797 8419University of the Chinese Academy of Sciences (UCAS), Shijingshan, Beijing, China
| | - Nathanael Hernandez
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA
| | - Hsuan-Chen Liu
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA
| | - Corrine Ying Xuan Chua
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA
| | - Fernanda Paola Pons-Faudoa
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA
| | - Gulsah Malgir
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA
| | - Bella Alvarez
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA ,grid.419886.a0000 0001 2203 4701School of Medicine and Health Sciences, Tecnologico de Monterrey, Monterrey, NL Mexico
| | - Jean A. Niles
- grid.63368.380000 0004 0445 0041Center for Tissue Engineering, Houston Methodist Research Institute, Houston, TX USA
| | - Lissenya B. Argueta
- grid.63368.380000 0004 0445 0041Center for Tissue Engineering, Houston Methodist Research Institute, Houston, TX USA
| | - Kathryn A. Shelton
- grid.240145.60000 0001 2291 4776Department of Comparative Medicine, Michael E. Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Bastrop, TX USA
| | - Sarah Kezar
- grid.240145.60000 0001 2291 4776Department of Comparative Medicine, Michael E. Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Bastrop, TX USA
| | - Pramod N. Nehete
- grid.240145.60000 0001 2291 4776Department of Comparative Medicine, Michael E. Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Bastrop, TX USA ,grid.267308.80000 0000 9206 2401The University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX USA
| | - Dora M. Berman
- grid.26790.3a0000 0004 1936 8606Diabetes Research Institute, University of Miami, Miami, FL USA ,grid.26790.3a0000 0004 1936 8606Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL USA
| | - Melissa A. Willman
- grid.26790.3a0000 0004 1936 8606Diabetes Research Institute, University of Miami, Miami, FL USA
| | - Xian C. Li
- grid.63368.380000 0004 0445 0041Department of Surgery, Houston Methodist Hospital, Houston, TX USA ,grid.63368.380000 0004 0445 0041Immunobiology and Transplant Science Center, Houston Methodist Hospital, Houston, TX USA
| | - Camillo Ricordi
- grid.26790.3a0000 0004 1936 8606Diabetes Research Institute, University of Miami, Miami, FL USA
| | - Joan E. Nichols
- grid.63368.380000 0004 0445 0041Center for Tissue Engineering, Houston Methodist Research Institute, Houston, TX USA ,grid.63368.380000 0004 0445 0041Department of Surgery, Houston Methodist Hospital, Houston, TX USA
| | - A. Osama Gaber
- grid.63368.380000 0004 0445 0041Department of Surgery, Houston Methodist Hospital, Houston, TX USA
| | - Norma S. Kenyon
- grid.26790.3a0000 0004 1936 8606Diabetes Research Institute, University of Miami, Miami, FL USA ,grid.26790.3a0000 0004 1936 8606Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL USA ,grid.26790.3a0000 0004 1936 8606Department of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL USA ,grid.26790.3a0000 0004 1936 8606Department of Biomedical Engineering, University of Miami, Miami, FL USA ,grid.26790.3a0000 0004 1936 8606Department of Biochemistry and Molecular Biology, University of Miami, Miami, FL USA
| | - Alessandro Grattoni
- grid.63368.380000 0004 0445 0041Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX USA ,grid.63368.380000 0004 0445 0041Department of Surgery, Houston Methodist Hospital, Houston, TX USA ,grid.26790.3a0000 0004 1936 8606Department of Biochemistry and Molecular Biology, University of Miami, Miami, FL USA ,grid.63368.380000 0004 0445 0041Department of Radiation Oncology, Houston Methodist Hospital, Houston, TX USA
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