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Fan F, Zhou F, Zhang J, Yang J, Zhuang K, Shan Y, Jiang L, Zhang J. Developing Soluplus®-Based Microparticle Amorphous Solid Dispersions with High Drug Loading for Enhanced Celecoxib Dissolution via Electrospraying. AAPS PharmSciTech 2025; 26:47. [PMID: 39881034 DOI: 10.1208/s12249-025-03041-7] [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: 08/29/2024] [Accepted: 01/08/2025] [Indexed: 01/31/2025] Open
Abstract
Amorphous solid dispersion (ASD) is one of the most studied strategies for improving the dissolution performance of poorly water-soluble drugs, but ASDs often have low drug loadings, thereby necessitating larger dosage sizes. This study intended to create Soluplus® (SOL)-based microparticle ASDs with high drug loading (up to 60 w/w%) and long-term stability (at least 16 months) using electrospraying to enhance the dissolution of poorly water-soluble celecoxib (CEL). X-ray diffraction (XRD) and differential scanning calorimetry (DSC) analyses showed that the electrosprayed SOL-CEL microparticles were amorphous, and Fourier transform infrared spectroscopy (FTIR) data indicated the presence of hydrogen bonding between SOL and CEL in the microparticles, which helped stabilize the ASDs. In vitro dissolution studies demonstrated that these ASDs improved the CEL dissolution rate by up to 8.2-fold compared to the crystalline form. Electrospraying presents a promising alternative to conventional methods like hot-melt extrusion (HME) and spraying drying (SD) for the production of ASDs, providing simplicity, high drug loading capability and long-term stability, thus catering to a variety of poorly water-soluble drugs.
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Affiliation(s)
- Fan Fan
- Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China
- Ningbo Cixi Institute of Biomedical Engineering, Cixi, 315300, China
| | - Feng Zhou
- Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China
- Ningbo Cixi Institute of Biomedical Engineering, Cixi, 315300, China
| | - Jiayu Zhang
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou, 310014, China
| | - Junhui Yang
- Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China
- Ningbo Cixi Institute of Biomedical Engineering, Cixi, 315300, China
- Cixi Biomedical Research Institute, Wenzhou Medical University, Ningbo, 315300, China
| | - Kai Zhuang
- Pharma Solutions, Nutrition and Health, BASF (China) Company, Ltd., 333 Jiang Xin Sha Road, Shanghai, 200137, China
| | - Yudong Shan
- Hangzhou Zhongmeihuadong Pharmaceutical Co., Ltd., 866 Moganshan Road, Hangzhou, 310011, China
| | - Lei Jiang
- Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
- Ningbo Cixi Institute of Biomedical Engineering, Cixi, 315300, China.
| | - Jiantao Zhang
- Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
- Ningbo Cixi Institute of Biomedical Engineering, Cixi, 315300, China.
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2
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Tantawy MA, Elsabbagh HM, Saleh NM. Modified release, enriched biocompatibility, and enhanced oral bioavailability as precious features of nitrofurantoin-loaded polymeric nanoparticles. J Drug Deliv Sci Technol 2024; 101:106130. [DOI: 10.1016/j.jddst.2024.106130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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3
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Zupan N, Yous I, Danede F, Verin J, Kouach M, Foulon C, Dudognon E, Florin Muschert S. Impact of Hot-Melt Extrusion on Glibenclamide's Physical and Chemical States and Dissolution Behavior: Case Studies with Three Polymer Blend Matrices. Pharmaceutics 2024; 16:1071. [PMID: 39204416 PMCID: PMC11360095 DOI: 10.3390/pharmaceutics16081071] [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: 07/16/2024] [Revised: 08/03/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024] Open
Abstract
This research work dives into the complexity of hot-melt extrusion (HME) and its influence on drug stability, focusing on solid dispersions containing 30% of glibenclamide and three 50:50 polymer blends. The polymers used in the study are Ethocel Standard 10 Premium, Kollidon SR and Affinisol HPMC HME 4M. Glibenclamide solid dispersions are characterized using thermal analyses (thermogravimetric analysis (TGA) and differential scanning calorimetry), X-ray diffraction and scanning electron microscopy. This study reveals the transformation of glibenclamide into impurity A during the HME process using mass spectrometry and TGA. Thus, it enables the quantification of the extent of degradation. Furthermore, this work shows how polymer-polymer blend matrices exert an impact on process parameters, the active pharmaceutical ingredient's physical state, and drug release behavior. In vitro dissolution studies show that the polymeric matrices investigated provide extended drug release (over 24 h), mainly dictated by the polymer's chemical nature. This paper highlights how glibenclamide is degraded during HME and how polymer selection crucially affects the sustained release dynamics.
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Affiliation(s)
- Nina Zupan
- Univ. Lille, Inserm, CHU Lille, U1008, F-59000 Lille, France; (N.Z.)
- Univ. Lille, CNRS, INRAE, Centrale Lille, UMR 8207-UMET, F-59000 Lille, France (E.D.)
| | - Ines Yous
- Univ. Lille, Inserm, CHU Lille, U1008, F-59000 Lille, France; (N.Z.)
| | - Florence Danede
- Univ. Lille, CNRS, INRAE, Centrale Lille, UMR 8207-UMET, F-59000 Lille, France (E.D.)
| | - Jeremy Verin
- Univ. Lille, Inserm, CHU Lille, U1008, F-59000 Lille, France; (N.Z.)
| | - Mostafa Kouach
- Univ. Lille, CHU Lille, ULR 7365-GRITA, F-59000 Lille, France
| | | | - Emeline Dudognon
- Univ. Lille, CNRS, INRAE, Centrale Lille, UMR 8207-UMET, F-59000 Lille, France (E.D.)
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4
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Mamidi H, Palekar S, Patel H, Nukala PK, Patel K. Formulation strategies for the development of high drug-loaded amorphous solid dispersions. Drug Discov Today 2023; 28:103806. [PMID: 37890714 DOI: 10.1016/j.drudis.2023.103806] [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: 07/11/2023] [Revised: 10/15/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023]
Abstract
Amorphous solid dispersions (ASD) have gained tremendous attention over the past two decades as one of the most promising techniques for enhancing the solubility of poorly water-soluble drugs. However, low drug loading is one of the major challenges of ASD technology that limits its commercialization to only a few drug candidates. Increasing the drug loading increases the risk of recrystallization during storage (solid state) and/or during dissolution (solution state). Various formulation and process-related strategies have been explored that open the possibility of formulating high drug-loaded ASDs without the risk of recrystallization. Here, we review various formulation approaches, such as the use of surfactants, mesoporous silicas, polymer combinations, in situ thermal crosslinking, structural modification of polymeric carriers, and surface nanocoating using minerals. We also discuss the mechanisms by which these approaches inhibit solid state and/or solution state recrystallization.
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Affiliation(s)
- Hemanth Mamidi
- College of Pharmacy and Health Sciences, St John's University, Queens, NY, USA; Continuus Pharmaceuticals Inc, Woburn, MA, USA
| | - Siddhant Palekar
- College of Pharmacy and Health Sciences, St John's University, Queens, NY, USA
| | - Henis Patel
- College of Pharmacy and Health Sciences, St John's University, Queens, NY, USA
| | - Pavan Kumar Nukala
- College of Pharmacy and Health Sciences, St John's University, Queens, NY, USA
| | - Ketan Patel
- College of Pharmacy and Health Sciences, St John's University, Queens, NY, USA.
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5
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Zhang J, Guo M, Luo M, Cai T. Advances in the development of amorphous solid dispersions: The role of polymeric carriers. Asian J Pharm Sci 2023; 18:100834. [PMID: 37635801 PMCID: PMC10450425 DOI: 10.1016/j.ajps.2023.100834] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 06/26/2023] [Accepted: 07/23/2023] [Indexed: 08/27/2023] Open
Abstract
Amorphous solid dispersion (ASD) is one of the most effective approaches for delivering poorly soluble drugs. In ASDs, polymeric materials serve as the carriers in which the drugs are dispersed at the molecular level. To prepare the solid dispersions, there are many polymers with various physicochemical and thermochemical characteristics available for use in ASD formulations. Polymer selection is of great importance because it influences the stability, solubility and dissolution rates, manufacturing process, and bioavailability of the ASD. This review article provides a comprehensive overview of ASDs from the perspectives of physicochemical characteristics of polymers, formulation designs and preparation methods. Furthermore, considerations of safety and regulatory requirements along with the studies recommended for characterizing and evaluating polymeric carriers are briefly discussed.
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Affiliation(s)
- Jie Zhang
- Department of Pharmaceutics, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
- College of Biological and Chemical Engineering, Changsha University, Changsha 410022, China
| | - Minshan Guo
- Department of Pharmaceutics, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
| | - Minqian Luo
- Department of Pharmaceutics, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
| | - Ting Cai
- Department of Pharmaceutics, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 211198, China
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6
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Nyamba I, Jennotte O, Sombie CB, Lechanteur A, Sacre PY, Djande A, Semde R, Evrard B. Preformulation study for the selection of a suitable polymer for the development of ellagic acid-based solid dispersion using hot-melt extrusion. Int J Pharm 2023:123088. [PMID: 37257795 DOI: 10.1016/j.ijpharm.2023.123088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/02/2023]
Abstract
Ellagic acid is one of the most studied polyphenolic compounds due to its numerous promising therapeutic properties. However, this therapeutic potential remains difficult to exploit owing to its low solubility and low permeability, resulting in low oral bioavailability. In order to allow an effective therapeutic application of EA, it is therefore necessary to develop strategies that sufficiently enhance its solubility, dissolution rate and bioavailability. For this purpose, solid dispersions based on pre-selected polymers such as Eudragit® EPO, Soluplus® and Kollidon® VA 64, with 5% w/w ellagic acid loading were prepared by hot extrusion and characterized by X-ray diffraction, FTIR spectroscopy and in vitro dissolution tests in order to select the most suitable polymer for future investigations. The results showed that Eudragit® EPO was the most promising polymer for ellagic acid solid dispersions development because its extrudates allowed to obtain a solution supersaturated in ellagic acid that was stable for at least 90 min. Moreover, the resulting apparent solubility was 20 times higher than the actual solubility of ellagic acid. The extrudates also showed a high dissolution rate of ellagic acid (96.25% in 15 min), compared to the corresponding physical mixture (6.52% in 15 min) or the pure drug (1.56% in 15 min). Furthermore, increasing the loading rate of ellagic acid up to 12% in extrudates based on this polymer did not negatively influence its release profile through dissolution tests.
