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Volumn 4, Issue 2, 2014, Pages 255-264

Genetic architecture of contemporary adaptation to biotic invasions: Quantitative trait locus mapping of beak reduction in soapberry bugs

Author keywords

Diversification; Hemiptera; Host association; Quantitative genetics; Rapid evolution

Indexed keywords

GENOMIC DNA;

EID: 84894579034     PISSN: None     EISSN: 21601836     Source Type: Journal    
DOI: 10.1534/g3.113.008334     Document Type: Article
Times cited : (2)

References (56)
  • 1
    • 0033375067 scopus 로고    scopus 로고
    • Application of AFLP technique that uses non-radioactive fluorescent primers to the detection of genetic diversity in Japanese rice cultivars and cloning of DNA sequences derived from an Indica genome
    • Ashikawa, I., Y. Fukuta, K. Tamura, and T. Yagi, 1999 Application of AFLP technique that uses non-radioactive fluorescent primers to the detection of genetic diversity in Japanese rice cultivars and cloning of DNA sequences derived from an Indica genome. Breed. Sci. 49: 225-231.
    • (1999) Breed. Sci. , vol.49 , pp. 225-231
    • Ashikawa, I.1    Fukuta, Y.2    Tamura, K.3    Yagi, T.4
  • 2
    • 37549030093 scopus 로고    scopus 로고
    • Adaptation from standing genetic variation
    • Barrett, R. D. H., and D. Schluter, 2008 Adaptation from standing genetic variation. Trends Ecol. Evol. 23: 38-44.
    • (2008) Trends Ecol. Evol. , vol.23 , pp. 38-44
    • Barrett, R.D.H.1    Schluter, D.2
  • 3
    • 0000169687 scopus 로고    scopus 로고
    • QTL Analyses: Power, Precision, and Accuracy
    • edited by A. H. Paterson. CRC Press, Boca Raton, FL.
    • Beavis, W. D., 1998 QTL Analyses: Power, Precision, and Accuracy, pp. 145-161 in Molecular Dissection of Complex Traits, edited by A. H. Paterson. CRC Press, Boca Raton, FL.
    • (1998) Molecular Dissection of Complex Traits , pp. 145-161
    • Beavis, W.D.1
  • 4
    • 84867542409 scopus 로고    scopus 로고
    • Footprints in time: comparative quantitative trait loci mapping of the pitcher-plant mosquito, Wyeomyia smithii
    • Bradshaw, W. E., K. J. Emerson, J. M. Catchen, W. A. Cresko, and C. M. Holzapfel, 2012 Footprints in time: comparative quantitative trait loci mapping of the pitcher-plant mosquito, Wyeomyia smithii. Proc. R. Soc. B Biol. Sci. 279: 4551-4558.
    • (2012) Proc. R. Soc. B Biol. Sci. , vol.279 , pp. 4551-4558
    • Bradshaw, W.E.1    Emerson, K.J.2    Catchen, J.M.3    Cresko, W.A.4    Holzapfel, C.M.5
  • 5
    • 0034926874 scopus 로고    scopus 로고
    • Autosomal univalents as a common meiotic feature in Jadera haematoloma (Herrich-Schaeffer, 1847) and Jadera sanguinolenta (Fabricius, 1775) (Heteroptera: Rhopalidae: Serinethinae)
    • Bressa, M. J., A. G. Papeschi, and M. L. Larramendy, 2001 Autosomal univalents as a common meiotic feature in Jadera haematoloma (Herrich-Schaeffer, 1847) and Jadera sanguinolenta (Fabricius, 1775) (Heteroptera: Rhopalidae: Serinethinae). Eur. J. Entomol. 98: 151-157.
    • (2001) Eur. J. Entomol. , vol.98 , pp. 151-157
    • Bressa, M.J.1    Papeschi, A.G.2    Larramendy, M.L.3
  • 6
    • 21744434920 scopus 로고    scopus 로고
    • Heterochromatin characterization in five species of Heteroptera
    • Bressa, M. J., M. L. Larramendy, and A. G. Papeschi, 2005 Heterochromatin characterization in five species of Heteroptera. Genetica 124: 307-317.
