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Barratt MD, Castell JV, Chamberlain M, Combes RD, Dearden JC, Fentem JH, Gerner I, Giuliani A, Gray TJ, Livingstone DJ, Provan WM, Rutten FA, Verhaar HJ, Zbinden P. The Integrated Use of Alternative Approaches for Predicting Toxic Hazard. Altern Lab Anim 2020. [DOI: 10.1177/026119299502300315] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Martin D. Barratt
- Environmental Safety Laboratory, Unilever Research, Colworth House, Sharnbrook, Bedford MK44 1LQ, UK
| | - Jose V. Castell
- Unidad de Hepatologia Experimental, Hospital Universitario La Fe, Avda de Campanar 21, 46009 Valencia, Spain
| | - Mark Chamberlain
- Environmental Safety Laboratory, Unilever Research, Colworth House, Sharnbrook, Bedford MK44 1LQ, UK
| | - Robert D. Combes
- FRAME, Russell & Burch House, 96–98 North Sherwood Street, Nottingham NG1 4EE, UK
| | - John C. Dearden
- School of Pharmacy, Liverpool John Moores University, Byrom Street, Liverpool L3 3AF, UK
| | | | - Ingrid Gerner
- Bundesinstitut für gesundheitlichen Verbraucherschutz und Veterinärmedizin (BgVV), Thielallee 88–92, 14195 Berlin, Germany
| | - Alessandro Giuliani
- Istituto di Ricerca sulla Senescenza, Sigma-Tau, Via Pontina, km 30.400, 00040 Pomezia, Italy
| | - Tim J.B. Gray
- Sanofi Research Division, Alnwick Research Centre, Alnwick, Northumberland NE66 2 JH, UK
| | - David J. Livingstone
- ChemQuest, Cheyney House, 19–21 Cheyney Street, Steeple Morden, Herts. SG8 OLP, UK
| | - W. McLean Provan
- ZENECA Central Toxicology Laboratory, A Iderley Park, Macclesfield, Cheshire SK10 4TJ, UK
| | - Fons A.J.J.L. Rutten
- TNO Nutrition and Food Research Institute, Division of Toxicology, P.O. Box 360, 3700 AJ Zeist, The Netherlands
| | - Henk J.M. Verhaar
- Research Institute of Toxicology (RITOX), Utrecht University, P.O. Box 80.176, Yalelaan 2, 3508 TD Utrecht, The Netherlands
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Austel V, Sjöström M, Eriksson L, Hall LH, Waterbeemd VDH, Costantino G, Clementi S, Cruciani G, Valigi R. Experimental Design in Synthesis Planning and Structure‐Property Correlations. ACTA ACUST UNITED AC 2008. [DOI: 10.1002/9783527615452.ch3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Franke R, Gruska A, Devillers J, Chessel D, Dunn WJ, Wold S, Lewi PJ, Ford MG, Salt DW, van de Waterbeemd H, McFarland JW, Gans DJ. Multivariate Data Analysis of Chemical and Biological Data. ACTA ACUST UNITED AC 2008. [DOI: 10.1002/9783527615452.ch4] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Livingstone DJ. Multivariate quantitative structure-activity relationship (QSAR) methods which may be applied to pesticide research. ACTA ACUST UNITED AC 2006. [DOI: 10.1002/ps.2780270309] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Pastor M, Alvarez-Builla J. The EDISFAR Programs. Drug Series Design in Polysubstituted Prototypes. ACTA ACUST UNITED AC 1995. [DOI: 10.1002/qsar.19950140105] [Citation(s) in RCA: 3] [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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Abstract
Pattern recognition methods have much to offer the drug designer, particularly as the calculation and collation of data, both biological and physicochemical, becomes easier with the widespread use of computer databases, molecular modeling systems, and property prediction packages. Some of the techniques, however, suffer from difficulties in interpretation and the dangers of chance effects have received little attention. The wider use and understanding of these methods is expected to enhance their utility in drug design. Finally, it should be mentioned here that these methods are becoming applied increasingly in other areas of pharmaceutical research, e.g., the analysis of clinical data, and that new techniques for analysis continue to be developed and applied in this field.
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Livingstone DJ, Rahr E. Corchop â an Interactive Routine for the Dimension Reduction of Large QSAR Data Sets. ACTA ACUST UNITED AC 1989. [DOI: 10.1002/qsar.19890080205] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Hyde RM, Livingstone DJ. Perspectives in QSAR: computer chemistry and pattern recognition. J Comput Aided Mol Des 1988; 2:145-55. [PMID: 3199154 DOI: 10.1007/bf01532089] [Citation(s) in RCA: 33] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Computer chemistry allows a detailed description of properties for a wide range of molecular environments. In these respects it offers substantial benefits to the QSAR (Quantitative Structure Activity Relationship) analyst. Problems associated with the resulting wide data matrices are, it is proposed, amenable to solution through multivariate 'pattern recognition' techniques.
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Affiliation(s)
- R M Hyde
- Department of Physical Sciences, Wellcome Research Laboratories, Beckenham, Kent, U.K
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Frühbeis H, Klein R, Wallmeier H. Computergestütztes Moleküldesign (CAMD) – ein Überblick. Angew Chem Int Ed Engl 1987. [DOI: 10.1002/ange.19870990506] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Barth DM, McKay RJ, Elliott JR. A Difficulty Information Approach to Substituent Selection in QSAR Studies. Technometrics 1985. [DOI: 10.1080/00401706.1985.10488010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Introduction: A Review of QSAR Methodology. Med Chem 1983. [DOI: 10.1016/b978-0-12-695150-9.50005-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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