Identification of neuron-related genes for cell therapy of neurological disorders by network analysis

被引:5
作者
Su, Li-ning [1 ]
Song, Xiao-qing [1 ]
Wei, Hui-ping [1 ]
Yin, Hai-feng [1 ]
机构
[1] Hebei North Univ, Dept Biol, Zhangjiakou 075029, Peoples R China
来源
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B | 2017年 / 18卷 / 02期
关键词
Neuronal differentiation; Bone mesenchymal stem cells (BMSCs); Protein-protein interaction network; Differentially expressed genes; MESENCHYMAL STEM-CELLS; FIBROBLAST-GROWTH-FACTOR; SEMAPHORIN; 3A; ADULT NEUROGENESIS; PROGENITOR CELLS; RETINOIC ACID; DIFFERENTIATION; EXPRESSION; MOUSE; RECEPTOR;
D O I
10.1631/jzus.B1600109
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Bone mesenchymal stem cells (BMSCs) differentiated into neurons have been widely proposed for use in cell therapy of many neurological disorders. It is therefore important to understand the molecular mechanisms underlying this differentiation. We screened differentially expressed genes between immature neural tissues and untreated BMSCs to identify the genes responsible for neuronal differentiation from BMSCs. GSE68243 gene microarray data of rat BMSCs and GSE18860 gene microarray data of rat neurons were received from the Gene Expression Omnibus database. Transcriptome Analysis Console software showed that 1248 genes were up-regulated and 1273 were down-regulated in neurons compared with BMSCs. Gene Ontology functional enrichment, protein-protein interaction networks, functional modules, and hub genes were analyzed using DAVID, STRING 10, BiNGO tool, and Network Analyzer software, revealing that nine hub genes, Nrcam, Sema3a, Mapk8, Dlg4, Slit1, Creb1, Ntrk2, Cntn2, and Pax6, may play a pivotal role in neuronal differentiation from BMSCs. Seven genes, Dcx, Nrcam, Sema3a, Cntn2, Slit1, Ephb1, and Pax6, were shown to be hub nodes within the neuronal development network, while six genes, Fgf2, Tgf beta 1, Vegfa, Serpine1, Il6, and Stat1, appeared to play an important role in suppressing neuronal differentiation. However, additional studies are required to confirm these results.
引用
收藏
页码:172 / 182
页数:11
相关论文
共 39 条
[1]   Interferon-gamma inhibits the neuronal differentiation of neural progenitor cells by inhibiting the expression of Neurogenin2 via the JAK/STAT1 pathway [J].
Ahn, Jyhyun ;
Lee, Junsub ;
Kim, Sunyoung .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2015, 466 (01) :52-59
[2]   Computing topological parameters of biological networks [J].
Assenov, Yassen ;
Ramirez, Fidel ;
Schelhorn, Sven-Eric ;
Lengauer, Thomas ;
Albrecht, Mario .
BIOINFORMATICS, 2008, 24 (02) :282-284
[3]   Neuron-like Differentiation of Bone Marrow-Derived Mesenchymal Stem Cells [J].
Bae, Keum Seok ;
Park, Joon Beom ;
Kim, Hyun Soo ;
Kim, Dae Sung ;
Park, Dong Jun ;
Kang, Seong Joon .
YONSEI MEDICAL JOURNAL, 2011, 52 (03) :401-412
[4]   Microglia derived IL-6 suppresses neurosphere generation from adult human retinal cell suspensions [J].
Balasubramaniam, Balini ;
Carter, Debra A. ;
Mayer, Eric J. ;
Dick, Andrew D. .
EXPERIMENTAL EYE RESEARCH, 2009, 89 (05) :757-766
[5]   Abnormal Neuronal Migration Changes the Fate of Developing Neurons in the Postnatal Olfactory Bulb [J].
Belvindrah, Richard ;
Nissant, Antoine ;
Lledo, Pierre-Marie .
JOURNAL OF NEUROSCIENCE, 2011, 31 (20) :7551-7562
[6]   Neurogenic potential of human mesenchymal stem cells revisited: analysis by immunostaining, time-lapse video and microarray [J].
Bertani, N ;
Malatesta, P ;
Volpi, G ;
Sonego, P ;
Perris, R .
JOURNAL OF CELL SCIENCE, 2005, 118 (17) :3925-3936
[7]   Transient expression of doublecortin during adult neurogenesis [J].
Brown, JP ;
Couillard-Després, S ;
Cooper-Kuhn, CM ;
Winkler, J ;
Aigner, L ;
Kuhn, HG .
JOURNAL OF COMPARATIVE NEUROLOGY, 2003, 467 (01) :1-10
[8]   Random/aligned electrospun PCL/PCL-collagen nanofibrous membranes: comparison of neural differentiation of rat AdMSCs and BMSCs [J].
Capkin, Merve ;
Cakmak, Soner ;
Kurt, Feyzan Ozdal ;
Gumusderelioglu, Menemse ;
Sen, B. Hakan ;
Turk, B. Tugba ;
Deliloglu-Gurhan, S. Ismet .
BIOMEDICAL MATERIALS, 2012, 7 (04)
[9]   Changes in expression of Slit1 and its receptor Robo2 in trigeminal ganglion and inferior alveolar nerve following inferior alveolar nerve axotomy in adult rats: a pilot study [J].
Ceber, M. ;
Mihmanli, A. ;
Kilic, U. ;
Sener, U. ;
Yuksek, A. ;
Durak, M. A. ;
Tulubas, F. .
INTERNATIONAL JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY, 2015, 44 (04) :518-527
[10]   Neural Cell Adhesion Molecule NrCAM Regulates Semaphorin 3F-Induced Dendritic Spine Remodeling [J].
Demyanenko, Galina P. ;
Mohan, Vishwa ;
Zhang, Xuying ;
Brennaman, Leann H. ;
Dharbal, Katherine E. S. ;
Tran, Tracy S. ;
Manis, Paul B. ;
Maness, Patricia F. .
JOURNAL OF NEUROSCIENCE, 2014, 34 (34) :11274-11287