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Volumn 22, Issue 5, 2018, Pages 684-697.e9

Efficient Generation of CA3 Neurons from Human Pluripotent Stem Cells Enables Modeling of Hippocampal Connectivity In Vitro

Author keywords

CA3; DG; disease in a dish; hippocampus; neuronal diversity; pyramidal neurons; rabies tracing; schizophrenia; single cell sequencing; synaptic connectivity

Indexed keywords

BRAIN DERIVED NEUROTROPHIC FACTOR; CYCLIC AMP; SECRETAGOGIN; TRANSCRIPTOME; VESICULAR GLUTAMATE TRANSPORTER 1;

EID: 85046167409     PISSN: 19345909     EISSN: 18759777     Source Type: Journal    
DOI: 10.1016/j.stem.2018.04.009     Document Type: Article
Times cited : (104)

References (66)
  • 1
    • 84904043729 scopus 로고    scopus 로고
    • Combinatorial expression of Lef1, Lhx2, Lhx5, Lhx9, Lmo3, Lmo4, and Prox1 helps to identify comparable subdivisions in the developing hippocampal formation of mouse and chicken
    • Abellán, A., Desfilis, E., Medina, L., Combinatorial expression of Lef1, Lhx2, Lhx5, Lhx9, Lmo3, Lmo4, and Prox1 helps to identify comparable subdivisions in the developing hippocampal formation of mouse and chicken. Front. Neuroanat., 8, 2014, 59.
    • (2014) Front. Neuroanat. , vol.8 , pp. 59
    • Abellán, A.1    Desfilis, E.2    Medina, L.3
  • 2
    • 0028948389 scopus 로고
    • Gene expression for glutamic acid decarboxylase is reduced without loss of neurons in prefrontal cortex of schizophrenics
    • Akbarian, S., Kim, J.J., Potkin, S.G., Hagman, J.O., Tafazzoli, A., Bunney, W.E. Jr., Jones, E.G., Gene expression for glutamic acid decarboxylase is reduced without loss of neurons in prefrontal cortex of schizophrenics. Arch. Gen. Psychiatry 52 (1995), 258–266.
    • (1995) Arch. Gen. Psychiatry , vol.52 , pp. 258-266
    • Akbarian, S.1    Kim, J.J.2    Potkin, S.G.3    Hagman, J.O.4    Tafazzoli, A.5    Bunney, W.E.6    Jones, E.G.7
  • 3
    • 0024842108 scopus 로고
    • The three-dimensional organization of the hippocampal formation: a review of anatomical data
    • Amaral, D.G., Witter, M.P., The three-dimensional organization of the hippocampal formation: a review of anatomical data. Neuroscience 31 (1989), 571–591.
    • (1989) Neuroscience , vol.31 , pp. 571-591
    • Amaral, D.G.1    Witter, M.P.2
  • 5
    • 84928987900 scopus 로고    scopus 로고
    • HTSeq–a Python framework to work with high-throughput sequencing data
    • Anders, S., Pyl, P.T., Huber, W., HTSeq–a Python framework to work with high-throughput sequencing data. Bioinformatics 31 (2015), 166–169.
    • (2015) Bioinformatics , vol.31 , pp. 166-169
    • Anders, S.1    Pyl, P.T.2    Huber, W.3
  • 6
    • 0029919164 scopus 로고    scopus 로고
    • Human fetal hippocampal development: II. The neuronal cytoskeleton
    • Arnold, S.E., Trojanowski, J.Q., Human fetal hippocampal development: II. The neuronal cytoskeleton. J. Comp. Neurol. 367 (1996), 293–307.
    • (1996) J. Comp. Neurol. , vol.367 , pp. 293-307
    • Arnold, S.E.1    Trojanowski, J.Q.2
  • 7
    • 84959536508 scopus 로고    scopus 로고
    • Pluripotent stem cells in disease modelling and drug discovery
    • Avior, Y., Sagi, I., Benvenisty, N., Pluripotent stem cells in disease modelling and drug discovery. Nat. Rev. Mol. Cell Biol. 17 (2016), 170–182.
