1
|
Ippolito A, Wang H, Zhang Y, Vakil V, Bazzazi H, Popel AS. Eliciting the antitumor immune response with a conditionally activated PD-L1 targeting antibody analyzed with a quantitative systems pharmacology model. CPT Pharmacometrics Syst Pharmacol 2024; 13:93-105. [PMID: 38058278 PMCID: PMC10787208 DOI: 10.1002/psp4.13060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 09/11/2023] [Accepted: 09/20/2023] [Indexed: 12/08/2023] Open
Abstract
Conditionally activated molecules, such as Probody therapeutics (PbTx), have recently been investigated to improve antitumoral response while reducing systemic toxicity. PbTx are engineered to be proteolytically activated by proteases that are preferentially active locally in the tumor microenvironment (TME). Here, we perform an exploratory study using our recently published quantitative systems pharmacology model, previously validated for other drugs, to evaluate the effectiveness and targeting specificity of an anti-PD-L1 PbTx compared to the non-modified antibody. We have informed the model using the PbTx dynamics and pharmacokinetics published in the literature for anti-PD-L1 in patients with triple-negative breast cancer (TNBC). Our results suggest masking of the antibody slightly decreases its efficacy, while increasing the localization of active therapeutic component in the TME. We also perform a parameter optimization for the PbTx design and drug dosing regimens to maximize the response rate. Although our results are specific to the case of TNBC, our findings are generalizable to any conditionally activated PbTx molecule in solid tumors and suggest that design of a highly effective and selective PbTx is feasible.
Collapse
Affiliation(s)
- Alberto Ippolito
- Department of Biomedical EngineeringJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Hanwen Wang
- Department of Biomedical EngineeringJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Yu Zhang
- Department of Biomedical EngineeringJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Vahideh Vakil
- Clinical and Quantitative PharmacologyCytomX Therapeutics, Inc.South San FranciscoCaliforniaUSA
| | - Hojjat Bazzazi
- Clinical and Quantitative PharmacologyCytomX Therapeutics, Inc.South San FranciscoCaliforniaUSA
- Present address:
Moderna TherapeuticsCambridgeMAUSA
| | - Aleksander S. Popel
- Department of Biomedical EngineeringJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- Department of Oncology, and the Sidney Kimmel Comprehensive Cancer CenterJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| |
Collapse
|
2
|
Zhang Y, Popel AS, Bazzazi H. Combining Multikinase Tyrosine Kinase Inhibitors Targeting the Vascular Endothelial Growth Factor and Cluster of Differentiation 47 Signaling Pathways Is Predicted to Increase the Efficacy of Antiangiogenic Combination Therapies. ACS Pharmacol Transl Sci 2023; 6:710-726. [PMID: 37200806 PMCID: PMC10186363 DOI: 10.1021/acsptsci.3c00008] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Indexed: 05/20/2023]
Abstract
Angiogenesis is a critical step in tumor growth, development, and invasion. Nascent tumor cells secrete vascular endothelial growth factor (VEGF) that significantly remodels the tumor microenvironment through interaction with multiple receptors on vascular endothelial cells, including type 2 VEGF receptor (VEGFR2). The complex pathways initiated by VEGF binding to VEGFR2 lead to enhanced proliferation, survival, and motility of vascular endothelial cells and formation of a new vascular network, enabling tumor growth. Antiangiogenic therapies that inhibit VEGF signaling pathways were among the first drugs that targeted stroma rather than tumor cells. Despite improvements in progression-free survival and higher response rates relative to chemotherapy in some types of solid tumors, the impact on overall survival (OS) has been limited, with the majority of tumors eventually relapsing due to resistance or activation of alternate angiogenic pathways. Here, we developed a molecularly detailed computational model of endothelial cell signaling and angiogenesis-driven tumor growth to investigate combination therapies targeting different nodes of the endothelial VEGF/VEGFR2 signaling pathway. Simulations predicted a strong threshold-like behavior in extracellular signal-regulated kinases 1/2 (ERK1/2) activation relative to phosphorylated VEGFR2 levels, as continuous inhibition of at least 95% of receptors was necessary to abrogate phosphorylated ERK1/2 (pERK1/2). Combinations with mitogen-activated protein kinase/ERK kinase (MEK) and spingosine-1-phosphate inhibitors were found to be effective in overcoming the ERK1/2 activation threshold and abolishing activation of the pathway. Modeling results also identified a mechanism of resistance whereby tumor cells could reduce pERK1/2 sensitivity to inhibitors of VEGFR2 by upregulation of Raf, MEK, and sphingosine kinase 1 (SphK1), thus highlighting the need for deeper investigation of the dynamics of the crosstalk between VEGFR2 and SphK1 pathways. Inhibition of VEGFR2 phosphorylation was found to be more effective at blocking protein kinase B, also known as AKT, activation; however, to effectively abolish AKT activation, simulations identified Axl autophosphorylation or the Src kinase domain as potent targets. Simulations also supported activating cluster of differentiation 47 (CD47) on endothelial cells as an effective combination partner with tyrosine kinase inhibitors to inhibit angiogenesis signaling and tumor growth. Virtual patient simulations supported the effectiveness of CD47 agonism in combination with inhibitors of VEGFR2 and SphK1 pathways. Overall, the rule-based system model developed here provides new insights, generates novel hypothesis, and makes predictions regarding combinations that may enhance the OS with currently approved antiangiogenic therapies.
