1
|
Vertzoni M, Alsenz J, Augustijns P, Bauer-Brandl A, Bergström C, Brouwers J, Müllerz A, Perlovich G, Saal C, Sugano K, Reppas C. UNGAP best practice for improving solubility data quality of orally administered drugs. Eur J Pharm Sci 2021; 168:106043. [PMID: 34662708 DOI: 10.1016/j.ejps.2021.106043] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 10/11/2021] [Accepted: 10/13/2021] [Indexed: 11/03/2022]
Abstract
An important goal of the European Cooperation in Science and Technology (COST) Action UNGAP (UNderstanding Gastrointestinal Absorption-related Processes, www.ungap.eu) is to improve standardization of methods relating to the study of oral drug absorption. Solubility is a general term that refers to the maximum achievable concentration of a compound dissolved in a liquid medium. For orally administered drugs, relevant information on drug properties is crucial during drug (product) development and at the regulatory level. Collection of reliable and reproducible solubility data requires careful application and understanding of the limitations of the selected experimental method. In addition, the purity of a compound and its solid state form, as well as experimental parameters such as temperature of experimentation, media related factors, and sample handling procedures can affect data quality. In this paper, an international consensus developed by the COST UNGAP network on recommendations for collecting high quality solubility data for the development of orally administered drugs is proposed.
Collapse
Affiliation(s)
- M Vertzoni
- National and Kapodistrian University of Athens, Department of Pharmacy, Zografou, Greece
| | - J Alsenz
- Roche Pharmaceutical Research & Early Development, Basel, Switzerland
| | - P Augustijns
- KU Leuven, Drug Delivery and Disposition, Leuven, Belgium
| | - A Bauer-Brandl
- University of Southern Denmark, Department of Physics Chemistry and Pharmacy, Odense, Denmark
| | - Cas Bergström
- Uppsala University, Department of Pharmacy, Uppsala, Sweden
| | - J Brouwers
- KU Leuven, Drug Delivery and Disposition, Leuven, Belgium
| | - A Müllerz
- University of Copenhagen, Department of Pharmacy, Copenhagen, Denmark
| | - G Perlovich
- The Russian Academy of Sciences, Institute of Solution Chemistry, Department of Physical Chemistry of Drugs, Ivanovo, Russia
| | - C Saal
- Merck KGaA, Analytics Healthcare, Darmstadt, Germany
| | - K Sugano
- Ritsumeikan University, College of Pharmaceutical Sciences, Kusatsu, Japan
| | - C Reppas
- National and Kapodistrian University of Athens, Department of Pharmacy, Zografou, Greece.
| |
Collapse
|
2
|
Chan KA, Shalygin AS, Martyanov ON, Welton T, Kazarian SG. High throughput study of ionic liquids in controlled environments with FTIR spectroscopic imaging. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116412] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
3
|
Tiernan H, Byrne B, Kazarian SG. Insight into Heterogeneous Distribution of Protein Aggregates at the Surface Layer Using Attenuated Total Reflection-Fourier Transform Infrared Spectroscopic Imaging. Anal Chem 2020; 92:4760-4764. [PMID: 32129602 DOI: 10.1021/acs.analchem.0c00250] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Monoclonal antibodies (mAbs) have been used as therapeutics for the last few decades. It is necessary to investigate the stability of these mAbs under stress conditions and to elucidate aggregation mechanisms as a means of developing approaches which minimize the problem. Attenuated total reflection (ATR)-FTIR spectroscopic imaging allows probing of a sample at a depth of penetration of around 0.5-5 μm, which makes it suitable for the study of aggregated proteins when accumulated as a layer close to the surface of the ZnSe internal reflection element (IRE). Here, macro ATR-FTIR spectroscopic imaging, along with a variable angle of incidence accessory, have been used to differentiate between the secondary structure of proteins in bulk solution and those that have precipitated onto or near the ZnSe IRE surface. IgG spectra obtained from protein samples in individual wells have been averaged, extracted, and preprocessed, and the Amide I bands of the protein samples were compared and further analyzed to reveal protein distribution at the ZnSe IRE surface. These findings show depth profiling of IgG aggregates at the ZnSe IRE surface (0.5-5 μm) and do not follow a trend of decreasing protein presence with an increasing angle of incidence or increasing depth of penetration, suggesting an irregular distribution of aggregates in the z-direction.
Collapse
Affiliation(s)
- Hannah Tiernan
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom.,Department of Life Sciences, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Bernadette Byrne
- Department of Life Sciences, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Sergei G Kazarian
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| |
Collapse
|
4
|
Lizoňová D, Mužík J, Šoltys M, Beránek J, Kazarian S, Štěpánek F. Molecular-level insight into hot-melt loading and drug release from mesoporous silica carriers. Eur J Pharm Biopharm 2018; 130:327-335. [DOI: 10.1016/j.ejpb.2018.07.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 07/10/2018] [Accepted: 07/13/2018] [Indexed: 01/11/2023]
|
5
|
Hou S, Huo R, Su M. High throughput integrated thermal characterization with non-contact optical calorimetry. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2017; 88:104902. [PMID: 29092517 DOI: 10.1063/1.4991393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Commonly used thermal analysis tools such as calorimeter and thermal conductivity meter are separated instruments and limited by low throughput, where only one sample is examined each time. This work reports an infrared based optical calorimetry with its theoretical foundation, which is able to provide an integrated solution to characterize thermal properties of materials with high throughput. By taking time domain temperature information of spatially distributed samples, this method allows a single device (infrared camera) to determine the thermal properties of both phase change systems (melting temperature and latent heat of fusion) and non-phase change systems (thermal conductivity and heat capacity). This method further allows these thermal properties of multiple samples to be determined rapidly, remotely, and simultaneously. In this proof-of-concept experiment, the thermal properties of a panel of 16 samples including melting temperatures, latent heats of fusion, heat capacities, and thermal conductivities have been determined in 2 min with high accuracy. Given the high thermal, spatial, and temporal resolutions of the advanced infrared camera, this method has the potential to revolutionize the thermal characterization of materials by providing an integrated solution with high throughput, high sensitivity, and short analysis time.
