메뉴 건너뛰기




Volumn 119, Issue 12, 2015, Pages 1194-1204

Characterization of oleaginous yeasts accumulating high levels of lipid when cultivated in glycerol and their potential for lipid production from biodiesel-derived crude glycerol

Author keywords

Biodiversity; Microbial lipid; Rhodosporidium fluviale; Waste glycerol

Indexed keywords

ALCOHOL; BIOACCUMULATION; BIOACTIVITY; BIODIVERSITY; BIOFUEL; BIOLOGICAL PRODUCTION; BIOMASS; LIPID; MICROBIAL ACTIVITY; YEAST;

EID: 84947920468     PISSN: 18786146     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.funbio.2015.09.002     Document Type: Article
Times cited : (81)

References (57)
  • 1
    • 84901844400 scopus 로고
    • A mathematical model for the study of lipid accumulation in oleaginous microorganisms. Lipid accumulation during growth of Mucor circinelloides CBS172-27 on a vegetable oil
    • Aggelis G., Komaitis M., Papanikolaou S., Papadopoulos G. A mathematical model for the study of lipid accumulation in oleaginous microorganisms. Lipid accumulation during growth of Mucor circinelloides CBS172-27 on a vegetable oil. Grasas y Aceites 1995, 46:169-173.
    • (1995) Grasas y Aceites , vol.46 , pp. 169-173
    • Aggelis, G.1    Komaitis, M.2    Papanikolaou, S.3    Papadopoulos, G.4
  • 3
    • 79955560245 scopus 로고    scopus 로고
    • An overview of lipid metabolism in yeasts and its impact on biotechnological processes
    • Beopoulos A., Nicaud J.M., Gaillardin C. An overview of lipid metabolism in yeasts and its impact on biotechnological processes. Applied Microbiology and Biotechnology 2011, 90:1193-1206.
    • (2011) Applied Microbiology and Biotechnology , vol.90 , pp. 1193-1206
    • Beopoulos, A.1    Nicaud, J.M.2    Gaillardin, C.3
  • 7
    • 84862025515 scopus 로고    scopus 로고
    • Effect of impurities in biodiesel-derived waste glycerol on the performance and feasibility of biotechnological processes
    • Chatzifragkou A., Papanikolaou S. Effect of impurities in biodiesel-derived waste glycerol on the performance and feasibility of biotechnological processes. Applied Microbiology and Biotechnology 2012, 95:13-27.
    • (2012) Applied Microbiology and Biotechnology , vol.95 , pp. 13-27
    • Chatzifragkou, A.1    Papanikolaou, S.2
  • 8
    • 59049087350 scopus 로고    scopus 로고
    • Leaf and powdery mildew colonization by glycolipid-producing Pseudozyma species
    • Clément-Mathieu G., Chain F., Marchand G., Bélanger R.R. Leaf and powdery mildew colonization by glycolipid-producing Pseudozyma species. Fungal Ecology 2008, 1:69-77.
    • (2008) Fungal Ecology , vol.1 , pp. 69-77
    • Clément-Mathieu, G.1    Chain, F.2    Marchand, G.3    Bélanger, R.R.4
  • 9
    • 84877924434 scopus 로고    scopus 로고
    • Exploration of Brazilian biodiversity and selection of a new oleaginous yeast strain cultivated in raw glycerol
    • Duarte S.H., de Andrade C.C., Ghiselli G., Maugeri F. Exploration of Brazilian biodiversity and selection of a new oleaginous yeast strain cultivated in raw glycerol. Bioresource Technology 2013, 138:377-381.
    • (2013) Bioresource Technology , vol.138 , pp. 377-381
    • Duarte, S.H.1    de Andrade, C.C.2    Ghiselli, G.3    Maugeri, F.4
  • 10
    • 84899451860 scopus 로고    scopus 로고
    • Prediction of quality properties for biodiesel production by oleaginous yeast cultivated in pure and raw glycerol
    • Duarte S.H., Maugeri F. Prediction of quality properties for biodiesel production by oleaginous yeast cultivated in pure and raw glycerol. Chemical Engineering Transactions 2014, 37:463-468.
