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The ENmix DNA methylation analysis pipeline for Illumina BeadChip and comparisons with seven other preprocessing pipelines.

Zongli XuLiang NiuJack A Taylor
Published in: Clinical epigenetics (2021)
Careful selection of robust data preprocessing methods is critical for DNA methylation array studies. ENmix outperformed other pipelines in our evaluations to minimize experimental variation and to improve data quality and study power.
Keyphrases
  • dna methylation
  • electronic health record
  • genome wide
  • gene expression
  • big data
  • high resolution
  • high throughput
  • quality improvement
  • machine learning
  • case control
  • copy number