메뉴 건너뛰기




Volumn 3, Issue 7, 2013, Pages 1942-1950

Selection on the Drosophila seminal fluid protein Acp62F

Author keywords

Experimental evolution; Natural selection; Protease inhibitor; Sexual selection; Sperm competition

Indexed keywords


EID: 84886287371     PISSN: None     EISSN: 20457758     Source Type: Journal    
DOI: 10.1002/ece3.605     Document Type: Article
Times cited : (6)

References (55)
  • 1
    • 61549102439 scopus 로고    scopus 로고
    • Orthology, function and evolution of accessory gland proteins in the Drosophila repleta group
    • Almeida, F. C., and R. Desalle 2009. Orthology, function and evolution of accessory gland proteins in the Drosophila repleta group. Genetics 181:235-245.
    • (2009) Genetics , vol.181 , pp. 235-245
    • Almeida, F.C.1    Desalle, R.2
  • 2
    • 84863500887 scopus 로고    scopus 로고
    • Sexual selection is ineffectual or inhibits the purging of deleterious mutations in Drosophila melanogaster
    • Arbuthnott, D., and H. D. Rundle 2012. Sexual selection is ineffectual or inhibits the purging of deleterious mutations in Drosophila melanogaster. Evolution 66:2127-2137.
    • (2012) Evolution , vol.66 , pp. 2127-2137
    • Arbuthnott, D.1    Rundle, H.D.2
  • 3
    • 48349119019 scopus 로고    scopus 로고
    • The soup in my fly: evolution, form and function of seminal fluid proteins
    • Chapman, T. 2008. The soup in my fly: evolution, form and function of seminal fluid proteins. PLoS Biol. 6:e179.
    • (2008) PLoS Biol. , vol.6
    • Chapman, T.1
  • 4
    • 0000688529 scopus 로고    scopus 로고
    • The role of male accessory gland protein Acp36DE in sperm competition in Drosophila melanogaster
    • Chapman, T., D. M. Neubaum, M. F. Wolfner, and L. Partridge 2000. The role of male accessory gland protein Acp36DE in sperm competition in Drosophila melanogaster. Proc. Biol. Sci. 267:1097-1105.
    • (2000) Proc. Biol. Sci. , vol.267 , pp. 1097-1105
    • Chapman, T.1    Neubaum, D.M.2    Wolfner, M.F.3    Partridge, L.4
  • 5
    • 0041386045 scopus 로고    scopus 로고
    • The sex peptide of Drosophila melanogaster: female post-mating responses analyzed by using RNA interference
    • Chapman, T., J. Bangham, G. Vinti, B. Seifried, O. Lung, M. F. Wolfner, et al. 2003. The sex peptide of Drosophila melanogaster: female post-mating responses analyzed by using RNA interference. Proc. Natl Acad. Sci. USA 100:9923-9928.
    • (2003) Proc. Natl Acad. Sci. USA , vol.100 , pp. 9923-9928
    • Chapman, T.1    Bangham, J.2    Vinti, G.3    Seifried, B.4    Lung, O.5    Wolfner, M.F.6
  • 6
    • 1642457281 scopus 로고    scopus 로고
    • Shall we dance or shall we fight? Using DNA sequence data to untangle controversies surrounding sexual selection
    • Civetta, A. 2003. Shall we dance or shall we fight? Using DNA sequence data to untangle controversies surrounding sexual selection. Genome 46:925-929.
    • (2003) Genome , vol.46 , pp. 925-929
    • Civetta, A.1
  • 7
    • 0029562298 scopus 로고
    • High divergence of reproductive tract proteins and their association with postzygotic reproductive isolation in Drosophila melanogaster and Drosophila virilis group species
    • Civetta, A., and R. Singh 1995. High divergence of reproductive tract proteins and their association with postzygotic reproductive isolation in Drosophila melanogaster and Drosophila virilis group species. J. Mol. Evol. 41:1085-1095.
    • (1995) J. Mol. Evol. , vol.41 , pp. 1085-1095
    • Civetta, A.1    Singh, R.2
  • 8
    • 11144299105 scopus 로고    scopus 로고
    • Quantitative trait loci and interaction effects responsible for variation in female postmating mortality in Drosophila simulans and D. sechellia introgression lines
    • Civetta, A., K. L. Montooth, and M. Mendelson 2005. Quantitative trait loci and interaction effects responsible for variation in female postmating mortality in Drosophila simulans and D. sechellia introgression lines. Heredity 94:94-100.