    • (2005) Genetica , vol.124 , pp. 307-317
    • Bressa, M.J.1    Larramendy, M.L.2    Papeschi, A.G.3
  • 7
    • 52049095988 scopus 로고    scopus 로고
    • Impact of amplified fragment length polymorphism size homoplasy on the estimation of population genetic diversity and the detection of selective loci
    • Caballero, A., H. Quesada, and E. Rolán-Alvarez, 2008 Impact of amplified fragment length polymorphism size homoplasy on the estimation of population genetic diversity and the detection of selective loci. Genetics 179: 539-554.
    • (2008) Genetics , vol.179 , pp. 539-554
    • Caballero, A.1    Quesada, H.2    Rolán-Alvarez, E.3
  • 8
    • 81255196850 scopus 로고    scopus 로고
    • Comparing the genetic architecture and potential response to selection of invasive and native populations of reed canary grass
    • Calsbeek, B., S. Lavergne, M. Patel, and J. Molofsky, 2011 Comparing the genetic architecture and potential response to selection of invasive and native populations of reed canary grass. Evol. Appl. 4: 726-735.
    • (2011) Evol. Appl. , vol.4 , pp. 726-735
    • Calsbeek, B.1    Lavergne, S.2    Patel, M.3    Molofsky, J.4
  • 9
    • 36148930289 scopus 로고    scopus 로고
    • Natives adapting to invasive species: ecology, genes, and the sustainability of conservation
    • Carroll, S. P., 2007 Natives adapting to invasive species: ecology, genes, and the sustainability of conservation. Ecol. Res. 22: 892-901.
    • (2007) Ecol. Res. , vol.22 , pp. 892-901
    • Carroll, S.P.1
  • 10
    • 0027063310 scopus 로고
    • Host race radiation in the soapberry bug: natural history with the history
    • Carroll, S. P., and C. Boyd, 1992 Host race radiation in the soapberry bug: natural history with the history. Evolution 46: 1052-1069.
    • (1992) Evolution , vol.46 , pp. 1052-1069
    • Carroll, S.P.1    Boyd, C.2
  • 11
    • 84865802393 scopus 로고    scopus 로고
    • Soapberry bug (Hemiptera: Rhopalidae: Serinethinae) native and introduced host plants: biogeographic background of anthropogenic evolution
    • Carroll, S. P., and J. E. Loye, 2012 Soapberry bug (Hemiptera: Rhopalidae: Serinethinae) native and introduced host plants: biogeographic background of anthropogenic evolution. Ann. Entomol. Soc. Am. 105: 671-684.
    • (2012) Ann. Entomol. Soc. Am. , vol.105 , pp. 671-684
    • Carroll, S.P.1    Loye, J.E.2
  • 12
    • 0030867190 scopus 로고    scopus 로고
    • Genetic differentiation of fitness-associated traits among rapidly evolving populations of the soapberry bug
    • Carroll, S. P., H. Dingle, and S. P. Klassen, 1997 Genetic differentiation of fitness-associated traits among rapidly evolving populations of the soapberry bug. Evolution 51: 1182-1188.
    • (1997) Evolution , vol.51 , pp. 1182-1188
    • Carroll, S.P.1    Dingle, H.2    Klassen, S.P.3
  • 13
    • 0032416795 scopus 로고    scopus 로고
    • Rapidly evolving adaptations to host ecology and nutrition in the soapberry bug
    • Carroll, S. P., S. P. Klassen, and H. Dingle, 1998 Rapidly evolving adaptations to host ecology and nutrition in the soapberry bug. Evol. Ecol. 12: 955-968.
    • (1998) Evol. Ecol. , vol.12 , pp. 955-968
    • Carroll, S.P.1    Klassen, S.P.2    Dingle, H.3
  • 14
    • 0035704973 scopus 로고    scopus 로고
    • Genetic architecture of adaptive differentiation in evolving host races of the soapberry bug, Jadera haematoloma
    • Carroll, S. P., H. Dingle, T. R. Famula, and C. W. Fox, 2001 Genetic architecture of adaptive differentiation in evolving host races of the soapberry bug, Jadera haematoloma. Genetica 112-113: 257-272.
    • (2001) Genetica , vol.112-113 , pp. 257-272
    • Carroll, S.P.1    Dingle, H.2    Famula, T.R.3    Fox, C.W.4
  • 15
    • 0042030811 scopus 로고    scopus 로고
    • Rapid appearance of epistasis during adaptive divergence following colonization
    • Carroll, S. P., H. Dingle, and T. R. Famula, 2003 Rapid appearance of epistasis during adaptive divergence following colonization. Proc. Biol. Sci. 270: S80-S83.
