1
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Zhang K, Qian S, Liu Z, Liu H, Lin Z, Heng W, Gao Y, Zhang J, Wei Y. Specific surface area of mannitol rather than particle size dominant the dissolution rate of poorly water-soluble drug tablets: A study of binary mixture. Int J Pharm 2024; 660:124280. [PMID: 38802025 DOI: 10.1016/j.ijpharm.2024.124280] [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: 01/04/2024] [Revised: 05/15/2024] [Accepted: 05/24/2024] [Indexed: 05/29/2024]
Abstract
The dissolution behavior of tablets, particularly those containing poorly water-soluble drugs, is a critical factor in determining their absorption and therapeutic efficacy. Traditionally, the particle size of excipients has been considered a key property affecting tablet dissolution. However, lurasidone hydrochloride (LH) tablets prepared by similar particle size mannitol, namely M200 (D90 = 209.68 ± 1.42 μm) and 160C (D90 = 195.38 ± 6.87 μm), exhibiting significant differences in their dissolution behavior. In order to find the fundamental influential factors of mannitol influencing the dissolution of LH tablets, the properties (particle size, water content, true density, bulk density, tapped density, specific surface area, circularity, surface free energy, mechanical properties and flowability) of five grades mannitol including M200 and 160C were investigated. Principal component analysis (PCA) was used to establish a relationship between mannitol properties and the dissolution behavior of LH. The results demonstrated that specific surface area (SSA) emerged as the key property influencing the dissolution of LH tablets. Moreover, our investigation based on the percolation theory provided further insights that the SSA of mannitol influences the probability of LH-LH bonding and LH infinite cluster formation, resulting in the different percolation threshold states, then led to different dissolution behaviors. Importantly, it is worth noting that these findings do not invalidate previous conclusions, as reducing particle size generally increases SSA, thereby affecting the percolation threshold and dissolution behavior of LH. Instead, this study provides a deeper understanding of the underlying role played by excipient SSA in the dissolution of drug tablets. This study provides valuable guidance for the development of novel excipients aimed at improving drug dissolution functionality.
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Affiliation(s)
- Ke Zhang
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Shuai Qian
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Zhenjing Liu
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Huina Liu
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Zezhi Lin
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Weili Heng
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Yuan Gao
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Jianjun Zhang
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China.
| | - Yuanfeng Wei
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China.
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2
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Bade I, Karde V, Schenck L, Solomos M, Figus M, Chen C, Axnanda S, Heng JYY. Process-Induced Crystal Surface Anisotropy and the Impact on the Powder Properties of Odanacatib. Pharmaceutics 2024; 16:883. [PMID: 39065580 PMCID: PMC11279451 DOI: 10.3390/pharmaceutics16070883] [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: 05/07/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 07/28/2024] Open
Abstract
Crystalline active pharmaceutical ingredients with comparable size and surface area can demonstrate surface anisotropy induced during crystallization or downstream unit operations such as milling. To the extent that varying surface properties impacts bulk powder properties, the final drug product performance such as stability, dissolution rates, flowability, and dispersibility can be predicted by understanding surface properties such as surface chemistry, energetics, and wettability. Here, we investigate the surface properties of different batches of Odanacatib prepared through either jet milling or fast precipitation from various solvent systems, all of which meet the particle size specification established to ensure equivalent biopharmaceutical performance. This work highlights the use of orthogonal surface techniques such as Inverse Gas Chromatography (IGC), Brunauer-Emmett-Teller (BET) surface area, contact angle, and X-ray Photoelectron Spectroscopy (XPS) to demonstrate the effect of processing history on particle surface properties to explain differences in bulk powder properties.
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Affiliation(s)
- Isha Bade
- Department of Chemical Engineering, South Kensington Campus, Imperial College London, London SW7 2AZ, UK; (I.B.); (V.K.)
| | - Vikram Karde
- Department of Chemical Engineering, South Kensington Campus, Imperial College London, London SW7 2AZ, UK; (I.B.); (V.K.)
| | - Luke Schenck
- Oral Formulation Sciences, Merck & Co., Inc., Rahway, NJ 07065, USA; (L.S.)
| | - Marina Solomos
- Oral Formulation Sciences, Merck & Co., Inc., Rahway, NJ 07065, USA; (L.S.)
| | - Margaret Figus
- Analytical Research & Development, Merck & Co., Inc., Rahway, NJ 07065, USA; (M.F.); (C.C.)
| | - Chienhung Chen
- Analytical Research & Development, Merck & Co., Inc., Rahway, NJ 07065, USA; (M.F.); (C.C.)
| | - Stephanus Axnanda
- Analytical Research & Development, Merck & Co., Inc., Rahway, NJ 07065, USA; (M.F.); (C.C.)
| | - Jerry Y. Y. Heng
- Department of Chemical Engineering, South Kensington Campus, Imperial College London, London SW7 2AZ, UK; (I.B.); (V.K.)
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3
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Hamieh T. Thermal Surface Properties, London Dispersive and Polar Surface Energy of Graphene and Carbon Materials Using Inverse Gas Chromatography at Infinite Dilution. Molecules 2024; 29:2871. [PMID: 38930936 PMCID: PMC11206878 DOI: 10.3390/molecules29122871] [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: 05/23/2024] [Revised: 06/13/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
The thermal surface properties of graphenes and carbon materials are of crucial importance in the chemistry of materials, chemical engineering, and many industrial processes. BACKGROUND The determination of these surface properties is carried out using inverse gas chromatography at infinite dilution, which leads to the retention volume of organic solvents adsorbed on solid surfaces. This experimental and fundamental parameter actually reflects the surface thermodynamic interactions between injected probes and solid substrates. METHODS The London dispersion equation and the Hamieh thermal model are used to quantify the London dispersive and polar surface energy of graphenes and carbon fibers as well their Lewis acid-base constants by introducing the coupling amphoteric constant of materials. RESULTS The London dispersive and polar acid-base surface energies, the free energy of adsorption, the polar enthalpy and entropy, and the Lewis acid-base constants of graphenes and carbon materials are determined. CONCLUSIONS It is shown that graphene exhibited the highest values of London dispersive surface energy, polar surface energy, and Lewis acid-base constants. The highest characteristics of graphene justify its great potentiality and uses in many industrial applications.
