메뉴 건너뛰기




Volumn 8, Issue 1, 2018, Pages

Influence of culture media, pH and temperature on growth and bacteriocin production of bacteriocinogenic lactic acid bacteria

Author keywords

Bacterial growth curves; Bacteriocin activity; Bacteriocins; Lactic acid bacteria (LAB)

Indexed keywords

BACTERIOCIN;

EID: 85040969016     PISSN: None     EISSN: 21910855     Source Type: Journal    
DOI: 10.1186/s13568-018-0536-0     Document Type: Article
Times cited : (204)

References (42)
  • 1
    • 84938704674 scopus 로고    scopus 로고
    • Production of bacteriocin-like inhibitory substances (BLIS) by Bifidobacterium lactis using whey as a substrate
    • COI: 1:CAS:528:DC%2BC28Xlt1GjsL4%3D
    • Balciunas EM, Al Arni S, Converti A, Leblanc JG, De Souza Oliveira RP (2016) Production of bacteriocin-like inhibitory substances (BLIS) by Bifidobacterium lactis using whey as a substrate. Int J Dairy Technol 69(2):236–242
    • (2016) Int J Dairy Technol , vol.69 , Issue.2 , pp. 236-242
    • Balciunas, E.M.1    Al Arni, S.2    Converti, A.3    Leblanc, J.G.4    De Souza Oliveira, R.P.5
  • 2
    • 21844433731 scopus 로고    scopus 로고
    • Combined efficacy of nisin and pediocin with sodium lactate, citric acid, phytic acid, and potassium sorbate and EDTA in reducing the Listeria monocytogenes population of inoculated fresh-cut produce
    • COI: 1:CAS:528:DC%2BD2MXmvF2mtrg%3D, PID: 16013374
    • Bari ML, Ukuku DO, Kawasaki T, Inatsu Y, Isshiki K, Kawamoto S (2005) Combined efficacy of nisin and pediocin with sodium lactate, citric acid, phytic acid, and potassium sorbate and EDTA in reducing the Listeria monocytogenes population of inoculated fresh-cut produce. J Food Prot 68(7):1381–1387
    • (2005) J Food Prot , vol.68 , Issue.7 , pp. 1381-1387
    • Bari, M.L.1    Ukuku, D.O.2    Kawasaki, T.3    Inatsu, Y.4    Isshiki, K.5    Kawamoto, S.6
  • 3
    • 13844315653 scopus 로고    scopus 로고
    • A re-evaluation of the role of host defense peptides in mammalian immunity
    • COI: 1:CAS:528:DC%2BD2MXhsVWqtLk%3D, PID: 15638767
    • Bowdish DM, Davidson DJ, Hancock RE (2005) A re-evaluation of the role of host defense peptides in mammalian immunity. Curr Protein Pept Sci 6(1):35–51
    • (2005) Curr Protein Pept Sci , vol.6 , Issue.1 , pp. 35-51
    • Bowdish, D.M.1    Davidson, D.J.2    Hancock, R.E.3
  • 4
    • 0035812347 scopus 로고    scopus 로고
    • Effects of aeration and pH gradient on nisin production. A mathematical model
    • COI: 1:CAS:528:DC%2BD3MXmt1Kltbk%3D
    • Cabo ML, Murado MA, Gonza´lez MP, Pastoriza L (2001) Effects of aeration and pH gradient on nisin production. A mathematical model. Enzyme Microb Technol 29(4–5):264–273
    • (2001) Enzyme Microb Technol , vol.29 , Issue.4-5 , pp. 264-273
    • Cabo, M.L.1    Murado, M.A.2    Gonza´lez, M.P.3    Pastoriza, L.4
  • 5
  • 6
    • 0036964826 scopus 로고    scopus 로고
    • The lactic acid bacteria: a literature survey
    • COI: 1:CAS:528:DC%2BD3sXhtlKisLs%3D, PID: 12546196
    • Carr FJ, Chill D, Maida N (2002) The lactic acid bacteria: a literature survey. Crit Rev Microbiol 28(4):281–370
    • (2002) Crit Rev Microbiol , vol.28 , Issue.4 , pp. 281-370
    • Carr, F.J.1    Chill, D.2    Maida, N.3
  • 7
    • 27244436751 scopus 로고    scopus 로고
    • Bacteriocins: developing innate immunity for food
    • COI: 1:CAS:528:DC%2BD2MXhtVGrurbF, PID: 16205711
