Home LiteratureArticle Details
PMID: 16572319 Published · ppublish English Journal Article

Gene expression analyses reveal molecular relationships among 20 regions of the human CNS.

Neurogenetics ·Vol. 7 ·No. 2 ·2006-05-00 ·Pages 67-80

Roth RB, Hevezi P, Lee J, Willhite D, Lechner SM, Foster AC, Zlotnik A

Abstract

Transcriptional profiling was performed to survey the global expression patterns of 20 anatomically distinct sites of the human central nervous system (CNS). Forty-five non-CNS tissues were also profiled to allow for comparative analyses. Using principal component analysis and hierarchical clustering, we were able to show that the expression patterns of the 20 CNS sites profiled were significantly different from all non-CNS tissues and were also similar to one another, indicating an underlying common expression signature. By focusing our analyses on the 20 sites of the CNS, we were able to show that these 20 sites could be segregated into discrete groups with underlying similarities in anatomical structure and, in many cases, functional activity. These findings suggest that gene expression data can help define CNS function at the molecular level. We have identified subsets of genes with the following patterns of expression: (1) across the CNS, suggesting homeostatic/housekeeping function; (2) in subsets of functionally related sites of the CNS identified by our unsupervised learning analyses; and (3) in single sites within the CNS, indicating their participation in distinct site-specific functions. By performing network analyses on these gene sets, we identified many pathways that are upregulated in particular sites of the CNS, some of which were previously described in the literature, validating both our dataset and approach. In summary, we have generated a database of gene expression that can be used to gain valuable insight into the molecular characterization of functions carried out by different sites of the human CNS.