    • (2014) Chemical Engineering Transactions , vol.37 , pp. 463-468
    • Duarte, S.H.1    Maugeri, F.2
  • 11
    • 51349136118 scopus 로고    scopus 로고
    • The effect of glycerol as a sole and secondary substrate on the growth and fatty acid composition of Rhodotorula glutinis
    • Easterling E.R., French W.T., Hernandez R., Licha M. The effect of glycerol as a sole and secondary substrate on the growth and fatty acid composition of Rhodotorula glutinis. Bioresource Technology 2009, 100:356-361.
    • (2009) Bioresource Technology , vol.100 , pp. 356-361
    • Easterling, E.R.1    French, W.T.2    Hernandez, R.3    Licha, M.4
  • 12
    • 0021164237 scopus 로고
    • Influence of nitrogen metabolism on lipid accumulation by Rhodosporidium toruloides CBS 14
    • Evans C.T., Ratledge C. Influence of nitrogen metabolism on lipid accumulation by Rhodosporidium toruloides CBS 14. Journal of General Microbiology 1984, 130:1705-1710.
    • (1984) Journal of General Microbiology , vol.130 , pp. 1705-1710
    • Evans, C.T.1    Ratledge, C.2
  • 14
    • 0004291036 scopus 로고
    • Rhodosporidium fluviale sp. nov., a homokaryotic red yeast from a subtropical brackish environment
    • Fell J.W., Kurtzman C.P., Tallman A.S., Buck J.D. Rhodosporidium fluviale sp. nov., a homokaryotic red yeast from a subtropical brackish environment. Mycologia 1988, 80:560-564.
    • (1988) Mycologia , vol.80 , pp. 560-564
    • Fell, J.W.1    Kurtzman, C.P.2    Tallman, A.S.3    Buck, J.D.4
  • 15
    • 0023161282 scopus 로고
    • Nutritional regulation of cellular phosphatidylinositol
    • Holub B.J., Skeaff C.M. Nutritional regulation of cellular phosphatidylinositol. Methods in Enzymology 1987, 141:234-244.
    • (1987) Methods in Enzymology , vol.141 , pp. 234-244
    • Holub, B.J.1    Skeaff, C.M.2
  • 16
    • 84867703157 scopus 로고    scopus 로고
    • Yeast biotechnology
    • Elsevier, Amsterdam, C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.)
    • Johnson E.A., Echavarri-Erasun C. Yeast biotechnology. The Yeast: a taxonomic study 2011, 20-44. Elsevier, Amsterdam. 5th edn. C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.).
    • (2011) The Yeast: a taxonomic study , pp. 20-44
    • Johnson, E.A.1    Echavarri-Erasun, C.2
  • 17
    • 84905392627 scopus 로고    scopus 로고
    • New yeast isolate Pichia caribbica synthesizes xylolipid biosurfactant with enhanced functionality
    • Joshi-Navare K., Singh P.K., Prabhune A.A. New yeast isolate Pichia caribbica synthesizes xylolipid biosurfactant with enhanced functionality. European Journal of Lipid Science and Technology 2014, 116:1070-1079.
    • (2014) European Journal of Lipid Science and Technology , vol.116 , pp. 1070-1079
    • Joshi-Navare, K.1    Singh, P.K.2    Prabhune, A.A.3
  • 19
    • 84947945188 scopus 로고    scopus 로고
    • Indonesian oleaginous yeasts isolated from Piper betle and P. nigrum
    • Kanti A., Sukara E., Latifah K., Sukarno N., Boundy-Mills K. Indonesian oleaginous yeasts isolated from Piper betle and P. nigrum. Mycosphere 2013, 4:1015-1026.
    • (2013) Mycosphere , vol.4 , pp. 1015-1026
    • Kanti, A.1    Sukara, E.2    Latifah, K.3    Sukarno, N.4    Boundy-Mills, K.5
  • 20
    • 1142273243 scopus 로고    scopus 로고
    • Rapid estimation of lipids in oleaginous fungi and yeasts using Nile red fluorescence
    • Kimura K., Yamaoka M., Kamisaka Y. Rapid estimation of lipids in oleaginous fungi and yeasts using Nile red fluorescence. Journal of Microbiological Methods 2004, 56:331-338.