Collapse
Affiliation(s)
- Yu Zhang
- Department of Biomedical Engineering, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Aleksander S. Popel
- Department of Biomedical Engineering, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Hojjat Bazzazi
- Department of Biomedical Engineering, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| |
Collapse
|
3
|
Carideo Cunniff E, Sato Y, Mai D, Appleman VA, Iwasaki S, Kolev V, Matsuda A, Shi J, Mochizuki M, Yoshikawa M, Huang J, Shen L, Haridas S, Shinde V, Gemski C, Roberts ER, Ghasemi O, Bazzazi H, Menon S, Traore T, Shi P, Thelen TD, Conlon J, Abu-Yousif AO, Arendt C, Shaw MH, Okaniwa M. TAK-676: A Novel Stimulator of Interferon Genes (STING) Agonist Promoting Durable IFN-dependent Antitumor Immunity in Preclinical Studies. Cancer Res Commun 2022; 2:489-502. [PMID: 36923556 PMCID: PMC10010323 DOI: 10.1158/2767-9764.crc-21-0161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/30/2022] [Accepted: 05/20/2022] [Indexed: 11/16/2022]
Abstract
Oncology therapies targeting the immune system have improved patient outcomes across a wide range of tumor types, but resistance due to an inadequate T-cell response in a suppressive tumor microenvironment (TME) remains a significant problem. New therapies that activate an innate immune response and relieve this suppression may be beneficial to overcome this hurdle. TAK-676 is a synthetic novel stimulator of interferon genes (STING) agonist designed for intravenous administration. Here we demonstrate that TAK-676 dose-dependently triggers activation of the STING signaling pathway and activation of type I interferons. Furthermore, we show that TAK-676 is a highly potent modulator of both the innate and adaptive immune system and that it promotes the activation of dendritic cells, natural killer cells, and T cells in preclinical models. In syngeneic murine tumor models in vivo, TAK-676 induces dose-dependent cytokine responses and increases the activation and proliferation of immune cells within the TME and tumor-associated lymphoid tissue. We also demonstrate that TAK-676 dosing results in significant STING-dependent antitumor activity, including complete regressions and durable memory T-cell immunity. We show that TAK-676 is well tolerated, exhibits dose-proportional pharmacokinetics in plasma, and exhibits higher exposure in tumor. The intravenous administration of TAK-676 provides potential treatment benefit in a broad range of tumor types. Further study of TAK-676 in first-in-human phase I trials is ongoing. Significance TAK-676 is a novel systemic STING agonist demonstrating robust activation of innate and adaptive immune activity resulting in durable antitumor responses within multiple syngeneic tumor models. Clinical investigation of TAK-676 is ongoing.
Collapse
Affiliation(s)
| | - Yosuke Sato
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Doanh Mai
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Vicky A Appleman
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Shinji Iwasaki
- Takeda Pharmaceutical Company, Ltd., Fujisawa, Kanagawa, Japan
| | - Vihren Kolev
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Atsushi Matsuda
- Takeda Pharmaceutical Company, Ltd., Fujisawa, Kanagawa, Japan
| | - Judy Shi
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | | | | | - Jian Huang
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Luhua Shen
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Satyajeet Haridas
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Vaishali Shinde
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Chris Gemski
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Emily R Roberts
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Omid Ghasemi
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Hojjat Bazzazi
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Saurabh Menon
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Tary Traore
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Pu Shi
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Tennille D Thelen
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Joseph Conlon
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Adnan O Abu-Yousif
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Christopher Arendt
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Michael H Shaw
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| | - Masanori Okaniwa
- Takeda Development Center Americas, Inc. (TDCA), Lexington, Massachusetts
| |
Collapse
|
4
|
Bazzazi H, Shahraz A. A mechanistic systems pharmacology modeling platform to investigate the effect of PD-L1 expression heterogeneity and dynamics on the efficacy of PD-1 and PD-L1 blocking antibodies in cancer. J Theor Biol 2021; 522:110697. [PMID: 33794288 DOI: 10.1016/j.jtbi.2021.110697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 12/14/2020] [Accepted: 03/22/2021] [Indexed: 11/19/2022]
Abstract
Tumors have developed multitude of ways to evade immune response and suppress cytotoxic T cells. Programed cell death protein 1 (PD-1) and programed cell death ligand 1 (PD-L1) are immune checkpoints that when activated, rapidly inactivate the cytolytic activity of T cells. Expression heterogeneity of PD-L1 and the surface receptor dynamics of both PD-1 and PD-L1 may be important parameters in modulating the immune response. PD-L1 is expressed on both tumor and non-tumor immune cells and this differential expression reflects different aspects of anti-tumor immunity. Here, we developed a mechanistic computational model to investigate the role of PD-1 and PD-L1 dynamics in modulating the efficacy of PD-1 and PD-L1 blocking antibodies. Our model incorporates immunological synapse restricted interaction of PD-1 and PD-L1, basal parameters for receptor dynamics, and T cell interaction with tumor and non-tumor immune cells. Simulations predict the existence of a threshold in PD-1 expression above which there is no efficacy for both anti-PD-1 and anti-PD-L1. Model also predicts that anti-tumor response is more sensitive to PD-L1 expression on non-tumor immune cells than tumor cells. New combination strategies are suggested that may enhance efficacy in resistant cases such as combining anti-PD-1 with a low dose of anti-PD-L1 or with inhibitors of PD-L1 recycling and synthesis. Another combination strategy suggested by the model is the combination of anti-PD-1 and anti-PD-L1 with enhancers of PD-L1 degradation rate. Virtual patients are then generated to test specific biomarkers of response. Intriguing predictions that emerge from the virtual patient simulations are that PD-1 blocking antibody results in higher response rate than PD-L1 blockade and that PD-L1 expression density on non-tumor immune cells rather than tumor cells is a predictor of response.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Millenium Pharmaceuticals, a wholly-owned subsidiary of Takeda Pharmaceuticals, Cambridge, MA, United States.
