Unconfigured Ad

Collapse
X
 
  • Time
  • Show
Clear All
new posts
  • denalitastic
    Junior Member
    • May 2016
    • 1

    #1

    Deseq2 interaction terms

    Hello, I have been trying to figure out how to deal with combining interaction terms in Deseq2. I have pored over all posts and the tutorials including the manual.

    My design is as follows design = ~cell + drug + time + drug:time

    Drug: V,L,T
    Time: 0,1,2,6,12,24,48
    cell: A ,B

    I am interested in the difference of differences. Basically I am looking for what genes are regulated differently between 2 treatments or between 1 treatment vs the other 2. And i am pooling some time points. So for example for drug T i have the condition effect of early vs late (early being time points 1 and 6 combined) and late being (24 and 48 combined). And how does this compare to the case of drug L. All this while controlling for cell type. My solution is using the design above. Assume here that I have made L drug my reference.

    this is from resultsNames
    Code:
     [1] "Intercept"          "cell_A_vs_B" "drug_V_vs_L"     "drug_T_vs_L"   
     [5] "time_1_vs_0"        "time_6_vs_0"        "time_12_vs_0"       "time_24_vs_0"      
     [9] "time_48_vs_0"       "drugV.time1"      "drugT.time1"     "drugV.time6"     
    [13] "drugT.time6"     "drugV.time12"     "drugT.time12"    "drugV.time24"    
    [17] "drugT.time24"    "drugV.time48"     "drugT.time48"
    late vs early condition , T drug vs L drug (L is reference level)
    Code:
    contrast = list(c("drugT.time48", "drugT.time24"), c("drugT.time1","drugT.time6")), listValues = c(0.5,-0.5)
    For 48hrs vs early for V vs L (L is reference)
    Code:
    contrast = list(c("drugV.time48"), c("drugV.time1","drugV.time6")), listValues = c(1,-0.5)
    What if i wanted condition effect of Late vs Early and the difference and T & V combined vs L? My guess is this. (where L is reference)
    Code:
    c("drugT.time48", "drugT.time24", "drugV.time48", "drugV.time24"), c("drugT.time1", "drugT.time6", "drugV.time1", "drugV.time6"), listValues = c(0.25,-0.25)
    Is this correct? Are there other methods of doing this. What if I made V my reference and asked the same questions. This seems more complicating but it might help explicate the DESeq syntax. I can add anything to this post that is necessary.

    Thanks for any help you can provide!
    Last edited by denalitastic; 06-16-2016, 09:41 AM. Reason: had some mistakes 6.14.2016

Latest Articles

Collapse

  • SEQadmin2
    Multiomic Liquid Biopsy: What DNA/RNA Panels Reveal That DNA Alone Can’t
    by SEQadmin2



    Tumors contain complex mixtures of cell populations that evolve in response to treatment and host-specific factors. Tissue biopsies provide only static snapshots of a tumor’s state. But what if we could follow that evolution over time using a minimally invasive technique?

    Liquid biopsies can detect tumor-derived material circulating in the bloodstream, providing a way to study treatment response, detect emerging resistance, and discover new biomarkers. Circulating
    ...
    10-14-2026, 09:55 AM
  • SEQadmin2
    New Genomics Technologies Take Aim at Long-Standing Limits
    by SEQadmin2


    Researchers using sequencing and genomics tools often have to make trade-offs. They can choose between speed or scale, short reads or long-range information, or targeted panels or a view of the whole transcriptome. New technologies that have been released this year are built to address those tough choices.

    We asked six companies the same four questions to learn about their latest products. The new technologies bring a lot to the table, including rethinking sequencing
    ...
    09-28-2026, 10:25 AM

ad_right_rmr

Collapse

News

Collapse

Topics Statistics Last Post
Started by SEQadmin2, Yesterday, 10:52 AM
0 responses
12 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, 10-14-2026, 05:39 AM
0 responses
19 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, 10-13-2026, 09:56 AM
0 responses
19 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, 10-09-2026, 11:14 AM
0 responses
27 views
0 reactions
Last Post SEQadmin2  
Working...