    • Cotter PD, Hill C, Ross RP (2005) Bacteriocins: developing innate immunity for food. Nat Rev Microbiol 3(10):777–778
    • (2005) Nat Rev Microbiol , vol.3 , Issue.10 , pp. 777-778
    • Cotter, P.D.1    Hill, C.2    Ross, R.P.3
  • 8
    • 0001325760 scopus 로고
    • Antimicrobial substances from lactic acid bacteria for use as food preservatives
    • COI: 1:CAS:528:DyaL1MXitlShsrY%3D
    • Daeschel MA (1989) Antimicrobial substances from lactic acid bacteria for use as food preservatives. Food Technol 43(1):164–167
    • (1989) Food Technol , vol.43 , Issue.1 , pp. 164-167
    • Daeschel, M.A.1
  • 9
    • 0035211224 scopus 로고    scopus 로고
    • Comparison of maximum specific growth rates and lag times estimated from absorbance and viable count data by different mathematical models
    • COI: 1:STN:280:DC%2BD3M3ktlShsg%3D%3D, PID: 11118653
    • Dalgaard P, Koutsoumanis K (2001) Comparison of maximum specific growth rates and lag times estimated from absorbance and viable count data by different mathematical models. J Microbiol Methods 43(3):183–196
    • (2001) J Microbiol Methods , vol.43 , Issue.3 , pp. 183-196
    • Dalgaard, P.1    Koutsoumanis, K.2
  • 10
    • 28444438535 scopus 로고    scopus 로고
    • Characterization of a 3944 Da bacteriocin produced by Enterococcus mundtii ST15, with activity against gram positive and gram negative bacteria
    • PID: 16102864
    • De Kwaadsteniet M, Todorov SD, Knoetze H, Diks LM (2005) Characterization of a 3944 Da bacteriocin produced by Enterococcus mundtii ST15, with activity against gram positive and gram negative bacteria. Int J Food Microbiol 105(3):433–444
    • (2005) Int J Food Microbiol , vol.105 , Issue.3 , pp. 433-444
    • De Kwaadsteniet, M.1    Todorov, S.D.2    Knoetze, H.3    Diks, L.M.4
  • 12
    • 0029892056 scopus 로고    scopus 로고
    • Primary metabolite kinetics of bacteriocin biosynthesis by Lactobacillus amylovorus and evidence for stimulation of bacteriocin under unfavourable growth conditions
    • De Vuyst L, Callewaert R, Crabbe K (1996) Primary metabolite kinetics of bacteriocin biosynthesis by Lactobacillus amylovorus and evidence for stimulation of bacteriocin under unfavourable growth conditions. Microbiol 142(4):817–827
    • (1996) Microbiol , vol.142 , Issue.4 , pp. 817-827
    • De Vuyst, L.1    Callewaert, R.2    Crabbe, K.3
  • 13
    • 18144402399 scopus 로고    scopus 로고
    • Bacteriocin production by Lactobacillus pentosus B96 can be expressed as a function of temperature and NaCl concentration
    • COI: 1:CAS:528:DC%2BD2MXjs1Kmsbg%3D
    • Delgado A, Brito D, Peres C, Noé-Arroyo F, Garrido-Fernández A (2005) Bacteriocin production by Lactobacillus pentosus B96 can be expressed as a function of temperature and NaCl concentration. Food Microbiol 22(6):521–528
    • (2005) Food Microbiol , vol.22 , Issue.6 , pp. 521-528
    • Delgado, A.1    Brito, D.2    Peres, C.3    Noé-Arroyo, F.4    Garrido-Fernández, A.5
  • 14
    • 55249122689 scopus 로고    scopus 로고
    • Screening of some lactobacillus strains for their antifungal activities against aflatoxin producing aspergilli in vitro and maize
    • COI: 1:CAS:528:DC%2BD1cXhsVKmsb%2FN
    • Elsanhoty RM (2008) Screening of some lactobacillus strains for their antifungal activities against aflatoxin producing aspergilli in vitro and maize. J Food Agric Environ 6(3):35–40
    • (2008) J Food Agric Environ , vol.6 , Issue.3 , pp. 35-40
