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Vendrell-Navarro G, Rúa F, Bujons J, Brockmeyer A, Janning P, Ziegler S, Messeguer A, Waldmann H. Positional Scanning Synthesis of a Peptoid Library Yields New Inducers of Apoptosis that Target Karyopherins and Tubulin. Chembiochem 2015; 16:1580-7. [DOI: 10.1002/cbic.201500169] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Indexed: 11/05/2022]
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Kaufmann A, Butcher P, Maden K, Walker S, Widmer M. Semi-targeted residue screening in complex matrices with liquid chromatography coupled to high resolution mass spectrometry: current possibilities and limitations. Analyst 2011; 136:1898-909. [PMID: 21384037 DOI: 10.1039/c0an00902d] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Some twenty cultured fish samples were analyzed for possible residues of veterinary drugs with high resolution mass spectrometry (single stage Orbitrap) coupled to ultra performance liquid chromatography. Quantitative analysis based on external standards covered 110 analytes. Some 116 additional compounds were monitored without having access to reference materials. Detection was based on calculated exact masses and narrow mass windows. Furthermore, a number of semi-targeted techniques were evaluated and compared to corresponding triple quadrupole precursor scan experiments. Single stage high resolution mass spectrometry was used to monitor compound specific product ions (without relying on a previous precursor selection). The capabilities of neutral loss searches based on exact masses were shown by detecting small concentrations of incurred oxytetracycline residues. High resolution mass spectrometry provided more sensitivity and selectivity than corresponding tandem quadrupole precursor and neutral loss scans. The currently limiting factor is the not adequate performance of the available software used for data mining. The high number of false positives that were produced, when searching for chlorine isotopic patterns, was clearly linked to the fact that the utilized software does not perform a peak deconvolution, but simply investigates one individual spectrum after another.
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Affiliation(s)
- Anton Kaufmann
- Official Food Control Authority, Fehrenstrasse 15, 8032 Zürich, Switzerland.
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Ackermann BL, Berna MJ, Eckstein JA, Ott LW, Chaudhary AK. Current applications of liquid chromatography/mass spectrometry in pharmaceutical discovery after a decade of innovation. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2008; 1:357-396. [PMID: 20636083 DOI: 10.1146/annurev.anchem.1.031207.112855] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Current drug discovery involves a highly iterative process pertaining to three core disciplines: biology, chemistry, and drug disposition. For most pharmaceutical companies the path to a drug candidate comprises similar stages: target identification, biological screening, lead generation, lead optimization, and candidate selection. Over the past decade, the overall efficiency of drug discovery has been greatly improved by a single instrumental technique, liquid chromatography/mass spectrometry (LC/MS). Transformed by the commercial introduction of the atmospheric pressure ionization interface in the mid-1990s, LC/MS has expanded into almost every area of drug discovery. In many cases, drug discovery workflow has been changed owing to vastly improved efficiency. This review examines recent trends for these three core disciplines and presents seminal examples where LC/MS has altered the current approach to drug discovery.
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Affiliation(s)
- Bradley L Ackermann
- Eli Lilly and Company, Greenfield Laboratories, Greenfield, Indiana 46140, USA.
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Bajad S, Shulaev V. Highly-parallel metabolomics approaches using LC-MS for pharmaceutical and environmental analysis. Trends Analyt Chem 2007; 26:625-636. [PMID: 19756204 PMCID: PMC2743279 DOI: 10.1016/j.trac.2007.02.009] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The 'omics' approaches - genomics, proteomics and metabolomics - are based on high-throughput, high-information-content analysis. Using these approaches, as opposed to targeting one or a few analytes, a holistic understanding of the composition of a sample can be obtained. These approaches have revolutionized sample-analysis and data-processing protocols. In metabolomic studies, hundreds of small molecules are simultaneously analyzed using analytical platforms (e.g., gas chromatography-mass spectrometry (GC-MS) or liquid chromatography coupled to tandem mass spectrometry (LC-MS(2))). This philosophy of holistic analysis and the application of high-throughput, high-information-content analysis offer several advantages. In this article, we compare the conventional analytical approach of one or a few analytes per sample to the LC-MS(2)-based metabolomics-type approach in the context of pharmaceutical and environmental analysis.
