Journal Article

MBD-seq as a cost-effective approach for methylome-wide association studies: demonstration in 1500 case-control samples

Aberg, Karolina A, Consortium, Swedish Schizophrenia, Nerella, Srilaxmi, McClay, Joseph L, Sullivan, Patrick F, Magnusson, Patrik KE, van den Oord, Edwin JCG, Clark, Shaunna L, Xie, Lin Y, Hultman, Christina M, Hudson, Alexandra D, Bukszár, Jozsef, Adkins, Daniel

2012

Overview

We studied the use of methyl-CpG binding domain (MBD) protein-enriched genome sequencing (MBD-seq) as a cost-effective screening tool for methylome-wide association studies (MWAS). Because MBD-seq has not yet been applied on a large scale, we first developed and tested a pipeline for data processing using 1500 schizophrenia cases and controls plus 75 technical replicates with an average of 68 million reads per sample. This involved the use of technical replicates to optimize quality control for multi- and duplicate-reads, an experiment to identify CpGs in loci with alignment problems, CpG coverage calculations based on multiparametric estimates of the fragment size distribution, a two-stage adaptive algorithm to combine data from correlated adjacent CpG sites, principal component analyses to control for confounders and new software tailored to handle the large data set. We replicated MWAS findings in independent samples using a different technology that provided single base resolution. In an MWAS of age-related methylation changes, one of our top findings was a previously reported robust association involving . Our results also suggested that owing to the many confounding effects, a considerable challenge in MWAS is to identify those effects that are informative about disease processes. This study showed the potential of MBD-seq as a cost-effective tool in large-scale disease studies.

• Publisher: Future Medicine Ltd
• Subject: Case-Control Studies / CpG Islands / DNA Methylation / DNA sequencing / DNA-Binding Proteins - metabolism / Epigenetic inheritance / Genetic Association Studies / Genome, Human / High-Throughput Nucleotide Sequencing / Humans / MBD / Methylation / methylome-wide association studies / next-generation sequencing / Nucleotide sequencing / principal component analysis / Protein binding / pyrosequencing / Receptors, AMPA - genetics / Schizophrenia - genetics / Sequence Analysis, DNA