    • Elsanhoty, R.M.1
  • 15
    • 0041812019 scopus 로고    scopus 로고
    • Effect of ecological factors on the inhibitory spectrum and activity of bacteriocins
    • PID: 10100901
    • Gänzle M, Weber S, Hammes W (1999) Effect of ecological factors on the inhibitory spectrum and activity of bacteriocins. Int J Food Microbiol 46(3):207–217
    • (1999) Int J Food Microbiol , vol.46 , Issue.3 , pp. 207-217
    • Gänzle, M.1    Weber, S.2    Hammes, W.3
  • 16
    • 0035961658 scopus 로고    scopus 로고
    • Effects of pH, temperature and NaCl concentration on the growth kinetics, proteolytic activity and biogenic amine production of Enterococcus faecalis
    • COI: 1:CAS:528:DC%2BD3MXhtFaqs7Y%3D
    • Gardini F, Martuscelli MM, Caruso C, Galgano F, Crudele MA, Favati F, Guerzoni ME, Suzzi G (2001) Effects of pH, temperature and NaCl concentration on the growth kinetics, proteolytic activity and biogenic amine production of Enterococcus faecalis. Int J Food Microbiol 64(1–2):105–117
    • (2001) Int J Food Microbiol , vol.64 , Issue.1-2 , pp. 105-117
    • Gardini, F.1    Martuscelli, M.M.2    Caruso, C.3    Galgano, F.4    Crudele, M.A.5    Favati, F.6    Guerzoni, M.E.7    Suzzi, G.8
  • 18
    • 0037803561 scopus 로고    scopus 로고
    • Influence of pH drop on both nisin and pediocin production by Lactococcus lactis and Pediococcus acidilactici
    • COI: 1:CAS:528:DC%2BD3sXlvFCjs7s%3D, PID: 12803556
    • Guerra NP, Pastrana L (2003) Influence of pH drop on both nisin and pediocin production by Lactococcus lactis and Pediococcus acidilactici. Lett Appl Microbiol 37(1):51–55
    • (2003) Lett Appl Microbiol , vol.37 , Issue.1 , pp. 51-55
    • Guerra, N.P.1    Pastrana, L.2
  • 19
    • 0035829322 scopus 로고    scopus 로고
    • Nutritional factors affecting the production of two bacteriocins from lactic acid bacteria on whey
    • COI: 1:CAS:528:DC%2BD3MXnvFCms70%3D, PID: 11764192
    • Guerra NP, Rua ML, Pastrana L (2001) Nutritional factors affecting the production of two bacteriocins from lactic acid bacteria on whey. Int J Food Microbiol 70(3):267–281
    • (2001) Int J Food Microbiol , vol.70 , Issue.3 , pp. 267-281
    • Guerra, N.P.1    Rua, M.L.2    Pastrana, L.3
  • 20
    • 13244286654 scopus 로고    scopus 로고
    • Antimicrobial activity and antibiotic resistance of lactic acid bacteria isolated from Armada cheese (a Spanish goats’ milk cheese)
    • COI: 1:CAS:528:DC%2BD2MXhtFGmsr8%3D
    • Herreros MA, Sandoval H, González L, Castro JM, Fresno JM, Tornadijo ME (2005) Antimicrobial activity and antibiotic resistance of lactic acid bacteria isolated from Armada cheese (a Spanish goats’ milk cheese). Food Microbiol 22(5):455–459
    • (2005) Food Microbiol , vol.22 , Issue.5 , pp. 455-459
    • Herreros, M.A.1    Sandoval, H.2    González, L.3    Castro, J.M.4    Fresno, J.M.5    Tornadijo, M.E.6
  • 21
    • 85040963282 scopus 로고    scopus 로고
    • Isolation and partial characterization of a bacteriocin produced by a newly isolated Bacillus megaterium 19 strain
    • Khalil R, Elbahloul Y, Djadouni F, Omar S (2009) Isolation and partial characterization of a bacteriocin produced by a newly isolated Bacillus megaterium 19 strain. FEBS Lett 77(1):99–102
    • (2009) FEBS Lett , vol.77 , Issue.1 , pp. 99-102
    • Khalil, R.1    Elbahloul, Y.2    Djadouni, F.3    Omar, S.4
  • 22
    • 3843061236 scopus 로고    scopus 로고