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Affiliation(s)
- Isaïe Nyamba
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Université de Liège, 4000 Liège (Belgium); Laboratory of Drug Development, Center of training, research and expertise in pharmaceutical sciences (CFOREM), Doctoral School of Sciences and Health, Université Joseph KI-ZERBO, 03 BP 7021 Ouagadougou 03 (Burkina Faso).
| | - Olivier Jennotte
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Université de Liège, 4000 Liège (Belgium)
| | - Charles B Sombie
- Laboratory of Drug Development, Center of training, research and expertise in pharmaceutical sciences (CFOREM), Doctoral School of Sciences and Health, Université Joseph KI-ZERBO, 03 BP 7021 Ouagadougou 03 (Burkina Faso)
| | - Anna Lechanteur
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Université de Liège, 4000 Liège (Belgium)
| | - Pierre-Yves Sacre
- Laboratory of Pharmaceutical Analytical Chemistry, Department of Pharmacy, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, 4000 Liege, Belgium
| | - Abdoulaye Djande
- Department of Chemistry, Laboratory of Molecular Chemistry and Materials, Research Team: Organic Chemistry and Phytochemistry, Université Joseph KI-ZERBO, 03 BP 7021 Ouagadougou 03 (Burkina Faso)
| | - Rasmané Semde
- Laboratory of Drug Development, Center of training, research and expertise in pharmaceutical sciences (CFOREM), Doctoral School of Sciences and Health, Université Joseph KI-ZERBO, 03 BP 7021 Ouagadougou 03 (Burkina Faso)
| | - Brigitte Evrard
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Université de Liège, 4000 Liège (Belgium)
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7
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Co-carrier-based solid dispersion of celecoxib improves dissolution rate and oral bioavailability in rats. J Drug Deliv Sci Technol 2023. [DOI: 10.1016/j.jddst.2022.104073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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8
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Drop-on-powder 3D printing of amorphous high dose oral dosage forms: Process development, opportunities and printing limitations. Int J Pharm X 2022; 5:100151. [PMID: 36687376 PMCID: PMC9850179 DOI: 10.1016/j.ijpx.2022.100151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/21/2022] [Accepted: 12/22/2022] [Indexed: 12/24/2022] Open
Abstract
Drop-on-powder 3D printing is able to produce highly drug loaded solid oral dosage forms. However, this technique is mainly limited to well soluble drugs. The majority of pipeline compounds is poorly soluble, though, and requires solubility enhancement, e.g., via formation of amorphous solid dispersions. This study presents a detailed and systematic development approach for the production of tablets containing high amounts of a poorly soluble, amorphized drug via drop-on-powder 3D printing (also known as binder jetting). Amorphization of the compound was achieved via hot-melt extrusion using the exemplary system of the model compound ketoconazole and copovidone as matrix polymer at drug loadings of 20% and 40%. The milled extrudate was used as powder for printing and the influence of inks and different ink-to-powder ratios on recrystallization of ketoconazole was investigated in a material-saving small-scale screening. Crystallinity assessment was performed using differential scanning calorimetry and polarized light microscopy to identify even small traces of crystallinity. Printing of tablets showed that the performed small-scale screening was capable to identify printing parameters for the development of amorphous and mechanically stable tablets via drop-on-powder printing. A stability study demonstrated physically stable tablets over twelve weeks at accelerated storage conditions.
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Key Words
- 3D Printing
- 3D, three-dimensional
- 3DP, three-dimensional printing
- AM, additive manufacturing
- API, active pharmaceutical ingredient
- ASD, amorphous solid dispersion
- Additive manufacturing
- Amorphous solid dispersion
- BCS, Biopharmaceutics Classification System
- Binder jetting
- DSC, differential scanning calorimetry
- DoP, drop-on-powder
- Drop-on-powder printing
- FDA, U.S. Food and Drug Administration
- FDM, fused deposition modeling
- HME, hot-melt extrusion
- KTZ, ketoconazole
- Process development
- SODF, solid oral dosage form
- Solubility enhancement
- dpmm, dots per millimeter
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9
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Ayyoubi S, van Kampen EEM, Kocabas LI, Parulski C, Lechanteur A, Evrard B, De Jager K, Muller E, Wilms EW, Meulenhoff PWC, Ruijgrok EJ. 3D printed, personalized sustained release cortisol for patients with adrenal insufficiency. Int J Pharm 2022; 630:122466. [PMID: 36493969 DOI: 10.1016/j.ijpharm.2022.122466] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 11/27/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
The standard of care for patients with Adrenal Insufficiency (AI) is suboptimal. Administration of hydrocortisone three times a day produces plasma cortisol fluctuations associated with negative health outcomes. Furthermore, there is a high inter-individual variability in cortisol need, necessitating a personalized approach. It is hypothesized that a personalized, sustained release formulation would enhance the pharmacotherapy by mimicking the physiological cortisol plasma concentration at a higher level. Therefore, a novel 24 h sustained release 3D printed (3DP) hydrocortisone formulation has been developed (M3DICORT) by coupling hot-melt extrusion with fused deposition modeling. A uniform drug distribution in the 3DP tablets is demonstrated by a content of 101.66 ± 1.60 % with an acceptance value of 4.01. Furthermore, tablets had a stable 24 h dissolution profile where the intra-batch standard deviation was ± 2.8 % and the inter-batch standard deviation was ± 6.8 %. Tablet height and hydrocortisone content were correlated (R2 = 0.996), providing a tool for easy dose personalization. Tablets maintained critical quality attributes, such as dissolution profile (f2 > 60) and content uniformity after process transfer from a single-screw extruder to a twin-screw extruder. Impurities were observed in the final product which should be mitigated before clinical assessment. To our knowledge, M3DICORT is the first 3DP hydrocortisone formulation specifically developed for AI.
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Affiliation(s)
- S Ayyoubi
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands.
| | - E E M van Kampen
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - L I Kocabas
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, University of Utrecht, the Netherlands
| | - C Parulski
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - A Lechanteur
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - B Evrard
- Laboratory of Pharmaceutical Technology and Biopharmacy, Center for Interdisciplinary Research on Medicines (CIRM), Department of Pharmacy, University of Liege (ULiege), Avenue Hippocrate 15, 4000 Liege, Belgium
| | - K De Jager
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - E Muller
- Department of Pharmaceutical Quality Control, The Hague Hospital Pharmacy, Charlotte Jacobslaan 70, 2545 AB The Hague, the Netherlands
| | - E W Wilms
- Department of Pharmaceutical Quality Control, The Hague Hospital Pharmacy, Charlotte Jacobslaan 70, 2545 AB The Hague, the Netherlands
| | - P W C Meulenhoff
- Tridi Pharma B.V. M.H. Trompstraat 7, 3572 XS Utrecht, the Netherlands
| | - E J Ruijgrok
- Department of Hospital Pharmacy, Erasmus University Medical Center, Dr Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
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10
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SAMINENI R, CHIMAKURTHY J, KONIDALA S. Emerging Role of Biopharmaceutical Classification and Biopharmaceutical Drug Disposition System in Dosage form Development: A Systematic Review. Turk J Pharm Sci 2022; 19:706-713. [PMID: 36544401 PMCID: PMC9780568 DOI: 10.4274/tjps.galenos.2021.73554] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Biopharmaceutical classification system (BCS) is an advanced tool used for classifying medicines based on dissolution, water solubility, and intestinal permeability, which affect the absorption of active pharmaceutical ingredients (API) from immediate-release solid oral forms. It is useful to the formulation researchers to develop novel dosage forms based on modernistic rather than experimental approaches. The current review focuses on the fundamentals, objectives, guidance of BCS, characteristics of BCS drugs, their importance and applications of BCS. This review explains the challenges in drug development in terms of solubility and in vivo disposition. In the current review, new strategies for improving BCS II drug solubility as well as biopharmaceutical drug disposition properties which are utilized throughout the early stages of drug development and commercialization are mainly discussed.
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Affiliation(s)
- Ramu SAMINENI
- Vignan’s Foundation for Science, Technology and Research, Department of Sciences and Humanities, Division of Chemistry, Andhra Pradesh, India,Vignan’s Foundation for Science, Technology and Research, Faculty of Pharmacy, Department of Pharmaceutical Sciences, Andhra Pradesh, India,* Address for Correspondence: Phone: 8142853086 E-mail:
| | - Jithendra CHIMAKURTHY
- Vignan’s Foundation for Science, Technology and Research, Faculty of Pharmacy, Department of Pharmaceutical Sciences, Andhra Pradesh, India
| | - Sathish KONIDALA
- Vignan’s Foundation for Science, Technology and Research, Faculty of Pharmacy, Department of Pharmaceutical Sciences, Andhra Pradesh, India
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11
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Natural polysaccharide-based biodegradable polymeric platforms for transdermal drug delivery system: a critical analysis. Drug Deliv Transl Res 2022; 12:2649-2666. [PMID: 35499715 DOI: 10.1007/s13346-022-01152-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2022] [Indexed: 12/15/2022]
Abstract
Natural biodegradable polymers generally include polysaccharides (starch, alginate, chitin/chitosan, hyaluronic acid derivatives, etc.) and proteins (collagen, gelatin, fibrin, etc.). In transdermal drug delivery systems (TDDS), these polymers play a vital role in controlling the device's drug release. It is possible that natural polymers can be used for TDDS to attain predetermined drug delivery rates due to their physicochemical properties. These polymers can be employed to market products and scale production because they are readily available and inexpensive. As a result of these polymers, new pharmaceutical delivery systems can be developed that is both regulated and targeted. The focus of this article is the application of a biodegradable polymeric platform based on natural polymers for TDDS. Due to their biocompatibility and biodegradability, natural biodegradable polymers are frequently used in biomedical applications. Additionally, these natural biodegradable polymers are being studied for their characteristics and behaviors.