Collapse
Affiliation(s)
- Sichao Hou
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, USA
| | - Ruiqing Huo
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, USA
| | - Ming Su
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, USA
| |
Collapse
|
6
|
Scoutaris N, Ross S, Douroumis D. Current Trends on Medical and Pharmaceutical Applications of Inkjet Printing Technology. Pharm Res 2016; 33:1799-816. [DOI: 10.1007/s11095-016-1931-3] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/21/2016] [Indexed: 11/27/2022]
|
7
|
Ewing AV, Clarke GS, Kazarian SG. Attenuated total reflection-Fourier transform infrared spectroscopic imaging of pharmaceuticals in microfluidic devices. BIOMICROFLUIDICS 2016; 10:024125. [PMID: 27158293 PMCID: PMC4841796 DOI: 10.1063/1.4946867] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 04/04/2016] [Indexed: 05/14/2023]
Abstract
The poor aqueous solubility of many active pharmaceutical ingredients presents challenges for effective drug delivery. In this study, the combination of attenuated total reflection (ATR)-FTIR spectroscopic imaging with specifically designed polydimethylsiloxane microfluidic devices to study drug release from pharmaceutical formulations has been developed. First, the high-throughput analysis of the dissolution of micro-formulations studied under flowing conditions has been introduced using a model formulation of ibuprofen and polyethylene glycol. The behaviour and release of the drug was monitored in situ under different pH conditions. In contrast to the neutral solution, where both the drug and excipient dissolved at a similar rate, structural change from the molecularly dispersed to a crystalline form of ibuprofen was characterised in the obtained spectroscopic images and the corresponding ATR-FTIR spectra for the experiments carried out in the acidic medium. Further investigations into the behaviour of the drug after its release from formulations (i.e., dissolved drug) were also undertaken. Different solutions of sodium ibuprofen dissolved in a neutral medium were studied upon contact with acidic conditions. The phase transition from a dissolved species of sodium ibuprofen to the formation of solid crystalline ibuprofen was revealed in the microfluidic channels. This innovative approach could offer a promising platform for high-throughput analysis of a range of micro-formulations, which are of current interest due to the advent of 3D printed pharmaceutical and microparticulate delivery systems. Furthermore, the ability to study dissolved drug in solution under flowing conditions can be useful for the studies of the diffusion of drugs into tissues or live cells.
Collapse
Affiliation(s)
- Andrew V Ewing
- Department of Chemical Engineering, Imperial College London , London SW7 2AZ, United Kingdom
| | - Graham S Clarke
- Bristol-Myers Squibb , Reeds Lane, Moreton, Wirral, Merseyside CH46 1QW, United Kingdom
| | - Sergei G Kazarian
- Department of Chemical Engineering, Imperial College London , London SW7 2AZ, United Kingdom
| |
Collapse
|
8
|
Lanzarotta A. Approximating the detection limit of an infrared spectroscopic imaging microscope operating in an attenuated total reflection (ATR) modality: theoretical and empirical results for an instrument using a linear array detector and a 1.5 millimeter germanium hemisphere internal reflection element. APPLIED SPECTROSCOPY 2015; 69:205-214. [PMID: 25588210 DOI: 10.1366/14-07538] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Theoretical and empirical detection limits have been estimated for aripiprazole (analyte) in alpha lactose monohydrate (matrix model pharmaceutical formulation) using a micro-attenuated total reflection Fourier transform infrared (ATR FT-IR) spectroscopic imaging instrument equipped with a linear array detector and a 1.5 mm germanium hemisphere internal reflection element (IRE). The instrument yielded a theoretical detection limit of 0.0035% (35 parts per million (ppm)) when operating under diffraction-limited conditions, which was 49 times lower than what was achieved with a traditional macro-ATR instrument operating under practical conditions (0.17%, 1700 ppm). However, these results may not be achievable for most analyses because the detection limits will be particle size limited, rather than diffraction limited, for mixtures with average particle diameters greater than 8.3 μm (most pharmaceutical samples). For example, a theoretical detection limit of 0.028% (280 ppm) was calculated for an experiment operating under particle size-limited conditions where the average particle size was 23.4 μm. These conditions yielded a detection limit of 0.022% (220 ppm) when measured empirically, which was close to the theoretical value and only eight times lower than that of a faster, more simplistic macro-ATR instrument. Considering the longer data acquisition and processing times characteristic of the micro-ATR imaging approach (minutes or even hours versus seconds), the cost-benefit ratio may not often be favorable for the analysis of analytes in matrices that exhibit only a few overlapping absorptions (low-interfering matrices such as alpha lactose monohydrate) using this technique compared to what can be achieved using macro-ATR. However, the advantage was significant for detecting analytes in more complex matrices (those that exhibited several overlapping absorptions with the analyte) because the detection limit of the macro-ATR approach was highly formulation dependent while that of the micro-ATR imaging technique was not. As a result, the micro-ATR imaging technique is expected to be more valuable than macro-ATR for detecting analytes in high-interfering matrices and in products with unknown ingredients (e.g., illicit tablets, counterfeit tablets, and unknown powders).
Collapse
Affiliation(s)
- Adam Lanzarotta
- United States Food and Drug Administration, Forensic Chemistry Center, 6751 Steger Drive, Cincinnati, OH 45237 USA
| |
Collapse
|
9
|
Sacré PY, De Bleye C, Chavez PF, Netchacovitch L, Hubert P, Ziemons E. Data processing of vibrational chemical imaging for pharmaceutical applications. J Pharm Biomed Anal 2014; 101:123-40. [DOI: 10.1016/j.jpba.2014.04.012] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Revised: 04/08/2014] [Accepted: 04/09/2014] [Indexed: 11/26/2022]
|
10
|
Boulet-Audet M, Byrne B, Kazarian SG. High-throughput thermal stability analysis of a monoclonal antibody by attenuated total reflection FT-IR spectroscopic imaging. Anal Chem 2014; 86:9786-93. [PMID: 25221926 PMCID: PMC4218712 DOI: 10.1021/ac502529q] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Accepted: 09/15/2014] [Indexed: 01/03/2023]
Abstract
The use of biotherapeutics, such as monoclonal antibodies, has markedly increased in recent years. It is thus essential that biotherapeutic production pipelines are as efficient as possible. For the production process, one of the major concerns is the propensity of a biotherapeutic antibody to aggregate. In addition to reducing bioactive material recovery, protein aggregation can have major effects on drug potency and cause highly undesirable immunological effects. It is thus essential to identify processing conditions which maximize recovery while avoiding aggregation. Heat resistance is a proxy for long-term aggregation propensity. Thermal stability assays are routinely performed using various spectroscopic and scattering detection methods. Here, we evaluated the potential of macro attenuated total reflection Fourier transform infrared (ATR-FT-IR) spectroscopic imaging as a novel method for the high-throughput thermal stability assay of a monoclonal antibody. This chemically specific visualization method has the distinct advantage of being able to discriminate between monomeric and aggregated protein. Attenuated total reflection is particularly suitable for selectively probing the bottom of vessels, where precipitated aggregates accumulate. With focal plane array detection, we tested 12 different buffer conditions simultaneously to assess the effect of pH and ionic strength on protein thermal stability. Applying the Finke model to our imaging kinetics allowed us to determine the rate constants of nucleation and autocatalytic growth. This analysis demonstrated the greater stability of our immunoglobulin at higher pH and moderate ionic strength, revealing the key role of electrostatic interactions. The high-throughput approach presented here has significant potential for analyzing the stability of biotherapeutics as well as any other biological molecules prone to aggregation.