| | - Azar Shahraz
- Simulations Plus Inc., Lancaster, CA, United States
| |
Collapse
|
5
|
Bottino D, Liu R, Bazzazi H, Venkatakrishnan K. Quantitative Translation in Immuno-Oncology Research and Development. Clin Pharmacol Ther 2020; 108:430-433. [PMID: 32645203 PMCID: PMC7485139 DOI: 10.1002/cpt.1936] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 06/03/2020] [Indexed: 11/06/2022]
Affiliation(s)
- Dean Bottino
- Millennium Pharmaceuticals, a totally owned subsidiary of Takeda Pharmaceuticals Limited, Cambridge, Massachusetts, USA
| | - Rachael Liu
- Millennium Pharmaceuticals, a totally owned subsidiary of Takeda Pharmaceuticals Limited, Cambridge, Massachusetts, USA
| | - Hojjat Bazzazi
- Millennium Pharmaceuticals, a totally owned subsidiary of Takeda Pharmaceuticals Limited, Cambridge, Massachusetts, USA
| | | |
Collapse
|
6
|
Zhang Y, Bazzazi H, Lima E Silva R, Pandey NB, Green JJ, Campochiaro PA, Popel AS. Three-Dimensional Transport Model for Intravitreal and Suprachoroidal Drug Injection. Invest Ophthalmol Vis Sci 2019; 59:5266-5276. [PMID: 30383198 PMCID: PMC6207998 DOI: 10.1167/iovs.17-23632] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Purpose Quantitative understanding of the transport of therapeutic macromolecules following intraocular injections is critical for the design of efficient strategies in treating eye diseases, such as neovascular (wet) age-related macular degeneration (AMD) and macular edema (ME). Antiangiogenic treatments, such as neutralizing antibodies against VEGF or recently characterized antiangiogenic peptides, have shown promise in slowing disease progression. Methods We developed a comprehensive three-dimensional (3D) transport model for intraocular injections using published data on drug distribution in rabbit eyes following intravitreal and suprachoroidal (SC) injection of sodium fluorescein (SF), bevacizumab, and ranibizumab. The model then was applied to evaluate the distribution of small molecules and antiangiogenic proteins following intravitreal and SC injections in human eyes. Results The model predicts that intravitreally administered molecules are substantially mixed within the vitreous following injection, and that the long-term behavior of the injected drug does not depend on the initial mixing. Ocular pharmacokinetics of different drugs is sensitive to different clearance mechanisms. Effective retinal drug delivery is impacted by RPE permeability. For VEGF antibody, intravitreal injection provides sustained delivery to the retina, whereas SC injection provides more efficient, but short-lived, retinal delivery for smaller-sized molecules. Long-term suppression of neovascularization through SC administration of antiangiogenic drugs necessitates frequent injection or sustained delivery, such as microparticle-based delivery of antiangiogenic peptides. Conclusions A comprehensive 3D model for intravitreal and SC drug injection is developed to provide a framework and platform for testing drug delivery routes and sustained delivery devices for new and existing drugs.
Collapse
Affiliation(s)
- Yu Zhang
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Hojjat Bazzazi
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Raquel Lima E Silva
- Wilmer Eye Institute, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Niranjan B Pandey
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Jordan J Green
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States.,Wilmer Eye Institute, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Peter A Campochiaro
- Wilmer Eye Institute, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| | - Aleksander S Popel
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States
| |
Collapse
|
7
|
Bazzazi H, Zhang Y, Jafarnejad M, Popel AS. Computational modeling of synergistic interaction between αVβ3 integrin and VEGFR2 in endothelial cells: Implications for the mechanism of action of angiogenesis-modulating integrin-binding peptides. J Theor Biol 2018; 455:212-221. [PMID: 30036530 DOI: 10.1016/j.jtbi.2018.06.029] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 06/13/2018] [Accepted: 06/25/2018] [Indexed: 01/06/2023]
Abstract
Cooperation between VEGFR2 and integrin αVβ3 is critical for neovascularization in wound healing, cardiovascular ischemic diseases, ocular diseases, and tumor angiogenesis. In the present study, we developed a rule-based computational model to investigate the potential mechanism by which the Src-induced integrin association with VEGFR2 enhances VEGFR2 activation. Simulations demonstrated that the main function of integrin is to reduce the degradation of VEGFR2 and hence stabilize the activation signal. In addition, receptor synthesis rate and recruitment from internal compartment were found to be sensitive determinants of the activation state of VEGFR2. The model was then applied to simulate the effect of integrin-binding peptides such as tumstatin and cilengitide on VEGFR2 signaling. Further, computational modeling proposed potential molecular mechanisms for the angiogenesis-modulating activity of other integrin-binding peptides. The model highlights the complexity of the crosstalk between αVβ3 integrin and VEGFR2 and the necessity of utilizing models to elucidate potential mechanisms in angiogenesis-modulating peptide therapy.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, United States
| | - Yu Zhang
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, United States.