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Affiliation(s)
- Tayssir Hamieh
- Faculty of Science and Engineering, Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands;
- Laboratory of Materials, Catalysis, Environment and Analytical Methods (MCEMA), Faculty of Sciences, Lebanese University, Beirut P.O. Box 6573/14, Lebanon
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4
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Jones-Salkey O, Chu Z, Ingram A, Windows-Yule CRK. Reviewing the Impact of Powder Cohesion on Continuous Direct Compression (CDC) Performance. Pharmaceutics 2023; 15:1587. [PMID: 37376036 DOI: 10.3390/pharmaceutics15061587] [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: 04/03/2023] [Revised: 05/08/2023] [Accepted: 05/10/2023] [Indexed: 06/29/2023] Open
Abstract
The pharmaceutical industry is undergoing a paradigm shift towards continuous processing from batch, where continuous direct compression (CDC) is considered to offer the most straightforward implementation amongst powder processes due to the relatively low number of unit operations or handling steps. Due to the nature of continuous processing, the bulk properties of the formulation will require sufficient flowability and tabletability in order to be processed and transported effectively to and from each unit operation. Powder cohesion presents one of the greatest obstacles to the CDC process as it inhibits powder flow. As a result, there have been many studies investigating potential manners in which to overcome the effects of cohesion with, to date, little consideration of how these controls may affect downstream unit operations. The aim of this literature review is to explore and consolidate this literature, considering the impact of powder cohesion and cohesion control measures on the three-unit operations of the CDC process (feeding, mixing, and tabletting). This review will also cover the consequences of implementing such control measures whilst highlighting subject matter which could be of value for future research to better understand how to manage cohesive powders for CDC manufacture.
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Affiliation(s)
- Owen Jones-Salkey
- Oral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield SK10 2NA, UK
- School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK
| | - Zoe Chu
- Oral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield SK10 2NA, UK
- School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK
| | - Andrew Ingram
- School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK
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5
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Klitou P, Rosbottom I, Karde V, Heng JY, Simone E. Relating Crystal Structure to Surface Properties: A Study on Quercetin Solid Forms. CRYSTAL GROWTH & DESIGN 2022; 22:6103-6113. [PMID: 36217418 PMCID: PMC9542717 DOI: 10.1021/acs.cgd.2c00707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/05/2022] [Indexed: 06/16/2023]
Abstract
The surface energy and surface chemistry of a crystal are of great importance when designing particles for a specific application, as these will impact both downstream manufacturing processes as well as final product quality. In this work, the surface properties of two different quercetin solvates (quercetin dihydrate and quercetin DMSO solvate) were studied using molecular (synthonic) modeling and experimental techniques, including inverse gas chromatography (IGC) and contact angle measurements, to establish a relationship between crystal structure and surface properties. The attachment energy model was used to predict morphologies and calculate surface properties through the study of their growth synthons. The modeling results confirmed the surface chemistry anisotropy for the two forms. For quercetin dihydrate, the {010} facets were found to grow mainly by nonpolar offset quercetin-quercetin stacking interactions, thus being hydrophobic, while the {100} facets were expected to be hydrophilic, growing by a polar quercetin-water hydrogen bond. For QDMSO, the dominant facet {002} grows by a strong polar quercetin-quercetin hydrogen bonding interaction, while the second most dominant facet {011} grows by nonpolar π-π stacking interactions. Water contact angle measurements and IGC confirmed a greater overall surface hydrophilicity for QDMSO compared to QDH and demonstrated surface energy heterogeneity for both structures. This work shows how synthonic modeling can help in the prediction of the surface nature of crystalline particles and guide the choice of parameters that will determine the optimal crystal form and final morphology for targeted surface properties, for example, the choice of crystallization conditions, choice of solvent, or presence of additives or impurities, which can direct the crystallization of a specific crystal form or crystal shape.
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Affiliation(s)
- Panayiotis Klitou
- School
of Food Science and Nutrition, Food Colloids and Bioprocessing Group, University of Leeds, Woodhouse Ln., Woodhouse, LeedsLS2 9JT, United Kingdom
| | - Ian Rosbottom
- Department
of Chemical Engineering, Imperial College
London, Imperial College Rd, South Kensington, LondonSW7 2AZ, United Kingdom
| | - Vikram Karde
- Department
of Chemical Engineering, Imperial College
London, Imperial College Rd, South Kensington, LondonSW7 2AZ, United Kingdom
| | - Jerry Y.Y. Heng
- Department
of Chemical Engineering, Imperial College
London, Imperial College Rd, South Kensington, LondonSW7 2AZ, United Kingdom
| | - Elena Simone
- School
of Food Science and Nutrition, Food Colloids and Bioprocessing Group, University of Leeds, Woodhouse Ln., Woodhouse, LeedsLS2 9JT, United Kingdom
- Department
of Applied Science and Technology, Politecnico
di Torino, Corso Duca degli Abruzzi, 24, 10129TorinoTO, Italy
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6
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Di Pasquale N, Davidchack RL. Cleaving Method for Molecular Crystals and Its Application to Calculation of the Surface Free Energy of Crystalline β-d-Mannitol at Room Temperature. J Phys Chem A 2022; 126:2134-2141. [PMID: 35324191 PMCID: PMC9007450 DOI: 10.1021/acs.jpca.2c00604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
![]()
Calculation
of the surface free energy (SFE) is an important application
of the thermodynamic integration (TI) methodology, which was mainly
employed for atomic crystals (such as Lennard–Jones or metals).
In this work, we present the calculation of the SFE of a molecular
crystal using the cleaving technique which we implemented in the LAMMPS
molecular dynamics package. We apply this methodology to a crystal
of β-d-mannitol at room temperature and report the
results for two types of force fields belonging to the GROMOS family:
all atoms and united atoms. The results show strong dependence on
the type of force field used, highlighting the need for the development
of better force fields to model the surface properties of molecular
crystals. In particular, we observe that the united-atoms force field,
despite its higher degree of coarse graining compared to the all-atoms
force field, produces SFE results in better agreement with the experimental
results from inverse gas chromatography measurements.
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Affiliation(s)
- Nicodemo Di Pasquale
- School of Mathematics and Actuarial Science, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Ruslan L Davidchack
- School of Mathematics and Actuarial Science, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
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7
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Ke WR, Kwok PCL, Khanal D, Chang RYK, Chan HK. Co-spray dried hydrophobic drug formulations with crystalline lactose for inhalation aerosol delivery. Int J Pharm 2021; 602:120608. [PMID: 33862136 DOI: 10.1016/j.ijpharm.2021.120608] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 04/05/2021] [Accepted: 04/11/2021] [Indexed: 01/15/2023]
Abstract
Spray drying is a rapid method for converting a liquid feed into dried particles for inhalation aerosols. Lactose is a major inhalation excipient used in spray-dried (SD) formulations. However, SD powders produced from solutions are usually amorphous hence unstable to moisture. This problem can potentially be minimized by spray drying a suspension (instead of solution) containing crystalline lactose particles and dissolved drugs. In the present study, the suspension formulation containing dissolved budesonide (BUD) or rifampicin (RIF) and suspended lactose crystals in isopropanol alcohol (IPA) were produced. For comparison, powders were also produced from solution formulations containing the same proportions of drug and lactose dissolved in 50:50 IPA/water as controls. These SD powders were stored at 25 °C/60% RH and 40 °C/75% RH for six months. The particulate properties and in vitro dispersion performance were examined at various storage time points. All powders obtained from spray drying of solutions recrystallized after one week of storage at 25 °C/60% RH. In contrast, SD BUD-lactose obtained from suspension did not change until after three-months of storage when the particle size increased gradually with morphology change and yet the crystallinity remained the same as determined by X-ray powder diffraction. For the SD RIF-lactose obtained from suspension, both particulate properties and in vitro powder dispersion performance showed no significant difference before and after storage at both storage conditions. To conclude, this is the first study to show that SD powder formulations obtained from suspensions containing lactose crystals demonstrated superior storage stability performance, which is desirable for inhaled powders.