Collapse
Affiliation(s)
- Maxime Boulet-Audet
- Department
of Chemical Engineering, Imperial College
London, South Kensington Campus, London, SW7 2AZ, United
Kingdom
- Department
of Life Sciences, Imperial College London, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - Bernadette Byrne
- Department
of Life Sciences, Imperial College London, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - Sergei G. Kazarian
- Department
of Chemical Engineering, Imperial College
London, South Kensington Campus, London, SW7 2AZ, United
Kingdom
| |
Collapse
|
11
|
Kuentz M. Analytical technologies for real-time drug dissolution and precipitation testing on a small scale. J Pharm Pharmacol 2014; 67:143-59. [DOI: 10.1111/jphp.12271] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Accepted: 04/13/2014] [Indexed: 12/24/2022]
Abstract
Abstract
Objectives
This review focuses on real-time analytics of drug dissolution and precipitation testing on a comparatively small scale.
Key findings
Miniaturisation of test equipment is an important trend in pharmaceutics, and several small-scale experiments have been reported for drug dissolution and precipitation testing. Such tests typically employ analytics in real-time. Fibre optic ultraviolet (UV) analytics has become a well-established method in this field. Novel imaging techniques are emerging that use visible or UV light; also promising is Fourier transform infrared imaging based on attenuated total reflection. More information than just a rate constant is obtained from these methods. The early phase of a dissolution process can be assessed and drug precipitation may eventually be observed. Some real-time techniques are particularly well suited to studying drug precipitation during formulation dispersion; for example, turbidity, focused beam reflectance measurement and Raman spectroscopy.
Summary
Small-scale dissolution tests equipped with real-time analytics have become important to screen drug candidates as well as to study prototype formulations in early development. Future approaches are likely to combine different analytical techniques including imaging. Miniaturisation started with mini-vessels or small vials and future assays of dissolution research will probably more often reach the level of parallel well plates and microfluidic channels.
Collapse
Affiliation(s)
- Martin Kuentz
- Institute of Pharma Technology, University of Applied Sciences and Arts Northwestern Switzerland, Muttenz, Switzerland
| |
Collapse
|
12
|
Raijada D, Genina N, Fors D, Wisaeus E, Peltonen J, Rantanen J, Sandler N. A Step Toward Development of Printable Dosage Forms for Poorly Soluble Drugs. J Pharm Sci 2013; 102:3694-704. [DOI: 10.1002/jps.23678] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Revised: 06/20/2013] [Accepted: 07/02/2013] [Indexed: 11/09/2022]
|
13
|
Law S, Yu L, Rosenberg A, Wasserman D. All-semiconductor plasmonic nanoantennas for infrared sensing. NANO LETTERS 2013; 13:4569-74. [PMID: 23987983 DOI: 10.1021/nl402766t] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Infrared absorption spectroscopy of vibro-rotational molecular resonances provides a powerful method for investigation of a wide range of molecules and molecular compounds. However, the wavelength of light required to excite these resonances is often orders of magnitude larger than the absorption cross sections of the molecules under investigation. This mismatch makes infrared detection and identification of nanoscale volumes of material challenging. Here we demonstrate a new type of infrared plasmonic antenna for long-wavelength nanoscale enhanced sensing. The plasmonic materials utilized are epitaxially grown semiconductor engineered metals, which results in high-quality, low-loss infrared plasmonic metals with tunable optical properties. Nanoantennas are fabricated using nanosphere lithography, allowing for cost-effective and large-area fabrication of nanoscale structures. Antenna arrays are optically characterized as a function of both the antenna geometry and the optical properties of the plasmonic semiconductor metals. Thin, weakly absorbing polymer layers are deposited upon the antenna arrays, and we are able to observe very weak molecular absorption signatures when these signatures are in spectral proximity to the antenna resonance. Experimental results are supported with finite element modeling with strong agreement.
Collapse
Affiliation(s)
- Stephanie Law
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Lab, University of Illinois Urbana-Champaign , 208 N. Wright St., Urbana, Illinois 61801, United States
| | | | | | | |
Collapse
|
14
|
Glassford SE, Byrne B, Kazarian SG. Recent applications of ATR FTIR spectroscopy and imaging to proteins. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:2849-58. [PMID: 23928299 DOI: 10.1016/j.bbapap.2013.07.015] [Citation(s) in RCA: 146] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 07/24/2013] [Accepted: 07/27/2013] [Indexed: 11/25/2022]
Abstract
Attenuated Total Reflection (ATR) Fourier Transform Infrared (FTIR) spectroscopy is a label-free, non-destructive analytical technique that can be used extensively to study a wide variety of different molecules in a range of different conditions. The aim of this review is to discuss and highlight the recent advances in the applications of ATR FTIR spectroscopic imaging to proteins. It briefly covers the basic principles of ATR FTIR spectroscopy and ATR FTIR spectroscopic imaging as well as their advantages to the study of proteins compared to other techniques and other forms of FTIR spectroscopy. It will then go on to examine the advances that have been made within the field over the last several years, particularly the use of ATR FTIR spectroscopy for the understanding and development of protein interaction with surfaces. Additionally, the growing potential of Surface Enhanced Infrared Spectroscopy (SEIRAS) within this area of applications will be discussed. The review includes the applications of ATR FTIR imaging to protein crystallisation and for high-throughput studies, highlighting the future potential of the technology within the field of protein structural studies and beyond.