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Affiliation(s)
- Sunil Bajad
- Virginia Bioinformatics Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA
| | - Vladimir Shulaev
- Virginia Bioinformatics Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA
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TAKAHASHI Y, SAKAI R, SAKAMOTO K, YOSHIDA Y, KITAOKA M, KITAMORI T. On-Line High-throughput ESIMS Detection of a Reaction Product Using Synthesis and Extraction Microchips. ACTA ACUST UNITED AC 2006. [DOI: 10.5702/massspec.54.19] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Kenseth JR, Coldiron SJ. High-throughput characterization and quality control of small-molecule combinatorial libraries. Curr Opin Chem Biol 2005; 8:418-23. [PMID: 15288253 DOI: 10.1016/j.cbpa.2004.06.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
To fully realize the potential of combinatorial synthesis and high-throughput screening for increasing the efficiency of the drug discovery and development process, issues related to compound purity must be addressed. Impurities, often present after synthesis, can lead to ambiguous screening results and inhibit the development of quality structure-activity relationships. The demand for high-throughput analytical characterization of combinatorial libraries has prompted the development of more rapid methods to keep pace with compound production. Recent progress has focused upon the development of parallel separation methods, multiplexed detector interfaces, and synergistic combinations of different detectors possessing complementary selectivities.
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Abstract
A multiplexing method for performing MS/MS on multiple peptide ions simultaneously in a quadrupole ion trap mass spectrometer (QITMS) has been developed. This method takes advantage of the inherent mass bias associated with ion accumulation in the QITMS to encode the intensity of precursor ions in a way that allows the corresponding product ions to be identified. The intensity encoding scheme utilizes the Gaussian distributions that characterize the relationship between ion intensities and rf trapping voltages during ion accumulation. This straightforward approach uses only two arbitrary waveforms, one for isolation and one for dissociation, to gather product ion spectra from N precursor ions in as little as two product ion spectra. In the example used to illustrate this method, 66% of the product ions from five different precursor peptide ions were correctly correlated using the multiplexing approach. Of the remaining 34% of the product ions, only 6% were misidentified, while 28% of the product ions failed to be identified because either they had too low intensity or they had the same m/z ratio as one of the precursor ions or the same m/z ratio as a product ion from a different precursor ion. This method has the potential to increase sample throughput, reduce total analysis times, and increase signal-to-noise ratios as compared to conventional MS/MS methods.
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Affiliation(s)
- Jonathan Wilson
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
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Abstract
Connexin-43 (Cx43), the most ubiquitously expressed vertebrate gap junction protein, has been shown to interact directly with Zonula Occludens-1 (ZO-1). Although several potential functions have been proposed for the ZO-1/Cx43 interaction, the role that ZO-1 and other Cx43-interacting partners play in the regulation of Cx43 trafficking, assembly, gating and turnover are not well understood. We believed a thorough analysis and classification of other Cx43-interacting proteins might help us to understand and better test these roles. We approached this question by utilizing Tandem Mass Spectrometry (MS/MS) analysis to identify proteins from normal rat kidney whole cell lysates that could interact with the C-terminal region of Cx43. Comparison against protein sequence databases identified 19 probable protein matches, including kinases, phosphatases, membrane receptors, cell signaling molecules and scaffolding proteins. We have further characterized some of these interacting proteins, including Zonula Occludens-2 (ZO-2), via western blotting and "pull down" experiments. Further in vitro/in vivo analysis of these interacting proteins will help in our understanding of the global role of connexins in regulating development, cell metabolism and growth.
