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Siemons M, Schroyen B, Darville N, Goyal N. Role of Modeling and Simulation in Preclinical and Clinical Long-Acting Injectable Drug Development. AAPS J 2023; 25:99. [PMID: 37848754 DOI: 10.1208/s12248-023-00864-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/28/2023] [Indexed: 10/19/2023] Open
Abstract
Innovations in the field of long-acting injectable drug development are increasingly being reported. More advanced in vitro and in vivo characterization can improve our understanding of the injection space and aid in describing the long-acting injectable (LAI) drug's behavior at the injection site more mechanistically. These innovations may enable unlocking the potential of employing a model-based framework in the LAI preclinical and clinical space. This review provides a brief overview of the LAI development process before delving deeper into the current status of modeling and simulation approaches in characterizing the preclinical and clinical LAI pharmacokinetics, focused on aqueous crystalline suspensions. A closer look is provided on in vitro release methods, available biopharmaceutical models and reported in vitro/in vivo correlations (IVIVCs) that may advance LAI drug development. The overview allows identifying the opportunities for use of model-informed drug development approaches and potential gaps where further research may be most warranted. Continued investment in improving our understanding of LAI PK across species through translational approaches may facilitate the future development of LAI drug products.
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Affiliation(s)
- Maxime Siemons
- Janssen R&D, Johnson & Johnson, Turnhoutseweg 30, Beerse, Belgium.
| | - Bram Schroyen
- Janssen R&D, Johnson & Johnson, Turnhoutseweg 30, Beerse, Belgium
| | - Nicolas Darville
- Janssen R&D, Johnson & Johnson, Turnhoutseweg 30, Beerse, Belgium
| | - Navin Goyal
- Janssen R&D, Johnson & Johnson, Turnhoutseweg 30, Beerse, Belgium
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2
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Bauer A, Berben P, Chakravarthi SS, Chattorraj S, Garg A, Gourdon B, Heimbach T, Huang Y, Morrison C, Mundhra D, Palaparthy R, Saha P, Siemons M, Shaik NA, Shi Y, Shum S, Thakral NK, Urva S, Vargo R, Koganti VR, Barrett SE. Current State and Opportunities with Long-acting Injectables: Industry Perspectives from the Innovation and Quality Consortium "Long-Acting Injectables" Working Group. Pharm Res 2023; 40:1601-1631. [PMID: 36811809 DOI: 10.1007/s11095-022-03391-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/06/2022] [Indexed: 02/24/2023]
Abstract
Long-acting injectable (LAI) formulations can provide several advantages over the more traditional oral formulation as drug product opportunities. LAI formulations can achieve sustained drug release for extended periods of time, which results in less frequent dosing requirements leading to higher patient adherence and more optimal therapeutic outcomes. This review article will provide an industry perspective on the development and associated challenges of long-acting injectable formulations. The LAIs described herein include polymer-based formulations, oil-based formulations, and crystalline drug suspensions. The review discusses manufacturing processes, including quality controls, considerations of the Active Pharmaceutical Ingredient (API), biopharmaceutical properties and clinical requirements pertaining to LAI technology selection, and characterization of LAIs through in vitro, in vivo and in silico approaches. Lastly, the article includes a discussion around the current lack of suitable compendial and biorelevant in vitro models for the evaluation of LAIs and its subsequent impact on LAI product development and approval.