    • (2003) Proc. Biol. Sci. , vol.270
    • Carroll, S.P.1    Dingle, H.2    Famula, T.R.3
  • 16
    • 26244451173 scopus 로고    scopus 로고
    • The role of epistatic gene interactions in the response to selection and the evolution of evolvability
    • Carter, A. J. R., J. Hermisson, and T. F. Hansen, 2005 The role of epistatic gene interactions in the response to selection and the evolution of evolvability. Theor. Popul. Biol. 68: 179-196.
    • (2005) Theor. Popul. Biol. , vol.68 , pp. 179-196
    • Carter, A.J.R.1    Hermisson, J.2    Hansen, T.F.3
  • 17
    • 0028151261 scopus 로고
    • Empirical threshold values for quantitative trait mapping
    • Churchill, G. A., and R. W. Doerge, 1994 Empirical threshold values for quantitative trait mapping. Genetics 138: 963-971.
    • (1994) Genetics , vol.138 , pp. 963-971
    • Churchill, G.A.1    Doerge, R.W.2
  • 18
    • 77954321847 scopus 로고    scopus 로고
    • Evolutionary constraints on adaptive evolution during range expansion in an invasive plant
    • Colautti, R. I., C. G. Eckert, and S. C. H. Barrett, 2010 Evolutionary constraints on adaptive evolution during range expansion in an invasive plant. Proc. R. Soc. B Biol. Sci. 277: 1799-1806.
    • (2010) Proc. R. Soc. B Biol. Sci. , vol.277 , pp. 1799-1806
    • Colautti, R.I.1    Eckert, C.G.2    Barrett, S.C.H.3
  • 19
    • 84862814938 scopus 로고    scopus 로고
    • Origin, fate, and architecture of ecologically relevant genetic variation
    • Colautti, R. I., C.-R. Lee, and T. Mitchell-Olds, 2012 Origin, fate, and architecture of ecologically relevant genetic variation. Curr. Opin. Plant Biol. 15: 199-204.
    • (2012) Curr. Opin. Plant Biol. , vol.15 , pp. 199-204
    • Colautti, R.I.1    Lee, C.-R.2    Mitchell-Olds, T.3
  • 20
    • 70349193685 scopus 로고    scopus 로고
    • Influence of genetic architecture on contemporary local evolution in the soapberry bug, Jadera haematoloma: artificial selection on beak length
    • Dingle, H., S. P. Carroll, and T. R. Famula, 2009 Influence of genetic architecture on contemporary local evolution in the soapberry bug, Jadera haematoloma: artificial selection on beak length. J. Evol. Biol. 22: 2031-2040.
    • (2009) J. Evol. Biol. , vol.22 , pp. 2031-2040
    • Dingle, H.1    Carroll, S.P.2    Famula, T.R.3
  • 21
    • 40549134650 scopus 로고    scopus 로고
    • Rapid divergence of genetic variance-covariance matrix within a natural population
    • Doroszuk, A., M. W. Wojewodzic, G. Gort, and J. E. Kammenga, 2008 Rapid divergence of genetic variance-covariance matrix within a natural population. Am. Nat. 171: 291-304.
    • (2008) Am. Nat. , vol.171 , pp. 291-304
    • Doroszuk, A.1    Wojewodzic, M.W.2    Gort, G.3    Kammenga, J.E.4
  • 23
    • 84894565411 scopus 로고    scopus 로고
    • Sinauer Associates, Inc., Publishers, Sunderland, MA.
    • Futuyma, D. J., 2013 Evolution. Sinauer Associates, Inc., Publishers, Sunderland, MA.
    • (2013) Evolution
    • Futuyma, D.J.1
  • 24
    • 0028136089 scopus 로고
    • Genetic linkage maps of Eucalyptus grandis and Eucalyptus urophylla using a pseudo-testcross: mapping strategy and RAPD markers
    • Grattapaglia, D., and R. Sederoff, 1994 Genetic linkage maps of Eucalyptus grandis and Eucalyptus urophylla using a pseudo-testcross: mapping strategy and RAPD markers. Genetics 137: 1121-1137.
