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Volumn 9, Issue 10, 2013, Pages

Feature Selection Methods for Identifying Genetic Determinants of Host Species in RNA Viruses

Author keywords

[No Author keywords available]

Indexed keywords

CORONAVIRUS; FEATURE SELECTION; GENES;

EID: 84887291008     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1003254     Document Type: Article
Times cited : (17)

References (60)
  • 1
    • 0035968353 scopus 로고    scopus 로고
    • Diseases of humans and their domestic mammals: pathogen characteristics, host range and the risk of emergence
    • Cleaveland S, Laurenson MK, Taylor LH, (2001) Diseases of humans and their domestic mammals: pathogen characteristics, host range and the risk of emergence. Philos Trans R Soc Lond B Biol Sci 356: 991-999.
    • (2001) Philos Trans R Soc Lond B Biol Sci , vol.356 , pp. 991-999
    • Cleaveland, S.1    Laurenson, M.K.2    Taylor, L.H.3
  • 4
    • 0031113395 scopus 로고    scopus 로고
    • Hantaviruses: a global disease problem
    • Schmaljohn C, Hjelle B, (1997) Hantaviruses: a global disease problem. Emerg Infect Dis 3: 95-104.
    • (1997) Emerg Infect Dis , vol.3 , pp. 95-104
    • Schmaljohn, C.1    Hjelle, B.2
  • 6
    • 0034723385 scopus 로고    scopus 로고
    • AIDS as a zoonosis: scientific and public health implications
    • Hahn BH, Shaw GM, De Cock KM, Sharp PM, (2000) AIDS as a zoonosis: scientific and public health implications. Science 287: 607-614.
    • (2000) Science , vol.287 , pp. 607-614
    • Hahn, B.H.1    Shaw, G.M.2    De Cock, K.M.3    Sharp, P.M.4
  • 7
    • 33644831181 scopus 로고    scopus 로고
    • Host range and emerging and reemerging pathogens
    • Woolhouse ME, Gowtage-Sequeria S, (2005) Host range and emerging and reemerging pathogens. Emerg Infect Dis 11: 1842-1847.
    • (2005) Emerg Infect Dis , vol.11 , pp. 1842-1847
    • Woolhouse, M.E.1    Gowtage-Sequeria, S.2
  • 9
    • 44949202470 scopus 로고    scopus 로고
    • Phylogeny and geography predict pathogen community similarity in wild primates and humans
    • Davies TJ, Pedersen AB, (2008) Phylogeny and geography predict pathogen community similarity in wild primates and humans. Proc Biol Sci 275: 1695-1701.
    • (2008) Proc Biol Sci , vol.275 , pp. 1695-1701
    • Davies, T.J.1    Pedersen, A.B.2
  • 10
    • 61849097204 scopus 로고    scopus 로고
    • Ability to replicate in the cytoplasm predicts zoonotic transmission of livestock viruses
    • Pulliam JR, Dushoff J, (2009) Ability to replicate in the cytoplasm predicts zoonotic transmission of livestock viruses. J Infect Dis 199: 565-568.
    • (2009) J Infect Dis , vol.199 , pp. 565-568
    • Pulliam, J.R.1    Dushoff, J.2
  • 12
    • 0027221640 scopus 로고
    • Rates of spontaneous mutation among RNA viruses
    • Drake JW, (1993) Rates of spontaneous mutation among RNA viruses. Proc Natl Acad Sci U S A 90: 4171-4175.
    • (1993) Proc Natl Acad Sci U S A , vol.90 , pp. 4171-4175
    • Drake, J.W.1
  • 13
    • 84861593449 scopus 로고    scopus 로고
    • A genome-wide association study identifies susceptibility loci for Wilms tumor
    • Turnbull C, Perdeaux ER, Pernet D, Naranjo A, Renwick A, et al. (2012) A genome-wide association study identifies susceptibility loci for Wilms tumor. Nat Genet 44: 681-684.
    • (2012) Nat Genet , vol.44 , pp. 681-684
    • Turnbull, C.1    Perdeaux, E.R.2    Pernet, D.3    Naranjo, A.4    Renwick, A.5
  • 14
    • 78649317608 scopus 로고    scopus 로고
    • Predicting genetic predisposition in humans: the promise of whole-genome markers
    • de los Campos G, Gianola D, Allison DB, (2010) Predicting genetic predisposition in humans: the promise of whole-genome markers. Nat Rev Genet 11: 880-886.