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Affiliation(s)
- Andrea Bauer
- Sunovion Pharmaceuticals, Marlborough, MA, 01752, USA
| | | | | | | | - Ashish Garg
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | - Ye Huang
- AbbVie Inc., North Chicago, IL, 60064, USA
| | | | | | | | - Pratik Saha
- GlaxoSmithKline, Collegeville, PA, 19426, USA
| | - Maxime Siemons
- Janssen R&D, a Division of Janssen Pharmaceutica NV, Beerse, Belgium
| | | | - Yi Shi
- AbbVie Inc., North Chicago, IL, 60064, USA
| | - Sara Shum
- Takeda Development Center Americas, Inc., Cambridge, MA, 02139, USA
| | | | - Shweta Urva
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Ryan Vargo
- Merck & Co., Inc., Rahway, NJ, 07065, USA
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3
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Nucleation kinetics-based solvent selection for the liquid antisolvent crystallization of a lipophilic intermediate. J Mol Liq 2023. [DOI: 10.1016/j.molliq.2023.121306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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4
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Nguyen VTT, Darville N, Vermeulen A. Pharmacokinetics of Long-Acting Aqueous Nano-/Microsuspensions After Intramuscular Administration in Different Animal Species and Humans-a Review. AAPS J 2022; 25:4. [PMID: 36456852 DOI: 10.1208/s12248-022-00771-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/21/2022] [Indexed: 12/04/2022] Open
Abstract
Formulating aqueous suspensions is an attractive strategy to incorporate poorly water-soluble drugs, where the drug release can be tailored to maintain desired release profiles of several weeks to months after parenteral (i.e., intramuscular or subcutaneous) administration. A sustained drug release can be desirable to combat chronic diseases by overcoming pill fatigue of a daily oral intake, hence, improving patient compliance. Although the marketed aqueous suspensions for intramuscular injection efficiently relieve the daily pill burden in chronic diseases, the exact drug release mechanisms remain to be fully unraveled. The in vivo drug release and subsequent absorption to the systemic circulation are influenced by a plethora of variables, resulting in a complex in vivo behavior of aqueous suspensions after intramuscular administration. A better understanding of the factors influencing the in vivo performance of aqueous suspensions could advance their drug development. An overview of the potential influential variables on the drug release after intramuscular injection of aqueous suspensions is provided with, where possible, available pharmacokinetic parameters in humans or other species derived from literature, patents, and clinical trials. These variables can be categorized into drug substance and formulation properties, administration site properties, and the host response towards drug particles. Based on the findings, the most critical factors are particle size, dose level, stabilizing excipient, drug lipophilicity, gender, body mass index, and host response.
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Affiliation(s)
- Vy Thi Thanh Nguyen
- Ghent University, Laboratory of Medical Biochemistry and Clinical Analysis, Faculty of Pharmaceutical Sciences, Ottergemsesteenweg 460, B-9000, Ghent, Belgium.
| | - Nicolas Darville
- Pharmaceutical Product Development & Supply, Janssen Pharmaceutica NV, Turnhoutseweg 30, B-2340, Beerse, Antwerp, Belgium
| | - An Vermeulen
- Ghent University, Laboratory of Medical Biochemistry and Clinical Analysis, Faculty of Pharmaceutical Sciences, Ottergemsesteenweg 460, B-9000, Ghent, Belgium
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Hugo Silva M, Kumar A, Hodnett BK, Tajber L, Holm R, Hudson SP. Impact of Excipients and Seeding on the Solid-State Form Transformation of Indomethacin during Liquid Antisolvent Precipitation. CRYSTAL GROWTH & DESIGN 2022; 22:6056-6069. [PMID: 36217420 PMCID: PMC9542716 DOI: 10.1021/acs.cgd.2c00678] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 08/18/2022] [Indexed: 06/16/2023]
Abstract
Long-acting injectables are a unique drug formulation strategy, providing a slow and sustained release of active pharmaceutical ingredients (APIs). In this study, a novel approach that combines liquid antisolvent precipitation with seeding to obtain a stable form of the API indomethacin while achieving the desired particle size distribution is described. It was proven that when a metastable form of indomethacin was initially nucleated, the rate of its transformation to the stable form was influenced by the presence of excipients and seeds (17.10 ± 0.20 μm), decreasing from 48 to 4 h. The final particle size (D50) of the indomethacin suspension produced without seeding was 7.33 ± 0.38 μm, and with seeding, it was 5.61 ± 0.14 μm. Additionally, it was shown that the particle size distribution of the seeds and the time point of seed addition were critical to obtain the desired solid-state form and that excipients played a crucial role during nucleation and polymorphic transformation. This alternative, energy-efficient bottom-up method for the production of drug suspensions with a reduced risk of contamination from milling equipment and fewer processing steps may prove to be comparable in terms of stability and particle size distribution to current industrially accepted top-down approaches.
