High-Throughput Imaging of Brain Gene Expression
Open Access
- 1 February 2002
- journal article
- research article
- Published by Cold Spring Harbor Laboratory in Genome Research
- Vol. 12 (2) , 244-254
- https://doi.org/10.1101/gr.204102
Abstract
Voxelation is a new method for acquisition of three dimensional (3D) gene expression patterns in the brain. It employs high-throughput analysis of spatially registered voxels (cubes) to produce multiple volumetric maps of gene expression analogous to the images reconstructed in biomedical imaging systems. Using microarrays, 24 voxel images of coronal hemisections at the level of the hippocampus of both the normal human brain and Alzheimer's disease brain were acquired for 2000 genes. The analysis revealed a common network of coregulated genes, and allowed identification of putative control regions. In addition, singular value decomposition (SVD), a mathematical method used to provide economical explanations of complex data sets, produced images that distinguished between brain structures, including cortex, caudate, and hippocampus. The results suggest that voxelation will be a useful approach for understanding how the genome constructs the brain.[All study results are available as a web supplement athttp://www.pharmacology.ucla.edu/smithlab/genome_research_data and at http://www.genome.org.]Keywords
This publication has 21 references indexed in Scilit:
- GenBankNucleic Acids Research, 2000
- TRANSFAC: an integrated system for gene expression regulationNucleic Acids Research, 2000
- [12] DNA arrays for analysis of gene expressionPublished by Elsevier ,1999
- High density synthetic oligonucleotide arraysNature Genetics, 1999
- Exploring the new world of the genome with DNA microarraysNature Genetics, 1999
- Consensus Recommendations for the Postmortem Diagnosis of Alzheimer’s DiseaseNeurobiology of Aging, 1997
- Serial Analysis of Gene ExpressionScience, 1995
- p493F12 kinase: A novel MAP kinase expressed in a subset of neurons in the human nervous systemNeuron, 1995
- Deconvolutions based on singular value decomposition and the pseudoinverse: a guide for beginnersJournal of Biochemical and Biophysical Methods, 1994
- An Examination of the Effect of Six Types of Error Perturbation on Fifteen Clustering AlgorithmsPsychometrika, 1980