| | - Mohammad Jafarnejad
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, United States
| | - Aleksander S Popel
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, United States
| |
Collapse
|
8
|
Bazzazi H, Zhang Y, Jafarnejad M, Isenberg JS, Annex BH, Popel AS. Computer Simulation of TSP1 Inhibition of VEGF-Akt-eNOS: An Angiogenesis Triple Threat. Front Physiol 2018; 9:644. [PMID: 29899706 PMCID: PMC5988849 DOI: 10.3389/fphys.2018.00644] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 05/11/2018] [Indexed: 01/08/2023] Open
Abstract
The matricellular protein thrombospondin-1 (TSP1) is a potent inhibitor of angiogenesis. Specifically, TSP1 has been experimentally shown to inhibit signaling downstream of vascular endothelial growth factor (VEGF). The molecular mechanism of this inhibition is not entirely clear. We developed a detailed computational model of VEGF signaling to Akt-endothelial nitric oxide synthase (eNOS) to investigate the quantitative molecular mechanism of TSP1 inhibition. The model demonstrated that TSP1 acceleration of VEGFR2 degradation is sufficient to explain the inhibition of VEGFR2 and eNOS phosphorylation. However, Akt inhibition requires TSP1-induced phosphatase recruitment to VEGFR2. The model was then utilized to test various strategies for the rescue of VEGF signaling to Akt and eNOS. Inhibiting TSP1 was predicted to be not as effective as CD47 depletion in rescuing signaling to Akt. The model further predicts that combination strategy involving depletion of CD47 and inhibition of TSP1 binding to CD47 is necessary for effective recovery of signaling to eNOS. In all, computational modeling offers insight to molecular mechanisms involving TSP1 interaction with VEGF signaling and provides strategies for rescuing angiogenesis by targeting TSP1-CD47 axis.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Yu Zhang
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Mohammad Jafarnejad
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Jeffrey S Isenberg
- Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, United States.,Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Brian H Annex
- Division of Cardiovascular Medicine, Department of Medicine, Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA, United States
| | - Aleksander S Popel
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| |
Collapse
|
9
|
Bressler EM, Kim J, Shmueli RB, Mirando AC, Bazzazi H, Lee E, Popel AS, Pandey NB, Green JJ. Biomimetic peptide display from a polymeric nanoparticle surface for targeting and antitumor activity to human triple-negative breast cancer cells. J Biomed Mater Res A 2018; 106:1753-1764. [PMID: 29424479 DOI: 10.1002/jbm.a.36360] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 01/25/2018] [Accepted: 02/01/2018] [Indexed: 11/10/2022]
Abstract
While poly(lactic-co-glycolic acid)-block-polyethylene glycol (PLGA-PEG) nanoparticles (NPs) can encapsulate drug cargos and prolong circulation times, they show nonspecific accumulation in off-target tissues. Targeted delivery of drugs to tumor tissue and tumor vasculature is a promising approach for treating solid tumors while enhancing specificity and reducing systemic toxicity. AXT050, a collagen-IV derived peptide with both antitumor and antiangiogenic properties, is shown to bind to tumor-associated integrins with high affinity, which leads to targeted accumulation in tumor tissue. AXT050 conjugated to PLGA-PEG NPs at precisely controlled surface density functions both as a targeting agent to human tumor cells and demonstrates potential for simultaneous antitumorigenic and antiangiogenic activity. These targeted NPs cause inhibition of adhesion and proliferation in vitro when added to human triple-negative breast cancer cells and microvascular endothelial cells through binding to integrin αV β3 . Furthermore, we find an in vivo biphasic relationship between tumor targeting and surface coating density of NPs coated with AXT050. NPs with an intermediate level of 10% peptide surface coating show approximately twofold greater accumulation in tumors and lower accumulation in the liver compared to nontargeted PLGA-PEG NPs in a murine biodistribution model. Display of biomimetic peptides from NP surfaces to both target and inhibit cancer cells has the potential to enhance the activity of cancer nanomedicines. © 2018 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 106A: 1753-1764, 2018.
Collapse
Affiliation(s)
| | - Jayoung Kim
- Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Translational Tissue Engineering Cancer, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Ron B Shmueli
- AsclepiX Therapeutics, Baltimore, Maryland, 21218.,Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Translational Tissue Engineering Cancer, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Adam C Mirando
- Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Hojjat Bazzazi
- Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Esak Lee
- Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Aleksander S Popel
- AsclepiX Therapeutics, Baltimore, Maryland, 21218.,Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Department of Oncology and the Sidney Kimmel Comprehensive Cancer, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Niranjan B Pandey
- AsclepiX Therapeutics, Baltimore, Maryland, 21218.,Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| | - Jordan J Green
- AsclepiX Therapeutics, Baltimore, Maryland, 21218.,Department of Biomedical Engineering and Institute for NanoBioTechnology, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Translational Tissue Engineering Cancer, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Department of Oncology and the Sidney Kimmel Comprehensive Cancer, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231.,Departments of Ophthalmology, Neurosurgery, Materials Science and Engineering, Chemical and Biomolecular Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, 21231.,Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, Maryland, 21231
| |
Collapse
|
10
|
Bazzazi H, Isenberg JS, Popel AS. Corrigendum: Inhibition of VEGFR2 Activation and Its Downstream Signaling to ERK1/2 and Calcium by Thrombospondin-1 (TSP1): In silico Investigation. Front Physiol 2017; 8:147. [PMID: 28275355 PMCID: PMC5339272 DOI: 10.3389/fphys.2017.00147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Accepted: 02/24/2017] [Indexed: 11/24/2022] Open
Affiliation(s)
- Hojjat Bazzazi
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University Baltimore, MD, USA
| | - Jeffrey S Isenberg
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Heart, Lung, Blood, and Vascular Medicine Institute, University of Pittsburgh Pittsburgh, PA, USA
| | - Aleksander S Popel
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University Baltimore, MD, USA
| |
Collapse
|
11
|
