메뉴 건너뛰기




Volumn 405, Issue 15, 2013, Pages 5063-5074

Integrating multiple analytical platforms and chemometrics for comprehensive metabolic profiling: Application to meat spoilage detection

Author keywords

Bayesian network; Correlation analysis; Data fusion; Multi block partial least squares; Multi block principal component analysis; Pork spoilage; Salmonella typhimurium

Indexed keywords

COMPREHENSIVE METABOLIC PROFILING; CORRELATION ANALYSIS; METABOLIC PROFILING; MICROBIAL COMMUNITIES; MULTI BLOCKS; PARTIAL LEAST SQUARE (PLS); SALMONELLA TYPHIMURIUM; VOLATILE ORGANIC COMPOUNDS (VOCS);

EID: 84878268081     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-013-6884-3     Document Type: Article
Times cited : (25)

References (21)
  • 1
    • 84856502778 scopus 로고    scopus 로고
    • Metabolomics-assisted synthetic biology
    • 10.1016/j.copbio.2011.10.014 1:CAS:528:DC%2BC38XhvFakurs%3D
    • Ellis DI, Goodacre R (2012) Metabolomics-assisted synthetic biology. Curr Opin Biotech 23:22-28
    • (2012) Curr Opin Biotech , vol.23 , pp. 22-28
    • Ellis, D.I.1    Goodacre, R.2
  • 2
    • 78650315006 scopus 로고    scopus 로고
    • Systems level studies of mammalian metabolomes: The roles of mass spectrometry and nuclear magnetic resonance spectroscopy
    • 10.1039/b906712b 1:CAS:528:DC%2BC3cXhsFKju7bI
    • Dunn WB, Broadhurst D, Atherton HJ, Goodacre R, Griffin JL (2011) Systems level studies of mammalian metabolomes: the roles of mass spectrometry and nuclear magnetic resonance spectroscopy. Chem Soc Rev 40:387-426
    • (2011) Chem Soc Rev , vol.40 , pp. 387-426
    • Dunn, W.B.1    Broadhurst, D.2    Atherton, H.J.3    Goodacre, R.4    Griffin, J.L.5
  • 3
    • 1942470073 scopus 로고    scopus 로고
    • Metabolomics by numbers - Acquiring and understanding global metabolite data
    • 10.1016/j.tibtech.2004.03.007 1:CAS:528:DC%2BD2cXjtl2lt7k%3D
    • Goodacre R, Vaidyanathan S, Dunn WB, Harrigan GG, Kell DB (2004) Metabolomics by numbers - acquiring and understanding global metabolite data. Trends Biotechnol 22:245-252
    • (2004) Trends Biotechnol , vol.22 , pp. 245-252
    • Goodacre, R.1    Vaidyanathan, S.2    Dunn, W.B.3    Harrigan, G.G.4    Kell, D.B.5
  • 4
    • 77955981329 scopus 로고    scopus 로고
    • VOC-based metabolic profiling for food spoilage detection with the application to detecting Salmonella typhimurium contaminated pork
    • 10.1007/s00216-010-3771-z 1:CAS:528:DC%2BC3cXmtV2itb8%3D
    • Xu Y, Cheung W, Winder CL, Goodacre R (2010) VOC-based metabolic profiling for food spoilage detection with the application to detecting Salmonella typhimurium contaminated pork. Anal Bioanal Chem 397:2439-2449
    • (2010) Anal Bioanal Chem , vol.397 , pp. 2439-2449
    • Xu, Y.1    Cheung, W.2    Winder, C.L.3    Goodacre, R.4
  • 5
    • 78751532173 scopus 로고    scopus 로고
    • Metabolic profiling of meat: Assessment of pork hygiene and contamination with Salmonella typhimurium
    • 10.1039/c0an00394h 1:CAS:528:DC%2BC3MXmsVGkug%3D%3D
    • Xu Y, Cheung W, Winder CL, Dunn WB, Goodacre R (2011) Metabolic profiling of meat: assessment of pork hygiene and contamination with Salmonella typhimurium. Analyst 136:508-514
    • (2011) Analyst , vol.136 , pp. 508-514
    • Xu, Y.1    Cheung, W.2    Winder, C.L.3    Dunn, W.B.4    Goodacre, R.5
  • 6
    • 47749116552 scopus 로고    scopus 로고
    • The analytical utility of thermally desorbed polydimethylsilicone membranes for in-vivo sampling of volatile organic compounds in and on human skin
    • 10.1039/b802515k 1:CAS:528:DC%2BD1cXoslChtbg%3D
    • Riazanskaia S, Blackburn G, Harker M, Taylor D, Thomas CLP (2008) The analytical utility of thermally desorbed polydimethylsilicone membranes for in-vivo sampling of volatile organic compounds in and on human skin. Analyst 133:1020-1027
    • (2008) Analyst , vol.133 , pp. 1020-1027
    • Riazanskaia, S.1    Blackburn, G.2    Harker, M.3    Taylor, D.4    Thomas, C.L.P.5