    • Effect of pH on Lactobacillus fermentum growth, raffinose removal, α-galactosidase activity and fermentation products
    • COI: 1:CAS:528:DC%2BD2cXkvF2mtL0%3D, PID: 14727095
    • LeBlanc JG, Garro MS, Savoy de Giori G (2004) Effect of pH on Lactobacillus fermentum growth, raffinose removal, α-galactosidase activity and fermentation products. Appl Microbiol Biotechnol 65(1):119–123
    • (2004) Appl Microbiol Biotechnol , vol.65 , Issue.1 , pp. 119-123
    • LeBlanc, J.G.1    Garro, M.S.2    Savoy de Giori, G.3
  • 23
    • 0033036707 scopus 로고    scopus 로고
    • Temperature and pH conditions that prevail during the fermentation of sausages are optimal for production of the antilisterial bacteriocin sakacin K
    • COI: 1:CAS:528:DyaK1MXhslWkt7w%3D, PID: 10049850
    • Leroy F, De Vuyst L (1999) Temperature and pH conditions that prevail during the fermentation of sausages are optimal for production of the antilisterial bacteriocin sakacin K. Appl Environ Microbiol 65(3):974
    • (1999) Appl Environ Microbiol , vol.65 , Issue.3 , pp. 974
    • Leroy, F.1    De Vuyst, L.2
  • 24
    • 0037196179 scopus 로고    scopus 로고
    • Bacteriocin production by Enterococcus faecium RZS C5 is cell density limited and occurs in the very early growth phase
    • COI: 1:CAS:528:DC%2BD38XktFSksA%3D%3D, PID: 11843407
    • Leroy F, De Vuyst L (2002) Bacteriocin production by Enterococcus faecium RZS C5 is cell density limited and occurs in the very early growth phase. Int J Food Microbiol 72(1–2):155–164
    • (2002) Int J Food Microbiol , vol.72 , Issue.1-2 , pp. 155-164
    • Leroy, F.1    De Vuyst, L.2
  • 25
    • 33745890212 scopus 로고    scopus 로고
    • Characterization of a bacteriocin-like substance produced by Bacillus amyloliquefaciens isolated from the Brazilian Atlantic forest
    • COI: 1:CAS:528:DC%2BD28XnsVCltbw%3D, PID: 16835841
    • Lisboa MP, Bonatto D, Bizani D, Henriques JAP, Brandelli A (2006) Characterization of a bacteriocin-like substance produced by Bacillus amyloliquefaciens isolated from the Brazilian Atlantic forest. Int Microbiol 9(2):111–118
    • (2006) Int Microbiol , vol.9 , Issue.2 , pp. 111-118
    • Lisboa, M.P.1    Bonatto, D.2    Bizani, D.3    Henriques, J.A.P.4    Brandelli, A.5
  • 27
    • 84954566632 scopus 로고    scopus 로고
    • Nutrition-adaptive control of multiple-bacteriocin production by Weissella hellenica QU 13
    • COI: 1:CAS:528:DC%2BC2MXitV2lu77P, PID: 26538298
    • Masuda Y, Perez RH, Zendo T, Sonomoto K (2016) Nutrition-adaptive control of multiple-bacteriocin production by Weissella hellenica QU 13. J Appl Microbiol 120(1):70–79
    • (2016) J Appl Microbiol , vol.120 , Issue.1 , pp. 70-79
    • Masuda, Y.1    Perez, R.H.2    Zendo, T.3    Sonomoto, K.4
  • 28
    • 0037222851 scopus 로고    scopus 로고
    • Influence of pH and temperature by Leuconostoc mesenteroides L124 and Lactobacillus curvatus L442
    • COI: 1:CAS:528:DC%2BD3sXhs1WrsLo%3D, PID: 22063012
    • Mataragas M, Metaxopoulos J, Galiotou M, Drosinos EH (2003) Influence of pH and temperature by Leuconostoc mesenteroides L124 and Lactobacillus curvatus L442. Meat Sci 64(3):265–271
    • (2003) Meat Sci , vol.64 , Issue.3 , pp. 265-271
    • Mataragas, M.1    Metaxopoulos, J.2    Galiotou, M.3    Drosinos, E.H.4
  • 29
    • 1842739255 scopus 로고    scopus 로고
    • Influence of nutrients on growth and bacteriocin production by Leuconostoc mesenteroides L124 and Lactobacillus curvatus L442
