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Biomedical subjects

Richard D Kim

Publications and source records attributed to Richard D Kim.

3 recordsLinked to original sources

CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays.

SUMMARY: To increase compatibility between different generations of Affymetrix GeneChip arrays, we propose a method of filtering probes based on their sequences. Our method is implemented as a web-based service for downloading necessary materials for converting the raw data files (*.CEL) for comparative analysis. The user can specify the appropriate level of filtering by setting the criteria for the minimum overlap length between probe sequences and the minimum number of usable probe pairs per probe set. Our website supports a within-species comparison for human and mouse GeneChip arrays. AVAILABILITY: http://www.crosschip.org

Algorithms↗

Reduced beta-amyloid production and increased inflammatory responses in presenilin conditional knock-out mice.

Mutations in presenilins (PS) 1 and 2 are the major cause of familial Alzheimer's disease. Conditional double knock-out mice lacking both presenilins in the postnatal forebrain (PS cDKO mice) exhibit memory and synaptic plasticity impairments followed by progressive neurodegeneration in the cerebral cortex. Here we further investigate the molecular events that may underlie the observed phenotypes and identify additional neuropathological markers in the PS cDKO brain. Enzyme-linked immunosorbent assay analysis showed reduced levels of the toxic beta-amyloid (Abeta) peptides in the cerebral cortex of PS cDKO mice. Interestingly, the reduction in Abeta40 and Abeta42 peptides is similar in PS1 conditional knock-out and PS cDKO mice. We further examined the gene expression profile by oligonucleotide microarrays in the PS cDKO cerebral cortex and found that a high number of genes are differentially expressed, most notably a group of up-regulated inflammatory genes. Quantitative real-time reverse transcription PCR and Western analyses confirmed the elevated levels of glial fibrillary acidic protein, complement component C1q, and cathepsin S, up-regulation of which has been associated with inflammatory responses in various neurodegenerative processes. Immunohistochemical analysis revealed that the increase in complement component C1q is confined to the hippocampal formation, whereas glial fibrillary acidic protein and cathepsin S are up-regulated throughout the entire neocortex and hippocampus. In addition, strong microglial activation occurs in the hippocampus and the deeper cortical layers of PS cDKO mice. These results indicate that the memory impairment and neurodegeneration in PS cDKO mice are not caused by Abeta accumulation and that loss of PS function leads to differential up-regulation of inflammatory markers in the cerebral cortex.

Amyloid beta-Peptides↗

Improving identification of differentially expressed genes in microarray studies using information from public databases.

We demonstrate that the process of identifying differentially expressed genes in microarray studies with small sample sizes can be substantially improved by extracting information from a large number of datasets accumulated in public databases. The improvement comes from more reliable estimates of gene-specific variances based on other datasets. For a two-group comparison with two arrays in each group, for example, the result of our method was comparable to that of a t-test analysis with five samples in each group or to that of a regularized t-test analysis with three samples in each group. Our results are further improved by weighting the results of our approach with the regularized t-test results in a hybrid method.

Databases, Genetic↗