CGHregions

CGHregions is a dimensionality-reduction method for array comparative genomic hybridization (array CGH) data that standardizes copy-number segment boundaries across samples to improve downstream analyses. It takes as input per-sample segmented log2-ratio profiles with discrete copy-number calls (e.g., from CGHcall) and “aligns” segmentation by adjusting breakpoints so that regions with similar breakpoint locations across multiple samples are represented with identical genomic boundaries. The resulting region-level representation reduces the number of features tested and improves comparability across cohorts, which can mitigate multiple-hypothesis-testing burden and support more robust downstream tasks such as association testing, clustering, and recurrent aberration detection.

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Details

License:
GPL-3.0
Tool Type:
command-line tool, library
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
1/17/2017
Last Updated:
12/10/2018

Operations

Data Inputs & Outputs

Nucleic acid sequence analysis

Publications

Unknown Authors. Array CGH. The Dictionary of Genomics, Transcriptomics and Proteomics. 2015. doi:10.1002/9783527678679.dg00687.

Documentation

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