    • (2005) Heredity , vol.94 , pp. 94-100
    • Civetta, A.1    Montooth, K.L.2    Mendelson, M.3
  • 9
    • 32544445408 scopus 로고    scopus 로고
    • Evolution of reproductive proteins from animals and plants
    • (Cambridge, England)
    • Clark, N. L., J. E. Aagaard, and W. J. Swanson 2006. Evolution of reproductive proteins from animals and plants. Reproduction (Cambridge, England) 131:11-22.
    • (2006) Reproduction , vol.131 , pp. 11-22
    • Clark, N.L.1    Aagaard, J.E.2    Swanson, W.J.3
  • 11
    • 13244255415 scopus 로고    scopus 로고
    • MUSCLE: a multiple sequence alignment method with reduced time and space complexity
    • Edgar, R. C. 2004. MUSCLE: a multiple sequence alignment method with reduced time and space complexity. BMC Bioinformatics 5:113.
    • (2004) BMC Bioinformatics , vol.5 , pp. 113
    • Edgar, R.C.1
  • 12
    • 48349140939 scopus 로고    scopus 로고
    • Proteomics reveals novel Drosophila seminal fluid proteins transferred at mating
    • Findlay, G. D., X. Yi, M. J. Maccoss, and W. J. Swanson 2008. Proteomics reveals novel Drosophila seminal fluid proteins transferred at mating. PLoS Biol. 6:e178.
    • (2008) PLoS Biol. , vol.6
    • Findlay, G.D.1    Yi, X.2    Maccoss, M.J.3    Swanson, W.J.4
  • 13
    • 77957575141 scopus 로고    scopus 로고
    • Sexual selection and the molecular evolution of ADAM proteins
    • Finn, S., and A. Civetta 2010. Sexual selection and the molecular evolution of ADAM proteins. J. Mol. Evol. 71:231-240.
    • (2010) J. Mol. Evol. , vol.71 , pp. 231-240
    • Finn, S.1    Civetta, A.2
  • 16
    • 37249039910 scopus 로고    scopus 로고
    • Evolution in the fast lane: rapidly evolving sex-related genes in Drosophila
    • Haerty, W., S. Jagadeeshan, R. J. Kulathinal, A. Wong, K. Ravi Ram, L. K. Sirot, et al. 2007. Evolution in the fast lane: rapidly evolving sex-related genes in Drosophila. Genetics 177:1321-1335.
    • (2007) Genetics , vol.177 , pp. 1321-1335
    • Haerty, W.1    Jagadeeshan, S.2    Kulathinal, R.J.3    Wong, A.4    Ravi Ram, K.5    Sirot, L.K.6
  • 17
    • 58849103470 scopus 로고    scopus 로고
    • Sexual selection accelerates the elimination of a deleterious mutant in Drosophila melanogaster
    • Hollis, B., J. L. Fierst, and D. Houle 2009. Sexual selection accelerates the elimination of a deleterious mutant in Drosophila melanogaster. Evolution 63:324-333.
    • (2009) Evolution , vol.63 , pp. 324-333
    • Hollis, B.1    Fierst, J.L.2    Houle, D.3
  • 18
    • 4143074629 scopus 로고    scopus 로고
    • Molecular evolution and population genetics of duplicated accessory gland protein genes in Drosophila
    • Holloway, A. K., and D. J. Begun 2004. Molecular evolution and population genetics of duplicated accessory gland protein genes in Drosophila. Mol. Biol. Evol. 21:1625-1628.
    • (2004) Mol. Biol. Evol. , vol.21 , pp. 1625-1628
    • Holloway, A.K.1    Begun, D.J.2
  • 19
    • 0033799763 scopus 로고    scopus 로고
    • How males can gain by harming their mates: sexual conflict, seminal toxins, and the cost of mating
    • Johnstone, R. A., and L. Keller 2000. How males can gain by harming their mates: sexual conflict, seminal toxins, and the cost of mating. Am. Nat. 156:368-377.