Bazzazi H, Isenberg JS, Popel AS. Inhibition of VEGFR2 Activation and Its Downstream Signaling to ERK1/2 and Calcium by Thrombospondin-1 (TSP1): In silico Investigation. Front Physiol 2017; 8:48. [PMID: 28220078 PMCID: PMC5292565 DOI: 10.3389/fphys.2017.00048] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [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: 09/08/2016] [Accepted: 01/17/2017] [Indexed: 12/13/2022] Open
Abstract
VEGF signaling through VEGFR2 is a central regulator of the angiogenic response. Inhibition of VEGF signaling by the stress-induced matricellular protein TSP1 plays a role in modulating the angiogenic response to VEGF in both health and disease. TSP1 binding to CD47 inhibits VEGFR2 activation. The full implications of this inhibitory interaction are unknown. We developed a detailed rule-based computational model to inquire if TSP1-CD47 signaling through VEGF had downstream effects upon ERK1/2 and calcium. Our Simulations suggest that enhanced degradation of VEGFR2 initiated by the binding of TSP1 to CD47 is sufficient to explain the inhibition of VEGFR2 phosphorylation, calcium elevation, and ERK1/2 activation downstream of VEGF. A complementary mechanism involving the recruitment of phosphatases to the VEGFR2 complex with consequent increase in the rate of receptor dephosphorylation may augment the inhibition of the VEGF signal. The model was then utilized to simulate the effect of inhibiting external TSP1 or the depletion of CD47 as potential therapeutic strategies in restoring VEGF signaling. Results suggest that depleting CD47 is a more efficient strategy in inhibiting the effects of TSP1/CD47 on VEGF signaling. Our results highlight the utility of in silico investigations in elucidating and clarifying molecular mechanisms at the intersection of TSP1 and VEGF biology and in differentiating between competing pro-angiogenic therapeutic strategies relevant to peripheral arterial disease (PAD) and wound healing.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University Baltimore, MD, USA
| | - Jeffery S Isenberg
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Heart, Lung, Blood, and Vascular Medicine Institute, University of Pittsburgh Pittsburgh, PA, USA
| | - Aleksander S Popel
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University Baltimore, MD, USA
| |
Collapse
|
12
|
Ben-Johny M, Dick IE, Sang L, Limpitikul WB, Kang PW, Niu J, Banerjee R, Yang W, Babich JS, Issa JB, Lee SR, Namkung H, Li J, Zhang M, Yang PS, Bazzazi H, Adams PJ, Joshi-Mukherjee R, Yue DN, Yue DT. Towards a Unified Theory of Calmodulin Regulation (Calmodulation) of Voltage-Gated Calcium and Sodium Channels. Curr Mol Pharmacol 2016; 8:188-205. [PMID: 25966688 DOI: 10.2174/1874467208666150507110359] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 01/29/2015] [Accepted: 04/20/2015] [Indexed: 12/13/2022]
Abstract
Voltage-gated Na and Ca(2+) channels represent two major ion channel families that enable myriad biological functions including the generation of action potentials and the coupling of electrical and chemical signaling in cells. Calmodulin regulation (calmodulation) of these ion channels comprises a vital feedback mechanism with distinct physiological implications. Though long-sought, a shared understanding of the channel families remained elusive for two decades as the functional manifestations and the structural underpinnings of this modulation often appeared to diverge. Here, we review recent advancements in the understanding of calmodulation of Ca(2+) and Na channels that suggest a remarkable similarity in their regulatory scheme. This interrelation between the two channel families now paves the way towards a unified mechanistic framework to understand vital calmodulin-dependent feedback and offers shared principles to approach related channelopathic diseases. An exciting era of synergistic study now looms.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - David T Yue
- Department of Biomedical Engineering, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, USA.
| |
Collapse
|
13
|
Bazzazi H, Sang L, Dick IE, Joshi-Mukherjee R, Yang W, Yue DT. Novel fluorescence resonance energy transfer-based reporter reveals differential calcineurin activation in neonatal and adult cardiomyocytes. J Physiol 2015; 593:3865-84. [PMID: 26096996 DOI: 10.1113/jp270510] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Accepted: 06/16/2015] [Indexed: 12/26/2022] Open
Abstract
Novel fluorescence resonance energy transfer-based genetically encoded reporters of calcineurin are constructed by fusing the two subunits of calcineurin with P2A-based linkers retaining the expected native conformation of calcineurin. Calcineurin reporters display robust responses to calcium transients in HEK293 cells. The sensor responses are correlated with NFATc1 translocation dynamics in HEK293 cells. The sensors are uniformly distributed in neonatal myocytes and respond efficiently to single electrically evoked calcium transients and show cumulative activation at frequencies of 0.5 and 1 Hz. In adult myocytes, the calcineurin sensors appear to be localized to the cardiac z-lines, and respond to cumulative calcium transients at frequencies of 0.5 and 1 Hz. The phosphatase calcineurin is a central component of many calcium signalling pathways, relaying calcium signals from the plasma membrane to the nucleus. It has critical functions in a multitude of systems, including immune, cardiac and neuronal. Given the widespread importance of calcineurin in both normal and pathological conditions, new tools that elucidate the spatiotemporal dynamics of calcineurin activity would be invaluable. Here we develop two separate genetically encoded fluorescence resonance energy transfer (FRET)-based sensors of calcineurin activation, DuoCaN and UniCaN. Both sensors showcase a large dynamic range and rapid response kinetics, differing primarily in the linker structure between the FRET pairs. Both sensors were calibrated in HEK293 cells and their responses correlated well with NFAT translocation to the nucleus, validating the biological relevance of the sensor readout. The sensors were subsequently expressed in neonatal rat ventricular myocytes and acutely isolated adult guinea pig ventricular myocytes. Both sensors demonstrated robust responses in myocytes and revealed kinetic differences in calcineurin activation during changes in pacing rate for neonatal versus adult myocytes. Finally, mathematical modelling combined with quantitative FRET measurements provided novel insights into the kinetics and integration of calcineurin activation in response to myocyte Ca transients. In all, DuoCaN and UniCaN stand as valuable new tools for understanding the role of calcineurin in normal and pathological signalling.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Departments of Biomedical Engineering and Neuroscience, Centre for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lingjie Sang
- Departments of Biomedical Engineering and Neuroscience, Centre for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ivy E Dick