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12
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Hoffmann L, Breitkreutz J, Quodbach J. Hot-Melt Extrusion of the Thermo-Sensitive Peptidomimetic Drug Enalapril Maleate. Pharmaceutics 2022; 14:pharmaceutics14102091. [PMID: 36297525 PMCID: PMC9608079 DOI: 10.3390/pharmaceutics14102091] [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: 09/08/2022] [Revised: 09/26/2022] [Accepted: 09/27/2022] [Indexed: 11/07/2022] Open
Abstract
The aim of this research was the production of extrudates for the treatment of hypertension and heart failure and the investigation of the degradation of the peptidomimetic drug enalapril maleate (EM) during hot-melt extrusion (HME). A fast HPLC method was developed to quantify enalapril maleate and possible degradation products. Screening experiments revealed that the diketopiperazine derivative (Impurity D) was the main degradation product. Hot-melt extrusion of enalapril maleate with the polymer Soluplus® enabled extrusion at 100 °C, whereas a formulation with the polymer Eudragit® E PO could be extruded at only 70 °C. Extrusion at 70 °C prevented thermal degradation. A stabilizing molecular interaction between enalapril maleate and Eudragit® E PO was identified via FT-IR spectroscopy. Dissolution studies were carried out to study the influence of the formulation on the dissolution behavior of enalapril maleate. These promising results can be transferred to other thermo-sensitive and peptidomimetic drugs to produce extrudates which can be used, for instance, as feedstock material for the production of patient-specific dosage forms via Fused Deposition Modeling (FDM) 3D printing.
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Affiliation(s)
- Lena Hoffmann
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstraße 1, 40225 Düsseldorf, Germany
| | - Jörg Breitkreutz
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstraße 1, 40225 Düsseldorf, Germany
| | - Julian Quodbach
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstraße 1, 40225 Düsseldorf, Germany
- Department of Pharmaceutics, Utrecht University, Universiteitsweg 99, 3584 CG Utrecht, The Netherlands
- Correspondence: ; Tel.: +31-6-289-10-810
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13
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de Assis JMC, Barbosa EJ, Bezzon VDN, Lourenço FR, Carvalho FMS, Matos JR, Araci Bou-Chacra N, Benmore CJ, Byrn SR, Costa FN, de Araujo GLB. Hot-melt extrudability of amorphous solid dispersions of flubendazole-copovidone: An exploratory study of the effect of drug loading and the balance of adjuvants on extrudability and dissolution. Int J Pharm 2022; 614:121456. [PMID: 35017024 DOI: 10.1016/j.ijpharm.2022.121456] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 12/13/2021] [Accepted: 01/05/2022] [Indexed: 12/18/2022]
Abstract
The FDA-approved anthelmintic flubendazole has shown potential to be repositioned to treat cancer and dry macular degeneration; however, its poor water solubility limits its use. Amorphous solid dispersions may overcome this challenge, but the balance of excipients may impact the preparation method and drug release. The purpose of this study was to evaluate the influence of adjuvants and drug loading on the development of an amorphous solid dispersion of flubendazole-copovidone by hot-melt extrusion. The drug, copovidone, and adjuvants (magnesium stearate and hydroxypropyl cellulose) mixtures were statistically designed, and the process was performed in a twin-screw extruder. The study showed that flubendazole and copovidone mixtures were highly extrudable, except when drug loading was high (>40%). Furthermore, magnesium stearate positively impacted the extrusion and was more effective than hydroxypropyl cellulose. The extruded materials were evaluated by modulated differential scanning calorimetry and X-ray powder diffraction, obtaining positive amorphization and physical stability results. Pair distribution function analysis indicated the presence of drug-rich domains with medium-range order structure and no evidence of polymer-drug interaction. All extrudates presented faster dissolution (HCl, pH 1.2) than pure flubendazole, and both adjuvants had a notable influence on the dissolution rate. In conclusion, hot-melt extrusion may be a viable option to obtain stable flubendazole:copovidone amorphous dispersions.
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Affiliation(s)
- João M C de Assis
- Department of Pharmacy, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil
| | - Eduardo J Barbosa
- Department of Pharmacy, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil
| | - Vinícius D N Bezzon
- Center for Natural Sciences and Humanities (CCNH), Federal University of ABC (UFABC), Santo André 09210580, SP, Brazil
| | - Felipe R Lourenço
- Department of Pharmacy, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil
| | - Flavio M S Carvalho
- Geosciences Institute, Department of Mineralogy and Geotectonics, University of São Paulo (USP), São Paulo 05508-08, SP, Brazil
| | - J R Matos
- Department of Fundamental Chemistry, Institute of Chemistry, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil.
| | - Nadia Araci Bou-Chacra
- Department of Pharmacy, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil
| | - Chris J Benmore
- X-ray Science Division, Advanced Photon Source, Argonne National Laboratory, IL, 60439, United States
| | - Stephen R Byrn
- Department of Industrial and Physical Pharmacy, Purdue University, West Lafayette, IN 47906, United States
| | - Fanny N Costa
- Diamond Light Source, Harwell Science and Innovation Campus, Didcot, Oxfordshire OX110DE, United Kingdom
| | - Gabriel L B de Araujo
- Department of Pharmacy, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil.
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Tsiaxerli A, Karagianni A, Ouranidis A, Kachrimanis K. Polyelectrolyte Matrices in the Modulation of Intermolecular Electrostatic Interactions for Amorphous Solid Dispersions: A Comprehensive Review. Pharmaceutics 2021; 13:pharmaceutics13091467. [PMID: 34575543 PMCID: PMC8468962 DOI: 10.3390/pharmaceutics13091467] [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: 08/10/2021] [Revised: 09/04/2021] [Accepted: 09/09/2021] [Indexed: 12/05/2022] Open
Abstract
Polyelectrolyte polymers have been widely used in the pharmaceutical field as excipients to facilitate various drug delivery systems. Polyelectrolytes have been used to modulate the electrostatic environment and enhance favorable interactions between the drug and the polymer in amorphous solid dispersions (ASDs) prepared mainly by hot-melt extrusion. Polyelectrolytes have been used alone, or in combination with nonionic polymers as interpolyelectrolyte complexes, or after the addition of small molecular additives. They were found to enhance physical stability by favoring stabilizing intermolecular interactions, as well as to exert an antiplasticizing effect. Moreover, they not only enhance drug dissolution, but they have also been used for maintaining supersaturation, especially in the case of weakly basic drugs that tend to precipitate in the intestine. Additional uses include controlled and/or targeted drug release with enhanced physical stability and ease of preparation via novel continuous processes. Polyelectrolyte matrices, used along with scalable manufacturing methods in accordance with green chemistry principles, emerge as an attractive viable alternative for the preparation of ASDs with improved physical stability and biopharmaceutic performance.
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Affiliation(s)
- Anastasia Tsiaxerli
- Department of Pharmaceutical Technology, School of Pharmacy, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (A.T.); (A.K.); (A.O.)
| | - Anna Karagianni
- Department of Pharmaceutical Technology, School of Pharmacy, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (A.T.); (A.K.); (A.O.)
| | - Andreas Ouranidis
- Department of Pharmaceutical Technology, School of Pharmacy, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (A.T.); (A.K.); (A.O.)
- Department of Chemical Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Kyriakos Kachrimanis
- Department of Pharmaceutical Technology, School of Pharmacy, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (A.T.); (A.K.); (A.O.)
- Correspondence: ; Tel.: +30-2310-997666
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dos Santos J, da Silva GS, Velho MC, Beck RCR. Eudragit ®: A Versatile Family of Polymers for Hot Melt Extrusion and 3D Printing Processes in Pharmaceutics. Pharmaceutics 2021; 13:1424. [PMID: 34575500 PMCID: PMC8471576 DOI: 10.3390/pharmaceutics13091424] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/02/2021] [Accepted: 09/05/2021] [Indexed: 12/11/2022] Open
Abstract
Eudragit® polymers are polymethacrylates highly used in pharmaceutics for the development of modified drug delivery systems. They are widely known due to their versatility with regards to chemical composition, solubility, and swelling properties. Moreover, Eudragit polymers are thermoplastic, and their use has been boosted in some production processes, such as hot melt extrusion (HME) and fused deposition modelling 3D printing, among other 3D printing techniques. Therefore, this review covers the studies using Eudragit polymers in the development of drug delivery systems produced by HME and 3D printing techniques over the last 10 years. Eudragit E has been the most used among them, mostly to formulate immediate release systems or as a taste-masker agent. On the other hand, Eudragit RS and Eudragit L100-55 have mainly been used to produce controlled and delayed release systems, respectively. The use of Eudragit polymers in these processes has frequently been devoted to producing solid dispersions and/or to prepare filaments to be 3D printed in different dosage forms. In this review, we highlight the countless possibilities offered by Eudragit polymers in HME and 3D printing, whether alone or in blends, discussing their prominence in the development of innovative modified drug release systems.
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Affiliation(s)
- Juliana dos Santos
- Programa de Pós-Graduação em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90610-900, Brazil; (J.d.S.); (M.C.V.)
| | - Guilherme Silveira da Silva
- Departamento de Produção e Controle de Medicamentos, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90610-900, Brazil;
| | - Maiara Callegaro Velho
- Programa de Pós-Graduação em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90610-900, Brazil; (J.d.S.); (M.C.V.)
| | - Ruy Carlos Ruver Beck
- Programa de Pós-Graduação em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90610-900, Brazil; (J.d.S.); (M.C.V.)