    • (2016) Nat. Rev. Mol. Cell Biol. , vol.17 , pp. 170-182
    • Avior, Y.1    Sagi, I.2    Benvenisty, N.3
  • 8
    • 0032933045 scopus 로고    scopus 로고
    • Characterization of Lhx9, a novel LIM/homeobox gene expressed by the pioneer neurons in the mouse cerebral cortex
    • Bertuzzi, S., Porter, F.D., Pitts, A., Kumar, M., Agulnick, A., Wassif, C., Westphal, H., Characterization of Lhx9, a novel LIM/homeobox gene expressed by the pioneer neurons in the mouse cerebral cortex. Mech. Dev. 81 (1999), 193–198.
    • (1999) Mech. Dev. , vol.81 , pp. 193-198
    • Bertuzzi, S.1    Porter, F.D.2    Pitts, A.3    Kumar, M.4    Agulnick, A.5    Wassif, C.6    Westphal, H.7
  • 10
    • 81855206193 scopus 로고    scopus 로고
    • Concise review: the promise of human induced pluripotent stem cell-based studies of schizophrenia
    • Brennand, K.J., Gage, F.H., Concise review: the promise of human induced pluripotent stem cell-based studies of schizophrenia. Stem Cells 29 (2011), 1915–1922.
    • (2011) Stem Cells , vol.29 , pp. 1915-1922
    • Brennand, K.J.1    Gage, F.H.2
  • 13
    • 84964426047 scopus 로고    scopus 로고
    • Hipposeq: a comprehensive RNA-seq database of gene expression in hippocampal principal neurons
    • Cembrowski, M.S., Wang, L., Sugino, K., Shields, B.C., Spruston, N., Hipposeq: a comprehensive RNA-seq database of gene expression in hippocampal principal neurons. eLife, 5, 2016, e14997.
    • (2016) eLife , vol.5 , pp. e14997
    • Cembrowski, M.S.1    Wang, L.2    Sugino, K.3    Shields, B.C.4    Spruston, N.5
  • 14
    • 0142197151 scopus 로고    scopus 로고
    • Verbal declarative memory dysfunction in schizophrenia: from clinical assessment to genetics and brain mechanisms
    • Cirillo, M.A., Seidman, L.J., Verbal declarative memory dysfunction in schizophrenia: from clinical assessment to genetics and brain mechanisms. Neuropsychol. Rev. 13 (2003), 43–77.
    • (2003) Neuropsychol. Rev. , vol.13 , pp. 43-77
    • Cirillo, M.A.1    Seidman, L.J.2
  • 16
    • 67650925051 scopus 로고    scopus 로고
    • Genomic-anatomic evidence for distinct functional domains in hippocampal field CA1
    • Dong, H.W., Swanson, L.W., Chen, L., Fanselow, M.S., Toga, A.W., Genomic-anatomic evidence for distinct functional domains in hippocampal field CA1. Proc. Natl. Acad. Sci. USA 106 (2009), 11794–11799.
    • (2009) Proc. Natl. Acad. Sci. USA , vol.106 , pp. 11794-11799
    • Dong, H.W.1    Swanson, L.W.2    Chen, L.3    Fanselow, M.S.4    Toga, A.W.5
  • 18
    • 84860233475 scopus 로고    scopus 로고
    • Mouse embryonic stem cell culture for generation of three-dimensional retinal and cortical tissues
    • Eiraku, M., Sasai, Y., Mouse embryonic stem cell culture for generation of three-dimensional retinal and cortical tissues. Nat. Protoc. 7 (2011), 69–79.
    • (2011) Nat. Protoc. , vol.7 , pp. 69-79
    • Eiraku, M.1    Sasai, Y.2
  • 19
    • 0033950382 scopus 로고    scopus 로고
    • Hippocampus development and generation of dentate gyrus granule cells is regulated by LEF1
    • Galceran, J., Miyashita-Lin, E.M., Devaney, E., Rubenstein, J.L., Grosschedl, R., Hippocampus development and generation of dentate gyrus granule cells is regulated by LEF1. Development 127 (2000), 469–482.
    • (2000) Development , vol.127 , pp. 469-482
    • Galceran, J.1    Miyashita-Lin, E.M.2    Devaney, E.3    Rubenstein, J.L.4    Grosschedl, R.5
  • 20
    • 0035884891 scopus 로고    scopus 로고
    • Dentate gyrus and ca1 ensemble activity during spatial reference frame shifts in the presence and absence of visual input
    • Gothard, K.M., Hoffman, K.L., Battaglia, F.P., McNaughton, B.L., Dentate gyrus and ca1 ensemble activity during spatial reference frame shifts in the presence and absence of visual input. J. Neurosci. 21 (2001), 7284–7292.
