메뉴 건너뛰기




Volumn 53, Issue 11, 2014, Pages 1005-1018

First Dose in Neonates: Are Juvenile Mice, Adults and In Vitro–In Silico Data Predictive of Neonatal Pharmacokinetics of Fluconazole

(12)  Zhao, Wei a,b,c,d   Le Guellec, Chantal e   Benjamin, Daniel K f,g   Hope, William W h   Bourgeois, Thomas b   Watt, Kevin M f,g   van den Anker, Johannes N i,j,k,l   Matrot, Boris b   Saxen, Harri m   Hoppu, Kalle m   Manzoni, Paolo n   Jacqz Aigrain, Evelyne b,c,d  

c INSERM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

FLUCONAZOLE;

EID: 84943015096     PISSN: 03125963     EISSN: 11791926     Source Type: Journal    
DOI: 10.1007/s40262-014-0169-7     Document Type: Article
Times cited : (16)

References (49)
  • 1
    • 84862761437 scopus 로고    scopus 로고
    • Biopharmaceutic planning in pediatric drug development
    • PID: 22562590, COI: 1:CAS:528:DC%2BC38XptFWit74%3
    • Purohit VS. Biopharmaceutic planning in pediatric drug development. AAPS J. 2012;14(3):519–22.
    • (2012) AAPS J. , vol.14 , Issue.3 , pp. 519-522
    • Purohit, V.S.1
  • 2
    • 84861483762 scopus 로고    scopus 로고
    • First dose in children: physiological insights into pharmacokinetic scaling approaches and their implications in paediatric drug development
    • PID: 22311388, COI: 1:CAS:528:DC%2BC38XktlaktLo%3
    • Strougo A, Eissing T, Yassen A, Willmann S, Danhof M, Freijer J. First dose in children: physiological insights into pharmacokinetic scaling approaches and their implications in paediatric drug development. J Pharmacokinet Pharmacodyn. 2012;39(2):195–203.
    • (2012) J Pharmacokinet Pharmacodyn. , vol.39 , Issue.2 , pp. 195-203
    • Strougo, A.1    Eissing, T.2    Yassen, A.3    Willmann, S.4    Danhof, M.5    Freijer, J.6
  • 4
    • 0141857724 scopus 로고    scopus 로고
    • Developmental pharmacology—drug disposition, action, and therapy in infants and children
    • PID: 13679531, COI: 1:CAS:528:DC%2BD3sXnsV2jtbo%3
    • Kearns GL, Abdel-Rahman SM, Alander SW, Blowey DL, Leeder JS, Kauffman RE. Developmental pharmacology—drug disposition, action, and therapy in infants and children. N Engl J Med. 2003;349(12):1157–67.
    • (2003) N Engl J Med , vol.349 , Issue.12 , pp. 1157-1167
    • Kearns, G.L.1    Abdel-Rahman, S.M.2    Alander, S.W.3    Blowey, D.L.4    Leeder, J.S.5    Kauffman, R.E.6
  • 5
    • 20644445856 scopus 로고    scopus 로고
    • Modelling approaches to dose estimation in children
    • PID: 15948929, COI: 1:CAS:528:DC%2BD2MXmtFKnsr8%3
    • Johnson TN. Modelling approaches to dose estimation in children. Br J Clin Pharmacol. 2005;59(6):663–9.
    • (2005) Br J Clin Pharmacol. , vol.59 , Issue.6 , pp. 663-669
    • Johnson, T.N.1
  • 6
    • 77149131529 scopus 로고    scopus 로고
    • A model-based approach to dose selection in early pediatric development
    • PID: 20107435, COI: 1:STN:280:DC%2BC3c7htV2nug%3D%3
    • Cella M, Gorter de Vries F, Burger D, Danhof M, Della Pasqua O. A model-based approach to dose selection in early pediatric development. Clin Pharmacol Ther. 2010;87(3):294–302.
    • (2010) Clin Pharmacol Ther. , vol.87 , Issue.3 , pp. 294-302
    • Cella, M.1    Gorter de Vries, F.2    Burger, D.3    Danhof, M.4    Della Pasqua, O.5
  • 7
    • 34250364934 scopus 로고    scopus 로고
    • A multicenter, randomized trial of prophylactic fluconazole in preterm neonates
    • PID: 17568029, COI: 1:CAS:528:DC%2BD2sXms1Sis7o%3
    • Manzoni P, Stolfi I, Pugni L, Decembrino L, Magnani C, Vetrano G, et al. A multicenter, randomized trial of prophylactic fluconazole in preterm neonates. N Engl J Med. 2007;356(24):2483–95.
