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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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2
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Investigating sizing induced surface alterations in crystalline powders using surface energy heterogeneity determination. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2021.10.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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3
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Hadjittofis E, Vargas SM, Litster JD, Sedransk Campbell KL. Τhe role of surface energy in the apparent solubility of two different calcite crystal habits. Proc Math Phys Eng Sci 2021; 477:20210200. [PMID: 35153572 PMCID: PMC8385356 DOI: 10.1098/rspa.2021.0200] [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: 03/05/2021] [Accepted: 07/22/2021] [Indexed: 11/12/2022] Open
Abstract
The interplay between polymorphism and facet-specific surface energy on the dissolution of crystals is examined in this work. It is shown that, using cationic additives, it is possible to produce star-shaped calcite crystals at very high supersaturations. In crystallization processes following the Ostwald rule of stages these star-shaped crystals appear to have higher solubility than both their rhombohedral counterparts and needle-shaped aragonite crystals. The vapour pressures of vaterite, aragonite, star-shaped calcite and rhombohedral calcite crystals are measured using thermogravimetric analysis and the corresponding enthalpies of melting are obtained. Using inverse gas chromatography, the surface energy of the aforementioned crystals is measured as well and the surface energy of the main crystal facets is calculated. Combining the effect of facet-specific surface energies and the enthalpies of melting on a modified version of the classical solubility equation for regular solutions, it is proved that the star-shaped calcite crystals can indeed have higher apparent solubility than aragonitecrystals.
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Affiliation(s)
- Eftychios Hadjittofis
- Department of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, UK
- UCB Pharma SA, Chemin du Foriest, B-1420 Braine-l'Alleud, Belgium
| | | | - James D. Litster
- Department of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, UK
| | - Kyra L. Sedransk Campbell
- Department of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, UK
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4
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Bauer F, Meyer R, Bertmer M, Naumov S, Al-Naji M, Wissel J, Steinhart M, Enke D. Silanization of siliceous materials, part 3: Modification of surface energy and acid-base properties of silica nanoparticles determined by inverse gas chromatography (IGC). Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2021.126472] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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5
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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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6
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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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7
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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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8
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On surface energy and acid–base properties of highly porous parent and surface treated activated carbons using inverse gas chromatography. J IND ENG CHEM 2019. [DOI: 10.1016/j.jiec.2018.09.046] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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9
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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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10
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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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11
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Hadjittofis E, Zhang GGZ, Heng JYY. Influence of sample preparation on IGC measurements: the cases of silanised glass wool and packing structure. RSC Adv 2017. [DOI: 10.1039/c7ra00178a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A high amount of silanised wool can influence IGC measurements, especially for low surface energy/area materials.
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Affiliation(s)
- Eftychios Hadjittofis
- Surfaces and Particle Engineering Laboratory
- Department of Chemical Engineering
- Imperial College London
- London SW7 2AZ
- UK
| | - Geoff G. Z. Zhang
- Drug Product Development
- Research and Development
- AbbVie Inc
- North Chicago
- USA
| | - Jerry Y. Y. Heng
- Surfaces and Particle Engineering Laboratory
- Department of Chemical Engineering
- Imperial College London
- London SW7 2AZ
- UK
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12
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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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13
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Alloul H, Roques-Carmes T, Toufaily J, Kassir M, Pelletier M, Razafitianamaharavo A, Hamieh T, Villiéras F. Towards a better description of organosilane grafting onto silica particles using volumetric techniques based on molecular probing. ADSORPTION 2016. [DOI: 10.1007/s10450-016-9800-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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14
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Jones MD, Buckton G. Comparison of the cohesion-adhesion balance approach to colloidal probe atomic force microscopy and the measurement of Hansen partial solubility parameters by inverse gas chromatography for the prediction of dry powder inhalation performance. Int J Pharm 2016; 509:419-430. [PMID: 27265314 DOI: 10.1016/j.ijpharm.2016.06.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 05/20/2016] [Accepted: 06/01/2016] [Indexed: 10/21/2022]
Abstract
The abilities of the cohesive-adhesive balance approach to atomic force microscopy (AFM) and the measurement of Hansen partial solubility parameters by inverse gas chromatography (IGC) to predict the performance of carrier-based dry powder inhaler (DPI) formulations were compared. Five model drugs (beclometasone dipropionate, budesonide, salbutamol sulphate, terbutaline sulphate and triamcinolone acetonide) and three model carriers (erythritol, α-lactose monohydrate and d-mannitol) were chosen, giving fifteen drug-carrier combinations. Comparison of the AFM and IGC interparticulate adhesion data suggested that they did not produce equivalent results. Comparison of the AFM data with the in vitro fine particle delivery of appropriate DPI formulations normalised to account for particle size differences revealed a previously observed pattern for the AFM measurements, with a slightly cohesive AFM CAB ratio being associated with the highest fine particle fraction. However, no consistent relationship between formulation performance and the IGC data was observed. The results as a whole highlight the complexity of the many interacting variables that can affect the behaviour of DPIs and suggest that the prediction of their performance from a single measurement is unlikely to be successful in every case.
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Affiliation(s)
- Matthew D Jones
- Department of Pharmaceutics, UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, United Kingdom; Department of Pharmacy and Pharmacology, University of Bath, Bath, BA2 7AY, United Kingdom.
| | - Graham Buckton
- Department of Pharmaceutics, UCL School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, United Kingdom.
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15
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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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16
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Ramanaiah S, Karde V, Venkateswarlu P, Ghoroi C. Effect of temperature on the surface free energy and acid–base properties of Gabapentin and Pregabalin drugs − a comparative study. RSC Adv 2015. [DOI: 10.1039/c5ra03032c] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Temperature dependent surface energy variations observed in Gabapentin and Pregabalin drugs.
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Affiliation(s)
- S. Ramanaiah
- Department of Chemistry
- Sri Venkateswara University
- Tirupati-517502
- India
| | - Vikram Karde
- DryProTech Lab
- Chemical Engineering
- Indian Institute of Technology Gandhinagar
- Ahmedabad-382424
- India
| | - P. Venkateswarlu
- Department of Chemistry
- Sri Venkateswara University
- Tirupati-517502
- India
| | - Chinmay Ghoroi
- DryProTech Lab
- Chemical Engineering
- Indian Institute of Technology Gandhinagar
- Ahmedabad-382424
- India
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