Functional organization of the transcriptome in human brain

被引:576
作者
Oldham, Michael C. [1 ,2 ,3 ]
Konopka, Genevieve [2 ,3 ]
Iwamoto, Kazuya [4 ]
Langfelder, Peter [5 ]
Kato, Tadafumi [4 ]
Horvath, Steve [5 ,6 ]
Geschwind, Daniel H. [2 ,3 ,5 ]
机构
[1] Univ Calif Los Angeles, Interdepartmental Program Neurosci, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Program Neurogenet, Dept Neurol, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, David Geffen Sch Med, Los Angeles, CA 90095 USA
[4] RIKEN, Brain Sci Inst, Lab Mol Dynam Mental Disorders, Wako, Saitama 3510198, Japan
[5] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[6] Univ Calif Los Angeles, Dept Biostat, Sch Publ Hlth, Los Angeles, CA 90095 USA
关键词
D O I
10.1038/nn.2207
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The enormous complexity of the human brain ultimately derives from a finite set of molecular instructions encoded in the human genome. These instructions can be directly studied by exploring the organization of the brain's transcriptome through systematic analysis of gene coexpression relationships. We analyzed gene coexpression relationships in microarray data generated from specific human brain regions and identified modules of coexpressed genes that correspond to neurons, oligodendrocytes, astrocytes and microglia. These modules provide an initial description of the transcriptional programs that distinguish the major cell classes of the human brain and indicate that cell type-specific information can be obtained from whole brain tissue without isolating homogeneous populations of cells. Other modules corresponded to additional cell types, organelles, synaptic function, gender differences and the subventricular neurogenic niche. We found that subventricular zone astrocytes, which are thought to function as neural stem cells in adults, have a distinct gene expression pattern relative to protoplasmic astrocytes. Our findings provide a new foundation for neurogenetic inquiries by revealing a robust and previously unrecognized organization to the human brain transcriptome.
引用
收藏
页码:1271 / 1282
页数:12
相关论文
共 51 条
  • [11] Regional and cellular gene expression changes in human Huntington's disease brain
    Hodges, A
    Strand, AD
    Aragaki, AK
    Kuhn, A
    Sengstag, T
    Hughes, G
    Elliston, LA
    Hartog, C
    Goldstein, DR
    Thu, D
    Hollingsworth, ZR
    Collin, F
    Synek, B
    Holmans, PA
    Young, AB
    Wexler, NS
    Delorenzi, M
    Kooperberg, C
    Augood, SJ
    Faull, RLM
    Olson, JM
    Jones, L
    Luthi-Carter, R
    [J]. HUMAN MOLECULAR GENETICS, 2006, 15 (06) : 965 - 977
  • [12] Analysis of oncogenic signaling networks in glioblastoma identifies ASPM as a molecular target
    Horvath, S.
    Zhang, B.
    Carlson, M.
    Lu, K. V.
    Zhu, S.
    Felciano, R. M.
    Laurance, M. F.
    Zhao, W.
    Qi, S.
    Chen, Z.
    Lee, Y.
    Scheck, A. C.
    Liau, L. M.
    Wu, H.
    Geschwind, D. H.
    Febbo, P. G.
    Kornblum, H. I.
    Cloughesy, T. F.
    Nelson, S. F.
    Mischel, P. S.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (46) : 17402 - 17407
  • [13] Geometric Interpretation of Gene Coexpression Network Analysis
    Horvath, Steve
    Dong, Jun
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (08)
  • [14] Identifying biological themes within lists of genes with EASE
    Hosack, DA
    Dennis, G
    Sherman, BT
    Lane, HC
    Lempicki, RA
    [J]. GENOME BIOLOGY, 2003, 4 (10)
  • [15] Systematic discovery of functional modules and context-specific functional annotation of human genome
    Huang, Yu
    Li, Haifeng
    Hu, Haiyan
    Yan, Xifeng
    Waterman, Michael S.
    Huang, Haiyan
    Zhou, Xianghong Jasmine
    [J]. BIOINFORMATICS, 2007, 23 (13) : I222 - I229
  • [16] Defining transcription modules using large-scale gene expression data
    Ihmels, J
    Bergmann, S
    Barkai, N
    [J]. BIOINFORMATICS, 2004, 20 (13) : 1993 - 2003
  • [17] Cells in the astroglial lineage are neural stem cells
    Ihrie, Rebecca A.
    Alvarez-Buylla, Arturo
    [J]. CELL AND TISSUE RESEARCH, 2008, 331 (01) : 179 - 191
  • [18] Altered expression of mitochondria-related genes in postmortem brains of patients with bipolar disorder or schizophrenia, as revealed by large-scale DNA microarray analysis
    Iwamoto, K
    Bundo, M
    Kato, T
    [J]. HUMAN MOLECULAR GENETICS, 2005, 14 (02) : 241 - 253
  • [19] Molecular characterization of bipolar disorder by comparing gene expression profiles of postmortem brains of major mental disorders
    Iwamoto, K
    Kakiuchi, C
    Bundo, M
    Ikeda, K
    Kato, T
    [J]. MOLECULAR PSYCHIATRY, 2004, 9 (04) : 406 - 416
  • [20] Adjusting batch effects in microarray expression data using empirical Bayes methods
    Johnson, W. Evan
    Li, Cheng
    Rabinovic, Ariel
    [J]. BIOSTATISTICS, 2007, 8 (01) : 118 - 127