    • (2007) N Engl J Med. , vol.356 , Issue.24 , pp. 2483-2495
    • Manzoni, P.1    Stolfi, I.2    Pugni, L.3    Decembrino, L.4    Magnani, C.5    Vetrano, G.6
  • 8
    • 0035818880 scopus 로고    scopus 로고
    • Fluconazole prophylaxis against fungal colonization and infection in preterm infants
    • PID: 11759644, COI: 1:CAS:528:DC%2BD3MXovFKjtL4%3
    • Kaufman D, Boyle R, Hazen KC, Patrie JT, Robinson M, Donowitz LG. Fluconazole prophylaxis against fungal colonization and infection in preterm infants. N Engl J Med. 2001;345(23):1660–6.
    • (2001) N Engl J Med. , vol.345 , Issue.23 , pp. 1660-1666
    • Kaufman, D.1    Boyle, R.2    Hazen, K.C.3    Patrie, J.T.4    Robinson, M.5    Donowitz, L.G.6
  • 13
    • 79951812665 scopus 로고    scopus 로고
    • Pharmacokinetics of antifungal agents in children
    • PID: 21277714, COI: 1:CAS:528:DC%2BC3MXisFGqu7g%3
    • Watt K, Benjamin DK Jr., Cohen-Wolkowiez M. Pharmacokinetics of antifungal agents in children. Early Hum Dev. 2011;87(Suppl 1):S61–5.
    • (2011) Early Hum Dev. , vol.87 , pp. S61-S65
    • Watt, K.1    Benjamin, D.K.2    Cohen-Wolkowiez, M.3
  • 14
    • 51649100331 scopus 로고    scopus 로고
    • Development of a sufficient design for estimation of fluconazole pharmacokinetics in people with HIV infection
    • PID: 18699833, COI: 1:CAS:528:DC%2BD1cXhtlSgur%2F
    • Roos JF, Kirkpatrick CM, Tett SE, McLachlan AJ, Duffull SB. Development of a sufficient design for estimation of fluconazole pharmacokinetics in people with HIV infection. Br J Clin Pharmacol. 2008;66(4):455–66.
    • (2008) Br J Clin Pharmacol. , vol.66 , Issue.4 , pp. 455-466
    • Roos, J.F.1    Kirkpatrick, C.M.2    Tett, S.E.3    McLachlan, A.J.4    Duffull, S.B.5
  • 15
    • 84943014859 scopus 로고    scopus 로고
    • Omega Laboratories
    • Fluconazole product monograph. Omega Laboratories, Montreal (last revised 13 Mar 2007).
    • (2007) Montreal (last revised , pp. 13
  • 17
    • 0027396056 scopus 로고
    • Clinical pharmacokinetics of fluconazole
    • PID: 8448970, COI: 1:CAS:528:DyaK3sXit1Cksbg%3
    • Debruyne D, Ryckelynck JP. Clinical pharmacokinetics of fluconazole. Clin Pharmacokinet. 1993;24(1):10–27.
    • (1993) Clin Pharmacokinet. , vol.24 , Issue.1 , pp. 10-27
    • Debruyne, D.1    Ryckelynck, J.P.2
  • 18
    • 0028228706 scopus 로고
    • The pharmacokinetics of fluconazole after a single intravenous dose in AIDS patients
    • PID: 7946940, COI: 1:STN:280:DyaK2M%2Fjtlyruw%3D%3
    • Yeates RA, Ruhnke M, Pfaff G, Hartmann A, Trautmann M, Sarnow E. The pharmacokinetics of fluconazole after a single intravenous dose in AIDS patients. Br J Clin Pharmacol. 1994;38(1):77–9.
    • (1994) Br J Clin Pharmacol. , vol.38 , Issue.1 , pp. 77-79
    • Yeates, R.A.1    Ruhnke, M.2    Pfaff, G.3    Hartmann, A.4    Trautmann, M.5    Sarnow, E.6
  • 19
    • 77956605206 scopus 로고    scopus 로고
    • What is the right dose for children?