    • COI: 1:CAS:528:DC%2BD2cXjs1Ghtro%3D, PID: 15031648
    • Mataragas M, Drosinos EH, Tsakalidou E, Metaxopoulos J (2004) Influence of nutrients on growth and bacteriocin production by Leuconostoc mesenteroides L124 and Lactobacillus curvatus L442. Antonie Van Leeuwenhoek 85:191–198
    • (2004) Antonie Van Leeuwenhoek , vol.85 , pp. 191-198
    • Mataragas, M.1    Drosinos, E.H.2    Tsakalidou, E.3    Metaxopoulos, J.4
  • 30
    • 0037464987 scopus 로고    scopus 로고
    • Modeling growth and bacteriocin production by Lactobacillus curvatus LTH 1174 in response to temperature and pH values used for European sausage fermentation processes
    • COI: 1:CAS:528:DC%2BD38Xotlyqurc%3D, PID: 12423917
    • Messens W, Verluyten J, Leroy F, De Vuyst L (2003) Modeling growth and bacteriocin production by Lactobacillus curvatus LTH 1174 in response to temperature and pH values used for European sausage fermentation processes. Int J Food Microbiol 81(1):41–52
    • (2003) Int J Food Microbiol , vol.81 , Issue.1 , pp. 41-52
    • Messens, W.1    Verluyten, J.2    Leroy, F.3    De Vuyst, L.4
  • 31
    • 0027522569 scopus 로고
    • Influence of pH on bacterial gene expression
    • COI: 1:CAS:528:DyaK3sXisFWju70%3D, PID: 8388532
    • Olson ER (1993) Influence of pH on bacterial gene expression. Mol Microbiol 8(1):5–14
    • (1993) Mol Microbiol , vol.8 , Issue.1 , pp. 5-14
    • Olson, E.R.1
  • 32
    • 84981541102 scopus 로고    scopus 로고
    • Bacteriocin production by Streptococcus thermophiles in complex growth media
    • COI: 1:CAS:528:DC%2BC28XhtlehtLnJ, PID: 27515777
    • Renye JA Jr, Somkuti GA, Garabal JI, Steinberg DH (2016) Bacteriocin production by Streptococcus thermophiles in complex growth media. Biotechnol Lett 38(11):1947–1954
    • (2016) Biotechnol Lett , vol.38 , Issue.11 , pp. 1947-1954
    • Renye, J.A.1    Somkuti, G.A.2    Garabal, J.I.3    Steinberg, D.H.4
  • 33
    • 69249113857 scopus 로고    scopus 로고
    • Bacteriocins from Lactobacillus plantarum production, genetic organization and mode of action. A review
    • COI: 1:CAS:528:DC%2BC3MXitlelsb8%3D, PID: 24031346
    • Todorov SD (2009) Bacteriocins from Lactobacillus plantarum production, genetic organization and mode of action. A review. Braz J Microbiol 40(2):209–221
    • (2009) Braz J Microbiol , vol.40 , Issue.2 , pp. 209-221
    • Todorov, S.D.1
  • 34
    • 5444266832 scopus 로고    scopus 로고
    • Effect of medium components on bacteriocin production by Lactobacillus pentosus ST151BR, a strain isolated from beer produced by the fermentation of maize, barley and soy flour
    • COI: 1:CAS:528:DC%2BD2cXnvFChsb8%3D
    • Todorov SD, Dicks LMT (2004) Effect of medium components on bacteriocin production by Lactobacillus pentosus ST151BR, a strain isolated from beer produced by the fermentation of maize, barley and soy flour. World J Microbiol Biotechnol 20(6):643–650
    • (2004) World J Microbiol Biotechnol , vol.20 , Issue.6 , pp. 643-650
    • Todorov, S.D.1    Dicks, L.M.T.2
  • 35
    • 64749096922 scopus 로고    scopus 로고
    • Effect of modified MRS medium on production and purification of antimicrobial peptide ST4SA produced by Enterococcus mundtii
    • COI: 1:CAS:528:DC%2BD1MXltVCltbs%3D, PID: 19100330
    • Todorov SD, Dicks LMT (2009) Effect of modified MRS medium on production and purification of antimicrobial peptide ST4SA produced by Enterococcus mundtii. Anaerobe 15(3):65–73