    • (2010) Nat Rev Genet , vol.11 , pp. 880-886
    • de los Campos, G.1    Gianola, D.2    Allison, D.B.3
  • 15
    • 77954407332 scopus 로고    scopus 로고
    • Genomewide association studies and assessment of the risk of disease
    • Manolio TA, (2010) Genomewide association studies and assessment of the risk of disease. N Engl J Med 363: 166-176.
    • (2010) N Engl J Med , vol.363 , pp. 166-176
    • Manolio, T.A.1
  • 17
    • 30644464444 scopus 로고    scopus 로고
    • Gene selection and classification of microarray data using random forest
    • Diaz-Uriarte R, Alvarez de Andres S, (2006) Gene selection and classification of microarray data using random forest. BMC Bioinformatics 7: 3.
    • (2006) BMC Bioinformatics , vol.7 , pp. 3
    • Diaz-Uriarte, R.1    Alvarez de Andres, S.2
  • 18
    • 0013255608 scopus 로고    scopus 로고
    • A cluster of cases of severe acute respiratory syndrome in Hong Kong
    • Tsang KW, Ho PL, Ooi GC, Yee WK, Wang T, et al. (2003) A cluster of cases of severe acute respiratory syndrome in Hong Kong. N Engl J Med 348: 1977-1985.
    • (2003) N Engl J Med , vol.348 , pp. 1977-1985
    • Tsang, K.W.1    Ho, P.L.2    Ooi, G.C.3    Yee, W.K.4    Wang, T.5
  • 19
    • 0141889936 scopus 로고    scopus 로고
    • Isolation and characterization of viruses related to the SARS coronavirus from animals in southern China
    • Guan Y, Zheng BJ, He YQ, Liu XL, Zhuang ZX, et al. (2003) Isolation and characterization of viruses related to the SARS coronavirus from animals in southern China. Science 302: 276-278.
    • (2003) Science , vol.302 , pp. 276-278
    • Guan, Y.1    Zheng, B.J.2    He, Y.Q.3    Liu, X.L.4    Zhuang, Z.X.5
  • 20
    • 27344438916 scopus 로고    scopus 로고
    • Bats are natural reservoirs of SARS-like coronaviruses
    • Li W, Shi Z, Yu M, Ren W, Smith C, et al. (2005) Bats are natural reservoirs of SARS-like coronaviruses. Science 310: 676-679.
    • (2005) Science , vol.310 , pp. 676-679
    • Li, W.1    Shi, Z.2    Yu, M.3    Ren, W.4    Smith, C.5
  • 21
    • 12144286761 scopus 로고    scopus 로고
    • Molecular evolution of the SARS coronavirus during the course of the SARS epidemic in China
    • Consortium TCSME
    • Consortium TCSME (2004) Molecular evolution of the SARS coronavirus during the course of the SARS epidemic in China. Science 303 (5664) ():: 1666-9.
    • (2004) Science , vol.303 , Issue.5664 , pp. 1666-1669
  • 22
    • 20044382817 scopus 로고    scopus 로고
    • Cross-host evolution of severe acute respiratory syndrome coronavirus in palm civet and human
    • Song HD, Tu CC, Zhang GW, Wang SY, Zheng K, et al. (2005) Cross-host evolution of severe acute respiratory syndrome coronavirus in palm civet and human. Proc Natl Acad Sci U S A 102: 2430-2435.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , pp. 2430-2435
    • Song, H.D.1    Tu, C.C.2    Zhang, G.W.3    Wang, S.Y.4    Zheng, K.5
  • 23
    • 84870621173 scopus 로고    scopus 로고
    • Virus pathogen database and analysis resource (ViPR): a comprehensive bioinformatics database and analysis resource for the coronavirus research community
    • Pickett BE, Greer DS, Zhang Y, Stewart L, Zhou L, et al. (2012) Virus pathogen database and analysis resource (ViPR): a comprehensive bioinformatics database and analysis resource for the coronavirus research community. Viruses 4: 3209-3226.