    • (2001) J. Neurosci. , vol.21 , pp. 7284-7292
    • Gothard, K.M.1    Hoffman, K.L.2    Battaglia, F.P.3    McNaughton, B.L.4
  • 21
    • 84876004372 scopus 로고    scopus 로고
    • A sensitive period for GABAergic interneurons in the dentate gyrus in modulating sensorimotor gating
    • Guo, N., Yoshizaki, K., Kimura, R., Suto, F., Yanagawa, Y., Osumi, N., A sensitive period for GABAergic interneurons in the dentate gyrus in modulating sensorimotor gating. J. Neurosci. 33 (2013), 6691–6704.
    • (2013) J. Neurosci. , vol.33 , pp. 6691-6704
    • Guo, N.1    Yoshizaki, K.2    Kimura, R.3    Suto, F.4    Yanagawa, Y.5    Osumi, N.6
  • 23
    • 0037705995 scopus 로고    scopus 로고
    • Gene expression deficits in a subclass of GABA neurons in the prefrontal cortex of subjects with schizophrenia
    • Hashimoto, T., Volk, D.W., Eggan, S.M., Mirnics, K., Pierri, J.N., Sun, Z., Sampson, A.R., Lewis, D.A., Gene expression deficits in a subclass of GABA neurons in the prefrontal cortex of subjects with schizophrenia. J. Neurosci. 23 (2003), 6315–6326.
    • (2003) J. Neurosci. , vol.23 , pp. 6315-6326
    • Hashimoto, T.1    Volk, D.W.2    Eggan, S.M.3    Mirnics, K.4    Pierri, J.N.5    Sun, Z.6    Sampson, A.R.7    Lewis, D.A.8
  • 24
  • 25
    • 77952567987 scopus 로고    scopus 로고
    • Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities
    • Heinz, S., Benner, C., Spann, N., Bertolino, E., Lin, Y.C., Laslo, P., Cheng, J.X., Murre, C., Singh, H., Glass, C.K., Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities. Mol. Cell 38 (2010), 576–589.
    • (2010) Mol. Cell , vol.38 , pp. 576-589
    • Heinz, S.1    Benner, C.2    Spann, N.3    Bertolino, E.4    Lin, Y.C.5    Laslo, P.6    Cheng, J.X.7    Murre, C.8    Singh, H.9    Glass, C.K.10
  • 26
    • 84908030684 scopus 로고    scopus 로고
    • Human iPSC neurons display activity-dependent neurotransmitter secretion: aberrant catecholamine levels in schizophrenia neurons
    • Hook, V., Brennand, K.J., Kim, Y., Toneff, T., Funkelstein, L., Lee, K.C., Ziegler, M., Gage, F.H., Human iPSC neurons display activity-dependent neurotransmitter secretion: aberrant catecholamine levels in schizophrenia neurons. Stem Cell Reports 3 (2014), 531–538.
    • (2014) Stem Cell Reports , vol.3 , pp. 531-538
    • Hook, V.1    Brennand, K.J.2    Kim, Y.3    Toneff, T.4    Funkelstein, L.5    Lee, K.C.6    Ziegler, M.7    Gage, F.H.8
  • 27
    • 0025297008 scopus 로고
    • Organization of intrahippocampal projections originating from CA3 pyramidal cells in the rat
    • Ishizuka, N., Weber, J., Amaral, D.G., Organization of intrahippocampal projections originating from CA3 pyramidal cells in the rat. J. Comp. Neurol. 295 (1990), 580–623.
    • (1990) J. Comp. Neurol. , vol.295 , pp. 580-623
    • Ishizuka, N.1    Weber, J.2    Amaral, D.G.3
  • 28
    • 84864317914 scopus 로고    scopus 로고
    • Prox1 postmitotically defines dentate gyrus cells by specifying granule cell identity over CA3 pyramidal cell fate in the hippocampus
    • Iwano, T., Masuda, A., Kiyonari, H., Enomoto, H., Matsuzaki, F., Prox1 postmitotically defines dentate gyrus cells by specifying granule cell identity over CA3 pyramidal cell fate in the hippocampus. Development 139 (2012), 3051–3062.
