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Updated: Jun 25, 2026

Transcriptome Analysis of Single Cells
Published on: April 25, 2011
Global associations between copy number and transcript mRNA microarray data: an empirical study
Wenjuan Gu1, Hyungwon Choi, Debashis Ghosh
1Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA.
Abstract:
With an increasing number of cancer profiling studies assaying both transcript mRNA and copy number expression levels, a natural question then involves the potential to combine information across the two types of genomic data. In this article, we perform a study to assess the nature of association between the two types of data across several experiments. We report on several interesting findings: 1) global correlation between gene expression and copy number is relatively weak but consistent across studies; 2) there is strong evidence for a cis-dosage effect of copy number on gene expression; 3) segmenting the copy number levels helps to improve correlations.
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