- Departments of Biomedical Engineering and Neuroscience, Centre for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rosy Joshi-Mukherjee
- Departments of Biomedical Engineering and Neuroscience, Centre for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Wanjun Yang
- Departments of Biomedical Engineering and Neuroscience, Centre for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | |
Collapse
|
14
|
Bazzazi H, Ben Johny M, Adams PJ, Soong TW, Yue DT. Continuously tunable Ca(2+) regulation of RNA-edited CaV1.3 channels. Cell Rep 2013; 5:367-77. [PMID: 24120865 DOI: 10.1016/j.celrep.2013.09.006] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2013] [Revised: 08/02/2013] [Accepted: 09/05/2013] [Indexed: 11/18/2022] Open
Abstract
CaV1.3 ion channels are dominant Ca(2+) portals into pacemaking neurons, residing at the epicenter of brain rhythmicity and neurodegeneration. Negative Ca(2+) feedback regulation of CaV1.3 channels (CDI) is therefore critical for Ca(2+) homeostasis. Intriguingly, nearly half the CaV1.3 transcripts in the brain are RNA edited to reduce CDI and influence oscillatory activity. It is then mechanistically remarkable that this editing occurs precisely within an IQ domain, whose interaction with Ca(2+)-bound calmodulin (Ca(2+)/CaM) is believed to induce CDI. Here, we sought the mechanism underlying the altered CDI of edited channels. Unexpectedly, editing failed to attenuate Ca(2+)/CaM binding. Instead, editing weakened the prebinding of Ca(2+)-free CaM (apoCaM) to channels, which proves essential for CDI. Thus, editing might render CDI continuously tunable by fluctuations in ambient CaM, a prominent effect we substantiate in substantia nigral neurons. This adjustability of Ca(2+) regulation by CaM now looms as a key element of CNS Ca(2+) homeostasis.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Calcium Signals Laboratory, Departments of Biomedical Engineering and Neuroscience, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, USA
| | | | | | | | | |
Collapse
|
15
|
Bazzazi H, Sang L, Yue DT. FRET-Based Genetically Encoded Sensor of Calcineurin Activation. Biophys J 2013. [DOI: 10.1016/j.bpj.2012.11.2930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
|
16
|
Ben Johny M, Yang PS, Bazzazi H, Yue DT. Dynamic switching of calmodulin interactions underlies Ca2+ regulation of CaV1.3 channels. Nat Commun 2013; 4:1717. [PMID: 23591884 PMCID: PMC3856249 DOI: 10.1038/ncomms2727] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Accepted: 03/08/2013] [Indexed: 11/30/2022] Open
Abstract
Calmodulin regulation of CaV channels is a prominent Ca(2+) feedback mechanism orchestrating vital adjustments of Ca(2+) entry. The long-held structural correlation of this regulation has been Ca(2+)-bound calmodulin, complexed alone with an IQ domain on the channel carboxy terminus. Here, however, systematic alanine mutagenesis of the entire carboxyl tail of an L-type CaV1.3 channel casts doubt on this paradigm. To identify the actual molecular states underlying channel regulation, we develop a structure-function approach relating the strength of regulation to the affinity of underlying calmodulin/channel interactions, by a Langmuir relation (individually transformed Langmuir analysis). Accordingly, we uncover frank exchange of Ca(2+)-calmodulin to interfaces beyond the IQ domain, initiating substantial rearrangements of the calmodulin/channel complex. The N-lobe of Ca(2+)-calmodulin binds an N-terminal spatial Ca(2+) transforming element module on the channel amino terminus, whereas the C-lobe binds an EF-hand region upstream of the IQ domain. This system of structural plasticity furnishes a next-generation blueprint for CaV channel modulation.
Collapse
Affiliation(s)
- Manu Ben Johny
- Calcium Signals Laboratory, Departments of Biomedical Engineering and Neuroscience, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, voice: (410) 955-0078, fax: (410) 614-8269,
| | - Philemon S. Yang
- Calcium Signals Laboratory, Departments of Biomedical Engineering and Neuroscience, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, voice: (410) 955-0078, fax: (410) 614-8269,
| | - Hojjat Bazzazi
- Calcium Signals Laboratory, Departments of Biomedical Engineering and Neuroscience, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, voice: (410) 955-0078, fax: (410) 614-8269,
| | - David T. Yue
- Calcium Signals Laboratory, Departments of Biomedical Engineering and Neuroscience, The Johns Hopkins University School of Medicine, Ross Building, Room 713, 720 Rutland Avenue, Baltimore, MD 21205, voice: (410) 955-0078, fax: (410) 614-8269,
| |
Collapse
|
17
|
Sang L, Bazzazi H, Johny MB, Yue DT. Resolving the Grip of the Distal Carboxy Tail on the Proximal Calmodulatory Region of CaV Channels. Biophys J 2012. [DOI: 10.1016/j.bpj.2011.11.701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
|
18
|
Adams PJ, Dick IE, Johny MB, Bazzazi H, Yang PS, Yue DT. The Distal Carboxy Tail (DCT) of CaV1.4 Modulates More than Ca2+/CaM-Dependent Inactivation (CDI). Biophys J 2012. [DOI: 10.1016/j.bpj.2011.11.2366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
|
19
|
|
20
|
MacCannell KA, Bazzazi H, Chilton L, Shibukawa Y, Clark RB, Giles WR. A mathematical model of electrotonic interactions between ventricular myocytes and fibroblasts. Biophys J 2007; 92:4121-32. [PMID: 17307821 PMCID: PMC1868994 DOI: 10.1529/biophysj.106.101410] [Citation(s) in RCA: 155] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Functional intercellular coupling has been demonstrated among networks of cardiac fibroblasts, as well as between fibroblasts and atrial or ventricular myocytes. In this study, the consequences of these interactions were examined by implementing the ten Tusscher model of the human ventricular action potential, and coupling it to our electrophysiological models for mammalian ventricular fibroblasts. Our simulations reveal significant electrophysiological consequences of coupling between 1 and 4 fibroblasts to a single ventricular myocyte. These include alterations in plateau height and/or action potential duration (APD) and changes in underlying ionic currents. Two series of simulations were carried out. First, fibroblasts were modeled as a spherical cell with a capacitance of 6.3 pF and an ohmic membrane resistance of 10.7 G Omega. When these "passive" fibroblasts were coupled to a myocyte, they caused slight prolongation of APD with no changes in the plateau, threshold for firing, or rate of initial depolarization. In contrast, when the same myocyte-fibroblast complexes were modeled after addition of the time- and voltage-gated K(+) currents that are expressed in fibroblasts, much more pronounced effects were observed: the plateau height of the action potential was reduced and the APD shortened significantly. In addition, each fibroblast exhibited significant electrotonic depolarizations in response to each myocyte action potential and the resting potential of the fibroblasts closely approximated the resting potential of the coupled ventricular myocyte.
