Sensitive and reproducible cell-free methylome quantification with synthetic spike-in controls

使用合成的掺入对照进行灵敏且可重复的无细胞甲基化组定量

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作者:Samantha L Wilson, Shu Yi Shen, Lauren Harmon, Justin M Burgener, Tim Triche Jr, Scott V Bratman, Daniel D De Carvalho, Michael M Hoffman

Abstract

Cell-free methylated DNA immunoprecipitation sequencing (cfMeDIP-seq) identifies genomic regions with DNA methylation, using a protocol adapted to work with low-input DNA samples and with cell-free DNA (cfDNA). We developed a set of synthetic spike-in DNA controls for cfMeDIP-seq to provide a simple and inexpensive reference for quantitative normalization. We designed 54 DNA fragments with combinations of methylation status (methylated and unmethylated), fragment length (80 bp, 160 bp, 320 bp), G + C content (35%, 50%, 65%), and fraction of CpG dinucleotides within the fragment (1/80 bp, 1/40 bp, 1/20 bp). Using 0.01 ng of spike-in controls enables training a generalized linear model that absolutely quantifies methylated cfDNA in MeDIP-seq experiments. It mitigates batch effects and corrects for biases in enrichment due to known biophysical properties of DNA fragments and other technical biases.

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