Collapse
|
15
|
Kazarian SG, Ewing AV. Applications of Fourier transform infrared spectroscopic imaging to tablet dissolution and drug release. Expert Opin Drug Deliv 2013; 10:1207-21. [DOI: 10.1517/17425247.2013.801452] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
|
16
|
Glassford S, Chan KLA, Byrne B, Kazarian SG. Chemical imaging of protein adsorption and crystallization on a wettability gradient surface. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2012; 28:3174-3179. [PMID: 22260648 DOI: 10.1021/la204524w] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The use of self-assembled monolayers is an established method to study the effect of surface properties on proteins and other biological materials. The generation of a monolayer with a gradient of chemical properties allows for the study of multiple surface properties simultaneously in a high throughput manner. Typically, in order to detect the presence of proteins or biological material on a surface, the use of additional dyes or tags is required. Here we present a novel method of studying the effect of gradient surface properties on protein adsorption and crystallization in situ through the use of ATR-FTIR spectroscopic imaging, which removes the need for additional labeling. We describe the successful application of this technique to the measurement of the growth of a gradient monolayer of octyltrichlorosilane across the surface of a silicon ATR element. ATR-FTIR imaging was also used to study the adsorption of lysozyme, as a model protein, onto the modified surface. The sensitivity of measurements obtained with a focal plane array (FPA) detector were improved though the use of pixel averaging which allowed small absorption bands to be detected with minimal effect on the spatial resolution along the gradient. Study of the effect of surface hydrophobicity on both adsorption of lysozyme to the element and lysozyme crystallization revealed that more lysozyme adsorbed to the hydrophobic side of the ATR element and more lysozyme crystals formed in the same region. These findings strongly suggest a correlation exists between surface protein adsorption and protein crystallization. This method could be applied to the study of other proteins and whole cells.
Collapse
Affiliation(s)
- Stefanie Glassford
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | | | | | | |
Collapse
|
17
|
Scoutaris N, Hook AL, Gellert PR, Roberts CJ, Alexander MR, Scurr DJ. ToF-SIMS analysis of chemical heterogenities in inkjet micro-array printed drug/polymer formulations. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2012; 23:385-391. [PMID: 22083856 DOI: 10.1007/s10856-011-4474-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2011] [Accepted: 10/21/2011] [Indexed: 05/31/2023]
Abstract
Three different formulations comprising two drugs, felodipine and hydrochlorothiazide (HCT) and two polymers, poly(vinyl pyrolidone) (PVP) and poly(lactic-co-glycolic acid) (PLGA) were inkjet printed as micro-dot arrays and analysed on an individual micro-spot basis by time-of-flight secondary ion mass spectrometry (ToF-SIMS). For the HCT/PLGA formulation, the spots showed heterogeneity of the drug and other chemical constituents. To further investigate these heterogeneities, multivariate curve resolution was applied to the ToF-SIMS hyperspectral image datasets. This approach successfully identified distinct chemical components elucidating the HCT, PLGA, substrate material, and contaminants based on sulphur, phosphorous and sodium chloride. Spots printed using either of the drugs with PVP exhibited full substrate coverage and a uniform distribution of the active ingredient along with all other constituents within the printed spot area. This represents the preferred situation in terms of stability and controlling the release of a drug from a polymer matrix.
Collapse
Affiliation(s)
- Nikolaos Scoutaris
- Laboratory of Biophysics and Surface Analysis, School of Pharmacy, The University of Nottingham, Nottingham, UK
| | | | | | | | | | | |
Collapse
|
18
|
Van Eerdenbrugh B, Taylor LS. Application of mid-IR spectroscopy for the characterization of pharmaceutical systems. Int J Pharm 2011; 417:3-16. [DOI: 10.1016/j.ijpharm.2010.12.011] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2010] [Revised: 12/02/2010] [Accepted: 12/09/2010] [Indexed: 10/18/2022]
|
19
|
Dohnal J, Štěpánek F. Inkjet fabrication and characterization of calcium alginate microcapsules. POWDER TECHNOL 2010. [DOI: 10.1016/j.powtec.2010.02.032] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
20
|
Amigo JM. Practical issues of hyperspectral imaging analysis of solid dosage forms. Anal Bioanal Chem 2010; 398:93-109. [DOI: 10.1007/s00216-010-3828-z] [Citation(s) in RCA: 135] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2010] [Revised: 05/02/2010] [Accepted: 05/04/2010] [Indexed: 11/29/2022]
|
21
|
Kazarian SG, Chan KLA. Micro- and macro-attenuated total reflection Fourier transform infrared spectroscopic imaging. Plenary Lecture at the 5th International Conference on Advanced Vibrational Spectroscopy, 2009, Melbourne, Australia. APPLIED SPECTROSCOPY 2010; 64:135A-152A. [PMID: 20482963 DOI: 10.1366/000370210791211673] [Citation(s) in RCA: 117] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Fourier transform infrared (FT-IR) spectroscopic imaging has become a very powerful method in chemical analysis. In this review paper we describe a variety of opportunities for obtaining FT-IR images using the attenuated total reflection (ATR) approach and provide an overview of fundamental aspects, accessories, and applications in both micro- and macro-ATR imaging modes. The advantages and versatility of both ATR imaging modes are discussed and the spatial resolution of micro-ATR imaging is demonstrated. Micro-ATR imaging has opened up many new areas of study that were previously precluded by inadequate spatial resolution (polymer blends, pharmaceutical tablets, cross-sections of blood vessels or hair, surface of skin, single live cells, cancerous tissues). Recent applications of ATR imaging in polymer research, biomedical and forensic sciences, objects of cultural heritage, and other complex materials are outlined. The latest advances include obtaining spatially resolved chemical images from different depths within a sample, and surface-enhanced images for macro-ATR imaging have also been presented. Macro-ATR imaging is a valuable approach for high-throughput analysis of materials under controlled environments. Opportunities exist for chemical imaging of dynamic aqueous systems, such as dissolution, diffusion, microfluidics, or imaging of dynamic processes in live cells.
Collapse
Affiliation(s)
- Sergei G Kazarian
- Department of Chemical Engineering, Imperial College London, SW7 2AZ, London, England
| | | |
Collapse
|
22
|
Zhao H, Graf O, Milovic N, Luan X, Bluemel M, Smolny M, Forrer K. Formulation Development of Antibodies Using Robotic System and High-Throughput Laboratory (HTL). J Pharm Sci 2010; 99:2279-94. [DOI: 10.1002/jps.22008] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
23
|
Andanson JM, Baiker A. Exploring catalytic solid/liquid interfaces by in situ attenuated total reflection infrared spectroscopy. Chem Soc Rev 2010; 39:4571-84. [DOI: 10.1039/b919544k] [Citation(s) in RCA: 135] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
24
|
Snively CM, Chase DB, Rabolt JF. Parallel spectroscopic method for examining dynamic phenomena on the millisecond time scale. ACTA ACUST UNITED AC 2009; 11:345-9. [PMID: 19239197 DOI: 10.1021/cc800142p] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
An infrared spectroscopic technique based on planar array infrared (PAIR) spectroscopy has been developed that allows the acquisition of spectra from multiple samples simultaneously. Using this technique, it is possible to acquire spectra over a spectral range of 950-1900 cm(-1) with a temporal resolution of 2.2 ms. The performance of this system was demonstrated by determining the shear-induced orientational response of several low molecular weight liquid crystals. Five different liquid crystals were examined in combination with five different alignment layers, and both primary and secondary screens were demonstrated. Implementation of this high-throughput PAIR technique resulted in a reduction in acquisition time as compared to both step-scan and ultra-rapid-scanning FTIR spectroscopy.