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Affiliation(s)
- Wei-Ren Ke
- Advanced Drug Delivery Group, School of Pharmacy, University of Sydney, Sydney, NSW, Australia
| | - Philip Chi Lip Kwok
- Advanced Drug Delivery Group, School of Pharmacy, University of Sydney, Sydney, NSW, Australia
| | - Dipesh Khanal
- Advanced Drug Delivery Group, School of Pharmacy, University of Sydney, Sydney, NSW, Australia
| | - Rachel Yoon Kyung Chang
- Advanced Drug Delivery Group, School of Pharmacy, University of Sydney, Sydney, NSW, Australia
| | - Hak-Kim Chan
- Advanced Drug Delivery Group, School of Pharmacy, University of Sydney, Sydney, NSW, Australia.
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8
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9
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Ngeow YW, Williams DR, Chapman AV, Heng JYY. Surface Energy Mapping of Modified Silica Using IGC Technique at Finite Dilution. ACS OMEGA 2020; 5:10266-10275. [PMID: 32426583 PMCID: PMC7226851 DOI: 10.1021/acsomega.9b03920] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 03/31/2020] [Indexed: 06/11/2023]
Abstract
The reinforcing silica filler, which can be more than 40% of an elastomer composite, plays a key role to achieve the desired mechanical properties in elastomer vulcanizates. However, the highly hydrophilic nature of silica surface causes silica particle aggregation. It remained a challenge for many tire manufacturers when using silica-filled elastomer compounds. Here, the silica surface energy changes when the surface is modified with coupling or noncoupling silanes; coupling silanes can covalently bond the silica to the elastomers. The surface energy of silica was determined using inverse gas chromatography (IGC) at finite dilution (FD-IGC) and found to be reduced by up to 50% when the silica surface was silanized. The spatial distribution of silica aggregates within the tire matrix is determined by transmission electron microscopy (TEM) and a direct correlation between aggregate size (silica microdispersion) and work of cohesion from IGC is reported, highlighting surface energy and work of cohesion being excellent indicators of the degree of dispersion of silica aggregates.
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Affiliation(s)
- Yen Wan Ngeow
- Technology
and Engineering Division, Malaysian Rubber
Board, 47000 Sungai Buloh, Selangor, Malaysia
| | - Daryl R. Williams
- Department
of Chemical Engineering, Imperial College
London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Andrew V. Chapman
- Tun
Abdul Razak Research Centre, Brickendonbury, Hertford SG13 8NL, United Kingdom
| | - Jerry Y. Y. Heng
- Department
of Chemical Engineering, Imperial College
London, South Kensington Campus, London SW7 2AZ, United Kingdom
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10
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Influence of interparticle structuring on the surface energetics of a binary powder system. Int J Pharm 2020; 581:119295. [DOI: 10.1016/j.ijpharm.2020.119295] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 03/28/2020] [Accepted: 03/30/2020] [Indexed: 11/19/2022]
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11
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High shear seeded granulation: Its preparation mechanism, formulation, process, evaluation, and mathematical simulation. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.03.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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12
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Hirschberg C, Jensen NS, Boetker J, Madsen AØ, Kääriäinen TO, Kääriäinen ML, Hoppu P, George SM, Murtomaa M, Sun CC, Risbo J, Rantanen J. Improving Powder Characteristics by Surface Modification Using Atomic Layer Deposition. Org Process Res Dev 2019. [DOI: 10.1021/acs.oprd.9b00247] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Cosima Hirschberg
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Nikolaj Sølvkær Jensen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Johan Boetker
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Anders Østergaard Madsen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Tommi O. Kääriäinen
- NovaldMedical Ltd Oy, Telkäntie 5, 82500 Kitee, Finland
- Department of Chemistry, University of Colorado, Boulder, Colorado 80309, United States
| | | | - Pekka Hoppu
- NovaldMedical Ltd Oy, Telkäntie 5, 82500 Kitee, Finland
| | - Steven M. George
- Department of Chemistry, University of Colorado, Boulder, Colorado 80309, United States
| | - Matti Murtomaa
- Department of Physics and Astronomy, University of Turku, 20014 Turku, Finland
| | - Changquan Calvin Sun
- Department of Pharmaceutics, University of Minnesota, 308 Harvard St. SE, Minneapolis, Minnesota 55455, United States
| | - Jens Risbo
- Department of Food Sciences, University of Copenhagen, Rolighedsvej 30, 1958 Frederiksberg, Denmark
| | - Jukka Rantanen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
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13
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Bauer F, Meyer R, Czihal S, Bertmer M, Decker U, Naumov S, Uhlig H, Steinhart M, Enke D. Functionalization of porous siliceous materials, Part 2: Surface characterization by inverse gas chromatography. J Chromatogr A 2019; 1603:297-310. [DOI: 10.1016/j.chroma.2019.06.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Revised: 06/12/2019] [Accepted: 06/12/2019] [Indexed: 01/12/2023]
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14
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Huang XH, Song JJ, Li H, Gong MT, Zhang Y. Selective removal of nicotine from the main stream smoke by using a surface-imprinted polymer monolith as adsorbent. JOURNAL OF HAZARDOUS MATERIALS 2019; 365:53-63. [PMID: 30408687 DOI: 10.1016/j.jhazmat.2018.10.101] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 10/30/2018] [Accepted: 10/31/2018] [Indexed: 05/11/2023]
Abstract
Using molecularly imprinted polymer as a selective adsorbent for gaseous toxicants is a novel attempt. In present work, a nicotine surface-imprinted monolith (MIM) was used for the selective removal of nicotine from smoke. First, the retention capacity and selectivity for this MIM was tested by using it as the stationary phase in gas chromatography and chromatographic conditions optimized. Then, the gas phase adsorption isotherms of MIM were constructed and the adsorption thermodynamics explored. At last, the applicability for MIM in the removal of nicotine in smoke was explored. Results indicated a stronger retention capacity and a higher selectivity of MIM toward the template vapor, with a capacity factor (87.88) and a selectivity factor (10.15) under the optimized conditions. A higher standard adsorption enthalpy change for this MIM toward the template (ΔHa0 = 65.53 kJ mol-1) than that for the non-imprinted monolith (NIM) column (ΔHa0 = 47.46 kJ mol-1) was observed. The adsorption isotherm for MIM appears the BET type II shape, while that for the NIM was approximately linear. When this MIM was used as the adsorbent, it exhibited a high performance in the selective removal of nicotine from the main stream smoke, with an adsorption percentage of 99.43%.