- Departamento de Produção e Controle de Medicamentos, Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90610-900, Brazil;
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Statistical design of experiment-based formulation development and optimization of 3D printed oral controlled release drug delivery with multi target product profile. JOURNAL OF PHARMACEUTICAL INVESTIGATION 2021. [DOI: 10.1007/s40005-021-00542-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Borde S, Paul SK, Chauhan H. Ternary solid dispersions: classification and formulation considerations. Drug Dev Ind Pharm 2021; 47:1011-1028. [PMID: 33818224 DOI: 10.1080/03639045.2021.1908342] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The number of active pharmaceutical compounds from the biopharmaceutical classification system (BCS) belonging to Class II and IV have significantly increased in recent years. These compounds have high therapeutic potential but are difficult to formulate as oral dosage forms due to their poor aqueous solubility. The solubility and bioavailability of these poorly water-soluble compounds can be increased by various formulation approaches, such as amorphous solid dispersions (ASD), salt formation, complexations, etc. Out of these techniques, the ASD approach, where compounds are converted into amorphous form and embedded in the hydrophilic matrix, have been successfully used in many marketed preparations. The recent advancement of this ASD approach is the design of ternary solid dispersions (TSD), where an additional component is added to further improve their performance in terms of solubility, stability, and processability. This review discusses the classification, mechanism of performance improvement, preparation techniques, and characterizations for TSD.
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Affiliation(s)
- Shambhavi Borde
- School of Pharmacy and Health Professions, Creighton University, Omaha, NE, USA
| | - Sagar Kumar Paul
- School of Pharmacy and Health Professions, Creighton University, Omaha, NE, USA
| | - Harsh Chauhan
- School of Pharmacy and Health Professions, Creighton University, Omaha, NE, USA
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18
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Than YM, Titapiwatanakun V. Tailoring immediate release FDM 3D printed tablets using a quality by design (QbD) approach. Int J Pharm 2021; 599:120402. [PMID: 33640426 DOI: 10.1016/j.ijpharm.2021.120402] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/31/2021] [Accepted: 02/13/2021] [Indexed: 01/14/2023]
Abstract
The aims of this work were to produce immediate release printed tablets using fused deposition modelling (FDM) technique and to systematically explore the effects of different compositions on drug release by Quality by Design approach. Screening studies of various drug loadings and excipients were conducted by hot melt extrusion and FDM printing to set up the appropriate limit of each independent factor (critical material attribute, CMA) in Design of Experiment. This study demonstrated that the use of polymeric mixture containing different theophylline loadings (10, 30 and 60% w/w) in combination with multiple pharmaceutical polymers (hydroxy propyl cellulose (HPC), Eudragit® EPO, Kollidon® VA 64) and disintegrant (sodium starch glycolate) were successfully hot melt-extruded and FDM printed with no plasticizer. Rheological measurement was performed to understand the critical process parameters (CPP) while the mechanical property of extrudable and printable filaments was investigated by 3-point test for the formulation development. Surprisingly, HPC were found to be superior as a flexibility modifier in all printable filaments. A range of pharmaceutical characterizations were examined to ensure the critical quality attributes (CQA). Characteristic dissolution profiles were obtained. D-optimal mixture design of 17 formulations suggested that theophylline release was considerably affected by the combined action of different excipients and could predict the optimum formulation with the required quality target product profile (QTPP) in pharmacopoeia (85% release at 30 min). Therefore, this can be a useful platform to develop immediate release products for a specific group of patients commercially.
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Affiliation(s)
- Yee Mon Than
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmaceutical Sciences, Chulalongkorn University, 254 Phayathai road, Pathumwan, Bangkok 10330, Thailand
| | - Varin Titapiwatanakun
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmaceutical Sciences, Chulalongkorn University, 254 Phayathai road, Pathumwan, Bangkok 10330, Thailand.
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Wang B, Liu J, Li Z, Xia Y, Zhang S, Li Z. The Potential Migrated Mechanism of Water-Soluble Components in Pellets Prepared by Wet Extrusion/Spheronization: Effect of Drying Rate. Curr Drug Deliv 2020; 18:712-720. [PMID: 33234103 DOI: 10.2174/1567201817666201124113741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 08/04/2020] [Accepted: 10/06/2020] [Indexed: 11/22/2022]
Abstract
INTRODUCTION At present, there are numerous researches on the migration of components in tablets and granules, however, the investigation in the pharmaceutical literatures concerning the effect of drying rate on the migration of water-soluble components of pellets is limited. Temperature and Relative Humidity (RH) are crucial parameters during the drying process, which is an essential step in the preparation of pellets via wet extrusion/spheronization. To quantify these variables, the water loss percentage of pellets per minute is defined as the drying rate. AIM The study aimed to investigate the influence of drying rate on the migration of water-soluble components in wet pellets and the potential migrated mechanism. METHODS The pellets containing tartrazine as a water-soluble model drug and microcrystalline cellulose as a matrix former were prepared by extrusion/spheronization and dried at four different drying temperatures and relative humidity. Afterwards, the extent of migrated tartrazine was assessed regarding appearance, in-vitro dissolution test, Differential Scanning Calorimetry, X-Ray Powder Diffraction, Attenuated total reflectance Fourier transform infrared spectroscopy and Confocal Raman Mapping. RESULTS Results demonstrated that red spots of tartrazine appeared on the surface of pellets and more than 40% tartrazine were burst released within 5 minutes when pellets were dried at 60°C/RH 10%. When pellets were dried at 40°C/RH 80%, none of these aforementioned phenomena were observed. CONCLUSION In conclusion, the faster the drying rate was, the more tartrazine migrated to the exterior of pellets. Adjusting drying temperature and relative humidity appropriately could inhibit the migration of water-soluble components within wet extrusion/spheronization pellets.
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Affiliation(s)
- Bingwei Wang
- Department of Pharmaceutics, China Pharmaceutical University, Nanjing, China
| | - Jianping Liu
- Department of Pharmaceutics, China Pharmaceutical University, Nanjing, China
| | - Zhenghua Li
- Department of Pharmaceutics, China Pharmaceutical University, Nanjing, China
| | - Yulong Xia
- Shandong Luye Pharmaceutical Co. ltd, Yantai, China
| | | | - Ziyi Li
- Department of Pharmaceutics, China Pharmaceutical University, Nanjing, China
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Application and limitations of thermogravimetric analysis to delineate the hot melt extrusion chemical stability processing window. Int J Pharm 2020; 590:119916. [DOI: 10.1016/j.ijpharm.2020.119916] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/18/2020] [Accepted: 09/20/2020] [Indexed: 11/17/2022]
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Manne ASN, Hegde AR, Raut SY, Rao RR, Kulkarni VI, Mutalik S. Hot liquid extrusion assisted drug-cyclodextrin complexation: a novel continuous manufacturing method for solubility and bioavailability enhancement of drugs. Drug Deliv Transl Res 2020; 11:1273-1287. [PMID: 32959332 PMCID: PMC8096738 DOI: 10.1007/s13346-020-00854-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2020] [Indexed: 12/13/2022]
Abstract
In this study, drug-cyclodextrin (CD) complexes were prepared using hot liquid extrusion (HLE) process with an aim to improve solubility and bioavailability of carbamazepine. Saturation solubility studies of CBZ in water and different pH media showed a pH-independent solubility. Phase solubility studies of CBZ at different molar concentrations of beta-cyclodextrin (β-CD) and hydroxypropyl beta-cyclodextrin (HP-β-CD) indicated AL-type solubility profile with stability constants of 574 M−1 and 899 M−1 for β-CD and HP-β-CD. Drug-β-CD and drug-HP-β-CD complexes were prepared using HLE process and conventional methods (such as physical mixture, kneading method, and solvent evaporation) as well. Optimized complexes prepared using HLE viz. CBP-4 and CHP-2 showed a solubility of 4.27 ± 0.09 mg/mL and 6.39 ± 0.09 mg/mL as compared to plain CBZ (0.140 ± 0.007 mg/mL). Formation of drug-CD inclusion complexes was confirmed using DSC, FTIR, and XRD studies. Drug release studies indicated highest release of CBZ from CHP-2 (98.69 ± 2.96%) compared to CBP-4 (82.64 ± 2.45%) and plain drug (13.47 ± 0.54%). Complexes prepared using kneading showed significantly lesser drug release (KMB 75.52 ± 2.68% and KMH 85.59 ± 2.80%) as that of CHP-2 and CBP-4. Pre-clinical pharmacokinetic studies in Wistar rats indicated a significant increase in Cmax, Tmax, AUC, and mean residence time for CHP-2 compared to KMH and plain CBZ. All these results suggest that HLE is an effective method to increase the solubility of poorly water-soluble drugs. Graphical Abstract ![]()
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Affiliation(s)
- Alekhya Sri Nagini Manne
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Aswathi R Hegde
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Sushil Yadaorao Raut
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- STEER Life India Private Limited, No. 290, 4th Main, 4th Phase, Peenya Industrial Area, Bangalore, 560058, Karnataka, India
| | - Rajat Radhakrishna Rao
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- STEER Life India Private Limited, No. 290, 4th Main, 4th Phase, Peenya Industrial Area, Bangalore, 560058, Karnataka, India
| | - Vijay Induvadan Kulkarni
- STEER Life India Private Limited, No. 290, 4th Main, 4th Phase, Peenya Industrial Area, Bangalore, 560058, Karnataka, India
| | - Srinivas Mutalik
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
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Orodispersible Polymer Films with the Poorly Water-Soluble Drug, Olanzapine: Hot-Melt Pneumatic Extrusion for Single-Process 3D Printing. Pharmaceutics 2020; 12:pharmaceutics12080692. [PMID: 32707862 PMCID: PMC7466134 DOI: 10.3390/pharmaceutics12080692] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 07/18/2020] [Accepted: 07/20/2020] [Indexed: 11/25/2022] Open
Abstract
Amorphous solid dispersions (ASDs) improve the oral delivery of poorly water-soluble drugs. ASDs of olanzapine (OLZ), which have a high melting point and low solubility, are performed using a complicated process. Three-dimensional (3D) printing based on hot-melt pneumatic extrusion (HMPE) is a simplified method for producing ASDs. Unlike general 3D printing, printlet extrusion is possible without the preparation of drug-loaded filaments. By heating powder blends, direct fused deposition modeling (FDM) printing through a nozzle is possible, and this step produces ASDs of drugs. In this study, we developed orodispersible films (ODFs) loaded with OLZ as a poorly water-soluble drug. Various ratios of film-forming polymers and plasticizers were investigated to enhance the printability and optimize the printing temperature. Scanning electron microscopy (SEM) showed the surface morphology of the film for the optimization of the polymer carrier ratios. Differential scanning calorimetry (DSC) was used to evaluate thermal properties. Powder X-ray diffraction (PXRD) confirmed the physical form of the drug during printing. The 3D printed ODF formulations successfully loaded ASDs of OLZ using HMPE. Our ODFs showed fast disintegration patterns within 22 s, and rapidly dissolved and reached up to 88% dissolution within 5 min in the dissolution test. ODFs fabricated using HMPE in a single process of 3D printing increased the dissolution rates of the poorly water-soluble drug, which could be a suitable formulation for fast drug absorption. Moreover, this new technology showed prompt fabrication feasibility of various formulations and ASD formation of poorly water-soluble drugs as a single process. The immediate dissolution within a few minutes of ODFs with OLZ, an atypical antipsychotic, is preferred for drug compliance and administration convenience.