Collapse
Affiliation(s)
- K Andrew MacCannell
- Department of Physiology and Biophysics, Faculty of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | | | | | | | | |
Collapse
|
21
|
Bazzazi H, Clark RB, Giles WR. Mathematical Simulations of the Effects of Altered AMP-Kinase Activity on INa and the Action Potential in Rat Ventricle. J Cardiovasc Electrophysiol 2006; 17 Suppl 1:S162-S168. [PMID: 16686674 DOI: 10.1111/j.1540-8167.2006.00402.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Alterations in the activity of a so-called "metabolic switch" enzyme, adenosine monophosphate-activated protein kinase (AMP kinase), in mammalian heart contribute to the conduction abnormalities and rhythm disturbances in the settings of Wolff-Parkinson-White syndrome and ventricular pre-excitation. A recent study by Light et al. has shown that augmented AMP kinase activity can alter the biophysical properties of mammalian cardiac sodium currents. These experiments involved an electrophysiological analysis following heterologous expression of human Na(v)1.5 in tsA201 cells. Constitutive activation of AMP kinase followed by co-transfection caused: (i) a hyperpolarizing shift in the activation curve for I(Na), (ii) a small change in the voltage dependence of steady-state inactivation, and (iii) a significant slowing in the rate of inactivation of I(Na). METHODS AND RESULTS We have attempted to simulate these results using our mathematical model of the membrane action potential of the adult rat ventricular myocyte. The changes in I(Na) produced by AMP kinase activation and/or overexpression can be reconstructed mathematically by altering two rate constants in a Markovian model that governs the I(Na) kinetics. Simulated macroscopic I(Na) records in which a fraction (10-100%) of the Na(+) channels had the appropriate rate constants for two state-dependent transitions increased by a factor of 100-fold exhibited: (i) slowed inactivation, (ii) a shift in steady-state activation to more hyperpolarized membrane potentials, and (iii) a very small change in the voltage dependence of steady-state inactivation. SUMMARY Thus, straightforward modifications of a previously published kinetic scheme for the time and voltage dependence of mammalian heart I(Na), when incorporated into a mathematical model for the rat ventricular action potential can reproduce the main features of these AMP kinase-induced modifications in I(Na) in mammalian ventricle. Ongoing mathematical simulations are directed toward developing formulations that mimic the molecular mechanisms for the AMP kinase effects, e.g., changes in the kinetics of I(Na) resulting from selective phosphorylation/dephosphorylation of sites on the alpha or beta subunits which comprise human Na(v)1.5. Thereafter, incorporation of these changes into a mathematical model for the action potential of the human ventricular myocyte is planned.
Collapse
Affiliation(s)
- H Bazzazi
- Department of Physiology and Biophysics, University of Calgary, Calgary, Alberta, Canada
| | | | | |
Collapse
|
22
|
Jones PP, Bazzazi H, Kargacin GJ, Colyer J. Inhibition of cAMP-dependent protein kinase under conditions occurring in the cardiac dyad during a Ca2+ transient. Biophys J 2006; 91:433-43. [PMID: 16632511 PMCID: PMC1483070 DOI: 10.1529/biophysj.106.083931] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The space between the t-tubule invagination and the sarcoplasmic reticulum (SR) membrane, the dyad, in ventricular myocytes has been predicted to experience very high [Ca2+] for short periods of time during a Ca2+ transient. The dyadic space accommodates many protein kinases responsible for the regulation of Ca2+ handling proteins of the cell. We show in vitro that cAMP-dependent protein kinase (PKA) is inhibited by high [Ca2+] through a shift in the ratio of CaATP/MgATP toward CaATP. We further generate a three-dimensional mathematical model of Ca2+ and ATP diffusion within dyad. We use this model to predict the extent to which PKA would be inhibited by an increased CaATP/MgATP ratio during a Ca2+ transient in the dyad in vivo. Our results suggest that under normal physiological conditions a myocyte paced at 1 Hz would experience up to 55% inhibition of PKA within the cardiac dyad, with inhibition averaging 5% throughout the transient, an effect which becomes more pronounced as the myocyte contractile frequency increases (at 7 Hz, PKA inhibition averages 28% across the dyad throughout the duration of a Ca2+ transient).