    • (1994) Genetics , vol.137 , pp. 1121-1137
    • Grattapaglia, D.1    Sederoff, R.2
  • 25
    • 52449111813 scopus 로고    scopus 로고
    • Quantitative trait loci for production traits in pigs: a combined analysis of two Meishan. Large White populations
    • Guo, Y.-M., G. J. Lee, A. L. Archibald, and C. S. Haley, 2008 Quantitative trait loci for production traits in pigs: a combined analysis of two Meishan. Large White populations. Anim. Genet. 39: 486-495.
    • (2008) Anim. Genet. , vol.39 , pp. 486-495
    • Guo, Y.-M.1    Lee, G.J.2    Archibald, A.L.3    Haley, C.S.4
  • 26
    • 0028219062 scopus 로고
    • Mapping quantitative trait loci in crosses between outbred lines using least squares
    • Haley, C. S., S. A. Knott, and J. M. Elsen, 1994 Mapping quantitative trait loci in crosses between outbred lines using least squares. Genetics 136: 1195-1207.
    • (1994) Genetics , vol.136 , pp. 1195-1207
    • Haley, C.S.1    Knott, S.A.2    Elsen, J.M.3
  • 27
    • 33751314398 scopus 로고    scopus 로고
    • The evolution of genetic architecture
    • Hansen, T. F., 2006 The evolution of genetic architecture. Annu. Rev. Ecol. Evol. Syst. 37: 123-157.
    • (2006) Annu. Rev. Ecol. Evol. Syst. , vol.37 , pp. 123-157
    • Hansen, T.F.1
  • 28
    • 0031887134 scopus 로고    scopus 로고
    • Diversity of selected hop cultivars detected by fluorescent AFLPs
    • Hartl, L., and S. Seefelder, 1998 Diversity of selected hop cultivars detected by fluorescent AFLPs. Theor. Appl. Genet. 96: 112-116.
    • (1998) Theor. Appl. Genet. , vol.96 , pp. 112-116
    • Hartl, L.1    Seefelder, S.2
  • 29
    • 0033005193 scopus 로고    scopus 로고
    • A modified AFLP with fluorescence-labelled primers and automated DNA sequencer detection for efficient fingerprinting analysis in plants
    • Huang, J., and M. Sun, 1999 A modified AFLP with fluorescence-labelled primers and automated DNA sequencer detection for efficient fingerprinting analysis in plants. Biotechnol. Tech. 13: 277-278.
    • (1999) Biotechnol. Tech. , vol.13 , pp. 277-278
    • Huang, J.1    Sun, M.2
  • 30
    • 8144219858 scopus 로고    scopus 로고
    • How interactions between ecology and evolution influence contemporary invasion dynamics
    • Lambrinos, J. G., 2004 How interactions between ecology and evolution influence contemporary invasion dynamics. Ecology 85: 2061-2070.
    • (2004) Ecology , vol.85 , pp. 2061-2070
    • Lambrinos, J.G.1
  • 31
    • 84863257260 scopus 로고    scopus 로고
    • Quantitative trait loci associated with the immune response to a bovine respiratory syncytial virus vaccine
    • Leach, R. J., R. G. O'Neill, J. L. Fitzpatrick, J. L. Williams, and E. J. Glass, 2012 Quantitative trait loci associated with the immune response to a bovine respiratory syncytial virus vaccine. PLoS ONE 7: e33526.
    • (2012) PLoS ONE , vol.7
    • Leach, R.J.1    O'Neill, R.G.2    Fitzpatrick, J.L.3    Williams, J.L.4    Glass, E.J.5
  • 32
    • 0036679958 scopus 로고    scopus 로고
    • Evolutionary genetics of invasive species
    • Lee, C. E., 2002 Evolutionary genetics of invasive species. Trends Ecol. Evol. 17: 386-391.
    • (2002) Trends Ecol. Evol. , vol.17 , pp. 386-391
    • Lee, C.E.1
  • 33
    • 0035144796 scopus 로고    scopus 로고
    • Flowering ecotypes of Capsella bursa-pastoris(L.) Medik. (Brassicaceae) analysed by a cosegregation of phenotypic characters (QTL) and molecular markers
    • Linde, M., S. Diel, and B. Neuffer, 2001 Flowering ecotypes of Capsella bursa-pastoris(L.) Medik. (Brassicaceae) analysed by a cosegregation of phenotypic characters (QTL) and molecular markers. Ann. Bot. (Lond.) 87: 91-99.