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Affiliation(s)
- X H Huang
- College of Chemistry and Chemical Engineering, Jishou University, Hunan, Jishou, 416000, China
| | - J J Song
- College of Chemistry and Chemical Engineering, Jishou University, Hunan, Jishou, 416000, China
| | - H Li
- College of Chemistry and Chemical Engineering, Jishou University, Hunan, Jishou, 416000, China; Key Laboratory of Plant Resource Conservation and Utilization, Jishou University, Hunan, Jishou, 416000, China.
| | - M T Gong
- College of Chemistry and Chemical Engineering, Jishou University, Hunan, Jishou, 416000, China
| | - Y Zhang
- College of Chemistry and Chemical Engineering, Jishou University, Hunan, Jishou, 416000, China
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15
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Thapa P, Tripathi J, Jeong SH. Recent trends and future perspective of pharmaceutical wet granulation for better process understanding and product development. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2018.12.080] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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16
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17
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Hadjittofis E, Isbell MA, Karde V, Varghese S, Ghoroi C, Heng JYY. Influences of Crystal Anisotropy in Pharmaceutical Process Development. Pharm Res 2018; 35:100. [PMID: 29556822 PMCID: PMC5859710 DOI: 10.1007/s11095-018-2374-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 02/19/2018] [Indexed: 01/27/2023]
Abstract
Crystalline materials are of crucial importance to the pharmaceutical industry, as a large number of APIs are formulated in crystalline form, occasionally in the presence of crystalline excipients. Owing to their multifaceted character, crystals were found to have strongly anisotropic properties. In fact, anisotropic properties were found to be quite important for a number of processes including milling, granulation and tableting. An understanding of crystal anisotropy and an ability to control and predict crystal anisotropy are mostly subjects of interest for researchers. A number of studies dealing with the aforementioned phenomena are grounded on over-simplistic assumptions, neglecting key attributes of crystalline materials, most importantly the anisotropic nature of a number of their properties. Moreover, concepts such as the influence of interfacial phenomena in the behaviour of crystalline materials during their growth and in vivo, are still poorly understood. The review aims to address concepts from a molecular perspective, focusing on crystal growth and dissolution. It begins with a brief outline of fundamental concepts of intermolecular and interfacial phenomena. The second part discusses their relevance to the field of pharmaceutical crystal growth and dissolution. Particular emphasis is given to works dealing with mechanistic understandings of the influence of solvents and additives on crystal habit. Furthermore, comments and perspectives, highlighting future directions for the implementation of fundamental concepts of interfacial phenomena in the rational understanding of crystal growth and dissolution processes, have been provided.
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Affiliation(s)
- Eftychios Hadjittofis
- Surfaces and Particle Engineering Laboratory (SPEL), Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Mark Antonin Isbell
- Surfaces and Particle Engineering Laboratory (SPEL), Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Vikram Karde
- Surfaces and Particle Engineering Laboratory (SPEL), Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Sophia Varghese
- DryProTech Laboratory, Chemical Engineering, Indian Institute of Technology Gandhinagar, Palaj, Gandhinagar, Gujarat, 382355, India
| | - Chinmay Ghoroi
- DryProTech Laboratory, Chemical Engineering, Indian Institute of Technology Gandhinagar, Palaj, Gandhinagar, Gujarat, 382355, India
| | - Jerry Y Y Heng
- Surfaces and Particle Engineering Laboratory (SPEL), Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK.
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18
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Chiang WS, Georgi D, Yildirim T, Chen JH, Liu Y. A non-invasive method to directly quantify surface heterogeneity of porous materials. Nat Commun 2018; 9:784. [PMID: 29472604 PMCID: PMC5823877 DOI: 10.1038/s41467-018-03151-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Accepted: 01/24/2018] [Indexed: 11/09/2022] Open
Abstract
It is extremely challenging to measure the variation of pore surface properties in complex porous systems even though many porous materials have widely differing pore surface properties at microscopic levels. The surface heterogeneity results in different adsorption/desorption behaviors and storage capacity of guest molecules in pores. Built upon the conventional Porod's law scattering theory applicable mainly to porous materials with relatively homogeneous matrices, here we develop a generalized Porod's scattering law method (GPSLM) to study heterogeneous porous materials and directly obtain the variation of scattering length density (SLD) of pore surfaces. As SLD is a function of the chemical formula and density of the matrix, the non-invasive GPSLM provides a way to probe surface compositional heterogeneity, and can be applied to a wide range of heterogeneous materials especially, but not limited to, porous media and colloids, using either neutron or X-ray scattering techniques.
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Affiliation(s)
- Wei-Shan Chiang
- Aramco Services Company, Aramco Research Center-Houston, Houston, TX, 77084, USA.,Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.,Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, 19716, USA
| | - Daniel Georgi
- Aramco Services Company, Aramco Research Center-Houston, Houston, TX, 77084, USA
| | - Taner Yildirim
- Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA
| | - Jin-Hong Chen
- Aramco Services Company, Aramco Research Center-Houston, Houston, TX, 77084, USA.
| | - Yun Liu
- Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA. .,Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, 19716, USA.
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19
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Morkhade DM. Comparative impact of different binder addition methods, binders and diluents on resulting granule and tablet attributes via high shear wet granulation. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.07.038] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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20
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Biegaj KW, Rowland MG, Lukas TM, Heng JYY. Surface Chemistry and Humidity in Powder Electrostatics: A Comparative Study between Tribocharging and Corona Discharge. ACS OMEGA 2017; 2:1576-1582. [PMID: 31457523 PMCID: PMC6641046 DOI: 10.1021/acsomega.7b00125] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2017] [Accepted: 03/30/2017] [Indexed: 06/08/2023]
Abstract
In the present study, the correlation between surface chemical groups and the electrostatic properties of particulate materials was studied. Glass beads were modified to produce OH-, NH2-, CN-, and F-functionalized materials. The materials were charged separately both by friction and by conventional corona charging, and the results were compared. The results obtained from both methods indicated that the electrostatic properties are directly related to the surface functional group chemistry, with hydrophobic groups accumulating greater quantities of charge than hydrophilic groups. The fluorine-rich surface accumulated 5.89 times greater charge upon tribocharging with stainless steel than the hydroxyl-rich surface. However, in contrast to the tribocharging method, the charge polarity could not be determined when corona charging was used. Moreover, discharge profiles at different humidity levels (25% RH, 50% RH, and 75% RH) were obtained for each modified surface, which showed that higher humidity facilitates faster charge decay; however, this enhancement is surface chemistry-dependent. By increasing the humidity from 25% RH to 75% RH, the charge relaxation times can be accelerated 1.6 times for fluorine and 12.2 times for the cyano group. These data confirm that surface functional groups may dictate powder electrostatic behavior and account for observed charge accumulation and discharge phenomena.