    • (2012) Viruses , vol.4 , pp. 3209-3226
    • Pickett, B.E.1    Greer, D.S.2    Zhang, Y.3    Stewart, L.4    Zhou, L.5
  • 24
    • 2142753891 scopus 로고    scopus 로고
    • The population genetics and evolutionary epidemiology of RNA viruses
    • Moya A, Holmes EC, Gonzalez-Candelas F, (2004) The population genetics and evolutionary epidemiology of RNA viruses. Nat Rev Microbiol 2: 279-288.
    • (2004) Nat Rev Microbiol , vol.2 , pp. 279-288
    • Moya, A.1    Holmes, E.C.2    Gonzalez-Candelas, F.3
  • 26
    • 77955288981 scopus 로고    scopus 로고
    • Host phylogeny constrains cross-species emergence and establishment of rabies virus in bats
    • Streicker DG, Turmelle AS, Vonhof MJ, Kuzmin IV, McCracken GF, et al. (2010) Host phylogeny constrains cross-species emergence and establishment of rabies virus in bats. Science 329: 676-679.
    • (2010) Science , vol.329 , pp. 676-679
    • Streicker, D.G.1    Turmelle, A.S.2    Vonhof, M.J.3    Kuzmin, I.V.4    McCracken, G.F.5
  • 27
    • 18044384404 scopus 로고    scopus 로고
    • Patterns of host specificity and transmission among parasites of wild primates
    • Pedersen AB, Altizer S, Poss M, Cunningham AA, Nunn CL, (2005) Patterns of host specificity and transmission among parasites of wild primates. Int J Parasitol 35: 647-657.
    • (2005) Int J Parasitol , vol.35 , pp. 647-657
    • Pedersen, A.B.1    Altizer, S.2    Poss, M.3    Cunningham, A.A.4    Nunn, C.L.5
  • 28
    • 77957197059 scopus 로고    scopus 로고
    • PB2 and hemagglutinin mutations are major determinants of host range and virulence in mouse-adapted influenza A virus
    • Ping J, Dankar SK, Forbes NE, Keleta L, Zhou Y, et al. (2010) PB2 and hemagglutinin mutations are major determinants of host range and virulence in mouse-adapted influenza A virus. J Virol 84: 10606-10618.
    • (2010) J Virol , vol.84 , pp. 10606-10618
    • Ping, J.1    Dankar, S.K.2    Forbes, N.E.3    Keleta, L.4    Zhou, Y.5
  • 29
    • 0033856695 scopus 로고    scopus 로고
    • Early alterations of the receptor-binding properties of H1, H2, and H3 avian influenza virus hemagglutinins after their introduction into mammals
    • Matrosovich M, Tuzikov A, Bovin N, Gambaryan A, Klimov A, et al. (2000) Early alterations of the receptor-binding properties of H1, H2, and H3 avian influenza virus hemagglutinins after their introduction into mammals. J Virol 74: 8502-8512.
    • (2000) J Virol , vol.74 , pp. 8502-8512
    • Matrosovich, M.1    Tuzikov, A.2    Bovin, N.3    Gambaryan, A.4    Klimov, A.5
  • 30
    • 67649297821 scopus 로고    scopus 로고
    • Emergence and pandemic potential of swine-origin H1N1 influenza virus
    • Neumann G, Noda T, Kawaoka Y, (2009) Emergence and pandemic potential of swine-origin H1N1 influenza virus. Nature 459: 931-939.
    • (2009) Nature , vol.459 , pp. 931-939
    • Neumann, G.1    Noda, T.2    Kawaoka, Y.3
  • 31
    • 33846820412 scopus 로고    scopus 로고
    • A two-amino acid change in the hemagglutinin of the 1918 influenza virus abolishes transmission
    • Tumpey TM, Maines TR, Van Hoeven N, Glaser L, Solorzano A, et al. (2007) A two-amino acid change in the hemagglutinin of the 1918 influenza virus abolishes transmission. Science 315: 655-659.