    • (2000) Am. Nat. , vol.156 , pp. 368-377
    • Johnstone, R.A.1    Keller, L.2
  • 20
    • 34548441286 scopus 로고    scopus 로고
    • Gene duplication and adaptive evolution of digestive proteases in Drosophila arizonae female reproductive tracts
    • Kelleher, E. S., W. J. Swanson, and T. a. Markow. 2007. Gene duplication and adaptive evolution of digestive proteases in Drosophila arizonae female reproductive tracts. PLoS Genet. 3:e148.
    • (2007) PLoS Genet. , vol.3
    • Kelleher, E.S.1    Swanson, W.J.2    Markow, T.A.3
  • 21
    • 67349090572 scopus 로고    scopus 로고
    • Proteomic analysis of Drosophila mojavensis male accessory glands suggests novel classes of seminal fluid proteins
    • Kelleher, E. S., T. D. Watts, B. A. LaFlamme, P. A. Haynes, and T. A. Markow 2009. Proteomic analysis of Drosophila mojavensis male accessory glands suggests novel classes of seminal fluid proteins. Insect Biochem. Mol. Biol. 39:366-371.
    • (2009) Insect Biochem. Mol. Biol. , vol.39 , pp. 366-371
    • Kelleher, E.S.1    Watts, T.D.2    LaFlamme, B.A.3    Haynes, P.A.4    Markow, T.A.5
  • 22
    • 77956760723 scopus 로고
    • Why do females mate with multiple males - The sexually selected sperm hypothesis
    • Keller, L., and H. K. Reeve 1995. Why do females mate with multiple males - The sexually selected sperm hypothesis. Adv. Study Behav. 24:291-315.
    • (1995) Adv. Study Behav. , vol.24 , pp. 291-315
    • Keller, L.1    Reeve, H.K.2
  • 23
    • 17744396121 scopus 로고    scopus 로고
    • Not so different after all: a comparison of methods for detecting amino acid sites under selection
    • Kosakovsky Pond, S. L., and S. D. Frost 2005. Not so different after all: a comparison of methods for detecting amino acid sites under selection. Mol. Biol. Evol. 22:1208-1222.
    • (2005) Mol. Biol. Evol. , vol.22 , pp. 1208-1222
    • Kosakovsky Pond, S.L.1    Frost, S.D.2
  • 24
    • 84873748067 scopus 로고    scopus 로고
    • Identification and function of proteolysis regulators in seminal fluid
    • Laflamme, B. A., and M. F. Wolfner 2012. Identification and function of proteolysis regulators in seminal fluid. Mol. Reprod. Dev. 80:80-101.
    • (2012) Mol. Reprod. Dev. , vol.80 , pp. 80-101
    • Laflamme, B.A.1    Wolfner, M.F.2
  • 25
    • 84857496919 scopus 로고    scopus 로고
    • The Drosophila melanogaster seminal fluid protease "seminase" regulates proteolytic and post-mating reproductive processes
    • LaFlamme, B., K. Ravi Ram, and M. Wolfner 2012. The Drosophila melanogaster seminal fluid protease "seminase" regulates proteolytic and post-mating reproductive processes. PLoS Genet. 8:e1002435.
    • (2012) PLoS Genet. , vol.8
    • LaFlamme, B.1    Ravi Ram, K.2    Wolfner, M.3
  • 26
    • 0041886884 scopus 로고    scopus 로고
    • Sex-peptide is the molecular basis of the sperm effect in Drosophila melanogaster
    • Liu, H., and E. Kubli 2003. Sex-peptide is the molecular basis of the sperm effect in Drosophila melanogaster. Proc. Natl Acad. Sci. USA 100:9929-9933.
    • (2003) Proc. Natl Acad. Sci. USA , vol.100 , pp. 9929-9933
    • Liu, H.1    Kubli, E.2
  • 27
    • 0036165516 scopus 로고    scopus 로고
    • The Drosophila melanogaster seminal fluid protein Acp62F is a protease inhibitor that is toxic upon ectopic expression
    • Lung, O., U. Tram, C. M. Finnerty, and M. a. Eipper-Mains, J. M. Kalb, and M. F. Wolfner. 2002. The Drosophila melanogaster seminal fluid protein Acp62F is a protease inhibitor that is toxic upon ectopic expression. Genetics 160:211-224.