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Jha DK, Shah DS, Amin PD. Thermodynamic aspects of the preparation of amorphous solid dispersions of Naringenin with enhanced dissolution rate. Int J Pharm 2020; 583:119363. [DOI: 10.1016/j.ijpharm.2020.119363] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 04/20/2020] [Accepted: 04/21/2020] [Indexed: 01/01/2023]
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Simões MF, Nogueira BA, Tabanez AM, Fausto R, Pinto RM, Simões S. Enhanced solid-state stability of amorphous ibrutinib formulations prepared by hot-melt extrusion. Int J Pharm 2020; 579:119156. [DOI: 10.1016/j.ijpharm.2020.119156] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/14/2020] [Accepted: 02/15/2020] [Indexed: 11/28/2022]
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El Naggar EE, Mohamed EA, Borg TM, El-Sheakh AR, Hamed MF. Colon Targeting of Naringin for Enhanced Cytoprotection Against Indomethacin-Induced Colitis in Rabbits. Drug Des Devel Ther 2020; 14:677-696. [PMID: 32109993 PMCID: PMC7038417 DOI: 10.2147/dddt.s218357] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 11/07/2019] [Indexed: 11/23/2022] Open
Abstract
Background Naringin is a promising anti-inflammatory drug against various disorders including ulcerative colitis. However, its oral bioavailability is low (8%) possibly due to cleavage at the upper gut. Consequently, colon targeting would be necessary for drug protection at the upper gut, enhanced oral bioavailability and potentiated cytoprotection against colitis. Methodology This study involved the formulation of compression-coated tablets of naringin employing mixtures of pH-sensitive Eudragit L100-55 (EUD-L100-55) and different time-dependent polymers including ethyl cellulose (EC), sodium alginate (ALG) and sodium carboxymethyl cellulose (SCMC). Drug-polymer interaction during release was assessed using Fourier transform-infrared spectroscopy (FT-IR) and differential scanning calorimetry (DSC). Tablets were evaluated in vitro. Surface morphology of the optimized tablets either before or after exposure to the different release media was examined employing scanning electron microscopy (SEM). Cytoprotection potential of the optimized tablets against indomethacin-induced colitis in rabbits was screened and compared to core tablets through a histopathological examination of colon, measurement of serum perinuclear antineutrophil cytoplasmic antibodies (pANCA) and immunohistochemical localization of tumor necrosis factor-alpha (TNF-α). Results FT-IR and DSC results may indicate drug-polymers interaction during release. Release retardation could be related to polymer swelling that was in the order of SCMC > ALG > EC. SEM examination indicated more porous coats at the buffers relative to the acidic medium. Colon targeting was expected in case of coats of 5% ALG, 5% SCMC and 10% EC (w/w) in combination with EUD-L100-55; thus, they were selected for in vivo evaluation. Effective cytoprotection of selected tablets against indomethacin-induced colitis was indicated by a significant (P<0.05) reduction in mucosal damage, serum levels of pANCA and TNF-α expression compared to untreated colitis and core-pretreated groups. Compared to EC, higher cytoprotection potential of ALG- and SCMC-based tablets was reflected by lower concentration (5% w/w) to provide cytoprotection against indomethacin-induced colitis.
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Affiliation(s)
- Eman Ebrahim El Naggar
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Horus University, New Damietta, Eygpt
| | - Elham Abdelmonem Mohamed
- Department of Pharmaceutics, Faculty of Pharmacy, Mansoura University, Mansoura, Dakahlia, Egypt
| | - Thanaa Mohamed Borg
- Department of Pharmaceutics, Faculty of Pharmacy, Mansoura University, Mansoura, Dakahlia, Egypt
| | - Ahmed Ramadan El-Sheakh
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Mansoura University, Mansoura, Dakahlia, Egypt
| | - Mohammed Fawzy Hamed
- Department of Pathology, Faculty of Veterinary Medicine, Mansoura University, Mansoura, Dakahlia, Egypt
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Auch C, Jede C, Harms M, Wagner C, Mäder K. Impact of amorphization and GI physiology on supersaturation and precipitation of poorly soluble weakly basic drugs using a small-scale in vitro transfer model. Int J Pharm 2020; 574:118917. [PMID: 31811926 DOI: 10.1016/j.ijpharm.2019.118917] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 11/27/2019] [Accepted: 11/28/2019] [Indexed: 12/26/2022]
Abstract
Formulation of amorphous solid dispersions (ASD) is one possibility to improve poor aqueous drug solubility by creating supersaturation. In case of weakly basic drugs like ketoconazole (KTZ), supersaturation can also be generated during the gastrointestinal (GI) transfer from the stomach to the intestine due to pH-dependent solubility. In both cases, the supersaturation during dissolution can be stabilized by polymeric precipitation inhibitors. A small-scale GI transfer model was used to compare the dissolution performance of ASD versus crystalline KTZ with the polymeric precipitation inhibitor HPMCAS. Similar in vitro AUCs were found for the transfer from SGF pH2 into FaSSIF. Moreover, the impact of variability in gastric pH on drug dissolution was assessed. Here, the ASD performed significantly better at a simulated hypochlorhydric gastric pHof 4. Last, the importance of drug-polymer interactions for precipitation inhibition was evaluated. HPMCAS HF and LF grades with and without the basic polymer Eudragit EPO were used. However, EPO caused a faster precipitation probably due to competition for the interaction sites between KTZ and HPMCAS. Thus, the results are suited to assess the benefits of amorphous formulations vs. precipitation inhibitors under different gastrointestinal conditions to optimize the design of such drug delivery systems.
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Affiliation(s)
- Carolin Auch
- Institute of Pharmacy, Faculty I of Natural Sciences, Martin Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120 Halle/Saale, Germany; Department of Pharmaceutical Technologies, Merck Healthcare KGaA, Frankfurter Straße 250, 64293 Darmstadt, Germany
| | - Christian Jede
- Department of Analytical Development, Merck Healthcare KGaA, Frankfurter Straße 250, 64293 Darmstadt, Germany
| | - Meike Harms
- Department of Pharmaceutical Technologies, Merck Healthcare KGaA, Frankfurter Straße 250, 64293 Darmstadt, Germany
| | - Christian Wagner
- Department of Pharmaceutical Technologies, Merck Healthcare KGaA, Frankfurter Straße 250, 64293 Darmstadt, Germany
| | - Karsten Mäder
- Institute of Pharmacy, Faculty I of Natural Sciences, Martin Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120 Halle/Saale, Germany.
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Simões MF, Pereira A, Cardoso S, Cadonau S, Werner K, Pinto RMA, Simões S. Five-Stage Approach for a Systematic Screening and Development of Etravirine Amorphous Solid Dispersions by Hot-Melt Extrusion. Mol Pharm 2020; 17:554-568. [PMID: 31774685 DOI: 10.1021/acs.molpharmaceut.9b00996] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The aim of this study was to develop a fast, effective, and material sparing screening method to design amorphous solid dispersions (ASDs) of etravirine to drive more effectively the development process, leading to improved bioavailability (BA) and stability. A systematic step-by-step approach was followed by combining theoretical calculations with high-throughput screening (HTS) and software-assisted multivariate statistical analysis. The thermodynamic miscibility and interaction of the drug in several polymers were predicted using Hansen solubility parameters (δ). The selected polymers were evaluated by HTS, using solvent evaporation. Binary compositions were evaluated by their solubilization capacity and physical stability over 2 months. JMP 14.0 was used for multivariate statistical analysis using principal components analysis. Extrusion was performed in Thermo Scientific HAAKE MiniLab II, and extrudates were characterized by assay, related substances, dissolution, and physical state (polarized light microscopy (PLM), Raman spectroscopy, and X-ray powder diffraction (XRPD)). A short stability study was performed where milled extrudates were exposed to 25 °C/60%RH and 40 °C/75%RH for 3 months. Through thermodynamic predictions, five main polymers were selected. The HTS enabled the evaluation of 42 formulations for solubilization capacity and physical stability. The three most promising compositions were selected for hot-melt extrusion (HME) tests. In general, a good correlation was found among the results of theoretical predictions, HTS, and HME. Poly(vinylpyrrolidone) (PVP)-based formulations were shown to be easily extrudable, with low degradation and complete amorphicity, whereas in Soluplus, the drug was not miscible, leading to a high crystalline content. The drug release rate was improved more than two times with PVP, and the manufactured ASD was demonstrated to be stable physically and chemically. A fast and effective screening technique to develop stable ASDs for a poorly soluble drug was successfully developed as applied to etravirine. The given method is easy to use, requires a low amount of drug, and is fairly accurate in predicting the amorphization of the drug when formulated. The success of HME formulation development of etravirine was undoubtedly enhanced with this high-throughput tool, which led to the identification of extrudates with improved biopharmaceutical properties. The structural characterization performed by PLM, XRPD, and Raman spectroscopy demonstrated that the HME prototype was essentially amorphous. The unexpected stability at 40 °C/75%RH was correlated with the presence of molecular interaction characterized by Raman spectroscopy.