    • (2001) Ann. Bot. (Lond.) , vol.87 , pp. 91-99
    • Linde, M.1    Diel, S.2    Neuffer, B.3
  • 35
    • 14844333580 scopus 로고    scopus 로고
    • Statistical power for detecting epistasis QTL effects under the F-2 design
    • Mao, Y., and Y. Da, 2005 Statistical power for detecting epistasis QTL effects under the F-2 design. Genet. Sel. Evol. 37: 129.
    • (2005) Genet. Sel. Evol. , vol.37 , pp. 129
    • Mao, Y.1    Da, Y.2
  • 36
    • 0035826860 scopus 로고    scopus 로고
    • The evolutionary impact of invasive species
    • Mooney, H. A., and E. E. Cleland, 2001 The evolutionary impact of invasive species. Proc. Natl. Acad. Sci. USA 98: 5446-5451.
    • (2001) Proc. Natl. Acad. Sci. USA , vol.98 , pp. 5446-5451
    • Mooney, H.A.1    Cleland, E.E.2
  • 37
    • 84882215363 scopus 로고    scopus 로고
    • Greenwood Publishing Group, Westport, CT.
    • Moore, J., and R. Moore, 2006 Evolution 101. Greenwood Publishing Group, Westport, CT.
    • (2006) Evolution 101
    • Moore, J.1    Moore, R.2
  • 38
    • 79957494017 scopus 로고    scopus 로고
    • qtl.outbred: interfacing outbred line cross data with the R/qtl mapping software
    • Nelson, R. M., X. Shen, and Ö. Carlborg, 2011 qtl.outbred: interfacing outbred line cross data with the R/qtl mapping software. BMC Res. Notes 4: 154.
    • (2011) BMC Res. Notes , vol.4 , pp. 154
    • Nelson, R.M.1    Shen, X.2    Carlborg, Ö.3
  • 39
    • 0034759327 scopus 로고    scopus 로고
    • Consequences of recombination rate variation on quantitative trait locus mapping studies: simulations based on the Drosophila melanogaster genome
    • Noor, M. A. F., A. L. Cunningham, and J. C. Larkin, 2001 Consequences of recombination rate variation on quantitative trait locus mapping studies: simulations based on the Drosophila melanogaster genome. Genetics 159: 581-588.
    • (2001) Genetics , vol.159 , pp. 581-588
    • Noor, M.A.F.1    Cunningham, A.L.2    Larkin, J.C.3
  • 40
    • 13144257707 scopus 로고    scopus 로고
    • The genetic theory of adaptation: a brief history
    • Orr, H. A., 2005 The genetic theory of adaptation: a brief history. Nat. Rev. Genet. 6: 119-127.
    • (2005) Nat. Rev. Genet. , vol.6 , pp. 119-127
    • Orr, H.A.1
  • 41
    • 0027095368 scopus 로고
    • The genetics of adaptation: a reassessment
    • Orr, H. A., and J. A. Coyne, 1992 The genetics of adaptation: a reassessment. Am. Nat. 140: 725.
    • (1992) Am. Nat. , vol.140 , pp. 725
    • Orr, H.A.1    Coyne, J.A.2
  • 42
    • 77951954014 scopus 로고    scopus 로고
    • Amplified fragment length homoplasy: in silico analysis for model and non-model species
    • Paris, M., B. Bonnes, G. F. Ficetola, B. N. Poncet, and L. Després, 2010 Amplified fragment length homoplasy: in silico analysis for model and non-model species. BMC Genomics 11: 287.
    • (2010) BMC Genomics , vol.11 , pp. 287
    • Paris, M.1    Bonnes, B.2    Ficetola, G.F.3    Poncet, B.N.4    Després, L.5
  • 45
    • 0343705417 scopus 로고
    • New reports of cyanolipids from sapindaceous plants
    • Seigler, D. S., and W. Kawahara, 1976 New reports of cyanolipids from sapindaceous plants. Biochem. Syst. Ecol. 4: 263-265.