    • (2002) Genetics , vol.160 , pp. 211-224
    • Lung, O.1    Tram, U.2    Finnerty, C.M.3    Eipper-Mains, M.A.4    Kalb, J.M.5    Wolfner, M.F.6
  • 28
    • 4344650102 scopus 로고    scopus 로고
    • Comparative structural modeling and inference of conserved protein classes in Drosophila seminal fluid
    • Mueller, J. L., D. R. Ripoll, C. F. Aquadro, and M. F. Wolfner 2004. Comparative structural modeling and inference of conserved protein classes in Drosophila seminal fluid. Proc. Natl Acad. Sci. USA 101:13542-13547.
    • (2004) Proc. Natl Acad. Sci. USA , vol.101 , pp. 13542-13547
    • Mueller, J.L.1    Ripoll, D.R.2    Aquadro, C.F.3    Wolfner, M.F.4
  • 30
    • 34247891655 scopus 로고    scopus 로고
    • An ectopic expression screen reveals the protective and toxic effects of Drosophila seminal fluid proteins
    • Mueller, J. L., J. L. Page, and M. F. Wolfner 2007. An ectopic expression screen reveals the protective and toxic effects of Drosophila seminal fluid proteins. Genetics 175:777-783.
    • (2007) Genetics , vol.175 , pp. 777-783
    • Mueller, J.L.1    Page, J.L.2    Wolfner, M.F.3
  • 31
    • 45149107037 scopus 로고    scopus 로고
    • Targeted gene deletion and phenotypic analysis of the Drosophila melanogaster seminal fluid protease inhibitor Acp62F
    • Mueller, J. L., J. R. Linklater, K. Ravi Ram, T. Chapman, and M. F. Wolfner 2008. Targeted gene deletion and phenotypic analysis of the Drosophila melanogaster seminal fluid protease inhibitor Acp62F. Genetics 178:1605-1614.
    • (2008) Genetics , vol.178 , pp. 1605-1614
    • Mueller, J.L.1    Linklater, J.R.2    Ravi Ram, K.3    Chapman, T.4    Wolfner, M.F.5
  • 32
    • 0032843836 scopus 로고    scopus 로고
    • Mated Drosophila melanogaster females require a seminal fluid protein, Acp36DE, to store sperm efficiently
    • Neubaum, D. M., and M. F. Wolfner 1999. Mated Drosophila melanogaster females require a seminal fluid protein, Acp36DE, to store sperm efficiently. Genetics 153:845-857.
    • (1999) Genetics , vol.153 , pp. 845-857
    • Neubaum, D.M.1    Wolfner, M.F.2
  • 33
    • 0034623005 scopus 로고    scopus 로고
    • T-Coffee: a novel method for fast and accurate multiple sequence alignment
    • Notredame, C., D. G. Higgins, and J. Heringa 2000. T-Coffee: a novel method for fast and accurate multiple sequence alignment. J. Mol. Biol. 302:205-217.
    • (2000) J. Mol. Biol. , vol.302 , pp. 205-217
    • Notredame, C.1    Higgins, D.G.2    Heringa, J.3
  • 34
    • 17744395033 scopus 로고    scopus 로고
    • Datamonkey: rapid detection of selective pressure on individual sites of codon alignments
    • Pond, S. L., and S. D. Frost 2005. Datamonkey: rapid detection of selective pressure on individual sites of codon alignments. Bioinformatics 21:2531-2533.
    • (2005) Bioinformatics , vol.21 , pp. 2531-2533
    • Pond, S.L.1    Frost, S.D.2
  • 35
    • 84857231832 scopus 로고    scopus 로고
    • Sexual size dimorphism predicts rates of sequence evolution of SPerm Adhesion Molecule 1 (SPAM1, also PH-20) in monkeys, but not in hominoids (apes including humans)
    • Prothmann, A., I. Laube, J. Dietz, C. Roos, K. Mengel, H. Zischler, et al. 2012. Sexual size dimorphism predicts rates of sequence evolution of SPerm Adhesion Molecule 1 (SPAM1, also PH-20) in monkeys, but not in hominoids (apes including humans). Mol. Phylogenet. Evol. 63:52-63.