    • PID: 21087295, COI: 1:CAS:528:DC%2BC3cXhtlCrurr
    • Cella M, Knibbe C, Danhof M, Della Pasqua O. What is the right dose for children? Br J Clin Pharmacol. 2010;70(4):597–603.
    • (2010) Br J Clin Pharmacol. , vol.70 , Issue.4 , pp. 597-603
    • Cella, M.1    Knibbe, C.2    Danhof, M.3    Della Pasqua, O.4
  • 20
    • 41749105125 scopus 로고    scopus 로고
    • The problems in scaling adult drug doses to children
    • PID: 17363397, COI: 1:STN:280:DC%2BD1c7lvVOmsQ%3D%3
    • Johnson TN. The problems in scaling adult drug doses to children. Arch Dis Child. 2008;93(3):207–11.
    • (2008) Arch Dis Child. , vol.93 , Issue.3 , pp. 207-211
    • Johnson, T.N.1
  • 22
    • 77953333620 scopus 로고    scopus 로고
    • Interspecies scaling for the prediction of drug clearance in children: application of maximum lifespan potential and an empirical correction factor
    • PID: 20528008, COI: 1:CAS:528:DC%2BC3cXhtV2ns7v
    • Mahmood I. Interspecies scaling for the prediction of drug clearance in children: application of maximum lifespan potential and an empirical correction factor. Clin Pharmacokinet. 2010;49(7):479–92.
    • (2010) Clin Pharmacokinet. , vol.49 , Issue.7 , pp. 479-492
    • Mahmood, I.1
  • 23
    • 41149180911 scopus 로고    scopus 로고
    • Mechanism-based concepts of size and maturity in pharmacokinetics
    • PID: 17914927, COI: 1:CAS:528:DC%2BD1cXisFynu7g%3
    • Anderson BJ, Holford NH. Mechanism-based concepts of size and maturity in pharmacokinetics. Annu Rev Pharmacol Toxicol. 2008;48:303–32.
    • (2008) Annu Rev Pharmacol Toxicol. , vol.48 , pp. 303-332
    • Anderson, B.J.1    Holford, N.H.2
  • 24
    • 77949354149 scopus 로고    scopus 로고
    • Prediction of propofol clearance in children from an allometric model developed in rats, children and adults versus a 0.75 fixed-exponent allometric model
    • Blussé van Oud-Alblas HJ, Cella M, Tibboel D, Danhof
    • Peeters MY, Allegaert K, Blussé van Oud-Alblas HJ, Cella M, Tibboel D, Danhof M, et al. Prediction of propofol clearance in children from an allometric model developed in rats, children and adults versus a 0.75 fixed-exponent allometric model. Clin Pharmacokinet. 2010;49(4):269–75.
    • (2010) Clin Pharmacokinet , vol.49 , Issue.4 , pp. 269-275
    • Peeters, M.Y.1    Allegaert, K.2
  • 25
    • 59849122627 scopus 로고    scopus 로고
    • Human renal function maturation: a quantitative description using weight and postmenstrual age
    • PID: 1884638
    • Rhodin MM, Anderson BJ, Peters AM, Coulthard MG, Wilkins B, Cole M, et al. Human renal function maturation: a quantitative description using weight and postmenstrual age. Pediatr Nephrol. 2009;24(1):67–76.
    • (2009) Pediatr Nephrol. , vol.24 , Issue.1 , pp. 67-76
    • Rhodin, M.M.1    Anderson, B.J.2    Peters, A.M.3    Coulthard, M.G.4    Wilkins, B.5    Cole, M.6
  • 26
    • 33947587274 scopus 로고    scopus 로고
    • Simulation and prediction of in vivo drug metabolism in human populations from in vitro data
    • PID: 17268485, COI: 1:CAS:528:DC%2BD2sXhtFGlsr0%3
    • Rostami-Hodjegan A, Tucker GT. Simulation and prediction of in vivo drug metabolism in human populations from in vitro data. Nat Rev Drug Discov. 2007;6(2):140–8.