Collapse
Affiliation(s)
- Christopher M Snively
- Department of Materials Science and Engineering, University of Delaware, Newark, Delaware 19716, USA.
| | | | | |
Collapse
|
25
|
Chan KLA, Govada L, Bill RM, Chayen NE, Kazarian SG. Attenuated Total Reflection-FT-IR Spectroscopic Imaging of Protein Crystallization. Anal Chem 2009; 81:3769-75. [DOI: 10.1021/ac900455y] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- K. L. Andrew Chan
- Department of Chemical Engineering, Faculty of Engineering and Department of Bio-Molecular Medicine, SORA Division, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom, and School of Life and Health Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Lata Govada
- Department of Chemical Engineering, Faculty of Engineering and Department of Bio-Molecular Medicine, SORA Division, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom, and School of Life and Health Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Roslyn M. Bill
- Department of Chemical Engineering, Faculty of Engineering and Department of Bio-Molecular Medicine, SORA Division, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom, and School of Life and Health Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Naomi E. Chayen
- Department of Chemical Engineering, Faculty of Engineering and Department of Bio-Molecular Medicine, SORA Division, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom, and School of Life and Health Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Sergei G. Kazarian
- Department of Chemical Engineering, Faculty of Engineering and Department of Bio-Molecular Medicine, SORA Division, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom, and School of Life and Health Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| |
Collapse
|
26
|
Trends in Fourier transform infrared spectroscopic imaging. Anal Bioanal Chem 2009; 394:671-8. [DOI: 10.1007/s00216-009-2737-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2008] [Revised: 02/27/2009] [Accepted: 03/02/2009] [Indexed: 10/21/2022]
|
27
|
Everall NJ, Priestnall IM, Clarke F, Jayes L, Poulter G, Coombs D, George MW. Preliminary investigations into macroscopic attenuated total reflection-fourier transform infrared imaging of intact spherical domains: spatial resolution and image distortion. APPLIED SPECTROSCOPY 2009; 63:313-320. [PMID: 19281647 DOI: 10.1366/000370209787598951] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
This paper describes preliminary investigations into the spatial resolution of macro attenuated total reflection (ATR) Fourier transform infrared (FT-IR) imaging and the distortions that arise when imaging intact, convex domains, using spheres as an extreme example. The competing effects of shallow evanescent wave penetration and blurring due to finite spatial resolution meant that spheres within the range 20-140 microm all appeared to be approximately the same size ( approximately 30-35 microm) when imaged with a numerical aperture (NA) of approximately 0.2. A very simple model was developed that predicted this extreme insensitivity to particle size. On the basis of these studies, it is anticipated that ATR imaging at this NA will be insensitive to the size of intact highly convex objects. A higher numerical aperture device should give a better estimate of the size of small spheres, owing to superior spatial resolution, but large spheres should still appear undersized due to the shallow sampling depth. An estimate of the point spread function (PSF) was required in order to develop and apply the model. The PSF was measured by imaging a sharp interface; assuming an Airy profile, the PSF width (distance from central maximum to first minimum) was estimated to be approximately 20 and 30 microm for IR bands at 1600 and 1000 cm(-1), respectively. This work has two significant limitations. First, underestimation of domain size only arises when imaging intact convex objects; if surfaces are prepared that randomly and representatively section through domains, the images can be analyzed to calculate parameters such as domain size, area, and volume. Second, the model ignores reflection and refraction and assumes weak absorption; hence, the predicted intensity profiles are not expected to be accurate; they merely give a rough estimate of the apparent sphere size. Much further work is required to place the field of quantitative ATR-FT-IR imaging on a sound basis.
Collapse
Affiliation(s)
- Neil J Everall
- Intertek-MSG, The Wilton Centre, Wilton, Redcar, TS104RF, United Kingdom.
| | | | | | | | | | | | | |
Collapse
|
28
|
Biswal D, Hilt JZ. Analysis of Oxygen Inhibition in Photopolymerizations of Hydrogel Micropatterns Using FTIR Imaging. Macromolecules 2009. [DOI: 10.1021/ma801600c] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Dipti Biswal
- Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506
| | - J. Z. Hilt
- Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506
| |
Collapse
|
29
|
Kolomiets O, Hoffmann U, Geladi P, Siesler HW. Quantitative determination of pharmaceutical drug formulations by near-infrared spectroscopic imaging. APPLIED SPECTROSCOPY 2008; 62:1200-1208. [PMID: 19007460 DOI: 10.1366/000370208786401590] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Over the last decade Fourier transform infrared (FT-IR) and near-infrared (NIR) spectroscopic imaging with focal plane array (FPA) detectors have proved powerful techniques for the rapid visualization of samples by a combination of spectroscopic and spatial information. Using these methods, selected sample areas can be analyzed with reference to the identification and localization of chemical species by FT-IR spectroscopy in the transmission or attenuated total reflection (ATR) mode and by NIR spectroscopy in diffuse reflection with a lateral resolution in the micrometer range. The present communication focuses on the quantitative determination of the active ingredient composition of a solid drug formulation by NIR spectroscopic imaging with a focal plane array detector and the results obtained are compared to the quantitative data obtained by conservative light-fiber NIR spectroscopic diffuse reflection measurements with a single-element detector. The communication also addresses the issue of penetration depth of NIR radiation into the investigated solid material.
