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Improving Infinium MethylationEPIC data processing: re-annotation of enhancers and long noncoding RNA genes and
Martin Bizet1, Matthieu Defrance2, Emilie Calonne1
1Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium.
Epigenetics
|November 10, 2022
Summary
We developed an improved analysis method for Illumina
Area of Science:
- Epigenetics and Genomics
- Cancer Research
- Bioinformatics
Background:
- Illumina Infinium DNA Methylation arrays (5mC) are widely used for genome-scale 5mC profiling.
- The MethylationEPIC array (850k) offers enhanced coverage but suffers from suboptimal analysis due to default annotation.
- Existing annotation underestimates enhancers and long noncoding RNAs.
Purpose of the Study:
- To develop an improved annotation and analysis approach for Illumina's 850k DNA Methylation array data.
- To enhance the detection of enhancers and long noncoding RNAs in methylation studies.
- To refine the understanding of DNA methylation patterns in complex diseases like cancer.
Main Methods:
- Developed a novel annotation approach using ENCODE and LNCipedia databases for 850k array data.
- Compared the re-annotated 850k array with 450k arrays and reduced-representation bisulphite sequencing (RRBS).
- Applied various normalization methods to 850k data to assess reproducibility.
Main Results:
- The new annotation significantly increases the coverage of enhancers and long noncoding RNAs compared to 450k and RRBS.
- Normalization methods improved 850k data reproducibility, often surpassing RRBS levels.
- Analysis of breast cancer biopsies using the refined 850k approach revealed aberrant enhancer methylation as a key feature.
Conclusions:
- The developed approach provides an updated, optimized processing strategy for 850k DNA Methylation array data.
- Refined annotation and normalization enable more accurate analysis of methylation at enhancers and long noncoding RNA genes.
- This advancement facilitates a deeper understanding of the DNA methylome in both health and disease contexts.
Keywords:
5mC850kDNA methylationEPICMethylationEPICannotationenhancersinfiniumlong noncoding RNAnormalizationMore Related Videos
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