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Affiliation(s)
- Deepika Singh
- Fred Hutchinson Cancer Research Center and Pathobiology Department, University of Washington, Seattle, WA 98109, USA
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Subra G, Soulère L, Hoffmann P, Enjalbal C, Aubagnac JL, Martinez J. Parallel and Mixture Combined Approach: Rapid Cheap Synthesis and Characterization of a 4096-Tripeptides Library. ACTA ACUST UNITED AC 2003. [DOI: 10.1002/qsar.200320002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Niessen WMA. Progress in liquid chromatography-mass spectrometry instrumentation and its impact on high-throughput screening. J Chromatogr A 2003; 1000:413-36. [PMID: 12877182 DOI: 10.1016/s0021-9673(03)00506-5] [Citation(s) in RCA: 138] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In the past 10 years, liquid chromatography-mass spectrometry (LC-MS) has rapidly matured to become a very powerful and useful analytical tool that is widely applied in many areas of chemistry, pharmaceutical sciences and biochemistry. In this paper, recent instrumental developments in LC-MS-related interfacing, ionization and mass analysis are reviewed from the perspective of the application of LC-MS in high-throughput screening of combinatorial libraries and the related high-throughput quantitative bioanalysis in early drug-discovery studies, such as early adsorption, distribution, metabolism and excretion studies.
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Affiliation(s)
- W M A Niessen
- Hyphen MassSpec Consultancy, de Wetstraat 8, 2332 XT Leiden, The Netherlands.
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Schlosser G, Takáts Z, Vékey K, Pócsfalvi G, Malorni A, Windberg E, Kiss A, Hudecz F. Mass spectrometric analysis of combinatorial peptide libraries derived from the tandem repeat unit of MUC2 mucin. J Pept Sci 2003; 9:361-74. [PMID: 12846482 DOI: 10.1002/psc.462] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Four 19-member synthetic peptide libraries, based on the TX1TX2T epitope motif of the mucin-2 gastrointestinal glycoprotein (MUC2) and ranging in peptide length from dipeptides to 15-mers (XT, TXT, TQTXT and KVTPTPTPTGTQTXT), were synthesized by combinatorial solid phase peptide synthesis using the portioning-mixing combinatorial approach, and analysed by electrospray ionization mass spectrometry at different (1000-10000) resolutions. Most of the components of the individual libraries could be easily identified in a single-stage molecular mass screening experiment. The resolving power of the instrument becomes an important factor above 800-1000 Da molecular mass, when predominantly multiply charged molecular ions are formed. Approaches to the identification of isobars (glutamine/lysine), isomers leucine/isoleucine) and sequence variations by tandem mass spectrometry, and/or by high-performance liquid chromatography-mass spectrometry are outlined.
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Affiliation(s)
- Gitta Schlosser
- Chemical Research Center, Hungarian Academy of Sciences, Budapest, Hungary
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Klagkou K, Pullen F, Harrison M, Organ A, Firth A, Langley GJ. Approaches towards the automated interpretation and prediction of electrospray tandem mass spectra of non-peptidic combinatorial compounds. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2003; 17:1163-1168. [PMID: 12772272 DOI: 10.1002/rcm.987] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Combinatorial chemistry is widely used within the pharmaceutical industry as a means of rapid identification of potential drugs. With the growth of combinatorial libraries, mass spectrometry (MS) became the key analytical technique because of its speed of analysis, sensitivity, accuracy and ability to be coupled with other analytical techniques. In the majority of cases, electrospray mass spectrometry (ES-MS) has become the default ionisation technique. However, due to the absence of fragment ions in the resulting spectra, tandem mass spectrometry (MS/MS) is required to provide structural information for the identification of an unknown analyte. This work discusses the first steps of an investigation into the fragmentation pathways taking place in electrospray tandem mass spectrometry. The ultimate goal for this project is to set general fragmentation rules for non-peptidic, pharmaceutical, combinatorial compounds. As an aid, an artificial intelligence (AI) software package is used to facilitate interpretation of the spectra. This initial study has focused on determining the fragmentation rules for some classes of compound types that fit the remit as outlined above. Based on studies carried out on several combinatorial libraries of these compounds, it was established that different classes of drug molecules follow unique fragmentation pathways. In addition to these general observations, the specific ionisation processes and the fragmentation pathways involved in the electrospray mass spectra of these systems were explored. The ultimate goal will be to incorporate our findings into the computer program and allow identification of an unknown, non-peptidic compound following insertion of its ES-MS/MS spectrum into the AI package. The work herein demonstrates the potential benefit of such an approach in addressing the issue of high-throughput, automated MS/MS data interpretation.