    • (2007) Nat Rev Drug Discov. , vol.6 , Issue.2 , pp. 140-148
    • Rostami-Hodjegan, A.1    Tucker, G.T.2
  • 27
    • 84862617981 scopus 로고    scopus 로고
    • Physiologically based pharmacokinetic (PBPK) modeling in children
    • PID: 22669290, COI: 1:CAS:528:DC%2BC38XptVGmtbw%3
    • Barrett JS, Della Casa Alberighi O, Läer S, Meibohm B. Physiologically based pharmacokinetic (PBPK) modeling in children. Clin Pharmacol Ther. 2012;92(1):40–9.
    • (2012) Clin Pharmacol Ther. , vol.92 , Issue.1 , pp. 40-49
    • Barrett, J.S.1    Della Casa Alberighi, O.2    Läer, S.3    Meibohm, B.4
  • 28
    • 33746803672 scopus 로고    scopus 로고
    • Prediction of the clearance of eleven drugs and associated variability in neonates, infants and children
    • PID: 16928154, COI: 1:CAS:528:DC%2BD28XhtVGisrv
    • Johnson TN, Rostami-Hodjegan A, Tucker GT. Prediction of the clearance of eleven drugs and associated variability in neonates, infants and children. Clin Pharmacokinet. 2006;45(9):931–56.
    • (2006) Clin Pharmacokinet. , vol.45 , Issue.9 , pp. 931-956
    • Johnson, T.N.1    Rostami-Hodjegan, A.2    Tucker, G.T.3
  • 29
    • 84877631293 scopus 로고    scopus 로고
    • Vancomycin continuous infusion in neonates: dosing optimisation and therapeutic drug monitoring
    • PID: 2325414
    • Zhao W, Lopez E, Biran V, Durrmeyer X, Fakhoury M, Jacqz-Aigrain E. Vancomycin continuous infusion in neonates: dosing optimisation and therapeutic drug monitoring. Arch Dis Child. 2013;98(6):449–53.
    • (2013) Arch Dis Child. , vol.98 , Issue.6 , pp. 449-453
    • Zhao, W.1    Lopez, E.2    Biran, V.3    Durrmeyer, X.4    Fakhoury, M.5    Jacqz-Aigrain, E.6
  • 34
    • 35848952270 scopus 로고    scopus 로고
    • Conditional weighted residuals (CWRES): a model diagnostic for the FOCE method
    • PID: 17612795, COI: 1:CAS:528:DC%2BD2sXht1Krtrj
    • Hooker AC, Staatz CE, Karlsson MO. Conditional weighted residuals (CWRES): a model diagnostic for the FOCE method. Pharm Res. 2007;24(12):2187–97.
    • (2007) Pharm Res. , vol.24 , Issue.12 , pp. 2187-2197
    • Hooker, A.C.1    Staatz, C.E.2    Karlsson, M.O.3
  • 35
    • 2942744625 scopus 로고    scopus 로고
    • Perl-speaks-NONMEM (PsN)—a Perl module for NONMEM related programming
    • Lindbom L, Ribbing J, Jonsson EN. Perl-speaks-NONMEM (PsN)—a Perl module for NONMEM related programming. Comput Methods Progr Biomed. 2004;75(2):85–94.
    • (2004) Comput Methods Progr Biomed. , vol.75 , Issue.2 , pp. 85-94
    • Lindbom, L.1    Ribbing, J.2    Jonsson, E.N.3
  • 36
    • 33750581706 scopus 로고    scopus 로고
    • Metrics for external model evaluation with an application to the population pharmacokinetics of gliclazide
    • PID: 16906454, COI: 1:CAS:528:DC%2BD28XptVaitL4%3
    • Brendel K, Comets E, Laffont C, Laveille C, Mentré F. Metrics for external model evaluation with an application to the population pharmacokinetics of gliclazide. Pharm Res. 2006;23(9):2036–49.
    • (2006) Pharm Res. , vol.23 , Issue.9 , pp. 2036-2049
    • Brendel, K.1    Comets, E.2    Laffont, C.3    Laveille, C.4    Mentré, F.5
  • 37
    • 40949086000 scopus 로고    scopus 로고
    • Computing normalised prediction distribution errors to evaluate nonlinear mixed-effect models: the NPDE add-on package for R
    • Comets E, Brendel K, Mentré F. Computing normalised prediction distribution errors to evaluate nonlinear mixed-effect models: the NPDE add-on package for R. Comput Methods Progr Biomed. 2008;90(2):154–66.
