Question: DESeq2 Design for 2 Conditions
0
gravatar for rick.nickroller
12 weeks ago by
rick.nickroller0 wrote:

Exp Design

DESeq2_1.22.2  

I am in the processes of performing an RNA-Seq analysis on samples collected from a treatment conducted at day 21 and day 35. I have two groups, control and treated, and in those two groups, they are split into day 21 and day 35. I have 3x replicates for both.

Sample Treatments day
G1 control 21
G1 control 21
G1 control 21
G2 drug 21
G2 drug 21
G2 drug 21
G1 control 35
G1 control 35
G1 control 35
G2 drug 35
G2 drug 35
G2 drug 35


Goal

I would like to compare control vs. drug at time points 21 and 35 days. As well as drug at 21 vs drug at 35 days.

Code

dds <-  DESeqDataSetFromMatrix(countData=counts(expSet), colData=pData(expSet), design= ~day + treatments)
dds <- DESeq(dds)

resultsNames(dds)

This returns

[1] "Intercept"  "day_35_vs_21" "treatments_drug_vs_control"

Running results and lfcShrink

res <- results(dds, contrast=c('treatments', 'drug', 'control'), alpha=0.05, lfcThreshold=0.585)
lfcRes <- lfcShrink(dds, coef='treatments_drug_vs_control', res=res, type='apeglm')

Question

From my understanding, the design here is in layman's terms, taking into account days effect on treatment, what is the difference in treatment vs control. Is this correct?

Also, would the day_35_vs_21, therefore, mean that taking into account treatments effect on the day what is the difference at day 21 vs day 35.

What would the design have to be if I wanted to see day 21 drug vs day 35 drug or control at day 35 vs drug at 35? Would I need to do something along the lines of day:treatment or would I need to do:

dds$group <- factor(paste0(dds$day, dds$treatments)) 
deisgn(dds) <- ~group

Thank you in advance for your help!

deseq2 R rna-seq • 143 views
ADD COMMENTlink modified 12 weeks ago by Michael Love24k • written 12 weeks ago by rick.nickroller0
Answer: DESeq2 Design for 2 Conditions
0
gravatar for Michael Love
12 weeks ago by
Michael Love24k
United States
Michael Love24k wrote:

We have a lot of information about designs both in the vignette (under interactions) and in ?results. Please check there first.

ADD COMMENTlink written 12 weeks ago by Michael Love24k
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