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Affiliation(s)
- Mariana Hugo Silva
- Pharmaceutical
Product Development and Supply, Janssen
Research and Development, Division of Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
- Department
of Chemical Sciences, SSPC the Science Foundation Ireland Research
Centre for Pharmaceuticals, Bernal Institute, University of Limerick, Castletroy, Co., Limerick V94 T9PX, Ireland
| | - Ajay Kumar
- Department
of Chemical Sciences, SSPC the Science Foundation Ireland Research
Centre for Pharmaceuticals, Bernal Institute, University of Limerick, Castletroy, Co., Limerick V94 T9PX, Ireland
| | - Benjamin K. Hodnett
- Department
of Chemical Sciences, SSPC the Science Foundation Ireland Research
Centre for Pharmaceuticals, Bernal Institute, University of Limerick, Castletroy, Co., Limerick V94 T9PX, Ireland
| | - Lidia Tajber
- School
of Pharmacy and Pharmaceutical Sciences and the Science Foundation
Ireland Research Centre for Pharmaceuticals (SSPC), Trinity College Dublin, College Green, Dublin 2 D02 PN40, Ireland
| | - René Holm
- Department
of Physics, Chemistry and Pharmacy, University
of Southern Denmark, Campusvej 55, 5230 Odense, Denmark
| | - Sarah P. Hudson
- Department
of Chemical Sciences, SSPC the Science Foundation Ireland Research
Centre for Pharmaceuticals, Bernal Institute, University of Limerick, Castletroy, Co., Limerick V94 T9PX, Ireland
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Park JS, Kim MS, Joung MY, Park HJ, Ho MJ, Choi JH, Seo JH, Song WH, Choi YW, Lee S, Choi YS, Kang MJ. Design of Montelukast Nanocrystalline Suspension for Parenteral Prolonged Delivery. Int J Nanomedicine 2022; 17:3673-3690. [PMID: 36046838 PMCID: PMC9423109 DOI: 10.2147/ijn.s375888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/21/2022] [Indexed: 11/25/2022] Open
Abstract
Background Montelukast (MTK), a representative leukotriene receptor antagonist, is currently being investigated as a potential candidate for treating Alzheimer’s disease. For potent and effective dosing in elderly patients, a parenteral prolonged delivery system is favored, with improved medication adherence with reduced dosage frequency. Purpose This study aimed to design a nanocrystalline suspension (NS)-based MTK prolonged delivery system and evaluate its pharmacokinetics profile and local tolerability following subcutaneous administration. Methods To decelerate the dissolution rate, the amorphous MTK raw material was transformed into a crystalline state using a solvent-mediated transformation method and subsequently formulated into NS using a bead-milling technique. The MTK NSs were characterized by morphology, particle size, crystallinity, and in vitro dissolution profiles. The pharmacokinetic profile and local tolerability at the injection site following subcutaneous injection of MTK suspension were evaluated in rats. Results Microscopic and physical characterization revealed that the amorphous MTK powder was lucratively transformed into a crystalline form in acidic media (pH 4). MTK crystalline suspensions with different diameters (200 nm, 500 nm, and 3 μm) were uniformly prepared using bead-milling technology, employing polysorbate 80 as suspending agent. Prepared crystalline suspensions exhibited analogous crystallinity (melting point, 150°C) and size-dependent in vitro dissolution profiles. MTK NSs with particle sizes of 200 nm and 500 nm provided a protracted pharmacokinetic profile for up to 4 weeks in rats, with a higher maximum drug concentration in plasma than the 3 μm-sized injectable suspensions. Histopathological examination revealed that MTK NS caused chronic granulomatous inflammation at the injection site, which resolved after 4 weeks. Conclusion The MTK parenteral NS delivery system is expected to be a valuable tool for treating Alzheimer’s disease with extended dose intervals.