    • (2004) Journal of Microbiological Methods , vol.56 , pp. 331-338
    • Kimura, K.1    Yamaoka, M.2    Kamisaka, Y.3
  • 21
    • 82555168431 scopus 로고    scopus 로고
    • Screening of oleaginous yeasts and optimization for lipid production using crude glycerol as a carbon source
    • Kitcha S., Cheirsilp B. Screening of oleaginous yeasts and optimization for lipid production using crude glycerol as a carbon source. Energy Procedia 2011, 9:274-282.
    • (2011) Energy Procedia , vol.9 , pp. 274-282
    • Kitcha, S.1    Cheirsilp, B.2
  • 22
    • 84873714371 scopus 로고    scopus 로고
    • Enhancing lipid production from crude glycerol by newly isolated oleaginous yeasts: strain selection, process optimization, and fed-batch strategy
    • Kitcha S., Cheirsilp B. Enhancing lipid production from crude glycerol by newly isolated oleaginous yeasts: strain selection, process optimization, and fed-batch strategy. BioEnergy Research 2013, 6:300-310.
    • (2013) BioEnergy Research , vol.6 , pp. 300-310
    • Kitcha, S.1    Cheirsilp, B.2
  • 23
    • 77954442915 scopus 로고    scopus 로고
    • Selection and optimization for lipid production of a newly isolated oleaginous yeast, Rhodosporidium toruloides DMKU3-TK16
    • Kraisintu P., Yongmanitchai W., Limtong S. Selection and optimization for lipid production of a newly isolated oleaginous yeast, Rhodosporidium toruloides DMKU3-TK16. Kasetsart Journal 2010, 44:436-445.
    • (2010) Kasetsart Journal , vol.44 , pp. 436-445
    • Kraisintu, P.1    Yongmanitchai, W.2    Limtong, S.3
  • 24
    • 84880973270 scopus 로고    scopus 로고
    • Methods for isolation, phenotypic characterization and maintenance of yeasts
    • Elsevier, Amsterdam, C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.)
    • Kurtzman C.P., Fell J.W., Boekhout T., Robert V. Methods for isolation, phenotypic characterization and maintenance of yeasts. The Yeasts, a Taxonomic Study 2011, 87-110. Elsevier, Amsterdam. 5th edn. C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.).
    • (2011) The Yeasts, a Taxonomic Study , pp. 87-110
    • Kurtzman, C.P.1    Fell, J.W.2    Boekhout, T.3    Robert, V.4
  • 25
    • 0031792246 scopus 로고    scopus 로고
    • Identification and phylogeny of ascomycete yeasts from analysis of nuclear large subunit (26S) ribosomal DNA partial sequences
    • Kurtzman C.P., Robnett C.J. Identification and phylogeny of ascomycete yeasts from analysis of nuclear large subunit (26S) ribosomal DNA partial sequences. Antonie Van Leeuwenhoek 1998, 73:331-371.
    • (1998) Antonie Van Leeuwenhoek , vol.73 , pp. 331-371
    • Kurtzman, C.P.1    Robnett, C.J.2
  • 26
    • 84929844002 scopus 로고    scopus 로고
    • The diversity of culturable yeasts in the phylloplane of rice in Thailand
    • Limtong S., Kaewwichian R. The diversity of culturable yeasts in the phylloplane of rice in Thailand. Annals of Microbiology 2014, 65:667-675.
    • (2014) Annals of Microbiology , vol.65 , pp. 667-675
    • Limtong, S.1    Kaewwichian, R.2
  • 27
    • 84900875313 scopus 로고    scopus 로고
    • Diversity of culturable yeasts in phylloplane of sugarcane in Thailand and their capability to produce indole-3-acetic acid
    • Limtong S., Kaewwichian R., Yongmanitchai W., Kawasaki H. Diversity of culturable yeasts in phylloplane of sugarcane in Thailand and their capability to produce indole-3-acetic acid. World Journal of Microbiology and Biotechnology 2014, 30:1785-1796.
    • (2014) World Journal of Microbiology and Biotechnology , vol.30 , pp. 1785-1796
    • Limtong, S.1    Kaewwichian, R.2    Yongmanitchai, W.3    Kawasaki, H.4
  • 28
  • 30
    • 78651514351 scopus 로고    scopus 로고
    • Bioconversion of crude glycerol to glycolipids in Ustilago maydis
    • Liu Y., Koh C.M., Ji L. Bioconversion of crude glycerol to glycolipids in Ustilago maydis. Bioresource Technology 2011, 102:3927-3933.