    • (2008) Comput Methods Progr Biomed. , vol.90 , Issue.2 , pp. 154-166
    • Comets, E.1    Brendel, K.2    Mentré, F.3
  • 38
    • 0027437498 scopus 로고
    • Pharmacokinetics of fluconazole in very low birth weight infants during the first two weeks of life
    • PID: 837512
    • Saxén H, Hoppu K, Pohjavuori M. Pharmacokinetics of fluconazole in very low birth weight infants during the first two weeks of life. Clin Pharmacol Ther. 1993;54(3):269–77.
    • (1993) Clin Pharmacol Ther. , vol.54 , Issue.3 , pp. 269-277
    • Saxén, H.1    Hoppu, K.2    Pohjavuori, M.3
  • 39
    • 0029828960 scopus 로고    scopus 로고
    • Interspecies scaling: predicting clearance of drugs in humans. Three different approaches
    • PID: 8893036, COI: 1:CAS:528:DyaK28XmtVyntrs%3
    • Mahmood I, Balian JD. Interspecies scaling: predicting clearance of drugs in humans. Three different approaches. Xenobiotica. 1996;26(9):887–95.
    • (1996) Xenobiotica. , vol.26 , Issue.9 , pp. 887-895
    • Mahmood, I.1    Balian, J.D.2
  • 40
    • 37149008003 scopus 로고    scopus 로고
    • Predicting oral clearance in humans: how close can we get with allometry?
    • PID: 18076217, COI: 1:CAS:528:DC%2BD1cXhvF2qu7w%3
    • Sinha VK, De Buck SS, Fenu LA, Smit JW, Nijsen M, Gilissen RA, et al. Predicting oral clearance in humans: how close can we get with allometry? Clin Pharmacokinet. 2008;47(1):35–45.
    • (2008) Clin Pharmacokinet. , vol.47 , Issue.1 , pp. 35-45
    • Sinha, V.K.1    De Buck, S.S.2    Fenu, L.A.3    Smit, J.W.4    Nijsen, M.5    Gilissen, R.A.6
  • 41
    • 79953326144 scopus 로고    scopus 로고
    • Towards a better prediction of peak concentration, volume of distribution and half-life after oral drug administration in man, using allometry
    • PID: 2145663
    • Sinha VK, Vaarties K, De Buck SS, Fenu LA, Nijsen M, Gilissen RA, et al. Towards a better prediction of peak concentration, volume of distribution and half-life after oral drug administration in man, using allometry. Clin Pharmacokinet. 2011;50(5):307–18.
    • (2011) Clin Pharmacokinet. , vol.50 , Issue.5 , pp. 307-318
    • Sinha, V.K.1    Vaarties, K.2    De Buck, S.S.3    Fenu, L.A.4    Nijsen, M.5    Gilissen, R.A.6
  • 42
    • 84943014669 scopus 로고    scopus 로고
    • In Ciba Foundation Symposium—The lifespan of animals (colloquia on ageing) (eds. wolstenholme GEW
    • Sacher GA. Relation of lifespan to brain weight and body weight in mammals. In Ciba Foundation Symposium—The lifespan of animals (colloquia on ageing) (eds. wolstenholme GEW, O’Connor M) 1959; pp. 115–141.
    • O’Connor M) , vol.1959 , pp. 115-141
  • 43
    • 69749121349 scopus 로고    scopus 로고
    • Murine Glut-1 transporter haplo insufficiency: postnatal deceleration of brain weight and reactive astrocytosis
    • PID: 19591936, COI: 1:CAS:528:DC%2BD1MXhtFajtLj
    • Ullner PM, Di Nardo A, Goldman JE, Schobel S, Yang H, Engelstad K, et al. Murine Glut-1 transporter haplo insufficiency: postnatal deceleration of brain weight and reactive astrocytosis. Neurobiol Dis. 2009;36(1):60–9.
    • (2009) Neurobiol Dis. , vol.36 , Issue.1 , pp. 60-69
    • Ullner, P.M.1    Di Nardo, A.2    Goldman, J.E.3    Schobel, S.4    Yang, H.5    Engelstad, K.6
  • 44
    • 0028030063 scopus 로고
    • Pharmacokinetics of fluconazole in cats after intravenous and oral administration
    • PID: 7871259, COI: 1:STN:280:DyaK2M7ns1SmtA%3D%3
    • Craig AJ, Ramzan I, Malik R. Pharmacokinetics of fluconazole in cats after intravenous and oral administration. Res Vet Sci. 1994;57(3):372–6.
