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XenoMix: Estimating mouse content from DNA methylation data of Patient-Derived Xenograft models.
Bioinformatics · · Journal Article · Open access
Esmaeelpour, Mücke + more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
XenoMix accurately quantifies mouse DNA contamination in PDX DNA methylation data with correlation coefficients above 0.99.
- Why it matters: Quantifying mouse DNA contamination in PDX models is challenging but essential for accurate epigenetic analysis and downstream research.
- What they did: The authors developed XenoMix, a lightweight R tool that exploits high genome homology to detect and measure mouse DNA signals in human PDX methylation microarray data, validated with ground truth mixtures.
- The result: XenoMix reveals variable mouse contamination levels in PDX samples, enabling improved quality control and adjustment for contamination as a confounder in subsequent analyses.
The findingWhy it mattersWhat they didThe result
- Open access