    • (2012) Development , vol.139 , pp. 3051-3062
    • Iwano, T.1    Masuda, A.2    Kiyonari, H.3    Enomoto, H.4    Matsuzaki, F.5
  • 29
    • 0027156030 scopus 로고
    • Spatial selectivity of unit activity in the hippocampal granular layer
    • Jung, M.W., McNaughton, B.L., Spatial selectivity of unit activity in the hippocampal granular layer. Hippocampus 3 (1993), 165–182.
    • (1993) Hippocampus , vol.3 , pp. 165-182
    • Jung, M.W.1    McNaughton, B.L.2
  • 31
    • 84862778621 scopus 로고    scopus 로고
    • Integrated microfluidics platforms for investigating injury and regeneration of CNS axons
    • Kim, H.J., Park, J.W., Byun, J.H., Vahidi, B., Rhee, S.W., Jeon, N.L., Integrated microfluidics platforms for investigating injury and regeneration of CNS axons. Ann. Biomed. Eng. 40 (2012), 1268–1276.
    • (2012) Ann. Biomed. Eng. , vol.40 , pp. 1268-1276
    • Kim, H.J.1    Park, J.W.2    Byun, J.H.3    Vahidi, B.4    Rhee, S.W.5    Jeon, N.L.6
  • 32
    • 19444367751 scopus 로고    scopus 로고
    • Emx2 and Pax6 function in cooperation with Otx2 and Otx1 to develop caudal forebrain primordium that includes future archipallium
    • Kimura, J., Suda, Y., Kurokawa, D., Hossain, Z.M., Nakamura, M., Takahashi, M., Hara, A., Aizawa, S., Emx2 and Pax6 function in cooperation with Otx2 and Otx1 to develop caudal forebrain primordium that includes future archipallium. J. Neurosci. 25 (2005), 5097–5108.
    • (2005) J. Neurosci. , vol.25 , pp. 5097-5108
    • Kimura, J.1    Suda, Y.2    Kurokawa, D.3    Hossain, Z.M.4    Nakamura, M.5    Takahashi, M.6    Hara, A.7    Aizawa, S.8
  • 35
    • 34250643126 scopus 로고    scopus 로고
    • Decreased numerical density of CA3 hippocampal mossy fiber synapses in schizophrenia
    • Kolomeets, N.S., Orlovskaya, D.D., Uranova, N.A., Decreased numerical density of CA3 hippocampal mossy fiber synapses in schizophrenia. Synapse 61 (2007), 615–621.
    • (2007) Synapse , vol.61 , pp. 615-621
    • Kolomeets, N.S.1    Orlovskaya, D.D.2    Uranova, N.A.3
  • 36
    • 84904396621 scopus 로고    scopus 로고
    • Organogenesis in a dish: modeling development and disease using organoid technologies
    • Lancaster, M.A., Knoblich, J.A., Organogenesis in a dish: modeling development and disease using organoid technologies. Science, 345, 2014, 1247125.
    • (2014) Science , vol.345 , pp. 1247125
    • Lancaster, M.A.1    Knoblich, J.A.2
  • 38
    • 0033966405 scopus 로고    scopus 로고
    • A local Wnt-3a signal is required for development of the mammalian hippocampus
    • Lee, S.M., Tole, S., Grove, E., McMahon, A.P., A local Wnt-3a signal is required for development of the mammalian hippocampus. Development 127 (2000), 457–467.
    • (2000) Development , vol.127 , pp. 457-467
    • Lee, S.M.1    Tole, S.2    Grove, E.3    McMahon, A.P.4
  • 39
    • 84855307242 scopus 로고    scopus 로고
    • Cortical parvalbumin interneurons and cognitive dysfunction in schizophrenia
    • Lewis, D.A., Curley, A.A., Glausier, J.R., Volk, D.W., Cortical parvalbumin interneurons and cognitive dysfunction in schizophrenia. Trends Neurosci. 35 (2012), 57–67.