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Affiliation(s)
- Karolina W. Biegaj
- Surfaces and Particle
Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United
Kingdom
| | - Martin G. Rowland
- Pfizer Research and Development, Pfizer Ltd., Discovery Park House, Sandwich, Kent CT13 9NJ, United Kingdom
| | - Tim M. Lukas
- Pfizer Research and Development, Pfizer Ltd., Discovery Park House, Sandwich, Kent CT13 9NJ, United Kingdom
| | - Jerry Y. Y. Heng
- Surfaces and Particle
Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United
Kingdom
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21
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Smith RR, Shah UV, Parambil JV, Burnett DJ, Thielmann F, Heng JYY. The Effect of Polymorphism on Surface Energetics of D-Mannitol Polymorphs. AAPS JOURNAL 2016; 19:103-109. [DOI: 10.1208/s12248-016-9978-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 08/17/2016] [Indexed: 11/30/2022]
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22
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Youm I, Musazzi UM, Gratton MA, Murowchick JB, Youan BBC. Label-Free Ferrocene-Loaded Nanocarrier Engineering for In Vivo Cochlear Drug Delivery and Imaging. J Pharm Sci 2016; 105:3162-3171. [PMID: 27449230 DOI: 10.1016/j.xphs.2016.04.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 04/13/2016] [Indexed: 01/08/2023]
Abstract
It is hypothesized that ferrocene (FC)-loaded nanocarriers (FC-NCs) are safe label-free contrast agents for cochlear biodistribution study by transmission electron microscopy (TEM). To test this hypothesis, after engineering, the poly(epsilon-caprolactone)/polyglycolide NCs are tested for stability with various types and ratios of sugar cryoprotectants during freeze-drying. Their physicochemical properties are characterized by UV-visible spectroscopy, dynamic light scattering, Fourier transform infrared spectroscopy, and scanning electron microscopy coupled with energy dispersive X-ray spectroscopy (SEM/EDS). The biodistribution of the FC-NCs in the cochlear tissue after intratympanic injection in guinea pigs is visualized by TEM. Auditory brainstem responses are measured before and after 4-day treatments. These FC-NCs have 153.4 ± 8.7 nm, 85.5 ± 11.2%, and -22.1 ± 1.1 mV as mean diameters, percent drug association efficiency, and zeta potential, respectively (n = 3). The incorporation of FC into the NCs is confirmed by Fourier transform infrared spectroscopy and SEM/EDS spectra. Lactose (3:1 ratio, v/v) is the most effective stabilizer after a 12-day study. The administered NCs are visible by TEM in the scala media cells of the cochlea. Based on auditory brainstem response data, FC-NCs do not adversely affect hearing. Considering the electrondense, radioactive, and magnetic properties of iron inside FC, FC-NCs are promising nanotemplate for future inner ear theranostics.
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Affiliation(s)
| | - Umberto M Musazzi
- Pharmaceutical Technology & Regulatory Affairs "Maria Edvige Sangalli" Unit, Department of Pharmaceutical Sciences, Università degli Studi di Milano, Milan 20133, Italy
| | - Michael Anne Gratton
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Saint-Louis University, St. Louis, Missouri 63110
| | - James B Murowchick
- Department of Geosciences, University of Missouri-Kansas City, Kansas City, Missouri 64110
| | - Bi-Botti C Youan
- Laboratory of Future Nanomedicines and Theoretical Chronopharmaceutics, Division of Pharmaceutical Sciences, School of Pharmacy, University of Missouri Kansas City, Kansas City, Missouri 64108.
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23
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Williams DR. Particle engineering in pharmaceutical solids processing: surface energy considerations. Curr Pharm Des 2016; 21:2677-94. [PMID: 25876912 PMCID: PMC5421142 DOI: 10.2174/1381612821666150416100319] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2015] [Accepted: 04/07/2015] [Indexed: 11/22/2022]
Abstract
During the past 10 years particle engineering in the pharmaceutical industry has become a topic of increasing importance. Engineers and pharmacists need to understand and control a range of key unit manufacturing operations such as milling, granulation, crystallisation, powder mixing and dry powder inhaled drugs which can be very challenging. It has now become very clear that in many of these particle processing operations, the surface energy of the starting, intermediate or final products is a key factor in understanding the processing operation and or the final product performance. This review will consider the surface energy and surface energy heterogeneity of crystalline solids, methods for the measurement of surface energy, effects of milling on powder surface energy, adhesion and cohesion on powder mixtures, crystal habits and surface energy, surface energy and powder granulation processes, performance of DPI systems and finally crystallisation conditions and surface energy. This review will conclude that the importance of surface energy as a significant factor in understanding the performance of many particulate pharmaceutical products and processes has now been clearly established. It is still nevertheless, work in progress both in terms of development of methods and establishing the limits for when surface energy is the key variable of relevance.
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Affiliation(s)
- Daryl R Williams
- Department of Chemical Engineering, Imperial College London, Prince Consort Road, Kensington London SW7 2AZ, United Kingdom.