Collapse
Affiliation(s)
- O Kolomiets
- Department of Physical Chemistry, University of Duisburg-Essen, Schuetzenbahn 70, D-45117 Essen, Germany
| | | | | | | |
Collapse
|
30
|
Chan KLA, Kazarian SG. Attenuated total reflection-Fourier transform infrared imaging of large areas using inverted prism crystals and combining imaging and mapping. APPLIED SPECTROSCOPY 2008; 62:1095-1101. [PMID: 18926018 DOI: 10.1366/000370208786049042] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Attenuated total reflection-Fourier transform infrared (ATR-FT-IR) imaging is a very useful tool for capturing chemical images of various materials due to the simple sample preparation and the ability to measure wet samples or samples in an aqueous environment. However, the size of the array detector used for image acquisition is often limited and there is usually a trade off between spatial resolution and the field of view (FOV). The combination of mapping and imaging can be used to acquire images with a larger FOV without sacrificing spatial resolution. Previous attempts have demonstrated this using an infrared microscope and a Germanium hemispherical ATR crystal to achieve images of up to 2.5 mm x 2.5 mm but with varying spatial resolution and depth of penetration across the imaged area. In this paper, we demonstrate a combination of mapping and imaging with a different approach using an external optics housing for large ATR accessories and inverted ATR prisms to achieve ATR-FT-IR images with a large FOV and reasonable spatial resolution. The results have shown that a FOV of 10 mm x 14 mm can be obtained with a spatial resolution of approximately 40-60 microm when using an accessory that gives no magnification. A FOV of 1.3 mm x 1.3 mm can be obtained with spatial resolution of approximately 15-20 microm when using a diamond ATR imaging accessory with 4x magnification. No significant change in image quality such as spatial resolution or depth of penetration has been observed across the whole FOV with this method and the measurement time was approximately 15 minutes for an image consisting of 16 image tiles.
Collapse
Affiliation(s)
- K L Andrew Chan
- Department of Chemical Engineering, Imperial College London, London, SW7 2AZ, UK
| | | |
Collapse
|
31
|
Lee T, Hsu FB. A Cross-Performance Relationship Between Carr's Index and Dissolution Rate Constant: The Study of Acetaminophen Batches. Drug Dev Ind Pharm 2008; 33:1273-84. [DOI: 10.1080/03639040701542390] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
32
|
Pharmaceutical applications of vibrational chemical imaging and chemometrics: a review. J Pharm Biomed Anal 2008; 48:533-53. [PMID: 18819769 DOI: 10.1016/j.jpba.2008.08.014] [Citation(s) in RCA: 273] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2008] [Revised: 08/04/2008] [Accepted: 08/09/2008] [Indexed: 11/20/2022]
Abstract
The emergence of chemical imaging (CI) has gifted spectroscopy an additional dimension. Chemical imaging systems complement chemical identification by acquiring spatially located spectra that enable visualization of chemical compound distributions. Such techniques are highly relevant to pharmaceutics in that the distribution of excipients and active pharmaceutical ingredient informs not only a product's behavior during manufacture but also its physical attributes (dissolution properties, stability, etc.). The rapid image acquisition made possible by the emergence of focal plane array detectors, combined with publication of the Food and Drug Administration guidelines for process analytical technology in 2001, has heightened interest in the pharmaceutical applications of CI, notably as a tool for enhancing drug quality and understanding process. Papers on the pharmaceutical applications of CI have been appearing in steadily increasing numbers since 2000. The aim of the present paper is to give an overview of infrared, near-infrared and Raman imaging in pharmaceutics. Sections 2 and 3 deal with the theory, device set-ups, mode of acquisition and processing techniques used to extract information of interest. Section 4 addresses the pharmaceutical applications.
Collapse
|
33
|
Drug Release Phenomena Within a Hydrophobic Starch Acetate Matrix: FTIR Mapping of Tablets After In Vitro Dissolution Testing. J Pharm Sci 2008; 97:3367-78. [DOI: 10.1002/jps.21236] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
|
34
|
|
35
|
Liberski AR, Tizzard GJ, Diaz-Mochon JJ, Hursthouse MB, Milnes P, Bradley M. Screening for Polymorphs on Polymer Microarrays. ACTA ACUST UNITED AC 2008; 10:24-7. [DOI: 10.1021/cc700107x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
36
|
Patterson BM, Havrilla GJ, Marcott C, Story GM. Infrared microspectroscopic imaging using a large radius germanium internal reflection element and a focal plane array detector. APPLIED SPECTROSCOPY 2007; 61:1147-1152. [PMID: 18028692 DOI: 10.1366/000370207782596969] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Previously, we established the ability to collect infrared microspectroscopic images of large areas using a large radius hemisphere internal reflection element (IRE) with both a single point and a linear array detector. In this paper, preliminary work in applying this same method to a focal plane array (FPA) infrared imaging system is demonstrated. Mosaic tile imaging using a large radius germanium hemispherical IRE on a FPA Fourier transform infrared microscope imaging system can be used to image samples nearly 1.5 mm x 2 mm in size. A polymer film with a metal mask is imaged using this method for comparison to previous work. Images of hair and skin samples are presented, highlighting the complexity of this method. Comparisons are made between the linear array and FPA methods.
Collapse
|
37
|
Maier WF, Stöwe K, Sieg S. Combinatorial and High-Throughput Materials Science. Angew Chem Int Ed Engl 2007; 46:6016-67. [PMID: 17640024 DOI: 10.1002/anie.200603675] [Citation(s) in RCA: 271] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
There is increasing acceptance of high-throughput technologies for the discovery, development, and optimization of materials and catalysts in industry. Over the years, the relative synchronous development of technologies for parallel synthesis and characterization has been accompanied by developments in associated software and information technologies. This Review aims to provide a comprehensive overview on the state of the art of the field by selected examples. Technologies developed to aid research on complex materials are covered as well as databases, design of experiment, data-mining technologies, modeling approaches, and evolutionary strategies for development. Different methods for parallel synthesis provide single sample libraries, gradient libraries for electronic or optical materials, similar to polymers and catalysts, and products produced through formulation strategies. Many examples illustrate the variety of isolated solutions and document the barely recognized variety of new methods for the synthesis and analysis of almost any material. The Review ends with a summary of success stories and statements on still-present problems and future tasks.
