Abstract
Genotyping-by-sequencing (GBS) or restriction-site associated DNA marker sequencing (RAD-seq) is a practical and cost-effective method for analysing large genomes from high diversity species. This method of sequencing, coupled with methylation-sensitive enzymes (often referred to as methylation-sensitive restriction enzyme sequencing or MRE-seq), is an effective tool to study DNA methylation in parts of the genome that are inaccessible in other sequencing techniques or are not annotated in microarray technologies. Current software tools do not fulfil all methylation-sensitive restriction sequencing assays for determining differences in DNA methylation between samples. To fill this computational need, we present msgbsR, an R package that contains tools for the analysis of methylation-sensitive restriction enzyme sequencing experiments. msgbsR can be used to identify and quantify read counts at methylated sites directly from alignment files (BAM files) and enables verification of restriction enzyme cut sites with the correct recognition sequence of the individual enzyme. In addition, msgbsR assesses DNA methylation based on read coverage, similar to RNA sequencing experiments, rather than methylation proportion and is a useful tool in analysing differential methylation on large populations. The package is fully documented and available freely online as a Bioconductor package (https://bioconductor.org/packages/release/bioc/html/msgbsR.html).
| Original language | English |
|---|---|
| Article number | 2190 |
| Journal | Scientific Reports |
| Volume | 8 |
| Issue number | 1 |
| DOIs | |
| State | Published - Dec 1 2018 |
Bibliographical note
Publisher Copyright:© 2018 The Author(s).
Funding
The authors would like to thank all the individuals who were involved in the creation of the publicly available data set (SRP004282.1) that was used as an example in this manuscript. We would also like to thank Bioconductor for their support, code reviews and development of our package. This project was funded in part by a National Health and Medical Research Council of Australia (NHMRC) Project Grant (GNT1059120) awarded to CTR and TB-M, Waite Research Institute Research Capacity Development Funding awarded to TB-M and CRL, and Cancer Council of South Australia/SAHMRI Beat Cancer Project Grant (APP1030945) awarded to TB-M. CTR is supported by a NHMRC Senior Research Fellowship GNT1020749. SB is supported by an NHMRC-ARC Dementia Research Development Fellowship Grant (APP1111206). BTM is supported by an Australian Postgraduate Award.
| Funders | Funder number |
|---|---|
| Cancer Council of South Australia/SAHMRI Beat Cancer Project | APP1030945 |
| NHMRC-ARC | |
| Australian National Health and Medical Research Council | GNT1059120, APP1111206, GNT1020749 |
ASJC Scopus subject areas
- General
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