    • (2012) Trends Neurosci. , vol.35 , pp. 57-67
    • Lewis, D.A.1    Curley, A.A.2    Glausier, J.R.3    Volk, D.W.4
  • 41
    • 82255175070 scopus 로고    scopus 로고
    • Specification of neuronal and glial subtypes from human pluripotent stem cells
    • Liu, H., Zhang, S.C., Specification of neuronal and glial subtypes from human pluripotent stem cells. Cell. Mol. Life Sci. 68 (2011), 3995–4008.
    • (2011) Cell. Mol. Life Sci. , vol.68 , pp. 3995-4008
    • Liu, H.1    Zhang, S.C.2
  • 42
    • 78149488365 scopus 로고    scopus 로고
    • A model for neural development and treatment of Rett syndrome using human induced pluripotent stem cells
    • Marchetto, M.C., Carromeu, C., Acab, A., Yu, D., Yeo, G.W., Mu, Y., Chen, G., Gage, F.H., Muotri, A.R., A model for neural development and treatment of Rett syndrome using human induced pluripotent stem cells. Cell 143 (2010), 527–539.
    • (2010) Cell , vol.143 , pp. 527-539
    • Marchetto, M.C.1    Carromeu, C.2    Acab, A.3    Yu, D.4    Yeo, G.W.5    Mu, Y.6    Chen, G.7    Gage, F.H.8    Muotri, A.R.9
  • 44
    • 0027533287 scopus 로고
    • Regional distribution of neural cell adhesion molecule (N-CAM) and L1 in human and rodent hippocampus
    • Miller, P.D., Chung, W.W., Lagenaur, C.F., DeKosky, S.T., Regional distribution of neural cell adhesion molecule (N-CAM) and L1 in human and rodent hippocampus. J. Comp. Neurol. 327 (1993), 341–349.
    • (1993) J. Comp. Neurol. , vol.327 , pp. 341-349
    • Miller, P.D.1    Chung, W.W.2    Lagenaur, C.F.3    DeKosky, S.T.4
  • 49
    • 84884669370 scopus 로고    scopus 로고
    • Abnormal neuronal differentiation and mitochondrial dysfunction in hair follicle-derived induced pluripotent stem cells of schizophrenia patients
    • Robicsek, O., Karry, R., Petit, I., Salman-Kesner, N., Müller, F.J., Klein, E., Aberdam, D., Ben-Shachar, D., Abnormal neuronal differentiation and mitochondrial dysfunction in hair follicle-derived induced pluripotent stem cells of schizophrenia patients. Mol. Psychiatry 18 (2013), 1067–1076.
    • (2013) Mol. Psychiatry , vol.18 , pp. 1067-1076
    • Robicsek, O.1    Karry, R.2    Petit, I.3    Salman-Kesner, N.4    Müller, F.J.5    Klein, E.6    Aberdam, D.7    Ben-Shachar, D.8
  • 50
    • 84994005746 scopus 로고    scopus 로고
    • Potential synaptic connectivity of different neurons onto pyramidal cells in a 3D reconstruction of the rat hippocampus
    • Ropireddy, D., Ascoli, G.A., Potential synaptic connectivity of different neurons onto pyramidal cells in a 3D reconstruction of the rat hippocampus. Front. Neuroinform., 5, 2011, 5.
    • (2011) Front. Neuroinform. , vol.5 , pp. 5
    • Ropireddy, D.1    Ascoli, G.A.2
  • 51
    • 84947292300 scopus 로고    scopus 로고
    • Generation of functional hippocampal neurons from self-organizing human embryonic stem cell-derived dorsomedial telencephalic tissue
    • Sakaguchi, H., Kadoshima, T., Soen, M., Narii, N., Ishida, Y., Ohgushi, M., Takahashi, J., Eiraku, M., Sasai, Y., Generation of functional hippocampal neurons from self-organizing human embryonic stem cell-derived dorsomedial telencephalic tissue. Nat. Commun., 6, 2015, 8896.
    • (2015) Nat. Commun. , vol.6 , pp. 8896
    • Sakaguchi, H.1    Kadoshima, T.2    Soen, M.3    Narii, N.4    Ishida, Y.5    Ohgushi, M.6    Takahashi, J.7    Eiraku, M.8    Sasai, Y.9
  • 52
    • 84951958202 scopus 로고    scopus 로고
    • Synaptic activity: An emerging player in schizophrenia
    • Sarkar, A., Marchetto, M.C., Gage, F.H., Synaptic activity: An emerging player in schizophrenia. Brain Res. 1656 (2017), 68–75.