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24
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Holm R, Borkenfelt S, Allesø M, Andersen JET, Beato S, Holm P. Investigation of surface porosity measurements and compaction pressure as means to ensure consistent contact angle determinations. Int J Pharm 2016; 498:355-61. [DOI: 10.1016/j.ijpharm.2015.12.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 12/05/2015] [Accepted: 12/09/2015] [Indexed: 10/22/2022]
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25
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Koner JS, Rajabi-Siahboomi A, Bowen J, Perrie Y, Kirby D, Mohammed AR. A Holistic Multi Evidence Approach to Study the Fragmentation Behaviour of Crystalline Mannitol. Sci Rep 2015; 5:16352. [PMID: 26553127 PMCID: PMC4639810 DOI: 10.1038/srep16352] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 10/01/2015] [Indexed: 11/09/2022] Open
Abstract
Mannitol is an essential excipient employed in orally disintegrating tablets due to its high palatability. However its fundamental disadvantage is its fragmentation during direct compression, producing mechanically weak tablets. The primary aim of this study was to assess the fracture behaviour of crystalline mannitol in relation to the energy input during direct compression, utilising ball milling as the method of energy input, whilst assessing tablet characteristics of post-milled powders. Results indicated that crystalline mannitol fractured at the hydrophilic (011) plane, as observed through SEM, alongside a reduction in dispersive surface energy. Disintegration times of post-milled tablets were reduced due to the exposure of the hydrophilic plane, whilst more robust tablets were produced. This was shown through higher tablet hardness and increased plastic deformation profiles of the post-milled powders, as observed with a lower yield pressure through an out-of-die Heckel analysis. Evaluation of crystal state using x-ray diffraction/differential scanning calorimetry showed that mannitol predominantly retained the β-polymorph; however x-ray diffraction provided a novel method to calculate energy input into the powders during ball milling. It can be concluded that particle size reduction is a pragmatic strategy to overcome the current limitation of mannitol fragmentation and provide improvements in tablet properties.
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Affiliation(s)
- Jasdip S Koner
- Aston Pharmacy School, Aston University, Birmingham, B4 7ET, UK
| | | | - James Bowen
- Department of Engineering and Innovation, Open University, Milton Keynes, MK7 6AA, UK
| | - Yvonne Perrie
- Aston Pharmacy School, Aston University, Birmingham, B4 7ET, UK
| | - Daniel Kirby
- Aston Pharmacy School, Aston University, Birmingham, B4 7ET, UK
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26
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Cares-Pacheco M, Calvet R, Vaca-Medina G, Rouilly A, Espitalier F. Inverse gas chromatography a tool to follow physicochemical modifications of pharmaceutical solids: Crystal habit and particles size surface effects. Int J Pharm 2015; 494:113-26. [DOI: 10.1016/j.ijpharm.2015.07.078] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 07/29/2015] [Accepted: 07/31/2015] [Indexed: 11/28/2022]
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27
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Mohammad MA. An equation to calculate the actual methylene middle parameter as a function of temperature. J Chromatogr A 2015; 1408:267-71. [PMID: 26187766 DOI: 10.1016/j.chroma.2015.07.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 06/29/2015] [Accepted: 07/01/2015] [Indexed: 10/23/2022]
Abstract
Methylene middle parameter [Formula: see text] , the product of the methylene group's cross-sectional area ( [Formula: see text] ) and the root square of its dispersive free energy ( [Formula: see text] ), is the key parameter to calculate the dispersive surface components of solids (γs(d)) using inverse gas chromatography (IGC) at different temperatures. The only method reported to calculate [Formula: see text] as a function of temperature is the Dorris-Gray method. However, the conventional values of [Formula: see text] calculated by the Dorris-Gray method depend heavily on theoretical aspects. This paper establishes a novel equation calculating the actual [Formula: see text] as a function of temperature using the latest and most accurate surface parameters of seven successive n-alkanes. The obtained actual [Formula: see text] values are slightly higher those of the conventional [Formula: see text] . At 20°C, the actual [Formula: see text] generates γs(d) values less than those generated using the conventional [Formula: see text] by ∼3%, and this reduction in calculated γs(d) values increases linearly to become ∼5% at 100°C. Therefore, using the new actual [Formula: see text] seems to mitigate the discrepancy between the γs(d) values measured by IGC and those measured by the contact angle method.
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Affiliation(s)
- Mohammad Amin Mohammad
- Department of Pharmacy and Pharmacology, University of Bath, Bath BA2 7AY, UK; Faculty of Pharmacy, University of Damascus, Damascus, Syria.
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28
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Yao Z, Ge L, Yang W, Xia M, Ji X, Jin M, Tang J, Dienstmaier J. Finite Dilution Inverse Gas Chromatography as a Versatile Tool To Determine the Surface Properties of Biofillers for Plastic Composite Applications. Anal Chem 2015; 87:6724-9. [DOI: 10.1021/acs.analchem.5b01004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Zhitong Yao
- College of Materials
Science and Environmental Engineering, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Liuqin Ge
- Ocean College, Zhejiang University, Hangzhou 310058, China
| | - Wenye Yang
- Ocean College, Zhejiang University, Hangzhou 310058, China
| | - Meisheng Xia
- Ocean College, Zhejiang University, Hangzhou 310058, China
| | - Xiaosheng Ji
- Ocean College, Zhejiang University, Hangzhou 310058, China
| | - Meiqing Jin
- College of Materials
Science and Environmental Engineering, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Junhong Tang
- College of Materials
Science and Environmental Engineering, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Jürgen Dienstmaier
- Surface Measurement
Systems Limited, 5 Wharfside, Rosemont
Road, London, HA0 4PE, United Kingdom
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29
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Kondor A, Dallos A. Adsorption isotherms of some alkyl aromatic hydrocarbons and surface energies on partially dealuminated Y faujasite zeolite by inverse gas chromatography. J Chromatogr A 2014; 1362:250-61. [DOI: 10.1016/j.chroma.2014.08.047] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2014] [Revised: 08/14/2014] [Accepted: 08/15/2014] [Indexed: 10/24/2022]
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30
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Mohammadi-Jam S, Waters K. Inverse gas chromatography applications: a review. Adv Colloid Interface Sci 2014; 212:21-44. [PMID: 25092057 DOI: 10.1016/j.cis.2014.07.002] [Citation(s) in RCA: 115] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 07/07/2014] [Accepted: 07/08/2014] [Indexed: 11/27/2022]
Abstract
Inverse gas chromatography (IGC) is a versatile, powerful, sensitive and relatively fast technique for characterizing the physicochemical properties of materials. Due to its applicability in determining surface properties of solids in any form such as films, fibres and powders of both crystalline and amorphous structures, IGC became a popular technique for surface characterization, used extensively soon after its development. One of the most appealing features of IGC that led to its popularity among analytical scientists in early years was its similarity in principle to analytical gas chromatography (GC). The main aspect which distinguishes IGC experiments from conventional GC is the role of mobile and stationary phases. Contrary to conventional GC, the material under investigation is placed in the chromatographic column and a known probe vapour is used to provide information on the surface. In this review, information concerning the history, instrumentation and applications is discussed. Examples of the many experiments developed for IGC method are selected and described. Materials that have been analysed include polymers, pharmaceuticals, minerals, surfactants, and nanomaterials. The properties that can be determined using the IGC technique include enthalpy and entropy of sorption, surface energy (dispersive and specific components), work of co/adhesion, miscibility and solubility parameters, surface heterogeneity, glass transition temperature, and specific surface area.