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Affiliation(s)
- Marta F Simões
- Bluepharma - Indústria Farmacêutica , São Martinho do Bispo , 3045-016 Coimbra , Portugal.,Faculty of Pharmacy , University of Coimbra , Azinhaga de Santa Comba , 3000-548 Coimbra , Portugal
| | - Alexandra Pereira
- Bluepharma - Indústria Farmacêutica , São Martinho do Bispo , 3045-016 Coimbra , Portugal
| | - Sara Cardoso
- Bluepharma - Indústria Farmacêutica , São Martinho do Bispo , 3045-016 Coimbra , Portugal
| | | | - Karl Werner
- Midas Pharma GmbH , Rheinstrasse 49 , 55218 Ingelheim , Germany
| | - Rui M A Pinto
- Bluepharma - Indústria Farmacêutica , São Martinho do Bispo , 3045-016 Coimbra , Portugal
| | - Sérgio Simões
- Bluepharma - Indústria Farmacêutica , São Martinho do Bispo , 3045-016 Coimbra , Portugal.,Faculty of Pharmacy , University of Coimbra , Azinhaga de Santa Comba , 3000-548 Coimbra , Portugal
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Effects of Different Formulation Methods on Drug Crystallinity, Drug-Carrier Interaction, and Ex Vivo Permeation of a Ternary Solid Dispersion Containing Nisoldipine. J Pharm Innov 2019. [DOI: 10.1007/s12247-019-09415-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Mendonsa N, Almutairy B, Kallakunta VR, Sarabu S, Thipsay P, Bandari S, Repka MA. Manufacturing strategies to develop amorphous solid dispersions: An overview. J Drug Deliv Sci Technol 2019; 55. [PMID: 32863891 DOI: 10.1016/j.jddst.2019.101459] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Since the past several decades, poor water solubility of existing and new drugs in the pipeline have remained a challenging issue for the pharmaceutical industry. Literature describes several approaches to improve the overall solubility, dissolution rate, and bioavailability of drugs with poor water solubility. Moreover, the development of amorphous solid dispersion (SD) using suitable polymers and methods have gained considerable importance in the recent past. In the present review, we attempt to discuss the important and industrially scalable thermal strategies for the development of amorphous SD. These include both solvent (spray drying and fluid bed processing) and fusion (hot melt extrusion and KinetiSol®) based techniques. The current review also provides insights into the thermodynamic properties of drugs, their polymer miscibility and solubility, and their molecular dynamics to develop stable and more efficient amorphous SD.
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Affiliation(s)
- Nicole Mendonsa
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Bjad Almutairy
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Venkata Raman Kallakunta
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Sandeep Sarabu
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Priyanka Thipsay
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Suresh Bandari
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States
| | - Michael A Repka
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, Oxford, MS, 38677, United States.,Pii Center for Pharmaceutical Innovation & Instruction, The University of Mississippi, Oxford, MS, 38677, United States
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30
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Evaluation of Lipophilic Properties of Thermoplastic Granule in Formulation of Sustained Release Matrix in Solid Dosage Forms. Pharm Chem J 2019. [DOI: 10.1007/s11094-019-02058-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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31
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Paudwal G, Rawat N, Gupta R, Baldi A, Singh G, Gupta PN. Recent Advances in Solid Dispersion Technology for Efficient Delivery of Poorly Water-Soluble Drugs. Curr Pharm Des 2019; 25:1524-1535. [DOI: 10.2174/1381612825666190618121553] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 06/11/2019] [Indexed: 11/22/2022]
Abstract
Drug discovery is generally considered as a costly affair and it takes approximately 15 years to reach a
new chemical entity into the market. Among the recent potent drug molecules with most effective pharmacological
properties, very few reached for Phase I clinical trial in humans. Unfortunately, the historical average reveals
an almost 90% overall attrition rate in clinical trials. The solubility and permeability of a drug are the critical
factors influencing the success of a drug. Oral drug delivery systems still continue to exist as the most favored,
simplest and easiest administration route. A huge number of potential clinical candidates won’t make it to the
market or accomplish their maximum capacity except if their solubility and oral bioavailability are enhanced by
formulation. The solubility of drugs will continue to exist as important aspects of formulation development. With
the emergence of synthetic methods for new molecule synthesis in chemistry and better screening methods, the
number of poorly water soluble compounds has dramatically expanded in the last few years. Solid dispersion is
one of the most important techniques as it can be prepared by several methods. It is mostly prepared with a drug
having poor water solubility and it explores hydrophilic polymers either individually or in combination for the
enhancement of solubility. In comparison to the conventional formulations such as tablets or capsules, there are
different methods with which solid dispersions can be prepared and also have many benefits over conventional
drug delivery approaches. Solid dispersion systems are potential for increasing the solubility, oral absorption and
bioavailability of drugs and the significance of the solid dispersion technology is constantly increasing. The main
focus of this review is to present recent advancements in the area of solid dispersion. This review also includes an
account of recent patents on solid dispersion and clinical status of solid dispersion based formulations.
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Affiliation(s)
- Gourav Paudwal
- PK-PD Toxicology & Formulation Division, CSIR-Indian Institute of Integrative Medicine, Jammu, India
| | - Neha Rawat
- Department of Pharmacy, Maharaja Ranjit Singh Punjab Technical University, Bathinda, India
| | - Rahul Gupta
- PK-PD Toxicology & Formulation Division, CSIR-Indian Institute of Integrative Medicine, Jammu, India
| | - Ashish Baldi
- Department of Pharmacy, Maharaja Ranjit Singh Punjab Technical University, Bathinda, India
| | - Gurdarshan Singh
- PK-PD Toxicology & Formulation Division, CSIR-Indian Institute of Integrative Medicine, Jammu, India
| | - Prem N. Gupta
- PK-PD Toxicology & Formulation Division, CSIR-Indian Institute of Integrative Medicine, Jammu, India
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Nukala PK, Palekar S, Patki M, Fu Y, Patel K. Multi-dose oral abuse deterrent formulation of loperamide using hot melt extrusion. Int J Pharm 2019; 569:118629. [PMID: 31425818 DOI: 10.1016/j.ijpharm.2019.118629] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 08/02/2019] [Accepted: 08/13/2019] [Indexed: 01/01/2023]
Abstract
Loperamide, an over the counter anti-diarrheal drug, also infamously referred to as "poor man's methadone". Due to the ease of availability and low price, people/patients abuse it by consuming more than 30 tablets to achieve euphoric effect and to combat opioid withdrawal. But supratherapeutic doses of loperamide result in severe respiratory depression, cardiac dysrhythmia and mortality. To address this issue, we developed a unique and innovative technology to deter multi-dose oral abuse. The concept is to design a tablet which can immediate release loperamide in diarrheic patients (single tablet) while stops loperamide release in case of intentional multi-dose ingestion. Loperamide was molecularly dispersed into gastric soluble cationic polymers - Eudragit® EPO and Kollicoat® Smartseal 100P using hot melt extrusion to obtain filament. Filaments were milled and compressed into tablets ((Eudragit® EPO (SJU1) and Kollicoat® Smartseal (SJU2)) with optimized amount of L-Arginine. Dissolution in 250 mL of Fasted state simulated gastric fluid (FaSSGF) revealed that single tablet of Imodium® (marketed formulation) and SJU1 showed >85% of release within 15 min. Most importantly, in multi-unit dissolution (15 tablets), Imodium® exhibited >90% release but SJU tablets showed <2% of drug release thus demonstrating its ability to deter multi-dose oral abuse.
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Affiliation(s)
- Pavan Kumar Nukala
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY 11439, United States
| | - Siddhant Palekar
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY 11439, United States
| | - Manali Patki
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY 11439, United States
| | - Yige Fu
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY 11439, United States
| | - Ketan Patel
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY 11439, United States.
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Salunkhe N, Jadhav N, More H, Choudhari P. Sericin Inhibits Devitrification of Amorphous Drugs. AAPS PharmSciTech 2019; 20:285. [PMID: 31407105 DOI: 10.1208/s12249-019-1475-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 07/10/2019] [Indexed: 11/30/2022] Open
Abstract
The purpose of the present investigation was to analyze devitrification of amorphous drugs such as lornoxicam, meloxicam, and felodipine in the presence of sericin. The binary solid dispersions comprising varying mass ratios of drug and sericin were subject to amorphization by spray drying, solvent evaporation, ball milling, and physical mixing. Further, obtained solid dispersions (SDs) were characterized by HPLC, ATR-FTIR, H1NMR, molecular docking, accelerated stability study at 40°C and 75 ± 2% RH (XRD and DSC), and in vitro dissolution studies. The HPLC analysis indicated no decomposition of the drugs during the spray drying process. From ATR-FTIR, NMR, and molecular docking study, it was revealed that H-bonding played a vital role in amorphous drug stabilization. An excellent devitrification inhibition was observed in case of lornoxicam (SDLS3) and meloxicam (SDMS3) SDs prepared by spray drying. On the other hand, spray-dried SD of felodipine (SDFS3) showed traces of microcrystals. The percent crystallinity of SDLS3, SDMS3, and SDFS3 was found to be 7.4%, 8.23%, and 18.31% respectively indicating adequate amorphization. The dissolution performance of SDLS, SDMS, and SDFS after 3 months showed > 85% than SDs prepared by other methods. Thus, sericin significantly inhibited crystallization and was responsible for amorphous state stabilization of pharmaceuticals.
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34
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Stability studies of hot-melt extruded ternary solid dispersions of poorly-water soluble indomethacin with poly(vinyl pyrrolidone-co-vinyl acetate) and polyethylene oxide. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2019.04.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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35
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Dołęga A, Zieliński PM, Osiecka-Drewniak N. New Insight Into Thermodynamical Stability of Carbamazepine. J Pharm Sci 2019; 108:2654-2660. [PMID: 30926446 DOI: 10.1016/j.xphs.2019.03.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 02/07/2019] [Accepted: 03/19/2019] [Indexed: 10/27/2022]
Abstract
Carbamazepine (CBZ)-an antiepileptic drug-belongs to Biopharmaceutics Classification System II Class. It has low solubility and consequently limited bioavailability. One of the ways to improve drugs solubility is amorphization of their structure. Herein, cooling CBZ-at different cooling rates-was investigated as a way to obtain glassy, better soluble form. During preliminary differential scanning calorimetry experiments, some peculiar behavior of the examined material, different from those stated in the literature, was observed. Further investigations using differential scanning calorimetry, thermogravimetric analysis, and polarizing optical microscope revealed that decomposition temperature of CBZ is about 30°C lower than previously assumed. Moreover, high-resolution thermogravimetric measurements indicate that some decomposition processes could start even below the temperature reported as the melting point of the form I of CBZ.