    • (2012) Mol. Phylogenet. Evol. , vol.63 , pp. 52-63
    • Prothmann, A.1    Laube, I.2    Dietz, J.3    Roos, C.4    Mengel, K.5    Zischler, H.6
  • 36
    • 37749026702 scopus 로고    scopus 로고
    • Sustained post-mating response in Drosophila melanogaster requires multiple seminal fluid proteins
    • Ram, K. R., and M. F. Wolfner 2007. Sustained post-mating response in Drosophila melanogaster requires multiple seminal fluid proteins. PLoS Genet. 3:e238.
    • (2007) PLoS Genet. , vol.3
    • Ram, K.R.1    Wolfner, M.F.2
  • 37
    • 70349323630 scopus 로고    scopus 로고
    • A network of interactions among seminal proteins underlies the long-term postmating response in Drosophila
    • Ram, K. R., and M. F. Wolfner 2009. A network of interactions among seminal proteins underlies the long-term postmating response in Drosophila. Proc. Natl Acad. Sci. USA 106:15384-15389.
    • (2009) Proc. Natl Acad. Sci. USA , vol.106 , pp. 15384-15389
    • Ram, K.R.1    Wolfner, M.F.2
  • 38
    • 38349134018 scopus 로고    scopus 로고
    • Sexual selection and the adaptive evolution of mammalian ejaculate proteins
    • Ramm, S. A., P. L. Oliver, C. P. Ponting, P. Stockley, and R. D. Emes 2008. Sexual selection and the adaptive evolution of mammalian ejaculate proteins. Mol. Biol. Evol. 25:207-219.
    • (2008) Mol. Biol. Evol. , vol.25 , pp. 207-219
    • Ramm, S.A.1    Oliver, P.L.2    Ponting, C.P.3    Stockley, P.4    Emes, R.D.5
  • 39
    • 0034674713 scopus 로고    scopus 로고
    • Gene targeting by homologous recombination in Drosophila
    • (New York, N.Y.)
    • Rong, Y. S., and K. G. Golic 2000. Gene targeting by homologous recombination in Drosophila. Science (New York, N.Y.) 288:2013-2018.
    • (2000) Science , vol.288 , pp. 2013-2018
    • Rong, Y.S.1    Golic, K.G.2
  • 40
    • 33845541433 scopus 로고    scopus 로고
    • The roles of natural and sexual selection during adaptation to a novel environment
    • Rundle, H. D., S. F. Chenoweth, and M. W. Blows 2006. The roles of natural and sexual selection during adaptation to a novel environment. Evolution 60:2218-2225.
    • (2006) Evolution , vol.60 , pp. 2218-2225
    • Rundle, H.D.1    Chenoweth, S.F.2    Blows, M.W.3
  • 41
    • 30344449191 scopus 로고    scopus 로고
    • The evolution of polyandry: sperm Competition, Sperm Selection, and Offspring Viability
    • Simmons, L. W. 2005. The evolution of polyandry: sperm Competition, Sperm Selection, and Offspring Viability. Annu. Rev. Ecol. Evol. Syst. 36:125-146.
    • (2005) Annu. Rev. Ecol. Evol. Syst. , vol.36 , pp. 125-146
    • Simmons, L.W.1
  • 45
    • 16344381712 scopus 로고    scopus 로고
    • Comparative genomics of accessory gland protein genes in Drosophila melanogaster and D. pseudoobscura
    • Wagstaff, B. J., and D. J. Begun 2005a. Comparative genomics of accessory gland protein genes in Drosophila melanogaster and D. pseudoobscura. Mol. Biol. Evol. 22:818-832.
    • (2005) Mol. Biol. Evol. , vol.22 , pp. 818-832
    • Wagstaff, B.J.1    Begun, D.J.2
  • 46
    • 32544459697 scopus 로고    scopus 로고
    • Molecular population genetics of accessory gland protein genes and testis-expressed genes in Drosophila mojavensis and D. arizonae
    • Wagstaff, B. J., and D. J. Begun 2005b. Molecular population genetics of accessory gland protein genes and testis-expressed genes in Drosophila mojavensis and D. arizonae. Genetics 171:1083-1101.
    • (2005) Genetics , vol.171 , pp. 1083-1101
    • Wagstaff, B.J.1    Begun, D.J.2
  • 47
    • 35548985265 scopus 로고    scopus 로고
    • Adaptive evolution of recently duplicated accessory gland protein genes in desert Drosophila
    • Wagstaff, B. J., and D. J. Begun 2007. Adaptive evolution of recently duplicated accessory gland protein genes in desert Drosophila. Genetics 177:1023-1030.