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31
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Shah UV, Olusanmi D, Narang AS, Hussain MA, Gamble JF, Tobyn MJ, Heng JY. Effect of crystal habits on the surface energy and cohesion of crystalline powders. Int J Pharm 2014; 472:140-7. [DOI: 10.1016/j.ijpharm.2014.06.014] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Revised: 06/03/2014] [Accepted: 06/07/2014] [Indexed: 10/25/2022]
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32
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Cares-Pacheco MG, Vaca-Medina G, Calvet R, Espitalier F, Letourneau JJ, Rouilly A, Rodier E. Physicochemical characterization of D-mannitol polymorphs: the challenging surface energy determination by inverse gas chromatography in the infinite dilution region. Int J Pharm 2014; 475:69-81. [PMID: 25151549 DOI: 10.1016/j.ijpharm.2014.08.029] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Revised: 08/15/2014] [Accepted: 08/17/2014] [Indexed: 11/27/2022]
Abstract
Nowadays, it is well known that surface interactions play a preponderant role in mechanical operations, which are fundamental in pharmaceutical processing and formulation. Nevertheless, it is difficult to correlate surface behaviour in processes to physical properties measurement. Indeed, most pharmaceutical solids have multiple surface energies because of varying forms, crystal faces and impurities contents or physical defects, among others. In this paper, D-mannitol polymorphs (α, β and δ) were studied through different characterization techniques highlighting bulk and surface behaviour differences. Due to the low adsorption behaviour of β and δ polymorphs, special emphasis has been paid to surface energy analysis by inverse gas chromatography, IGC. Surface energy behaviour has been studied in Henry's domain showing that, for some organic solids, the classical IGC infinite dilution zone is never reached. IGC studies highlighted, without precedent in literature, dispersive surface energy differences between α and β mannitol, with a most energetically active α form with a γ(s)(d) of 74.9 mJ·m⁻². Surface heterogeneity studies showed a highly heterogeneous α mannitol with a more homogeneous β (40.0 mJ·m⁻²) and δ mannitol (40.3 mJ·m⁻²). Moreover, these last two forms behaved similarly considering surface energy at different probe concentrations.
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Affiliation(s)
- M G Cares-Pacheco
- Université de Toulouse, Mines Albi, UMR CNRS 5302, Centre RAPSODEE, Campus Jarlard, Albi cedex 09 F-81013, France.
| | - G Vaca-Medina
- Université de Toulouse, INP-ENSIACET, LCA, Toulouse 310130, France; INRA, UMR 1010 CAI, Toulouse 310130, France
| | - R Calvet
- Université de Toulouse, Mines Albi, UMR CNRS 5302, Centre RAPSODEE, Campus Jarlard, Albi cedex 09 F-81013, France
| | - F Espitalier
- Université de Toulouse, Mines Albi, UMR CNRS 5302, Centre RAPSODEE, Campus Jarlard, Albi cedex 09 F-81013, France
| | - J-J Letourneau
- Université de Toulouse, Mines Albi, UMR CNRS 5302, Centre RAPSODEE, Campus Jarlard, Albi cedex 09 F-81013, France
| | - A Rouilly
- Université de Toulouse, INP-ENSIACET, LCA, Toulouse 310130, France; INRA, UMR 1010 CAI, Toulouse 310130, France
| | - E Rodier
- Université de Toulouse, Mines Albi, UMR CNRS 5302, Centre RAPSODEE, Campus Jarlard, Albi cedex 09 F-81013, France
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33
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Decoupling the Contribution of Surface Energy and Surface Area on the Cohesion of Pharmaceutical Powders. Pharm Res 2014; 32:248-59. [DOI: 10.1007/s11095-014-1459-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 07/02/2014] [Indexed: 11/28/2022]
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34
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Smith RR, Williams DR, Burnett DJ, Heng JYY. A new method to determine dispersive surface energy site distributions by inverse gas chromatography. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2014; 30:8029-8035. [PMID: 24946213 DOI: 10.1021/la500688d] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
A computational model to predict the relative energy site contributions of a heterogeneous material from data collected by finite dilution-inverse gas chromatography (FD-IGC) is presented in this work. The methodology employed a multisolvent system site filling model utilizing Boltzmann statistics, expanding on previous efforts to calculate "experienced energies" at varying coverage, yielding a retention volume distribution allowing calculation of a surface free energy distribution. Surface free energy distributions were experimentally measured for racemic ibuprofen and β-mannitol powders, the energies of each were found in the ranges 43-52 and 40-55 mJ/m(2), respectively, over a surface coverage range of 0-8%. The computed contributions to surface energy values were found to match closely with data collected on macroscopic crystals by alternative techniques (±<1.5 mJ/m(2)).
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Affiliation(s)
- Robert R Smith
- Surfaces and Particle Engineering Laboratory, Department of Chemical Engineering, Imperial College London , South Kensington Campus, London SW7 2AZ, U.K
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35
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Introducing inverse gas chromatography as a method of determining the surface heterogeneity of minerals for flotation. POWDER TECHNOL 2013. [DOI: 10.1016/j.powtec.2013.09.004] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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36
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Das SC, Behara SRB, Morton DA, Larson I, Stewart PJ. Importance of particle size and shape on the tensile strength distribution and de-agglomeration of cohesive powders. POWDER TECHNOL 2013. [DOI: 10.1016/j.powtec.2013.08.034] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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37
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Muehlenfeld C, Kann B, Windbergs M, Thommes M. Solid Dispersions Prepared by Continuous Cogrinding in an Air Jet Mill. J Pharm Sci 2013; 102:4132-9. [DOI: 10.1002/jps.23731] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 08/02/2013] [Accepted: 08/26/2013] [Indexed: 11/12/2022]
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38
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The accurate measurement of second virial coefficients using self-interaction chromatography: experimental considerations. Eur J Pharm Biopharm 2013; 85:1103-11. [PMID: 23623796 DOI: 10.1016/j.ejpb.2013.04.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Revised: 01/12/2013] [Accepted: 04/08/2013] [Indexed: 11/20/2022]
Abstract
Measurement of B22, the second virial coefficient, is an important technique for describing the solution behaviour of proteins, especially as it relates to precipitation, aggregation and crystallisation phenomena. This paper describes the best practise for calculating B22 values from self-interaction chromatograms (SIC) for aqueous protein solutions. Detailed analysis of SIC peak shapes for lysozyme shows that non-Gaussian peaks are commonly encountered for SIC, with typical peak asymmetries of 10%. This asymmetry reflects a non-linear chromatographic retention process, in this case heterogeneity of the protein-protein interactions. Therefore, it is important to use the centre of mass calculations for determining accurate retention volumes and thus B22 values. Empirical peak maximum chromatogram analysis, often reported in the literature, can result in errors of up to 50% in B22 values. A methodology is reported here for determining both the mean and the variance in B22 from SIC experiments, includes a correction for normal longitudinal peak broadening. The variance in B22 due to chemical effects is quantified statistically and is a measure of the heterogeneity of protein-protein interactions in solution. In the case of lysozyme, a wide range of B22 values are measured which can vary significantly from the average B22 values.
