edgeR, RRBS Library size preparation
1
0
Entering edit mode
Krzysztof • 0
@f9456150
Last seen 17 months ago
Canada

Hi all,

I have a question about edgeR Bisulfite sequencing and differential methylation analysis. I'm following the main manual 'differential analysis of sequence read count'. I have found some inconsistencies in library size preparation.

In the manual, the library sizes for each sample should be the average of the total read counts for the methylated and unmethylated libraries. But the code shows:

TotalLibSize <- y$samples$lib.size[Methylation=="Me"] + y$samples$lib.size[Methylation=="Un"]

In the next chapter in the same step and note 'as before' the code is:

TotalLibSizepr <- 0.5*ypr$samples$lib.size[Methylation=="Me"] + 0.5*ypr$samples$lib.size[Methylation=="Un"]

Could You explain to me the difference between both approaches? In other papers, there are also two different approaches.

Regards

RRBSdata edgeR methylationArrayAnalysis • 872 views
ADD COMMENT
1
Entering edit mode
@gordon-smyth
Last seen 11 minutes ago
WEHI, Melbourne, Australia

There is actually no difference between the two approaches in terms of differential results, both settings leading to the same p-values. The only change is to the logCPM column of the topTags table. In our paper (https://f1000research.com/articles/6-2055/v2) we note that

the two library sizes for each sample should be equal. Otherwise, the library size values are arbitrary and any settings would lead to the same P-value.

I agree though that the inconsistency in the User's Guide is confusing. I will revise the Guide so that we use the average throughout.

ADD COMMENT
0
Entering edit mode

Great! All is clear. Thank You for a clear explanation.

ADD REPLY

Login before adding your answer.

Traffic: 354 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6