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Affiliation(s)
- Jun Soo Park
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Min Seop Kim
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Min Yeong Joung
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Hyun Jin Park
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Myoung-Jin Ho
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Jun Hyuk Choi
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Jae Hee Seo
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Woo Heon Song
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Young Wook Choi
- College of Pharmacy, Chung-Ang University, Seoul, Republic of Korea
| | - Sangkil Lee
- College of Pharmacy, Keimyung University, Daegu, Republic of Korea
| | - Yong Seok Choi
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
| | - Myung Joo Kang
- College of Pharmacy, Dankook University, Cheonan, Republic of Korea
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Bassand C, Villois A, Gianola L, Laue G, Ramazani F, Riebesehl B, Sanchez-Felix M, Sedo K, Ullrich T, Duvnjak Romic M. Smart design of patient centric long-acting products: from preclinical to marketed pipeline trends and opportunities. Expert Opin Drug Deliv 2022; 19:1265-1283. [PMID: 35877189 DOI: 10.1080/17425247.2022.2106213] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION We see a development in the field of long-acting products to serve patients with chronic diseases by providing benefits in adherence, efficacy and safety of the treatment. This review investigates features of long-acting products on the market/pipeline to understand which drug substance (DS) and drug product (DP) characteristics likely enable a successful patient-centric, low-dosing frequency product. AREAS COVERED This review evaluates marketed/pipeline long-acting products with greater than one week release of small molecules and peptides by oral and injectable route of administration (RoA), with particular focus on patient centricity, adherence impact, health outcomes, market trends, and the match of DS/DP technologies which lead to market success. EXPERT OPINION Emerging trends are expected to change the field of long-acting products in the upcoming years by increasing capability in engineered molecules (low solubility, long half-life, high potency, etc.), directly developing DP as long-acting oral/injectable, increasing the proportion of products for local drug delivery, and a direction towards more subcutaneous, self-administered products. Among long-acting injectable products, nanosuspensions show a superiority in dose per administration and dosing interval, overwhelming the field of infectious diseases with the recently marketed products.
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Affiliation(s)
- Céline Bassand
- Technical Research and Development, Novartis Pharma AG, Basel 4002, Switzerland
| | - Alessia Villois
- Technical Research and Development, Novartis Pharma AG, Basel 4002, Switzerland
| | - Lucas Gianola
- Novartis Institute for Biomedical Research, Novartis Pharma AG, Basel 4002, Switzerland
| | - Grit Laue
- Novartis Institute for Biomedical Research, Novartis Pharma AG, Basel 4002, Switzerland
| | - Farshad Ramazani
- Technical Research and Development, Novartis Pharma AG, Basel 4002, Switzerland
| | - Bernd Riebesehl
- Technical Research and Development, Novartis Pharma AG, Basel 4002, Switzerland
| | - Manuel Sanchez-Felix
- Novartis Institutes for BioMedical Research, 700 Main Street, Cambridge, MA 02139, USA
| | - Kurt Sedo
- PharmaCircle LLC, Sunny Isles Beach, FL, USA
| | - Thomas Ullrich
- Novartis Institute for Biomedical Research, Novartis Pharma AG, Basel 4002, Switzerland
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8
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Rudd ND, Reibarkh M, Fang R, Mittal S, Walsh PL, Brunskill APJ, Forrest WP. Interpreting In Vitro Release Performance from Long-Acting Parenteral Nanosuspensions Using USP-4 Dissolution and Spectroscopic Techniques. Mol Pharm 2020; 17:1734-1747. [PMID: 32267708 DOI: 10.1021/acs.molpharmaceut.0c00208] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Injectable sustained release dosage forms have emerged as desirable therapeutic routes for patients that require life-long treatments. The prevalence of drug molecules with low aqueous solubility and bioavailability has added momentum toward the development of suspension-based long-acting parenteral (LAP) formulations; the previously undesirable physicochemical properties of Biopharmaceutics Classification System (BCS) Class II/IV compounds are best suited for extended release applications. Effective in vitro release (IVR) testing of crystalline suspensions affirms product quality during early-stage