    • (2009) Anaerobe , vol.15 , Issue.3 , pp. 65-73
    • Todorov, S.D.1    Dicks, L.M.T.2
  • 37
    • 84864405396 scopus 로고    scopus 로고
    • Media optimization of bacteriocin ST22CH production by Lactobacillus sakei ST22CH isolated from salpicao, a traditional meat-product from Portugal
    • Todorov SD, Oliveira RPS, Vaz-Velho M (2012) Media optimization of bacteriocin ST22CH production by Lactobacillus sakei ST22CH isolated from salpicao, a traditional meat-product from Portugal. Int Conf Ind Biotechnol 27:283–288
    • (2012) Int Conf Ind Biotechnol , vol.27 , pp. 283-288
    • Todorov, S.D.1    Oliveira, R.P.S.2    Vaz-Velho, M.3
  • 38
    • 84950254825 scopus 로고    scopus 로고
    • Influence of environmental factors on bacteriocin production by human isolates of Lactococcus lactis MM19 and Pediococcus acidilactici MM33
    • COI: 1:CAS:528:DC%2BC28XhtlWjtA%3D%3D, PID: 26686688
    • Turgis M, Vu KD, Millette M, Dupont C, Lacroix M (2016) Influence of environmental factors on bacteriocin production by human isolates of Lactococcus lactis MM19 and Pediococcus acidilactici MM33. Probiotics Antimicrob Proteins 8(1):53–59
    • (2016) Probiotics Antimicrob Proteins , vol.8 , Issue.1 , pp. 53-59
    • Turgis, M.1    Vu, K.D.2    Millette, M.3    Dupont, C.4    Lacroix, M.5
  • 39
    • 0028155103 scopus 로고
    • Factors influencing production of bacteriocins by lactic acid bacteria
    • Yang R, Ray B (1994) Factors influencing production of bacteriocins by lactic acid bacteria. Food Microbiol 11(4):281–291
    • (1994) Food Microbiol , vol.11 , Issue.4 , pp. 281-291
    • Yang, R.1    Ray, B.2
  • 40
    • 84871151297 scopus 로고    scopus 로고
    • Antimicrobial acitivity of bacteriocin-producing lactic acid bacteria isolated from cheese and yogurts
    • PID: 22963659
    • Yang E, Fan L, Jiang Y, Doucette C, Fillmore S (2012) Antimicrobial acitivity of bacteriocin-producing lactic acid bacteria isolated from cheese and yogurts. AMB Express 2(1):48
    • (2012) AMB Express , vol.2 , Issue.1 , pp. 48
    • Yang, E.1    Fan, L.2    Jiang, Y.3    Doucette, C.4    Fillmore, S.5
  • 41
    • 84862809219 scopus 로고    scopus 로고
    • Modelling growth and bacteriocin production by Pediococcus acidilactici PA003 as a function of temperature and pH value
    • COI: 1:CAS:528:DC%2BC38XisFCku78%3D, PID: 22246730
    • Zhang J, Zhang Y, Liu SN, Ye H, Zhou ZJ (2012) Modelling growth and bacteriocin production by Pediococcus acidilactici PA003 as a function of temperature and pH value. Appl Biochem Biotechnol 166(6):1388–1400
    • (2012) Appl Biochem Biotechnol , vol.166 , Issue.6 , pp. 1388-1400
    • Zhang, J.1    Zhang, Y.2    Liu, S.N.3    Ye, H.4    Zhou, Z.J.5
  • 42
    • 84937975585 scopus 로고    scopus 로고
    • Modelling growth and bacteriocin production by Lactobacillus plantarum BC-25 in response to temperature and pH in batch fermentation
    • COI: 1:CAS:528:DC%2BC2MXosFOhtLo%3D, PID: 25987136
    • Zhou K, Zeng YT, Han XF, Liu SL (2015) Modelling growth and bacteriocin production by Lactobacillus plantarum BC-25 in response to temperature and pH in batch fermentation. Appl Biochem Biotechnol 176(6):1627–1637
    • (2015) Appl Biochem Biotechnol , vol.176 , Issue.6 , pp. 1627-1637
    • Zhou, K.1    Zeng, Y.T.2    Han, X.F.3    Liu, S.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.