    • (1976) Biochem. Syst. Ecol. , vol.4 , pp. 263-265
    • Seigler, D.S.1    Kawahara, W.2
  • 46
    • 84857593655 scopus 로고    scopus 로고
    • Invasive species as drivers of evolutionary change: cane toads in tropical Australia
    • Shine, R., 2012 Invasive species as drivers of evolutionary change: cane toads in tropical Australia. Evol. Appl. 5: 107-116.
    • (2012) Evol. Appl. , vol.5 , pp. 107-116
    • Shine, R.1
  • 47
    • 59849107271 scopus 로고    scopus 로고
    • Is genetic evolution predictable?
    • Stern, D. L., and V. Orgogozo, 2009 Is genetic evolution predictable? Science 323: 746-751.
    • (2009) Science , vol.323 , pp. 746-751
    • Stern, D.L.1    Orgogozo, V.2
  • 48
    • 33644944534 scopus 로고    scopus 로고
    • Evolutionary responses of natives to introduced species: what do introductions tell us about natural communities?
    • Strauss, S. Y., J. A. Lau, and S. P. Carroll, 2006 Evolutionary responses of natives to introduced species: what do introductions tell us about natural communities? Ecol. Lett. 9: 357-374.
    • (2006) Ecol. Lett. , vol.9 , pp. 357-374
    • Strauss, S.Y.1    Lau, J.A.2    Carroll, S.P.3
  • 49
    • 37349101733 scopus 로고    scopus 로고
    • The evolutionary consequences of biological invasions
    • Suarez, A. V., and N. D. Tsutsui, 2008 The evolutionary consequences of biological invasions. Mol. Ecol. 17: 351-360.
    • (2008) Mol. Ecol. , vol.17 , pp. 351-360
    • Suarez, A.V.1    Tsutsui, N.D.2
  • 50
    • 33845637283 scopus 로고    scopus 로고
    • Getting the most out of fluorescent amplified fragment length polymorphism
    • Trybush, S., S. Hanley, K.-H. Cho, Š. Jahodová, M. Grimmer et al., 2006 Getting the most out of fluorescent amplified fragment length polymorphism. Can. J. Bot. 84: 1347-1354.
    • (2006) Can. J. Bot. , vol.84 , pp. 1347-1354
    • Trybush, S.1    Hanley, S.2    Cho, K.-H.3    Jahodová, Š.4    Grimmer, M.5
  • 53
    • 84930480118 scopus 로고    scopus 로고
    • Quantitative trait loci associated with body weight and abdominal fat traits on chicken chromosomes 3, 5 and 7
    • Wang, S. Z., X. X. Hu, Z. P. Wang, X. C. Li, Q. G. Wang et al., 2012 Quantitative trait loci associated with body weight and abdominal fat traits on chicken chromosomes 3, 5 and 7. Genet. Mol. Res. GMR 11: 956-965.
    • (2012) Genet. Mol. Res. GMR , vol.11 , pp. 956-965
    • Wang, S.Z.1    Hu, X.X.2    Wang, Z.P.3    Li, X.C.4    Wang, Q.G.5
  • 54
    • 77950075619 scopus 로고    scopus 로고
    • Controlling false positives in the mapping of epistatic QTL
    • Wei, W.-H., S. Knott, C. S. Haley, and D.-J. de Koning, 2010 Controlling false positives in the mapping of epistatic QTL. Heredity 104: 401-409.
    • (2010) Heredity , vol.104 , pp. 401-409
    • Wei, W.-H.1    Knott, S.2    Haley, C.S.3    de Koning, D.-J.4
  • 55
    • 33846105286 scopus 로고    scopus 로고
    • Resolving the genetic basis of invasiveness and predicting invasions
    • Weinig, C., M. T. Brock, J. A. Dechaine, and S. M. Welch, 2007 Resolving the genetic basis of invasiveness and predicting invasions. Genetica 129: 205-216.
    • (2007) Genetica , vol.129 , pp. 205-216
    • Weinig, C.1    Brock, M.T.2    Dechaine, J.A.3    Welch, S.M.4
  • 56
    • 0037297614 scopus 로고    scopus 로고
    • Estimating polygenic effects using markers of the entire genome
    • Xu, S., 2003 Estimating polygenic effects using markers of the entire genome. Genetics 163: 789-801.
    • (2003) Genetics , vol.163 , pp. 789-801
    • Xu, S.1


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