    • (1994) Res Vet Sci. , vol.57 , Issue.3 , pp. 372-376
    • Craig, A.J.1    Ramzan, I.2    Malik, R.3
  • 45
    • 0036491137 scopus 로고    scopus 로고
    • Pharmacokinetics of fluconazole in loggerhead sea turtles (Caretta caretta) after single intravenous and subcutaneous injections, and multiple subcutaneous injections
    • PID: 1221679
    • Mallo KM, Harms CA, Lewbart GA, Papich MG. Pharmacokinetics of fluconazole in loggerhead sea turtles (Caretta caretta) after single intravenous and subcutaneous injections, and multiple subcutaneous injections. J Zoo Wildl Med. 2002;33(1):29–35.
    • (2002) J Zoo Wildl Med. , vol.33 , Issue.1 , pp. 29-35
    • Mallo, K.M.1    Harms, C.A.2    Lewbart, G.A.3    Papich, M.G.4
  • 46
    • 0034825501 scopus 로고    scopus 로고
    • Simultaneous administration of a cocktail of markers to measure renal drug elimination pathways: absence of a pharmacokinetic interaction between fluconazole and sinistrin, p-aminohippuric acid and pindolol
    • PID: 11422014, COI: 1:CAS:528:DC%2BD3MXltFeit7o%3
    • Gross AS, McLachlan AJ, Minns I, Beal JB, Tett SE. Simultaneous administration of a cocktail of markers to measure renal drug elimination pathways: absence of a pharmacokinetic interaction between fluconazole and sinistrin, p-aminohippuric acid and pindolol. Br J Clin Pharmacol. 2001;51(6):547–55.
    • (2001) Br J Clin Pharmacol. , vol.51 , Issue.6 , pp. 547-555
    • Gross, A.S.1    McLachlan, A.J.2    Minns, I.3    Beal, J.B.4    Tett, S.E.5
  • 47
    • 84899128351 scopus 로고    scopus 로고
    • Dosing in children: a critical review of the pharmacokinetic allometric scaling and modelling approaches in paediatric drug development and clinical settings
    • PID: 24515100, COI: 1:CAS:528:DC%2BC2cXltFens7c%3
    • Mahmood I. Dosing in children: a critical review of the pharmacokinetic allometric scaling and modelling approaches in paediatric drug development and clinical settings. Clin Pharmacokinet. 2014;53(4):327–46.
    • (2014) Clin Pharmacokinet. , vol.53 , Issue.4 , pp. 327-346
    • Mahmood, I.1
  • 48
    • 33749509033 scopus 로고    scopus 로고
    • In vitro susceptibility of breakthrough Candida bloodstream isolates correlates with daily and cumulative doses of fluconazole
    • PID: 17005842, COI: 1:CAS:528:DC%2BD28XhtVylsbf
    • Clancy CJ, Staley B, Nguyen MH. In vitro susceptibility of breakthrough Candida bloodstream isolates correlates with daily and cumulative doses of fluconazole. Antimicrob Agents Chemother. 2006;50(10):3496–8.
    • (2006) Antimicrob Agents Chemother. , vol.50 , Issue.10 , pp. 3496-3498
    • Clancy, C.J.1    Staley, B.2    Nguyen, M.H.3
  • 49
    • 23044487160 scopus 로고    scopus 로고
    • Fluconazole MIC and the fluconazole dose/MIC ratio correlate with therapeutic response among patients with candidemia
    • PID: 16048920, COI: 1:CAS:528:DC%2BD2MXntFCht7g%3
    • Clancy CJ, Yu VL, Morris AJ, Snydman DR, Nguyen MH. Fluconazole MIC and the fluconazole dose/MIC ratio correlate with therapeutic response among patients with candidemia. Antimicrob Agents Chemother. 2005;49(8):3171–7.
    • (2005) Antimicrob Agents Chemother. , vol.49 , Issue.8 , pp. 3171-3177
    • Clancy, C.J.1    Yu, V.L.2    Morris, A.J.3    Snydman, D.R.4    Nguyen, M.H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.