Is it capable to analysis the unbalanced time course experiment by DESeq2?
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kf • 0
@kf-24098
Last seen 5 days ago
SA

Hi,

I have a time course experiment with vehicle, drug-4h, and drug-24h and its colData look like this:
| condition | time |
| ------------:| -----: |
| control | 0h |
| control | 0h |
| control | 0h |
| control | 0h |
| treat | 4h |
| treat | 4h |
| treat | 4h |
| treat | 4h |
| treat | 24h |
| treat | 24h |
| treat | 24h |
| treat | 24h |

I was wondering if it is suitable to use
ddsTC <- DESeqDataSet(data, ~ condition + time + condition:time)
ddsTC <- DESeq(ddsTC, test="LRT", reduced = ~ condition + time)
in this case? I noticed that the example provided in 'RNA-seq workflow' tutorial is balanced (e.g control 0h/4h/24h and treat 0h/4h/24h), so I am not sure if I could use time course analysis in my case or I could just do three normal comparisons, e.g vehvsdrug4h, vehvsdrug24h and drug4hvsdrug24h?

Thanks in advance!
Kun

time course deseq2 • 1.2k views
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@mikelove
Last seen 5 days ago
United States

I would just use a single variable time, with three levels ("00h","04h","24h").

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Understand~ thanks!

Kun

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Hi, Michael

Sorry for bothering again, I was wondering what's the best way to analysis time course experiment with two drugs? For example, Veh, drug1-4h, drug1-24h, drug2-4h and drug2-24h? Thanks!

Best,
Kun

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I don't have a best way to analyze this, it depends on your research questions and assumptions... sorry I have to restrict my time on the support site to focus on DESeq2-specific software questions, as you can imagine there are an unlimited number of statistical analysis questions that someone might have for an RNA-seq dataset.

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Understand~ but still thanks for your reply and time!

Best,
Kun

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