  • 7
    • 42349111860 scopus 로고    scopus 로고
    • Global metabolic profiling of Escherichia coli cultures: An evaluation of methods for quenching and extraction of intracellular metabolites
    • 10.1021/ac7023409 1:CAS:528:DC%2BD1cXjtVSiu7o%3D
    • Winder CL, Dunn WB, Schuler S, Broadhurst D, Jarvis RM, Stephens GM, Goodacre R (2008) Global metabolic profiling of Escherichia coli cultures: an evaluation of methods for quenching and extraction of intracellular metabolites. Anal Chem 80:2939-2948
    • (2008) Anal Chem , vol.80 , pp. 2939-2948
    • Winder, C.L.1    Dunn, W.B.2    Schuler, S.3    Broadhurst, D.4    Jarvis, R.M.5    Stephens, G.M.6    Goodacre, R.7
  • 9
    • 0042318557 scopus 로고    scopus 로고
    • A framework for sequential multiblock component methods
    • 10.1002/cem.811 1:CAS:528:DC%2BD3sXntV2rtbw%3D
    • Smilde AK, Westerhuis JA, de Jong S (2003) A framework for sequential multiblock component methods. J Chemometr 17:323-337
    • (2003) J Chemometr , vol.17 , pp. 323-337
    • Smilde, A.K.1    Westerhuis, J.A.2    De Jong, S.3
  • 10
    • 0000736392 scopus 로고    scopus 로고
    • Analysis of multiblock and hierarchical PCA and PLS models
    • 10.1002/(SICI)1099-128X(199809/10)12:5<301: AID-CEM515>3.0.CO;2-S 1:CAS:528:DyaK1cXntFCqsrs%3D
    • Westerhuis JA, Kourti T, Macgregor JF (1998) Analysis of multiblock and hierarchical PCA and PLS models. J Chemometr 12:301-321
    • (1998) J Chemometr , vol.12 , pp. 301-321
    • Westerhuis, J.A.1    Kourti, T.2    Macgregor, J.F.3
  • 11
    • 85162731973 scopus 로고
    • A multiblock partial least squares algorithm for investigating complex chemical systems
    • 10.1002/cem.1180030104
    • Kowalski BR, Wangen LE (1989) A multiblock partial least squares algorithm for investigating complex chemical systems, J Chemometr 3:3-20
    • (1989) J Chemometr , vol.3 , pp. 3-20
    • Kowalski, B.R.1    Wangen, L.E.2
  • 12
    • 0000339654 scopus 로고    scopus 로고
    • Multivariate modelling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares
    • 10.1002/(SICI)1099-128X(199709/10)11:5<379: AID-CEM482>3.0.CO;2-8 1:CAS:528:DyaK2sXmslSgt7g%3D
    • Westerhuis JA, Coenegracht PMJ (1997) Multivariate modelling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares. J Chemometr 11:379-392
    • (1997) J Chemometr , vol.11 , pp. 379-392
    • Westerhuis, J.A.1    Coenegracht, P.M.J.2
  • 13
    • 0034912621 scopus 로고    scopus 로고
    • Deflation in multiblock PLS
    • 10.1002/cem.652 1:CAS:528:DC%2BD3MXlt1Ggurk%3D
    • Westerhuis JA, Smilde AK (2001) Deflation in multiblock PLS. J Chemometr 15:485-493
    • (2001) J Chemometr , vol.15 , pp. 485-493
    • Westerhuis, J.A.1    Smilde, A.K.2
  • 14
    • 0035965476 scopus 로고    scopus 로고
    • PLS-regression: A basic tool of chemometrics
    • 10.1016/S0169-7439(01)00155-1 1:CAS:528:DC%2BD3MXotF2mtLw%3D
    • Wold S, Sjöström M, Eriksson L (2001) PLS-regression: a basic tool of chemometrics. Chemometr Intell Lab 58:109-130
    • (2001) Chemometr Intell Lab , vol.58 , pp. 109-130
    • Wold, S.1    Sjöström, M.2    Eriksson, L.3
  • 16
    • 20344365760 scopus 로고    scopus 로고
    • The origin of correlations in metabolomics data
    • 10.1007/s11306-005-1107-3 1:CAS:528:DC%2BD28XmtVamsLg%3D
    • Camacho D, de la Fuente A, Mendes P (2005) The origin of correlations in metabolomics data. Metabolomics 1:53-63
    • (2005) Metabolomics , vol.1 , pp. 53-63
    • Camacho, D.1    De La Fuente, A.2    Mendes, P.3
  • 18
    • 34249832377 scopus 로고
    • Bayesian method for the induction of probabilistic networks from data
    • Cooper GF, Herskovits EA (1992) Bayesian method for the induction of probabilistic networks from data. Mach Learn 7:299-347
    • (1992) Mach Learn , vol.7 , pp. 299-347
    • Cooper, G.F.1    Herskovits, E.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.