Collapse
Affiliation(s)
- Wilhelm F Maier
- Technische Chemie, Universität des Saarlandes, Gebäude C4.2, 66123 Saarbrücken, Germany.
| | | | | |
Collapse
|
38
|
Maier W, Stöwe K, Sieg S. Kombinatorische und Hochdurchsatz-Techniken in der Materialforschung. Angew Chem Int Ed Engl 2007. [DOI: 10.1002/ange.200603675] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
39
|
Alsenz J, Kansy M. High throughput solubility measurement in drug discovery and development. Adv Drug Deliv Rev 2007; 59:546-67. [PMID: 17604872 DOI: 10.1016/j.addr.2007.05.007] [Citation(s) in RCA: 227] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2007] [Accepted: 05/10/2007] [Indexed: 12/01/2022]
Abstract
Measurement of drug solubility in various solvents is one of the key elements of compound characterization during the whole discovery and development process. This review summarizes current experimental approaches and addresses recent advances in the experimental methods used to determine drug solubility in drug discovery and early development. This paper focuses on high throughput methods designed to determine kinetic and thermodynamic (equilibrium) solubility but traditional methods are also presented. The focus, positioning, experimental setup, pros and cons, and limitations of individual assays are discussed and differences in solubility studies in discovery and development environments are highlighted. Finally, future needs and trends in solubility assay development designed to overcome current bottlenecks and trade-offs between speed and quality/quantity of measurements are addressed.
Collapse
Affiliation(s)
- Jochem Alsenz
- Preclinical Research, Pharma Division, F. Hoffmann-La Roche Ltd., CH-4002 Basle, Switzerland.
| | | |
Collapse
|
40
|
Andrew Chan KL, Kazarian SG. Chemical imaging of the stratum corneum under controlled humidity with the attenuated total reflection Fourier transform infrared spectroscopy method. JOURNAL OF BIOMEDICAL OPTICS 2007; 12:044010. [PMID: 17867814 DOI: 10.1117/1.2754686] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Attenuated total reflection Fourier transform infrared spectroscopic imaging was applied to study human stratum corneum (SC) tissue, the outermost layer of the skin. This imaging approach was combined with a controlled environment cell to demonstrate the possibility of obtaining chemical images of SC exposed to a wide range of relative humidities and diffusion of ethanol through the SC tissue with a specially designed liquid cell. The effect of water vapor sorbed into the SC on the distribution of other components in the SC was studied. Principal component analysis was applied in conjunction with univariate analysis to differentiate the distribution of different components in the SC. Swelling of the SC, a heterogeneous distribution of natural moisturizing factor and water, was detected upon the increase of relative humidity. The approach to image the penetration of liquid ethanol into the SC was also demonstrated and showed good potential and implications for studying transdermal drug delivery.
Collapse
Affiliation(s)
- K L Andrew Chan
- Imperial College London, Department of Chemical Engineering, London, SW7 2AZ, United Kingdom
| | | |
Collapse
|
41
|
Ricci C, Phiriyavityopas P, Curum N, Chan KLA, Jickells S, Kazarian SG. Chemical imaging of latent fingerprint residues. APPLIED SPECTROSCOPY 2007; 61:514-22. [PMID: 17555621 DOI: 10.1366/000370207780807849] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
In situ attenuated total reflection Fourier transform infrared (ATR-FT-IR) spectroscopic imaging has been used to obtain chemical images of fingerprints under controlled humidity and temperature. The distribution of lipid and amino acid components in the fingerprints from different donors left on the surface of the ZnSe crystal has been studied using an in situ FT-IR spectroscopic imaging approach under a controlled environment and studied as a function of time. Univariate and multivariate analyses were employed to analyze the spectroscopic dataset. Changes in the spectra of lipids with temperature and time have been detected. This information is needed to understand aging of the fingerprints. The ATR-FT-IR spectroscopic imaging offers a new and complementary means for studying the chemistry of fingerprints that are left pristine for further analysis. This study demonstrates the potential for visualizing the chemical changes of fingerprints for forensic applications by spectroscopic imaging.
Collapse
Affiliation(s)
- Camilla Ricci
- Department of Chemical Engineering, Imperial College London, London, UK
| | | | | | | | | | | |
Collapse
|
42
|
Kazarian SG. Enhancing high-throughput technology and microfluidics with FTIR spectroscopic imaging. Anal Bioanal Chem 2007; 388:529-32. [PMID: 17333141 DOI: 10.1007/s00216-007-1193-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2007] [Revised: 02/03/2007] [Accepted: 02/08/2007] [Indexed: 12/01/2022]
Affiliation(s)
- Sergei G Kazarian
- Department of Chemical Engineering, Imperial College London, London, SW7 2AZ, UK.
| |
Collapse
|
43
|
Chan KLA, Kazarian SG. Attenuated total reflection Fourier transform infrared imaging with variable angles of incidence: a three-dimensional profiling of heterogeneous materials. APPLIED SPECTROSCOPY 2007; 61:48-54. [PMID: 17311716 DOI: 10.1366/000370207779701415] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Depth profiling in Fourier transform infrared (FT-IR) spectroscopic imaging has been demonstrated using a single reflection variable angle attenuated total reflection (ATR) accessory. Chemical information about samples can be obtained in three dimensions by acquiring ATR-FT-IR images at different angles of incidence through the ATR crystal. The image quality and field of view achieved at different angles of incidence has been discussed. A polymer film comprising two layers has been used as an example to demonstrate the principle of the measurement. The demonstrated approach is a promising tool to obtain depth profiles of heterogeneous materials. The extent of the measured depths is limited and ranges from approximately 0.3 to 4 microm, but the spatial resolution in the z-direction is not limited by diffraction. The development of this approach opens up the possibility to study the spatial heterogeneity of thin films including biological tissues, such as hair and skin, with high depth resolution.
Collapse
Affiliation(s)
- K L Andrew Chan
- Department of Chemical Engineering, Imperial College London, SW7 2AZ, UK
| | | |
Collapse
|
44
|
Rich PR, Iwaki M. Methods to probe protein transitions with ATR infrared spectroscopy. MOLECULAR BIOSYSTEMS 2007; 3:398-407. [PMID: 17533453 DOI: 10.1039/b702328f] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We describe techniques that can be used in conjunction with modern attenuated total reflection (ATR) infrared micro-prisms to allow proteins to be manipulated cyclically between different states whilst simultaneously monitoring both mid-IR and UV/visible/near IR changes. These methods provide increased flexibility of the types of changes that can be induced in proteins in comparison to transmission methods. Quantitative measurements can be made of vibrational changes associated with conversion between stable catalytic reaction intermediates, ligand binding and oxidation-reduction. Both hydrophobic and soluble proteins can be analysed and the ability to induce transitions repetitively allows IR difference spectra to be acquired at a signal/noise sufficient to resolve changes due to specific cofactors or amino acids. Such spectra can often be interpreted at the atomic level by standard IR methods of comparisons with model compounds, by isotope and mutation effects and, increasingly, by ab initio simulations. Combination of such analyses with atomic 3D structural models derived from X-ray and NMR studies can lead to a deeper understanding of molecular mechanisms of enzymatic reactions.