    • (2011) Bioresource Technology , vol.102 , pp. 3927-3933
    • Liu, Y.1    Koh, C.M.2    Ji, L.3
  • 31
    • 84873086726 scopus 로고    scopus 로고
    • Industrial waste utilization for low-cost production of raw material oil through microbial fermentation
    • Louhasakul Y., Cheirsilp B. Industrial waste utilization for low-cost production of raw material oil through microbial fermentation. Applied Biochemistry and Biotechnology 2013, 169:110-122.
    • (2013) Applied Biochemistry and Biotechnology , vol.169 , pp. 110-122
    • Louhasakul, Y.1    Cheirsilp, B.2
  • 32
    • 0029929831 scopus 로고    scopus 로고
    • Isolation and characterization of a δ-9 fatty acid desaturase gene from the oleaginous yeast Cryptococcus curvatus CBS 570
    • Meesters P.A.E.P., Eggink G. Isolation and characterization of a δ-9 fatty acid desaturase gene from the oleaginous yeast Cryptococcus curvatus CBS 570. Yeast 1996, 12:723-730.
    • (1996) Yeast , vol.12 , pp. 723-730
    • Meesters, P.A.E.P.1    Eggink, G.2
  • 33
    • 0029882601 scopus 로고    scopus 로고
    • High-cell-density cultivation of the lipid accumulating yeast Cryptococcus curvatus using glycerol as a carbon source
    • Meesters P.A.E.P., Huijberts G.N.M., Eggink G. High-cell-density cultivation of the lipid accumulating yeast Cryptococcus curvatus using glycerol as a carbon source. Applied Microbiology and Biotechnology 1996, 45:575-579.
    • (1996) Applied Microbiology and Biotechnology , vol.45 , pp. 575-579
    • Meesters, P.A.E.P.1    Huijberts, G.N.M.2    Eggink, G.3
  • 35
    • 84924202310 scopus 로고    scopus 로고
    • Lipid production in the under-characterized oleaginous yeasts, Rhodosporidium babjevae and Rhodosporidium diobovatum, from biodiesel-derived waste glycerol
    • Munch G., Sestric R., Sparling R., Levin D.B., Cicek N. Lipid production in the under-characterized oleaginous yeasts, Rhodosporidium babjevae and Rhodosporidium diobovatum, from biodiesel-derived waste glycerol. Bioresource Technology 2015, 185:49-55.
    • (2015) Bioresource Technology , vol.185 , pp. 49-55
    • Munch, G.1    Sestric, R.2    Sparling, R.3    Levin, D.B.4    Cicek, N.5
  • 37
    • 84857994629 scopus 로고    scopus 로고
    • Phylogenetic and biochemical characterization of the oil-producing yeast Lipomyces starkeyi
    • Oguri E., Masaki K., Naganuma T., Iefuji H. Phylogenetic and biochemical characterization of the oil-producing yeast Lipomyces starkeyi. Antonie van Leeuwenhoek 2012, 101:359-368.
    • (2012) Antonie van Leeuwenhoek , vol.101 , pp. 359-368
    • Oguri, E.1    Masaki, K.2    Naganuma, T.3    Iefuji, H.4
  • 38
    • 70349384775 scopus 로고    scopus 로고
    • Isolation of the oleaginous yeasts from the soil and studies of their lipid-producing capacities
    • Pan L.X., Yang D.F., Shao L., Li W., Chen G.G., Liang Z.Q. Isolation of the oleaginous yeasts from the soil and studies of their lipid-producing capacities. Food Technology and Biotechnology 2009, 47:215-220.
    • (2009) Food Technology and Biotechnology , vol.47 , pp. 215-220
    • Pan, L.X.1    Yang, D.F.2    Shao, L.3    Li, W.4    Chen, G.G.5    Liang, Z.Q.6
  • 39
    • 0036138566 scopus 로고    scopus 로고
    • Lipid production by Yarrowia lipolytica growing on industrial glycerol in a single-stage continuous culture
    • Papanikolaou S., Aggelis G. Lipid production by Yarrowia lipolytica growing on industrial glycerol in a single-stage continuous culture. Bioresource Technology 2002, 82:43-49.