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39
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Burnett DJ, Khoo J, Naderi M, Heng JYY, Wang GD, Thielmann F. Effect of processing route on the surface properties of amorphous indomethacin measured by inverse gas chromatography. AAPS PharmSciTech 2012; 13:1511-7. [PMID: 23135965 PMCID: PMC3513430 DOI: 10.1208/s12249-012-9881-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Accepted: 10/19/2012] [Indexed: 11/30/2022] Open
Abstract
The aim of this study was to investigate the effect of processing route (i.e., quench cooling and ball milling) on the surface energy heterogeneity and surface chemistry of indomethacin (IMC). Recently developed inverse gas chromatography (IGC) methodology at finite concentrations was employed to determine the surface energy distributions of crystalline, quench cooled and milled IMC samples. Surface properties of crystalline and processed IMC were measurably different as determined by the IGC and other conventional characterization techniques: differential scanning calorimetry and powder X-ray diffraction. Quench cooled IMC was in fully amorphous form. Milled IMC showed no amorphous character by calorimetric or X-ray diffraction studies. It was demonstrated that both processed IMC samples were energetically more active than the crystalline IMC. In particular, milled IMC exhibited a relatively higher dispersive surface energy and higher surface basicity (electron donor capability). This may be attributed to the creation of surface defect sites or exposure of higher energy crystal facets during the milling process. This study confirms that processing route has notable influence on the surface energy distribution and surface acid-base character. IGC was demonstrated as a powerful technique for investigating surface properties of real-world, heterogeneous pharmaceutical materials.
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Affiliation(s)
- D J Burnett
- Surface Measurement Systems, Ltd, 2125 28th Street SW, Suite 1, Allentown, Pennsylvania 18103, USA.
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Effect of Milling on Particle Shape and Surface Energy Heterogeneity of Needle-Shaped Crystals. Pharm Res 2012; 29:2806-16. [DOI: 10.1007/s11095-012-0842-1] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2011] [Accepted: 07/30/2012] [Indexed: 10/28/2022]
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Das SC, Behara SRB, Bulitta JB, Morton DAV, Larson I, Stewart PJ. Powder Strength Distributions for Understanding De-agglomeration of Lactose Powders. Pharm Res 2012; 29:2926-35. [DOI: 10.1007/s11095-012-0799-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2011] [Accepted: 05/31/2012] [Indexed: 10/28/2022]
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Jia L, Li B, Shi B, Zhang H, Lan Y, Zhang X, Wang Y, Wang L. Quantitative analysis of interfacial tension effect on the impact strength of organic flame retardants and acrylonitrile-butadiene-styrene blends. J Appl Polym Sci 2011. [DOI: 10.1002/app.35211] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Ho R, Dilworth SE, Williams DR, Heng JYY. Role of Surface Chemistry and Energetics in High Shear Wet Granulation. Ind Eng Chem Res 2011. [DOI: 10.1021/ie2009263] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Raimundo Ho
- Surfaces and Particle Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Sarah E. Dilworth
- Pharmaceutical Development, AstraZeneca, Macclesfield, Cheshire SK10 2NA, United Kingdom
| | - Daryl R. Williams
- Surfaces and Particle Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Jerry Y. Y. Heng
- Surfaces and Particle Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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Otte A, Carvajal MT. Assessment of Milling-Induced Disorder of Two Pharmaceutical Compounds. J Pharm Sci 2011; 100:1793-804. [DOI: 10.1002/jps.22415] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2010] [Revised: 10/28/2010] [Accepted: 10/30/2010] [Indexed: 11/07/2022]
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Shi B, Wang Y, Jia L. Comparison of Dorris–Gray and Schultz methods for the calculation of surface dispersive free energy by inverse gas chromatography. J Chromatogr A 2011; 1218:860-2. [DOI: 10.1016/j.chroma.2010.12.050] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2010] [Revised: 11/20/2010] [Accepted: 12/13/2010] [Indexed: 10/18/2022]
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Das SC, Larson I, Morton DAV, Stewart PJ. Determination of the polar and total surface energy distributions of particulates by inverse gas chromatography. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2011; 27:521-523. [PMID: 21174410 DOI: 10.1021/la104135z] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
This Letter reports a technique of measuring polar surface energy distributions of lactose using inverse gas chromatography (IGC). The significance of this study is that the total surface energy distributions can now be characterized by combining the already known dispersive surface energy distribution with polar surface energy distribution determined in this study. The polar surface energy was calculated from the specific free energies for surface interactions with a monopolar basic probe, ethyl acetate, and a monopolar acidic probe, dichloromethane.
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Affiliation(s)
- Shyamal C Das
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University (Parkville campus), 381 Royal Parade, Victoria 3052, Australia.
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Ho R, Muresan AS, Hebbink GA, Heng JYY. Influence of fines on the surface energy heterogeneity of lactose for pulmonary drug delivery. Int J Pharm 2009; 388:88-94. [PMID: 20038447 DOI: 10.1016/j.ijpharm.2009.12.037] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2009] [Revised: 12/10/2009] [Accepted: 12/18/2009] [Indexed: 12/01/2022]
Abstract
The effects of the blending of lactose fines to the overall adhesion property of coarse alpha-lactose monohydrate carrier particles were investigated. Five samples, three of them commercial samples from DOMO (Lactohale) LH100, LH210, and LH250) whilst the other two are blends of LH210 and LH250, were studied. Characterisation included particle sizing, SEM, PXRD and IGC. Dispersive surface energy gamma(SV)(d) was determined using a finite concentration IGC method to obtain a distribution profile. The gamma(SV)(d) distribution of lactose crystals was found to vary from 40 to 48mJ/m(2). The unmilled coarse crystalline lactose sample (LH100) gamma(SV)(d) was lowest and showed less heterogeneity than the milled sample (LH250). Fines (LH210) were found to have the highest gamma(SV)(d) value. The samples with loaded LH210 were found to have a higher energy than LH100. The amount of LH210 in Blend 1 was not able to decrease surface energy heterogeneity, whereas sample Blend 2 showed adequate loading of fines to obtain a relatively homogeneous surface. Addition of fines resulted in an increase in gamma(SV)(d), suggesting that coarse lactose surfaces were replaced by surfaces of the fines. Increasing the loading of fines may result in a more homogeneous surface energy of lactose particles.
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Affiliation(s)
- Raimundo Ho
- Surfaces and Particle Engineering Laboratory, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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