Collapse
Affiliation(s)
- Peter R Rich
- Glynn Laboratory of Bioenergetics, Department of Biology, University College London, Gower Street, London, U.K.
| | | |
Collapse
|
45
|
Crane NJ, Bartick EG, Perlman RS, Huffman S. Infrared Spectroscopic Imaging for Noninvasive Detection of Latent Fingerprints. J Forensic Sci 2007; 52:48-53. [PMID: 17209909 DOI: 10.1111/j.1556-4029.2006.00330.x] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The capability of Fourier transform infrared (FTIR) spectroscopic imaging to provide detailed images of unprocessed latent fingerprints while also preserving important trace evidence is demonstrated. Unprocessed fingerprints were developed on various porous and nonporous substrates. Data-processing methods used to extract the latent fingerprint ridge pattern from the background material included basic infrared spectroscopic band intensities, addition and subtraction of band intensity measurements, principal components analysis (PCA) and calculation of second derivative band intensities, as well as combinations of these various techniques. Additionally, trace evidence within the fingerprints was recovered and identified.
Collapse
Affiliation(s)
- Nicole J Crane
- Oak Ridge Institute for Science Education, FBI Laboratory, Counterterrorism and Forensic Science Research Unit, FBI Academy, Quantico, VA 22135, USA
| | | | | | | |
Collapse
|
46
|
Wessel E, Heinsohn G, Schmidt-Lewerkuehne H, Wittern KP, Rapp C, Siesler HW. Observation of a penetration depth gradient in attenuated total reflection fourier transform infrared spectroscopic imaging applications. APPLIED SPECTROSCOPY 2006; 60:1488-92. [PMID: 17217601 DOI: 10.1366/000370206779321391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- Elke Wessel
- Beiersdorf AG, Research and Development, Unnastrasse 48, D-20253 Hamburg, Germany.
| | | | | | | | | | | |
Collapse
|
47
|
Ricci C, Nyadong L, Fernandez FM, Newton PN, Kazarian SG. Combined Fourier-transform infrared imaging and desorption electrospray-ionization linear ion-trap mass spectrometry for analysis of counterfeit antimalarial tablets. Anal Bioanal Chem 2006; 387:551-9. [PMID: 17136340 DOI: 10.1007/s00216-006-0950-z] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2006] [Revised: 10/17/2006] [Accepted: 10/17/2006] [Indexed: 10/23/2022]
Abstract
This paper reports use of a combination of Fourier-transform infrared (FTIR) spectroscopic imaging and desorption electrospray ionization linear ion-trap mass spectrometry (DESI MS) for characterization of counterfeit pharmaceutical tablets. The counterfeit artesunate antimalarial tablets were analyzed by both techniques. The results obtained revealed the ability of FTIR imaging in non-destructive micro-attenuated total reflection (ATR) mode to detect the distribution of all components in the tablet, the identities of which were confirmed by DESI MS. Chemical images of the tablets were obtained with high spatial resolution. The FTIR spectroscopic imaging method affords inherent chemical specificity with rapid acquisition of data. DESI MS enables high-sensitivity detection of trace organic compounds. Combination of these two orthogonal surface-characterization methods has great potential for detection and analysis of counterfeit tablets in the open air and without sample preparation.
Collapse
Affiliation(s)
- Camilla Ricci
- Department of Chemical Engineering, Imperial College London, London, SW7 2AZ, UK
| | | | | | | | | |
Collapse
|
48
|
Patterson BM, Havrilla GJ. Attenuated total internal reflection infrared microspectroscopic imaging using a large-radius germanium internal reflection element and a linear array detector. APPLIED SPECTROSCOPY 2006; 60:1256-66. [PMID: 17132442 DOI: 10.1366/000370206778998941] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
The number of techniques and instruments available for Fourier transform infrared (FT-IR) microspectroscopic imaging has grown significantly over the past few years. Attenuated total internal reflectance (ATR) FT-IR microspectroscopy reduces sample preparation time and has simplified the analysis of many difficult samples. FT-IR imaging has become a powerful analytical tool using either a focal plane array or a linear array detector, especially when coupled with a chemometric analysis package. The field of view of the ATR-IR microspectroscopic imaging area can be greatly increased from 300 x 300 microm to 2500 x 2500 microm using a larger internal reflection element of 12.5 mm radius instead of the typical 1.5 mm radius. This gives an area increase of 70x before aberrant effects become too great. Parameters evaluated include the change in penetration depth as a function of beam displacement, measurements of the active area, magnification factor, and change in spatial resolution over the imaging area. Drawbacks such as large file size will also be discussed. This technique has been successfully applied to the FT-IR imaging of polydimethylsiloxane foam cross-sections, latent human fingerprints, and a model inorganic mixture, which demonstrates the usefulness of the method for pharmaceuticals.
Collapse
|
49
|
Biswal D, Hilt JZ. Microscale analysis of patterning reactions via FTIR imaging: Application to intelligent hydrogel systems. POLYMER 2006. [DOI: 10.1016/j.polymer.2006.08.028] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
50
|
Capelle MAH, Gurny R, Arvinte T. High throughput screening of protein formulation stability: practical considerations. Eur J Pharm Biopharm 2006; 65:131-48. [PMID: 17107777 DOI: 10.1016/j.ejpb.2006.09.009] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2006] [Revised: 09/01/2006] [Accepted: 09/18/2006] [Indexed: 11/28/2022]
Abstract
The formulation of protein drugs is a difficult and time-consuming process, mainly due to the complexity of protein structure and the very specific physical and chemical properties involved. Understanding protein degradation pathways is essential for the success of a biopharmaceutical drug. The present review concerns the application of high throughput screening techniques in protein formulation development. A protein high throughput formulation (HTF) platform is based on the use of microplates. Basically, the HTF platform consists of two parts: (i) sample preparation and (ii) sample analysis. Sample preparation involves automated systems for dispensing the drug and the formulation ingredients in both liquid and powder form. The sample analysis involves specific methods developed for each protein to investigate physical and chemical properties of the formulations in microplates. Examples are presented of the use of protein intrinsic fluorescence for the analysis of protein aqueous properties (e.g., conformation and aggregation). Different techniques suitable for HTF analysis are discussed and some of the issues concerning implementation are presented with reference to the use of microplates.
Collapse
Affiliation(s)
- Martinus A H Capelle
- Department of Pharmaceutics and Biopharmaceutics, University of Geneva, University of Lausanne, CH-1211 Geneva 4, Switzerland
| | | | | |
Collapse
|