    • (2002) Bioresource Technology , vol.82 , pp. 43-49
    • Papanikolaou, S.1    Aggelis, G.2
  • 40
    • 80051682084 scopus 로고    scopus 로고
    • Lipids of oleaginous yeasts. Part I: biochemistry of single cell oil production
    • Papanikolaou S., Aggelis G. Lipids of oleaginous yeasts. Part I: biochemistry of single cell oil production. European Journal of Lipid Science and Technology 2011, 113:1031-1051.
    • (2011) European Journal of Lipid Science and Technology , vol.113 , pp. 1031-1051
    • Papanikolaou, S.1    Aggelis, G.2
  • 41
    • 84898011859 scopus 로고    scopus 로고
    • Microbial lipid produced by Yarrowia lipolytica QU21 using industrial waste: a potential feedstock for biodiesel production
    • Poli J.S., da Silva M.A., Siqueira E.P., Pasa V.M., Rosa C.A., Valente P. Microbial lipid produced by Yarrowia lipolytica QU21 using industrial waste: a potential feedstock for biodiesel production. Bioresource Technology 2014, 161:320-326.
    • (2014) Bioresource Technology , vol.161 , pp. 320-326
    • Poli, J.S.1    da Silva, M.A.2    Siqueira, E.P.3    Pasa, V.M.4    Rosa, C.A.5    Valente, P.6
  • 43
    • 0026342913 scopus 로고
    • Microorganisms for lipids
    • Ratledge C. Microorganisms for lipids. Acta Biotechnologica 1991, 11:429-438.
    • (1991) Acta Biotechnologica , vol.11 , pp. 429-438
    • Ratledge, C.1
  • 44
    • 67349104744 scopus 로고    scopus 로고
    • Microbial and algal oils: do they have a future for biodiesel or as commodity oils?
    • Ratledge C., Cohen Z. Microbial and algal oils: do they have a future for biodiesel or as commodity oils?. Lipid Technology 2008, 20:155-160.
    • (2008) Lipid Technology , vol.20 , pp. 155-160
    • Ratledge, C.1    Cohen, Z.2
  • 46
    • 78650246136 scopus 로고    scopus 로고
    • Potential use of oleaginous red yeast Rhodotorula glutinis for the bioconversion of crude glycerol from biodiesel plant to lipids and carotenoids
    • Saenge C., Cheirsilp B., Suksaroge T.T., Bourtoom T. Potential use of oleaginous red yeast Rhodotorula glutinis for the bioconversion of crude glycerol from biodiesel plant to lipids and carotenoids. Process Biochemistry 2011, 46:210-218.
    • (2011) Process Biochemistry , vol.46 , pp. 210-218
    • Saenge, C.1    Cheirsilp, B.2    Suksaroge, T.T.3    Bourtoom, T.4
  • 47
    • 80053576998 scopus 로고    scopus 로고
    • Rhodosporidium Banno
    • Elsevier, Amsterdam, C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.)
    • Sampaio J.P. Rhodosporidium Banno. The Yeasts, a Taxonomic Study 2011, 1523-1539. Elsevier, Amsterdam. 5th edn. C.P. Kurtzman, J.W. Fell, T. Boekhout (Eds.).
    • (2011) The Yeasts, a Taxonomic Study , pp. 1523-1539
    • Sampaio, J.P.1
  • 48
    • 84906324748 scopus 로고    scopus 로고
    • Impurities of crude glycerol and their effect on metabolite production
    • Samul D., Leja K., Grajek W. Impurities of crude glycerol and their effect on metabolite production. Annals of Microbiology 2014, 64:891-898.
    • (2014) Annals of Microbiology , vol.64 , pp. 891-898
    • Samul, D.1    Leja, K.2    Grajek, W.3
  • 49
    • 84899659476 scopus 로고    scopus 로고
    • Characterization of newly isolated oleaginous yeasts - Cryptococcus podzolicus, Trichosporon porosum and Pichia segobiensis
    • Schulze I., Hansen S., Großhans S., Rudszuck T., Ochsenreither K., Syldatk C., Neumann A. Characterization of newly isolated oleaginous yeasts - Cryptococcus podzolicus, Trichosporon porosum and Pichia segobiensis. AMB Express 2014, 4:24.