Collapse
Affiliation(s)
- Peter P Jones
- Institute of Membrane and Systems Biology, University of Leeds, Leeds LS2 9JT, United Kingdom.
| | | | | | | |
Collapse
|
23
|
Ward CA, Bazzazi H, Clark RB, Nygren A, Giles WR. Actions of emigrated neutrophils on Na+ and K+ currents in rat ventricular myocytes. Progress in Biophysics and Molecular Biology 2006; 90:249-69. [PMID: 16165196 DOI: 10.1016/j.pbiomolbio.2005.07.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Interactions between neutrophils and the ventricular myocardium can contribute to tissue injury, contractile dysfunction and generation of arrhythmias in acute cardiac inflammation. Many of the molecular events responsible for neutrophil adhesion to ventricular myocytes are well defined; in contrast, the resulting electrophysiological effects and changes in excitation-contraction coupling have not been studied in detail. In the present experiments, rat ventricular myocytes were superfused with either circulating or emigrated neutrophils and whole-cell currents and action potential waveforms were recorded using the nystatin-perforated patch method. Almost immediately after adhering to ventricular myocytes, emigrated neutrophils caused a depolarization of the resting membrane potential and a marked prolongation of myocyte action potential. Voltage clamp experiments demonstrated that following neutrophil adhesion, there was (i) a slowing of the inactivation of a TTX-sensitive Na(+) current, and (ii) a decrease in an inwardly rectifying K(+) current. One cytotoxic effect of neutrophils appears to be initiated by enhanced Na(+) entry into the myocytes. Thus, manoeuvres that precluded activation of Na(+) channels, for example holding the membrane potential at -80 mV, significantly increased the time to cell death or prevented contracture entirely. A mathematical model for the action potential of rat ventricular myocytes has been modified and then utilized to integrate these findings. These simulations demonstrate the marked effects of (50-fold) slowing of the inactivation of 2-4% of the available Na(+) channels on action potential duration and the corresponding intracellular Ca(2+) transient. In ongoing studies using this combination of approaches, are providing significant new insights into some of the fundamental processes that modulate myocyte damage in acute inflammation.
Collapse
Affiliation(s)
- C A Ward
- Department of Physiology, Queens University, Kingston, Ont., Canada
| | | | | | | | | |
Collapse
|
24
|
Skinner FK, Bazzazi H, Campbell SA. Two-cell to N-cell heterogeneous, inhibitory networks: precise linking of multistable and coherent properties. J Comput Neurosci 2005; 18:343-52. [PMID: 15830170 DOI: 10.1007/s10827-005-0331-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2004] [Revised: 12/21/2004] [Accepted: 01/05/2004] [Indexed: 11/26/2022]
Abstract
Inhibitory networks are now recognized as being the controllers of several brain rhythms. However, experimental work with inhibitory cells is technically difficult not only because of their smaller percentage of the neuronal population, but also because of their diverse properties. As such, inhibitory network models with tight links to the experimental data are needed to understand their contributions to population rhythms. However, mathematical analyses of network models with more than two cells is challenging when the cellular models involve biophysical details. We use bifurcation analyses and simulations to show that two-cell analyses can quantitatively predict N-cell (N = 20, 50, 100) network dynamics for heterogeneous, inhibitory networks. Interestingly, multistable states in the two-cell system are manifest as different and distinct coherent network patterns in the N-cell networks for the same parameter sets.
Collapse
Affiliation(s)
- F K Skinner
- Toronto Western Research Institute, University Health Network, Dept. of Medicine, Toronto, Ontario, Canada.
| | | | | |
Collapse
|
25
|
Abstract
The microenvironment between the plasma membrane and the near-membrane sarcoplasmic reticulum (SR) may play an important role in Ca(2+) regulation in smooth muscle cells. We used a three-dimensional mathematical model of Ca(2+) diffusion and regulation and experimental measurements of SR Ca(2+) uptake and the distribution of the SR in isolated smooth muscle cells to predict the extent that the near-membrane SR could load Ca(2+) after the opening of single plasma membrane Ca(2+) channels. We also modeled the effect of SR uptake on 1), single-channel Ca(2+) transients in the near-membrane space; 2), the association of Ca(2+) with Ca(2+) buffers in this space; and 3), the amount of Ca(2+) reaching the central cytoplasm of the cell. Our results indicate that, although single-channel Ca(2+) transients could increase SR Ca(2+) to a certain extent, SR Ca(2+) uptake is not rapid enough to greatly affect the magnitude of these transients or their spread to the central cytoplasm unless the Ca(2+) uptake rate of the peripheral SR is an order-of-magnitude higher than the mean rate derived from our experiments. Immunofluorescence imaging, however, did not reveal obvious differences in the density of SR Ca(2+) pumps or phospholamban between the peripheral and central SR in smooth muscle cells.
Collapse
Affiliation(s)
- Hojjat Bazzazi
- Department of Physiology and Biophysics, University of Calgary, Calgary, Alberta, Canada
| | | | | |
Collapse
|
26
|
Oprea A, Bazzazi H, Kangarloo B, Wolff JE. The kinetics and mechanisms of the reaction of Mesna with cisplatin, oxiplatin and carboplatin. Anticancer Res 2001; 21:1225-9. [PMID: 11396168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
BACKGROUND Mesna is a sulfohydrate administered as a supportive drug in conjunction with oxazaphosphorines to prevent bladder toxicity from metabolites. When oxazaphosphorines are given simultaneously with platinum drugs, Mesna binds with platinum drugs as well. Previously we showed in cell culture, that Mesna reduces the efficacy of some platinum drugs. Here we elucidate the chemical reaction mechanism. MATERIAL AND METHODS Cisplatin, Carboplatin and a novel platinum agent Oxiplatin were incubated with Mesna and the rate of disappearance of Mesna was measured, using an oxidation/reduction reaction between MTT and Mesna. RESULTS All three platinum agents reacted with Mesna, but the chemical details differed largely. The molar ratios were 3:1, 2:1, and 1:1 for the reactions of Mesna with Oxiplatin, Cisplatin, and Carboplatin, respectively. The speed of the reaction followed a similar pattern, being fastest for Oxiplatin and slowest for Carboplatin. CONCLUSION When considering the pharmacokinetics of Mesna and these platinum compounds and their reactivity, it appears unlikely that the reaction of Mesna with Carboplatin will become clinically relevant, while Cisplatin, might react with Mesna in patient serum.
Collapse
Affiliation(s)
- A Oprea
- Cancer Biology Research Group, University of Calgary, Faculty of Medicine, Southern Alberta Cancer Research Centre, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | | | | | | |
Collapse
|