    • (2007) Science , vol.315 , pp. 655-659
    • Tumpey, T.M.1    Maines, T.R.2    Van Hoeven, N.3    Glaser, L.4    Solorzano, A.5
  • 32
    • 0025187412 scopus 로고
    • Evolution of influenza A virus PB2 genes: implications for evolution of the ribonucleoprotein complex and origin of human influenza A virus
    • Gorman OT, Donis RO, Kawaoka Y, Webster RG, (1990) Evolution of influenza A virus PB2 genes: implications for evolution of the ribonucleoprotein complex and origin of human influenza A virus. J Virol 64: 4893-4902.
    • (1990) J Virol , vol.64 , pp. 4893-4902
    • Gorman, O.T.1    Donis, R.O.2    Kawaoka, Y.3    Webster, R.G.4
  • 33
    • 80051996895 scopus 로고    scopus 로고
    • Putative amino acid determinants of the emergence of the 2009 influenza A (H1N1) virus in the human population
    • Meroz D, Yoon SW, Ducatez MF, Fabrizio TP, Webby RJ, et al. (2011) Putative amino acid determinants of the emergence of the 2009 influenza A (H1N1) virus in the human population. Proc Natl Acad Sci U S A 108: 13522-13527.
    • (2011) Proc Natl Acad Sci U S A , vol.108 , pp. 13522-13527
    • Meroz, D.1    Yoon, S.W.2    Ducatez, M.F.3    Fabrizio, T.P.4    Webby, R.J.5
  • 34
    • 67749131251 scopus 로고    scopus 로고
    • Transmission and pathogenesis of swine-origin 2009 A(H1N1) influenza viruses in ferrets and mice
    • Maines TR, Jayaraman A, Belser JA, Wadford DA, Pappas C, et al. (2009) Transmission and pathogenesis of swine-origin 2009 A(H1N1) influenza viruses in ferrets and mice. Science 325: 484-487.
    • (2009) Science , vol.325 , pp. 484-487
    • Maines, T.R.1    Jayaraman, A.2    Belser, J.A.3    Wadford, D.A.4    Pappas, C.5
  • 35
    • 42949118829 scopus 로고    scopus 로고
    • Quantitative biochemical rationale for differences in transmissibility of 1918 pandemic influenza A viruses
    • Srinivasan A, Viswanathan K, Raman R, Chandrasekaran A, Raguram S, et al. (2008) Quantitative biochemical rationale for differences in transmissibility of 1918 pandemic influenza A viruses. Proc Natl Acad Sci U S A 105: 2800-2805.
    • (2008) Proc Natl Acad Sci U S A , vol.105 , pp. 2800-2805
    • Srinivasan, A.1    Viswanathan, K.2    Raman, R.3    Chandrasekaran, A.4    Raguram, S.5
  • 37
    • 79953224896 scopus 로고    scopus 로고
    • Interaction of the Influenza A Virus Polymerase PB2 C-terminal Region with Importin alpha Isoforms Provides Insights into Host Adaptation and Polymerase Assembly
    • Boivin S, Hart DJ, (2011) Interaction of the Influenza A Virus Polymerase PB2 C-terminal Region with Importin alpha Isoforms Provides Insights into Host Adaptation and Polymerase Assembly. Journal of Biological Chemistry 286: 10439-10448.
    • (2011) Journal of Biological Chemistry , vol.286 , pp. 10439-10448
    • Boivin, S.1    Hart, D.J.2
  • 39
  • 40
    • 0034054170 scopus 로고    scopus 로고
    • Genetic analysis of the compatibility between polymerase proteins from human and avian strains of influenza A viruses
    • Naffakh N, Massin P, Escriou N, Crescenzo-Chaigne B, van der Werf S, (2000) Genetic analysis of the compatibility between polymerase proteins from human and avian strains of influenza A viruses. Journal of General Virology 81: 1283-1291.
    • (2000) Journal of General Virology , vol.81 , pp. 1283-1291
    • Naffakh, N.1    Massin, P.2    Escriou, N.3    Crescenzo-Chaigne, B.4    van der Werf, S.5
  • 41
    • 0027468737 scopus 로고
    • A Single Amino-Acid in the Pb2-Gene of Influenza-a Virus Is a Determinant of Host Range
    • Subbarao EK, London W, Murphy BR, (1993) A Single Amino-Acid in the Pb2-Gene of Influenza-a Virus Is a Determinant of Host Range. Journal of Virology 67: 1761-1764.