development and provides connections with in vivo performance. However, before in vitro-in vivo correlations (IVIVCs) can be established, it is necessary to evaluate formulation attributes that directly affect IVR properties. In this work, a series of crystalline LAP nanosuspensions were formulated with different stabilizing polymers and applied to a continuous flow-through (USP-4) dissolution method. This technique confirmed the role of salt effects on the stability of polymer-coated nanoparticles through the detection of disparate active pharmaceutical ingredient (API) release profiles. The polymer stabilizers with extended hydrophilic chains exhibited elevated intrapolymer activity from the loss of hydrogen-bond cushioning in dissolution media with heightened ionic strength, confirmed through one-dimensional (1D) 1H NMR and two-dimensional nuclear Overhauser effect spectroscopy (2D NOESY) experiments. Thus, steric repulsion within the affected nanosuspensions was limited and release rates decreased. Additionally, the strength of interaction between hydrophobic polymer components and the API crystalline surface contributed to suspension dissolution properties, confirmed through solution- and solid-state spectroscopic analyses. This study provides a unique perspective on the dynamic interface between the crystalline drug and aqueous microenvironment during dissolution.
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Affiliation(s)
- Nathan D Rudd
- Analytical Sciences, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Mikhail Reibarkh
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Rui Fang
- Sterile & Specialty Products, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Sachin Mittal
- Sterile & Specialty Products, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Paul L Walsh
- Analytical Sciences, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | | | - William P Forrest
- Sterile & Specialty Products, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
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Sillman B, Bade AN, Dash PK, Bhargavan B, Kocher T, Mathews S, Su H, Kanmogne GD, Poluektova LY, Gorantla S, McMillan J, Gautam N, Alnouti Y, Edagwa B, Gendelman HE. Creation of a long-acting nanoformulated dolutegravir. Nat Commun 2018; 9:443. [PMID: 29402886 PMCID: PMC5799307 DOI: 10.1038/s41467-018-02885-x] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 01/04/2018] [Indexed: 12/22/2022] Open
Abstract
Potent antiretroviral activities and a barrier to viral resistance characterize the human immunodeficiency virus type one (HIV-1) integrase strand transfer inhibitor dolutegravir (DTG). Herein, a long-acting parenteral DTG was created through chemical modification to improve treatment outcomes. A hydrophobic and lipophilic modified DTG prodrug is encapsulated into poloxamer nanoformulations (NMDTG) and characterized by size, shape, polydispersity, and stability. Retained intracytoplasmic NMDTG particles release drug from macrophages and attenuate viral replication and spread of virus to CD4+ T cells. Pharmacokinetic tests in Balb/cJ mice show blood DTG levels at, or above, its inhibitory concentration90 of 64 ng/mL for 56 days, and tissue DTG levels for 28 days. NMDTG protects humanized mice from parenteral challenge of the HIV-1ADA strain for two weeks. These results are a first step towards producing a long-acting DTG for human use by affecting drug apparent half-life, cell and tissue drug penetration, and antiretroviral potency.
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Affiliation(s)
- Brady Sillman
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Aditya N Bade
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Prasanta K Dash
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Biju Bhargavan
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Ted Kocher
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Saumi Mathews
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Hang Su
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Georgette D Kanmogne
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Larisa Y Poluektova
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Santhi Gorantla
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - JoEllyn McMillan
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Nagsen Gautam
- Department of Pharmaceutical Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Yazen Alnouti
- Department of Pharmaceutical Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Benson Edagwa
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Howard E Gendelman
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
- Department of Pharmaceutical Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
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