    • (2014) AMB Express , vol.4 , pp. 24
    • Schulze, I.1    Hansen, S.2    Großhans, S.3    Rudszuck, T.4    Ochsenreither, K.5    Syldatk, C.6    Neumann, A.7
  • 52
    • 84924865807 scopus 로고    scopus 로고
    • Lipid production by yeasts growing on biodiesel-derived crude glycerol: strain selection and impact of substrate concentration on the fermentation efficiency
    • Tchakouteu S.S., Kalantzi O., Gardeli C., Koutinas A.A., Aggelis G., Papanikolaou S. Lipid production by yeasts growing on biodiesel-derived crude glycerol: strain selection and impact of substrate concentration on the fermentation efficiency. Journal of Applied Microbiology 2015, 118:911-927.
    • (2015) Journal of Applied Microbiology , vol.118 , pp. 911-927
    • Tchakouteu, S.S.1    Kalantzi, O.2    Gardeli, C.3    Koutinas, A.A.4    Aggelis, G.5    Papanikolaou, S.6
  • 53
    • 84873721176 scopus 로고    scopus 로고
    • Microbial oil produced from biodiesel by-products could enhance overall production
    • Uckun Kiran E., Trzcinski A., Webb C. Microbial oil produced from biodiesel by-products could enhance overall production. Bioresource Technology 2013, 129:650-654.
    • (2013) Bioresource Technology , vol.129 , pp. 650-654
    • Uckun Kiran, E.1    Trzcinski, A.2    Webb, C.3
  • 54
    • 84866149810 scopus 로고    scopus 로고
    • High level lipid production by a novel inulinase-producing yeast Pichia guilliermondii Pcla22
    • Wang G.Y., Chi Z., Song B., Wang Z.P., Chi Z.M. High level lipid production by a novel inulinase-producing yeast Pichia guilliermondii Pcla22. Bioresource Technology 2012, 124:77-82.
    • (2012) Bioresource Technology , vol.124 , pp. 77-82
    • Wang, G.Y.1    Chi, Z.2    Song, B.3    Wang, Z.P.4    Chi, Z.M.5
  • 55
    • 84859935262 scopus 로고    scopus 로고
    • Microbial conversion of biodiesel byproduct glycerol to triacylglycerols by oleaginous yeast Rhodosporidium toruloides and the individual effect of some impurities on lipid production
    • Xu J., Zhao X., Wang W., Du W., Liu D. Microbial conversion of biodiesel byproduct glycerol to triacylglycerols by oleaginous yeast Rhodosporidium toruloides and the individual effect of some impurities on lipid production. Biochemical Engineering Journal 2012, 65:30-36.
    • (2012) Biochemical Engineering Journal , vol.65 , pp. 30-36
    • Xu, J.1    Zhao, X.2    Wang, W.3    Du, W.4    Liu, D.5
  • 56
    • 84907373071 scopus 로고    scopus 로고
    • Recycling biodiesel-derived glycerol by the oleaginous yeast Rhodosporidium toruloides Y4 through the two-stage lipid production process
    • Yang X., Jinb G., Gongb Z., Shenb H., Baia F., Zhaob Z.K. Recycling biodiesel-derived glycerol by the oleaginous yeast Rhodosporidium toruloides Y4 through the two-stage lipid production process. Biochemical Engineering Journal 2014, 91:86-91.
    • (2014) Biochemical Engineering Journal , vol.91 , pp. 86-91
    • Yang, X.1    Jinb, G.2    Gongb, Z.3    Shenb, H.4    Baia, F.5    Zhaob, Z.K.6
  • 57
    • 45449083433 scopus 로고    scopus 로고
    • Efficient lipid production with Trichosporon fermentans and its use for biodiesel preparation
    • Zhu L.Y., Zong M.H., Wu H. Efficient lipid production with Trichosporon fermentans and its use for biodiesel preparation. Bioresource Technology 2008, 99:7881-7885.
    • (2008) Bioresource Technology , vol.99 , pp. 7881-7885
    • Zhu, L.Y.1    Zong, M.H.2    Wu, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.