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Affiliation(s)
- Agnieszka Dołęga
- Department of Soft Matter Research Institute of Nuclear Physics Polish Academy of Sciences, PL-31342 Krakow, Poland.
| | - Piotr M Zieliński
- Department of Soft Matter Research Institute of Nuclear Physics Polish Academy of Sciences, PL-31342 Krakow, Poland
| | - Natalia Osiecka-Drewniak
- Department of Soft Matter Research Institute of Nuclear Physics Polish Academy of Sciences, PL-31342 Krakow, Poland
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36
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Lin X, Su L, Li N, Hu Y, Tang G, Liu L, Li H, Yang Z. Understanding the mechanism of dissolution enhancement for poorly water-soluble drugs by solid dispersions containing Eudragit® E PO. J Drug Deliv Sci Technol 2018. [DOI: 10.1016/j.jddst.2018.10.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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37
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Salem AE, Mohamed EA, Elghadban HM, Abdelghani GM. Potential combination topical therapy of anal fissure: development, evaluation, and clinical study†. Drug Deliv 2018; 25:1672-1682. [PMID: 30430875 PMCID: PMC6237160 DOI: 10.1080/10717544.2018.1507059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
To treat anal fissure, internal anal sphincterotomy may be associated with surgical risks and incidence of incontinence. Botulinum toxin injection into the anal sphincter is invasive and expensive. Headache and hypotension hindered topical treatment with glyceryl trinitrate. Greater patient compliance, potentiated efficacy, reduced side effects, and lower cost are the major advantages offered by the combination therapy. Therefore, combination topical gels of nifedipine (NIF), lidocaine hydrochloride (LDH) and betamethasone valerate (BMV) were prepared and evaluated regarding viscosity, pH, drug content, and in vitro release. Compatibility study of drug-drug and drug-excipient mixtures preceded the formulation. Stability study was performed. A prospective randomized clinical trial was conducted for six weeks to assess the efficacy of the optimized formula in the treatment of anal fissure either acute (AAF, 37 patients) or chronic (CAF, 34 patients) in comparison with three single drug market products. The compatibility was indicated except in case of LDH with each of poloxamer 407 (P407), methylparaben, and propylparaben as well as BMV with P407. The gels showed acceptable viscosity ranges, tolerated pH values, and drugs content limits complying with the pharmacopeial limit. The gel containing 10% Transcutol® (F2) was selected as optimized formula due to the significant (p < 0.05) enhancement in NIF release. The recommended storage temperature was 8 °C. In comparison with the market products, the optimized gel can be represented as a potential combination therapy of acute and chronic anal fissures as suggested by significantly increased healing% and significantly reduced pain, bleeding, anal discharge and itching without side effects.
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Affiliation(s)
- Amgad E Salem
- a Faculty of Pharmacy, Department of Pharmaceutics , Mansoura University , Mansoura , Egypt
| | - Elham A Mohamed
- a Faculty of Pharmacy, Department of Pharmaceutics , Mansoura University , Mansoura , Egypt
| | - Hosam M Elghadban
- b Department of Surgery , Mansoura University Hospital , Mansoura , Egypt
| | - Galal M Abdelghani
- a Faculty of Pharmacy, Department of Pharmaceutics , Mansoura University , Mansoura , Egypt
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Gajda M, Nartowski KP, Pluta J, Karolewicz B. The role of the polymer matrix in solvent-free hot melt extrusion continuous process for mechanochemical synthesis of pharmaceutical cocrystal. Eur J Pharm Biopharm 2018; 131:48-59. [DOI: 10.1016/j.ejpb.2018.07.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 05/24/2018] [Accepted: 07/02/2018] [Indexed: 12/30/2022]
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Kawakami K, Bi Y, Yoshihashi Y, Sugano K, Terada K. Time-dependent phase separation of amorphous solid dispersions: Implications for accelerated stability studies. J Drug Deliv Sci Technol 2018. [DOI: 10.1016/j.jddst.2018.05.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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40
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Physical Stability of Amorphous Solid Dispersions: a Physicochemical Perspective with Thermodynamic, Kinetic and Environmental Aspects. Pharm Res 2018; 35:125. [PMID: 29687226 DOI: 10.1007/s11095-018-2408-3] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 04/13/2018] [Indexed: 10/17/2022]
Abstract
PURPOSE Amorphous solid dispersions (ASDs) have been widely used in the pharmaceutical industry for solubility enhancementof poorly water-soluble drugs. The physical stability, however, remainsone of the most challenging issues for the formulation development.Many factors can affect the physical stability via different mechanisms, and therefore an in-depth understanding on these factors isrequired. METHODS In this review, we intend to summarize the physical stability of ASDsfrom a physicochemical perspective whereby factors that can influence the physical stability areclassified into thermodynamic, kinetic and environmental aspects. RESULTS The drug-polymer miscibility and solubility are consideredas the main thermodynamicfactors which may determine the spontaneity of the occurrence of the physical instabilityof ASDs. Glass-transition temperature,molecular mobility, manufacturing process,physical stabilityof amorphous drugs, and drug-polymerinteractionsareconsideredas the kinetic factors which areassociated with the kinetic stability of ASDs on aging. Storage conditions including temperature and humidity could significantly affect the thermodynamicand kineticstabilityof ASDs. CONCLUSION When designing amorphous solid dispersions, it isrecommended that these thermodynamic, kinetic and environmental aspects should be completely investigatedand compared to establish rationale formulations for amorphous solid dispersions with high physical stability.
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A 3D printed bilayer oral solid dosage form combining metformin for prolonged and glimepiride for immediate drug delivery. Eur J Pharm Sci 2018; 120:40-52. [PMID: 29678613 DOI: 10.1016/j.ejps.2018.04.020] [Citation(s) in RCA: 125] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 04/15/2018] [Accepted: 04/16/2018] [Indexed: 01/03/2023]
Abstract
Fused Deposition Modelling (a.k.a. FDM-3D printing) has been previously employed in the development of personalized medicines with unique properties and release behavior. In the present work, a bilayer dosage form containing two anti-diabetic drugs with different daily dosage regimens; i.e. metformin and glimepiride, was manufactured via FDM 3D printing, studied using a variety of techniques and characterized in vitro. Metformin and glimepiride were embedded in Eudragit® RL sustained release layer and polyvinyl alcohol (PVA) layer respectively. Incorporation of more than one API's into the formulation is desirable, as it increases patient compliance and reduces cost of treatment, especially when distinct dosages of API's can be adjusted individually in situ, in order to meet each patient's specific needs, a capability provided by 3D printing. A number of different preparation methods, which involved different plasticizers and extruders, were tested on manufacturing Eudragit® RL drug-loaded filaments for printing the sustained release layer. The properties of the produced filaments were assessed by means of mechanical and physicochemical characterization techniques and the filaments with the optimum properties were used for printing. Microfocus computed tomography (μCT) imaging-based actual/nominal comparison analysis showed a printing accuracy ranging between -100, +200 μm, while X-ray (XRD) diffractograms revealed the incorporation of the (initially crystalline) API's as amorphous dispersions into polymer matrices. Dissolution tests showed sufficient drug release for both drugs in desired time frames (75 min for glimepiride and 480 min for metformin). The results from the current study emphasize the potentiality of 3D printing technology for tailor-made solid dosage forms for combined pharmacotherapy, even at the cases when API's with different desirable release profiles are employed.
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Fuenmayor E, Forde M, Healy AV, Devine DM, Lyons JG, McConville C, Major I. Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms. Pharmaceutics 2018; 10:E44. [PMID: 29614811 PMCID: PMC6027190 DOI: 10.3390/pharmaceutics10020044] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Revised: 03/27/2018] [Accepted: 03/28/2018] [Indexed: 02/07/2023] Open
Abstract
Material choice is a fundamental consideration when it comes to designing a solid dosage form. The matrix material will ultimately determine the rate of drug release since the physical properties (solubility, viscosity, and more) of the material control both fluid ingress and disintegration of the dosage form. The bulk properties (powder flow, concentration, and more) of the material should also be considered since these properties will influence the ability of the material to be successfully manufactured. Furthermore, there is a limited number of approved materials for the production of solid dosage forms. The present study details the complications that can arise when adopting pharmaceutical grade polymers for fused-filament fabrication in the production of oral tablets. The paper also presents ways to overcome each issue. Fused-filament fabrication is a hot-melt extrusion-based 3D printing process. The paper describes the problems encountered in fused-filament fabrication with Kollidon® VA64, which is a material that has previously been utilized in direct compression and hot-melt extrusion processes. Formulation and melt-blending strategies were employed to increase the printability of the material. The paper defines for the first time the essential parameter profile required for successful 3D printing and lists several pre-screening tools that should be employed to guide future material formulation for the fused-filament fabrication of solid dosage forms.
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Affiliation(s)
- Evert Fuenmayor
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
| | - Martin Forde
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
| | - Andrew V Healy
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
| | - Declan M Devine
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
| | - John G Lyons
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
| | - Christopher McConville
- School of Pharmacy, Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK.
| | - Ian Major
- Materials Research Institute, Athlone Institute of Technology, Dublin Road, N37 HD68 Athlone, Ireland.
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43
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Kulkarni C, Kelly AL, Gough T, Jadhav V, Singh KK, Paradkar A. Application of hot melt extrusion for improving bioavailability of artemisinin a thermolabile drug. Drug Dev Ind Pharm 2017; 44:206-214. [PMID: 29145748 DOI: 10.1080/03639045.2017.1386200] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Hot melt extrusion has been used to produce a solid dispersion of the thermolabile drug artemisinin. Formulation and process conditions were optimized prior to evaluation of dissolution and biopharmaceutical performance. Soluplus®, a low Tg amphiphilic polymer especially designed for solid dispersions enabled melt extrusion at 110 °C although some drug-polymer incompatibility was observed. Addition of 5% citric acid as a pH modifier was found to suppress the degradation. The area under plasma concentration time curve (AUC0-24h) and peak plasma concentration (Cmax) were four times higher for the modified solid dispersion compared to that of pure artemisinin.