    • (1993) Journal of Virology , vol.67 , pp. 1761-1764
    • Subbarao, E.K.1    London, W.2    Murphy, B.R.3
  • 42
    • 0035823083 scopus 로고    scopus 로고
    • Molecular basis for high virulence of Hong Kong H5N1 influenza A viruses
    • Hatta M, Gao P, Halfmann P, Kawaoka Y, (2001) Molecular basis for high virulence of Hong Kong H5N1 influenza A viruses. Science 293: 1840-1842.
    • (2001) Science , vol.293 , pp. 1840-1842
    • Hatta, M.1    Gao, P.2    Halfmann, P.3    Kawaoka, Y.4
  • 43
    • 77951043137 scopus 로고    scopus 로고
    • Role of host-specific amino acids in the pathogenicity of avian H5N1 influenza viruses in mice
    • Kim JH, Hatta M, Watanabe S, Neumann G, Watanabe T, et al. (2010) Role of host-specific amino acids in the pathogenicity of avian H5N1 influenza viruses in mice. J Gen Virol 91: 1284-1289.
    • (2010) J Gen Virol , vol.91 , pp. 1284-1289
    • Kim, J.H.1    Hatta, M.2    Watanabe, S.3    Neumann, G.4    Watanabe, T.5
  • 44
    • 75849136881 scopus 로고    scopus 로고
    • Adaptive strategies of the influenza virus polymerase for replication in humans
    • Mehle A, Doudna JA, (2009) Adaptive strategies of the influenza virus polymerase for replication in humans. Proc Natl Acad Sci U S A 106: 21312-21316.
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 21312-21316
    • Mehle, A.1    Doudna, J.A.2
  • 46
    • 0032125465 scopus 로고    scopus 로고
    • Molecules remodel the mammalian tree
    • de Jong WW, (1998) Molecules remodel the mammalian tree. Trends Ecol Evol 13: 270-275.
    • (1998) Trends Ecol Evol , vol.13 , pp. 270-275
    • de Jong, W.W.1
  • 47
    • 42349112088 scopus 로고    scopus 로고
    • Genome-wide association studies for complex traits: consensus, uncertainty and challenges
    • McCarthy MI, Abecasis GR, Cardon LR, Goldstein DB, Little J, et al. (2008) Genome-wide association studies for complex traits: consensus, uncertainty and challenges. Nat Rev Genet 9: 356-369.
    • (2008) Nat Rev Genet , vol.9 , pp. 356-369
    • McCarthy, M.I.1    Abecasis, G.R.2    Cardon, L.R.3    Goldstein, D.B.4    Little, J.5
  • 48
    • 77949497074 scopus 로고    scopus 로고
    • Bioinformatics challenges for genome-wide association studies
    • Moore JH, Asselbergs FW, Williams SM, (2010) Bioinformatics challenges for genome-wide association studies. Bioinformatics 26: 445-455.
    • (2010) Bioinformatics , vol.26 , pp. 445-455
    • Moore, J.H.1    Asselbergs, F.W.2    Williams, S.M.3
  • 49
    • 79958800854 scopus 로고    scopus 로고
    • Implication of next-generation sequencing on association studies
    • Siu H, Zhu Y, Jin L, Xiong M, (2011) Implication of next-generation sequencing on association studies. BMC Genomics 12: 322.
    • (2011) BMC Genomics , vol.12 , pp. 322
    • Siu, H.1    Zhu, Y.2    Jin, L.3    Xiong, M.4
  • 50
    • 84872040426 scopus 로고    scopus 로고
    • Chapter 11: Genome-wide association studies
    • Bush WS, Moore JH, (2012) Chapter 11: Genome-wide association studies. PLoS Comput Biol 8: e1002822.
    • (2012) PLoS Comput Biol , vol.8
    • Bush, W.S.1    Moore, J.H.2
  • 51
    • 84874600128 scopus 로고    scopus 로고
    • From single-SNP to wide-locus: genome-wide association studies identifying functionally related genes and intragenic regions in small sample studies
    • Wittkowski KM, Sonakya V, Song T, Seybold MP, Keddache M, et al. (2013) From single-SNP to wide-locus: genome-wide association studies identifying functionally related genes and intragenic regions in small sample studies. Pharmacogenomics 14: 391-401.