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Affiliation(s)
- Katerina Klagkou
- Department of Chemistry, University of Southampton, Southampton SO17 1BJ, UK
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Niessen WMA, Lin J, Bondoux GC. Developing strategies for isolation of minor impurities with mass spectrometry-directed fractionation. J Chromatogr A 2002; 970:131-40. [PMID: 12350088 DOI: 10.1016/s0021-9673(02)00399-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Efficient and automated purification of new chemical entities/potential drug substances and isolation of minor impurities are important aspects of early drug discovery and development strategies, especially when combinatorial synthesis is applied. LC-MS controlled preparative LC and automated fraction collection have been developed for this purpose. The success of such an approach is greatly determined by the quality of the software controlling the application, the coordination between software and hardware, and the reliability of the hardware. The performance of a commercially-available LC-MS controlled autopurification system was evaluated by fractionating four impurities of buspirone as a model compound, eluting closely to the major component under both acidic and basic mobile-phase conditions. A purification strategy for these four components is proposed.
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Willoughby CA, Berk SC, Rosauer KG, Degrado S, Chapman KT, Gould SL, Springer MS, Malkowitz L, Schleif WA, Hazuda D, Miller M, Kessler J, Danzeisen R, Holmes K, Lineberger J, Carella A, Carver G, Emini EA. Combinatorial synthesis of CCR5 antagonists. Bioorg Med Chem Lett 2001; 11:3137-41. [PMID: 11720860 DOI: 10.1016/s0960-894x(01)00652-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Herein we report the preparation of a combinatorial library of compounds with potent CCR5 binding affinity. The library design was aided by SAR generated in a traditional medicinal chemistry effort. Compounds with novel combinations of subunits were discovered that have high binding affinity for the CCR5 receptor. A potent CCR5 antagonist from the library, compound 11 was found to have moderate anti-HIV-1 activity.
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Affiliation(s)
- C A Willoughby
- Department of Medicinal Chemistry, Merck Research Laboratories, Rahway, NJ 07065, USA.
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Triolo A, Altamura M, Cardinali F, Sisto A, Maggi CA. Mass spectrometry and combinatorial chemistry: a short outline. JOURNAL OF MASS SPECTROMETRY : JMS 2001; 36:1249-1259. [PMID: 11754116 DOI: 10.1002/jms.238] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The rapid evolution of combinatorial chemistry in recent years has led to a dramatic improvement in synthetic capabilities. The goal is to accelerate the discovery of molecules showing affinity against a target, such as an enzyme or a receptor, through the simultaneous synthesis of a great number of structurally diverse compounds. This is done by generating combinatorial libraries containing as many as hundreds or thousands of compounds. The need to test all these compounds led to the development of high-throughput screening (HTS) techniques, and also high-throughput analytical techniques capable of assessing the occurrence, structure and purity of the products. In order to be applied effectively to the characterization of combinatorial libraries, an analytical technique must be adequately sensitive (to analyse samples which are typically produced in nanomole amounts or less), fast, affordable and easy to automate (to minimize analysis time and operator intervention). Although no method alone can meet all the analytical challenges underlying this task, the recent progress in mass spectrometric (MS) instrumentation renders this technique an essential tool for scientists working in this area. We describe here relevant aspects of the use of MS in combinatorial technologies, such as current methods of characterization, purification and screening of libraries. Some examples from our laboratory deal with the analysis of pooled oligomeric libraries containing n x 324(n = 1, 2) compounds, using both on-line high-performance liquid chromatography/MS with an ion trap mass spectrometer, and direct infusion into a triple quadrupole instrument. In the first approach, MS and product ion MS/MS with automatic selection of the precursor were performed in one run, allowing library confirmation and structural elucidation of unexpected by-products. The second approach used MS scans to characterize the entire library and also precursor ion and neutral loss scans to detect selectively components with given structural characteristics.
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Affiliation(s)
- A Triolo
- Menarini Ricerche SpA, via Sette Santi 3, 50131 Florence, Italy.
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Bibliography. Current literature in mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2001; 36:1164-1171. [PMID: 11747111 DOI: 10.1002/jms.97] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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