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Affiliation(s)
- C Kulkarni
- a Centre of Pharmaceutical Engineering Science , University of Bradford , Bradford , UK
| | - A L Kelly
- a Centre of Pharmaceutical Engineering Science , University of Bradford , Bradford , UK
| | - T Gough
- a Centre of Pharmaceutical Engineering Science , University of Bradford , Bradford , UK
| | - V Jadhav
- b C U Shah College of Pharmacy , Shreemati Nathibai Damodar Thackersey (SNDT) Women's University , Mumbai , India
| | - K K Singh
- c School of Pharmacy and Biomedical Sciences , University of Central Lancashire , Preston, Lancashire , UK
| | - A Paradkar
- a Centre of Pharmaceutical Engineering Science , University of Bradford , Bradford , UK
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44
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Varghese S, Ghoroi C. Improving the wetting and dissolution of ibuprofen using solventless co-milling. Int J Pharm 2017; 533:145-155. [DOI: 10.1016/j.ijpharm.2017.09.062] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Revised: 09/19/2017] [Accepted: 09/22/2017] [Indexed: 10/18/2022]
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45
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Wong WS, Lee CS, Er HM, Lim WH, Wong SF. Biocompatible palm stearin-based polyesteramide as polymer carrier for solid dispersion. J Appl Polym Sci 2017. [DOI: 10.1002/app.45892] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Wei Seng Wong
- School of Postgraduate Studies and Research; International Medical University; No. 126, Jalan Jalil Perkasa 19, Bukit Jalil Kuala Lumpur 57000 Malaysia
| | - Choy Sin Lee
- Department of Pharmaceutical Chemistry, School of Pharmacy; International Medical University; No. 126, Jalan Jalil Perkasa 19, Bukit Jalil Kuala Lumpur 57000 Malaysia
| | - Hui Meng Er
- Department of Pharmaceutical Chemistry, School of Pharmacy; International Medical University; No. 126, Jalan Jalil Perkasa 19, Bukit Jalil Kuala Lumpur 57000 Malaysia
| | - Wen Huei Lim
- Malaysian Palm Oil Board, Advanced Oleochemical Technology Division; 6, Persiaran Institut, Kawasan Institusi Bangi, 43000 Bandar Baru Bangi, Selangor Malaysia
| | - Shew Fung Wong
- Department of Pathology; International Medical University; No. 126, Jalan Jalil Perkasa 19, Bukit Jalil Kuala Lumpur 57000 Malaysia
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Keating AV, Soto J, Tuleu C, Forbes C, Zhao M, Craig DQM. Solid state characterisation and taste masking efficiency evaluation of polymer based extrudates of isoniazid for paediatric administration. Int J Pharm 2017; 536:536-546. [PMID: 28687346 DOI: 10.1016/j.ijpharm.2017.07.008] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/15/2017] [Accepted: 07/03/2017] [Indexed: 11/30/2022]
Abstract
Hot melt extrusion has gained considerable attention as a novel technique for taste masking of bitter APIs. The aim of this study was to investigate whether hot melt extrusion could be used to develop taste masked formulations of isoniazid and also to evaluate and correlate different taste assessment methods Two polymers with different physico-chemical properties, Soluplus and Eudragit E-PO were chosen as carriers for the drug. Eudragit E-PO has already been widely used for taste masking due to its selective release properties, while Soluplus has not been studied in this regard but provides a useful comparator of a polymer that should release the drug reasonably efficiently. Polymeric formulations of isoniazid were produced with drug loadings of 20% and 30% w/w. The solid state characteristics of the formulations were assessed by differential scanning calorimetry and powder X-ray diffraction. The taste of isoniazid was assessed using the rodent Brief Access Taste Aversion (BATA) model, while formulations were assessed using the electronic tongue and dissolution under simulated oral conditions. Investigation into the drug loading effect with these two polymers showed that all Soluplus based extrudates with drug loading up to 30% w/w were fully amorphous while Eudragit E-PO based extrudates contained crystalline drug as demonstrated by both DSC and PXRD, dependent on loading. BATA testing of isoniazid gave an IC50 value, i.e. the dose of drug which inhibits 50% of licks, of 11.1mg/mL. Taste assessment of the formulations using both simulated oral drug release and the electronic tongue demonstrated that Eudragit E-PO based formulations had a better taste masking efficiency than Soluplus. This is due to the fact that significantly less isoniazid is released from the Eudragit E-PO based formulations under oral conditions.
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Affiliation(s)
- Alison V Keating
- UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK
| | - Jessica Soto
- UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK; Novartis Pharma AG, Basel, Switzerland
| | - Catherine Tuleu
- UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK
| | - Claire Forbes
- Pfizer UK Ltd., Ramsgate Road, Sandwich, Kent, CT13 9ND, UK
| | - Min Zhao
- School of Pharmacy, Queen's University Belfast, Lisburn Road, Belfast, BT9 7BL, UK
| | - Duncan Q M Craig
- UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK.
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47
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Insights into Nano- and Micron-Scale Phase Separation in Amorphous Solid Dispersions Using Fluorescence-Based Techniques in Combination with Solid State Nuclear Magnetic Resonance Spectroscopy. Pharm Res 2017; 34:1364-1377. [PMID: 28455777 DOI: 10.1007/s11095-017-2145-z] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 03/15/2017] [Indexed: 11/26/2022]
Abstract
PURPOSE Miscibility between the drug and the polymer in an amorphous solid dispersion (ASD) is considered to be one of the most important factors impacting the solid state stability and dissolution performance of the active pharmaceutical ingredient (API). The research described herein utilizes emerging fluorescence-based methodologies to probe (im)miscibility of itraconazole (ITZ)-hydroxypropyl methylcellulose (HPMC) ASDs. METHODS The ASDs were prepared by solvent evaporation with varying evaporation rates and were characterized by steady-state fluorescence spectroscopy, confocal imaging, differential scanning calorimetry (DSC), and solid state nuclear magnetic resonance (ssNMR) spectroscopy. RESULTS The size of the phase separated domains for the ITZ-HPMC ASDs was affected by the solvent evaporation rate. Smaller domains (<10 nm) were observed in spray-dried ASDs, whereas larger domains (>30 nm) were found in ASDs prepared using slower evaporation rates. Confocal imaging provided visual confirmation of phase separation along with chemical specificity, achieved by selectively staining drug-rich and polymer-rich phases. ssNMR confirmed the results of fluorescence-based techniques and provided information on the size of phase separated domains. CONCLUSIONS The fluorescence-based methodologies proved to be sensitive and rapid in detecting phase separation, even at the nanoscale, in the ITZ-HPMC ASDs. Fluorescence-based methods thus show promise for miscibility evaluation of spray-dried ASDs.
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48
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Theoretical and experimental investigation of drug-polymer interaction and miscibility and its impact on drug supersaturation in aqueous medium. Eur J Pharm Biopharm 2016; 107:16-31. [DOI: 10.1016/j.ejpb.2016.06.024] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 06/29/2016] [Accepted: 06/30/2016] [Indexed: 11/24/2022]
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49
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Alhijjaj M, Belton P, Qi S. An investigation into the use of polymer blends to improve the printability of and regulate drug release from pharmaceutical solid dispersions prepared via fused deposition modeling (FDM) 3D printing. Eur J Pharm Biopharm 2016; 108:111-125. [PMID: 27594210 DOI: 10.1016/j.ejpb.2016.08.016] [Citation(s) in RCA: 162] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 08/17/2016] [Accepted: 08/29/2016] [Indexed: 12/13/2022]
Abstract
FDM 3D printing has been recently attracted increasing research efforts towards the production of personalized solid oral formulations. However, commercially available FDM printers are extremely limited with regards to the materials that can be processed to few types of thermoplastic polymers, which often may not be pharmaceutically approved materials nor ideal for optimizing dosage form performance of poor soluble compounds. This study explored the use of polymer blends as a formulation strategy to overcome this processability issue and to provide adjustable drug release rates from the printed dispersions. Solid dispersions of felodipine, the model drug, were successfully fabricated using FDM 3D printing with polymer blends of PEG, PEO and Tween 80 with either Eudragit E PO or Soluplus. As PVA is one of most widely used polymers in FDM 3D printing, a PVA based solid dispersion was used as a benchmark to compare the polymer blend systems to in terms of processability. The polymer blends exhibited excellent printability and were suitable for processing using a commercially available FDM 3D printer. With 10% drug loading, all characterization data indicated that the model drug was molecularly dispersed in the matrices. During in vitro dissolution testing, it was clear that the disintegration behavior of the formulations significantly influenced the rates of drug release. Eudragit EPO based blend dispersions showed bulk disintegration; whereas the Soluplus based blends showed the 'peeling' style disintegration of strip-by-strip. The results indicated that interplay of the miscibility between excipients in the blends, the solubility of the materials in the dissolution media and the degree of fusion between the printed strips during FDM process can be used to manipulate the drug release rate of the dispersions. This brings new insight into the design principles of controlled release formulations using FDM 3D printing.
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Affiliation(s)
- Muqdad Alhijjaj
- School of Pharmacy, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK; Department of Pharmaceutics, College of Pharmacy, University of Basrah, Basrah, Iraq
| | - Peter Belton
- School of Chemistry, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK
| | - Sheng Qi
- School of Pharmacy, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK.
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50
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Polymeric Amorphous Solid Dispersions: A Review of Amorphization, Crystallization, Stabilization, Solid-State Characterization, and Aqueous Solubilization of Biopharmaceutical Classification System Class II Drugs. J Pharm Sci 2016; 105:2527-2544. [DOI: 10.1016/j.xphs.2015.10.008] [Citation(s) in RCA: 659] [Impact Index Per Article: 73.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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