    • (2013) Pharmacogenomics , vol.14 , pp. 391-401
    • Wittkowski, K.M.1    Sonakya, V.2    Song, T.3    Seybold, M.P.4    Keddache, M.5
  • 52
    • 40349113426 scopus 로고    scopus 로고
    • Interaction of polymerase subunit PB2 and NP with importin alpha1 is a determinant of host range of influenza A virus
    • Gabriel G, Herwig A, Klenk HD, (2008) Interaction of polymerase subunit PB2 and NP with importin alpha1 is a determinant of host range of influenza A virus. Plos Pathogens 4: e11.
    • (2008) Plos Pathogens , vol.4
    • Gabriel, G.1    Herwig, A.2    Klenk, H.D.3
  • 54
    • 59749097063 scopus 로고    scopus 로고
    • Avian Influenza A virus polymerase association with nucleoprotein, but not polymerase assembly, is impaired in human cells during the course of infection
    • Rameix-Welti MA, Tomoiu A, Dos Santos Afonso E, van der Werf S, Naffakh N, (2009) Avian Influenza A virus polymerase association with nucleoprotein, but not polymerase assembly, is impaired in human cells during the course of infection. J Virol 83: 1320-1331.
    • (2009) J Virol , vol.83 , pp. 1320-1331
    • Rameix-Welti, M.A.1    Tomoiu, A.2    Dos Santos Afonso, E.3    van der Werf, S.4    Naffakh, N.5
  • 55
    • 77958537904 scopus 로고    scopus 로고
    • All that glitters is not gold - founder effects complicate associations of flu mutations to disease severity
    • Lee RTC, Santos CLS, de Paiva TM, Cui L, Sirota FL, et al. (2010) All that glitters is not gold- founder effects complicate associations of flu mutations to disease severity. Virology Journal 7: 297.
    • (2010) Virology Journal , vol.7 , pp. 297
    • Lee, R.T.C.1    Santos, C.L.S.2    de Paiva, T.M.3    Cui, L.4    Sirota, F.L.5
  • 56
    • 35348970485 scopus 로고    scopus 로고
    • GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest
    • Diaz-Uriarte R, (2007) GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest. BMC Bioinformatics 8: 328.
    • (2007) BMC Bioinformatics , vol.8 , pp. 328
    • Diaz-Uriarte, R.1
  • 57
    • 44349095887 scopus 로고    scopus 로고
    • adegenet: a R package for the multivariate analysis of genetic markers
    • Jombart T, (2008) adegenet: a R package for the multivariate analysis of genetic markers. Bioinformatics 24: 1403-1405.
    • (2008) Bioinformatics , vol.24 , pp. 1403-1405
    • Jombart, T.1
  • 58
    • 0029587166 scopus 로고
    • A method to predict functional residues in proteins
    • Casari G, Sander C, Valencia A, (1995) A method to predict functional residues in proteins. Nat Struct Biol 2: 171-178.
    • (1995) Nat Struct Biol , vol.2 , pp. 171-178
    • Casari, G.1    Sander, C.2    Valencia, A.3
  • 59
    • 65449132092 scopus 로고    scopus 로고
    • Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds
    • Gibbs RA, Taylor JF, Van Tassell CP, Barendse W, Eversole KA, et al. (2009) Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds. Science 324: 528-532.
    • (2009) Science , vol.324 , pp. 528-532
    • Gibbs, R.A.1    Taylor, J.F.2    Van Tassell, C.P.3    Barendse, W.4    Eversole, K.A.5
  • 60
    • 77951165843 scopus 로고    scopus 로고
    • Structural basis of preexisting immunity to the 2009 H1N1 pandemic influenza virus
    • Xu R, Ekiert DC, Krause JC, Hai R, Crowe JE Jr, et al. (2010) Structural basis of preexisting immunity to the 2009 H1N1 pandemic influenza virus. Science 328: 357-360.
    • (2010) Science , vol.328 , pp. 357-360
    • Xu, R.1    Ekiert, D.C.2    Krause, J.C.3    Hai, R.4    Crowe Jr., J.E.5


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