MeSH Terms
Adult Central Nervous System/anatomy & histology,chemistry,physiology Cluster Analysis Female Gene Expression Profiling Genome, Human Humans Male Middle Aged Oligonucleotide Array Sequence Analysis Reproducibility of Results
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Roth Richard B
Department of Molecular Medicine, Neurocrine Biosciences, Incorporated, 12790 El Camino Real, San Diego, CA 92130, USA. rroth@neurocrine.com
Hevezi Peter
Lee Jerry
Willhite Dorian
Lechner Sandra M
Foster Alan C
Zlotnik Albert
References (32)
32 references, click to expand
  1. Molecular classification of cutaneous malignant melanoma by gene expression profiling.
    Nature. 2000 Aug 3;406(6795):536-40 PMID: 10952317
  2. Sex, hormones, and Alzheimer's disease.
    J Gerontol A Biol Sci Med Sci. 2005 Jun;60(6):736-43 PMID: 15983176
  3. Genome-wide profiling of gene expression in 29 normal human tissues with a cDNA microarray.
    DNA Res. 2002 Apr 30;9(2):35-45 PMID: 12056413
  4. Cluster analysis and display of genome-wide expression patterns.
    Proc Natl Acad Sci U S A. 1998 Dec 8;95(25):14863-8 PMID: 9843981
  5. Expression profiling of primary non-small cell lung cancer for target identification.
    Oncogene. 2002 Oct 31;21(50):7749-63 PMID: 12400018
  6. Interactive exploration of microarray gene expression patterns in a reduced dimensional space.
    Genome Res. 2002 Jul;12(7):1112-20 PMID: 12097349
  7. Epidemiology of ALS.
    Clin Neurosci. 1995-1996;3(6):327-31 PMID: 9021253
  8. Molecular portraits of human breast tumours.
    Nature. 2000 Aug 17;406(6797):747-52 PMID: 10963602
  9. Gene expression profiling predicts clinical outcome of breast cancer.
    Nature. 2002 Jan 31;415(6871):530-6 PMID: 11823860
  10. Large-scale analysis of the human and mouse transcriptomes.
    Proc Natl Acad Sci U S A. 2002 Apr 2;99(7):4465-70 PMID: 11904358
  11. Adenosine-dopamine interactions: development of a concept and some comments on therapeutic possibilities.
    Neurology. 2003 Dec 9;61(11 Suppl 6):S5-9 PMID: 14663001
  12. Principal components analysis to summarize microarray experiments: application to sporulation time series.
    Pac Symp Biocomput. 2000;:455-66 PMID: 10902193
  13. A compendium of gene expression in normal human tissues.
    Physiol Genomics. 2001 Dec 21;7(2):97-104 PMID: 11773596
  14. A DNA microarray survey of gene expression in normal human tissues.
    Genome Biol. 2005;6(3):R22 PMID: 15774023
  15. Gene expression profiling for molecular characterization of inflammatory breast cancer and prediction of response to chemotherapy.
    Cancer Res. 2004 Dec 1;64(23):8558-65 PMID: 15574762
  16. Breast cancer classification and prognosis based on gene expression profiles from a population-based study.
    Proc Natl Acad Sci U S A. 2003 Sep 2;100(18):10393-8 PMID: 12917485
  17. Identification and validation of novel androgen-regulated genes in prostate cancer.
    Endocrinology. 2004 Aug;145(8):3913-24 PMID: 15131019
  18. A gene atlas of the mouse and human protein-encoding transcriptomes.
    Proc Natl Acad Sci U S A. 2004 Apr 20;101(16):6062-7 PMID: 15075390
  19. HugeIndex: a database with visualization tools for high-density oligonucleotide array data from normal human tissues.
    Nucleic Acids Res. 2002 Jan 1;30(1):214-7 PMID: 11752297
  20. Delineation of prognostic biomarkers in prostate cancer.
    Nature. 2001 Aug 23;412(6849):822-6 PMID: 11518967
  21. The increased susceptibility of women to multiple sclerosis.
    Can J Neurol Sci. 1992 Nov;19(4):466-71 PMID: 1423044
  22. Database of mRNA gene expression profiles of multiple human organs.
    Genome Res. 2005 Mar;15(3):443-50 PMID: 15741514
  23. A systematic review of the incidence of schizophrenia: the distribution of rates and the influence of sex, urbanicity, migrant status and methodology.
    BMC Med. 2004 Apr 28;2:13 PMID: 15115547
  24. Adenosine-dopamine receptor-receptor interactions as an integrative mechanism in the basal ganglia.
    Trends Neurosci. 1997 Oct;20(10):482-7 PMID: 9347617
  25. A gene-expression signature as a predictor of survival in breast cancer.
    N Engl J Med. 2002 Dec 19;347(25):1999-2009 PMID: 12490681
  26. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications.
    Proc Natl Acad Sci U S A. 2001 Sep 11;98(19):10869-74 PMID: 11553815
  27. Estrogen and cytokines production - the possible cause of gender differences in neurological diseases.
    Curr Pharm Des. 2005;11(8):1017-30 PMID: 15777251
  28. Summaries of Affymetrix GeneChip probe level data.
    Nucleic Acids Res. 2003 Feb 15;31(4):e15 PMID: 12582260
  29. Application of DNA microarray technology in determining breast cancer prognosis and therapeutic response.
    Expert Opin Biol Ther. 2005 Aug;5(8):1069-83 PMID: 16050784
  30. Analysis of gene expression identifies candidate markers and pharmacological targets in prostate cancer.
    Cancer Res. 2001 Aug 15;61(16):5974-8 PMID: 11507037
  31. Adenosine A2A receptor modulation of motor systems for symptomatic therapy in Parkinson's disease.
    Neurology. 2003 Dec 9;61(11 Suppl 6):S30-1 PMID: 14663006
  32. Exploration, normalization, and summaries of high density oligonucleotide array probe level data.
    Biostatistics. 2003 Apr;4(2):249-64 PMID: 12925520
Article Info
Journal
Neurogenetics
Abbr.
Neurogenetics
ISSN
1364-6745
Published
2006-05-00
Epub
2006-00-30
Pages
67-80
Language
English
Region
United States
NLM ID
9709714
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com