    • (2007) Genetics , vol.177 , pp. 1023-1030
    • Wagstaff, B.J.1    Begun, D.J.2
  • 48
    • 60849099029 scopus 로고    scopus 로고
    • Purging the genome with sexual selection: reducing mutation load through selection on males
    • Whitlock, M. C., and A. F. Agrawal 2009. Purging the genome with sexual selection: reducing mutation load through selection on males. Evolution 63:569-582.
    • (2009) Evolution , vol.63 , pp. 569-582
    • Whitlock, M.C.1    Agrawal, A.F.2
  • 49
    • 13944262511 scopus 로고    scopus 로고
    • Sex peptide causes mating costs in female Drosophila melanogaster
    • Wigby, S., and T. Chapman 2005. Sex peptide causes mating costs in female Drosophila melanogaster. Curr. Biol. 15:316-321.
    • (2005) Curr. Biol. , vol.15 , pp. 316-321
    • Wigby, S.1    Chapman, T.2
  • 50
    • 84857632145 scopus 로고    scopus 로고
    • The molecular evolution of animal reproductive tract proteins: what have we learned from mating-system comparisons?
    • Wong, A. 2011. The molecular evolution of animal reproductive tract proteins: what have we learned from mating-system comparisons? Int. J. Evol. Biol. 2011:1-9.
    • (2011) Int. J. Evol. Biol. , vol.2011 , pp. 1-9
    • Wong, A.1
  • 51
    • 84886288214 scopus 로고    scopus 로고
    • Evolution of Drosophila seminal proteins and their networks
    • R. S. Singh, J. Xu and R. J. Kulathinal, eds. Oxford University Press, Oxford
    • Wong, A., and M. F. Wolfner 2012. Evolution of Drosophila seminal proteins and their networks. Pp. 144-152 in R. S. Singh, J. Xu and R. J. Kulathinal, eds. Rapidly evolving genes and genetics systems. Oxford University Press, Oxford.
    • (2012) Rapidly evolving genes and genetics systems , pp. 144-152
    • Wong, A.1    Wolfner, M.F.2
  • 52
    • 58149337588 scopus 로고    scopus 로고
    • A role for Acp29AB, a predicted seminal fluid lectin, in female sperm storage in Drosophila melanogaster
    • Wong, A., S. N. Albright, J. D. Giebel, K. R. Ram, S. Ji, A. C. Fiumera, et al. 2008. A role for Acp29AB, a predicted seminal fluid lectin, in female sperm storage in Drosophila melanogaster. Genetics 180:921-931.
    • (2008) Genetics , vol.180 , pp. 921-931
    • Wong, A.1    Albright, S.N.2    Giebel, J.D.3    Ram, K.R.4    Ji, S.5    Fiumera, A.C.6
  • 53
    • 84862839852 scopus 로고    scopus 로고
    • Temporally variable selection on proteolysis-related reproductive tract proteins in Drosophila
    • Wong, A., M. Turchin, M. F. Wolfner, and C. F. Aquadro 2012. Temporally variable selection on proteolysis-related reproductive tract proteins in Drosophila. Mol. Biol. Evol. 29:229-238.
    • (2012) Mol. Biol. Evol. , vol.29 , pp. 229-238
    • Wong, A.1    Turchin, M.2    Wolfner, M.F.3    Aquadro, C.F.4
  • 54
    • 34547803197 scopus 로고    scopus 로고
    • PAML 4: phylogenetic analysis by maximum likelihood
    • Yang, Z. 2007. PAML 4: phylogenetic analysis by maximum likelihood. Mol. Biol. Evol. 24:1586-1591.
    • (2007) Mol. Biol. Evol. , vol.24 , pp. 1586-1591
    • Yang, Z.1
  • 55
    • 0034097381 scopus 로고    scopus 로고
    • Codon-substitution models for heterogeneous selection pressure at amino acid sites
    • Yang, Z., R. Nielsen, N. Goldman, and A. M. Pedersen 2000. Codon-substitution models for heterogeneous selection pressure at amino acid sites. Genetics 155:431-449.
    • (2000) Genetics , vol.155 , pp. 431-449
    • Yang, Z.1    Nielsen, R.2    Goldman, N.3    Pedersen, A.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.