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NeuroBlast: a 3D spatial homology search tool for gene expression
BMC Neuroscience volume 8, Article number: P11 (2007)
Finding genes with a similar spatial expression pattern as a known gene could potentially reveal novel or unknown genes involved in similar processes or pathways. The Allen Brain Atlas (ABA)  is an effort to produce a genome-wide mapping of the gene expression in the adult C57BL/6J mouse brain. To date, more than 21,000 genes have been assayed using a high-throughput in situ hybridization (ISH) platform and the resulting image data is publicly available at http://brain-map.org. A major goal of the ABA project is to employ image analysis techniques to search the ABA data for particular expression patterns such as spatial gene expression homologues.
Each ISH image series is processed through an automated anatomic mapping pipeline with the goal of determining expression sites and the spatial localization of these sites with respect to a 3D reference brain. Expression statistics is then aggregated with respect to individual 200 μm3 cubes in reference space thereby reducing data complexity from > 2 × 108 pixels per series to ~2.5 × 104 cubes. Since every image series is spatially mapped with accurate registration to the same 3D reference space, we can compare expression statistics on a global scale in approximately the same 200 μm3 spatial extent for all series. The most straightforward approach to finding spatial homologues is to compute the similarity between 200 μm3 grid statistics of two genes. We conducted a pilot study computing the Pearson similarity score between every pair of over 4200 coronal series images. Two example searches are shown in Figure 1 with the initial seed gene shown in the left most panel: Nov (row 1) showing differential expression in CA1 of the hippocampus and Etv1 (row 2) with enriched expression in layer 5.
We presented the functionality of NeuroBlast, a spatial search tool for finding genes with similar expression patterns within the ABA dataset. Preliminary testing of our pilot study has demonstrated efficacy of searches over different expression patterns and domain of interest. A comprehensive version of NeuroBlast spanning the entire ABA data will be publicly available in 2007.
Lein E, Hawrylycz M, et al: Genome-wide Atlas of Gene Expression in the Adult Mouse Brain. Nature. 2007, 445: 168-176. 10.1038/nature05453.
Ng L, Pathak S, Kuan L, Lau C, Dong HW, Sodt A, Dang C, Avants B, Yushkevich P, Gee J, Haynor D, Lein E, Jones A, Hawrylycz M: Genomic Scale Neuroinformatics for 3-D Gene Expression Mapping. IEEE/ACM Transaction on Computational Biology and Bioinformatics. 2007
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Ng, L., Lau, C., Young, R. et al. NeuroBlast: a 3D spatial homology search tool for gene expression. BMC Neurosci 8, P11 (2007). https://doi.org/10.1186/1471-2202-8-S2-P11
- Reference Space
- Allen Brain Atlas
- Spatial Gene Expression
- Coronal Series
- Mapping Pipeline