    • (2017) Brain Res. , vol.1656 , pp. 68-75
    • Sarkar, A.1    Marchetto, M.C.2    Gage, F.H.3
  • 53
    • 84867894485 scopus 로고    scopus 로고
    • Secretagogin is expressed in sensory CGRP neurons and in spinal cord of mouse and complements other calcium-binding proteins, with a note on rat and human
    • Shi, T.J., Xiang, Q., Zhang, M.D., Tortoriello, G., Hammarberg, H., Mulder, J., Fried, K., Wagner, L., Josephson, A., Uhlén, M., et al. Secretagogin is expressed in sensory CGRP neurons and in spinal cord of mouse and complements other calcium-binding proteins, with a note on rat and human. Mol. Pain, 8, 2012, 80.
    • (2012) Mol. Pain , vol.8 , pp. 80
    • Shi, T.J.1    Xiang, Q.2    Zhang, M.D.3    Tortoriello, G.4    Hammarberg, H.5    Mulder, J.6    Fried, K.7    Wagner, L.8    Josephson, A.9    Uhlén, M.10
  • 54
    • 80052962821 scopus 로고    scopus 로고
    • A pathophysiological framework of hippocampal dysfunction in ageing and disease
    • Small, S.A., Schobel, S.A., Buxton, R.B., Witter, M.P., Barnes, C.A., A pathophysiological framework of hippocampal dysfunction in ageing and disease. Nat. Rev. Neurosci. 12 (2011), 585–601.
    • (2011) Nat. Rev. Neurosci. , vol.12 , pp. 585-601
    • Small, S.A.1    Schobel, S.A.2    Buxton, R.B.3    Witter, M.P.4    Barnes, C.A.5
  • 57
    • 84946486216 scopus 로고    scopus 로고
    • Schizophrenia: evidence implicating hippocampal GluN2B protein and REST epigenetics in psychosis pathophysiology
    • Tamminga, C.A., Zukin, R.S., Schizophrenia: evidence implicating hippocampal GluN2B protein and REST epigenetics in psychosis pathophysiology. Neuroscience 309 (2015), 233–242.
    • (2015) Neuroscience , vol.309 , pp. 233-242
    • Tamminga, C.A.1    Zukin, R.S.2
  • 58
    • 77957952253 scopus 로고    scopus 로고
    • The hippocampal formation in schizophrenia
    • Tamminga, C.A., Stan, A.D., Wagner, A.D., The hippocampal formation in schizophrenia. Am. J. Psychiatry 167 (2010), 1178–1193.
    • (2010) Am. J. Psychiatry , vol.167 , pp. 1178-1193
    • Tamminga, C.A.1    Stan, A.D.2    Wagner, A.D.3
  • 64
    • 33646911081 scopus 로고    scopus 로고
    • Profile and regulation of apolipoprotein E (ApoE) expression in the CNS in mice with targeting of green fluorescent protein gene to the ApoE locus
    • Xu, Q., Bernardo, A., Walker, D., Kanegawa, T., Mahley, R.W., Huang, Y., Profile and regulation of apolipoprotein E (ApoE) expression in the CNS in mice with targeting of green fluorescent protein gene to the ApoE locus. J. Neurosci. 26 (2006), 4985–4994.
    • (2006) J. Neurosci. , vol.26 , pp. 4985-4994
    • Xu, Q.1    Bernardo, A.2    Walker, D.3    Kanegawa, T.4    Mahley, R.W.5    Huang, Y.6
  • 66
    • 0035905027 scopus 로고    scopus 로고
    • Transcriptional profiling reveals strict boundaries between hippocampal subregions
    • Zhao, X., Lein, E.S., He, A., Smith, S.C., Aston, C., Gage, F.H., Transcriptional profiling reveals strict boundaries between hippocampal subregions. J. Comp. Neurol. 441 (2001), 187–196.
    • (2001) J. Comp. Neurol. , vol.441 , pp. 187-196
    • Zhao, X.1    Lein, E.S.2    He, A.3    Smith, S.C.4    Aston, C.5    Gage, F.H.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.