Best way to gather gene and phenotype data for methylation sites?
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Entering edit mode
4.2 years ago
Soso ▴ 10

Hello!

I'm a total beginner in working with mehtylation data, wanting to interpret my findings.

I have a list of more than a hundred most significant (by p-value) methylation sites (as an example):

cg22674699, cg04104695, cg11308319, cg18081940, …

I would like to find the closest human gene to these, whether they are situated in an CpG island/shore and if they have been associated with a phenotype. I have scrolled through EWAS Atlas (https://bigd.big.ac.cn/ewas) and EWAS Data Hub (https://bigd.big.ac.cn/ewas/datahub/index) and I have found interesting information there, but would not want to gather all info manually.

Additionally I have looked at these IlluminaHumanMethylation annotation manifests (because of googling/biostaring my problem before sending my question here) for R but don't quite understand if they are what I'm looking for.

Warning, very possible newbie question coming! Is there a good way to gather gene and phenotype data for methylation sites? Some sites, programs or packages? Are package data really up to date? :)

Thank you in advance for all replies!

gene methylation epigenomics • 815 views
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4.2 years ago

The best source usually is the manifest file from the array manufacturer. These are usually distributed as TSV or CSV, which you can easily read into R.

Also take a look at the Bioconductor annotation packages for Illumina methylation arrays: https://www.bioconductor.org/packages/release/data/annotation/

These packages invariably just contain the manufacturer's data as R objects, though.

Are package data really up to date? :)

Yes and no... they may just contain the annotation provided by the manufacturer, so, consider that it may indeed be somewhat outdated.

Kevin

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Thank you Kevin for a quick answer! I'll take a closer look at the Bioconductor site and keep learning for sure!

-Soso

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