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  1. IGB
  2. IGBF-3454

Develop an R prototype script EB-Seq using Muday time course

    Details

    • Type: Task
    • Status: Closed (View Workflow)
    • Priority: Major
    • Resolution: Done
    • Affects Version/s: None
    • Fix Version/s: None
    • Labels:
      None

      Description

      Purpose: Write a first draft of an EB-Seq script to analyze the time course data.

      Why? Because comparing time points violates an assumption of independence, a few tools have been developed to address this and improve the RNA-seq comparisons on time dependent studies.
      A few examples:

      • mfuzz
      • PAL-D
      • EB-Seq

      I tested out PAL-D last January and it was a horrible experience.
      Rasha ran mfuzz with success.
      EB-Seq has been run by me and Liz in the past.

      Liz's details on Eb0seq can be found here:
      _Original details from Liz Cooper
      “EBSeq script on my GitHub page associated with the sweet sorghum paper (in case you decide to use that package): “
      Rio/EBSeqHMM_Cluster.R at master · eacooper400/Rio · GitHub

      Liz_

      In R:

      The R package should be acquired like so:

          1. Installing Required Packages (only done once)
            #source("https://bioconductor.org/biocLite.R")
            BiocManager::install("EBSeq")
            BiocManager::install("EBSeqHMM")
            install.packages("blockmodeling")
          1. Load Required Pacakges
            library(EBSeq)
            library(EBSeqHMM)

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            robofjoy Robert Reid created issue -
            robofjoy Robert Reid made changes -
            Field Original Value New Value
            Epic Link IGBF-3446 [ 22548 ]
            robofjoy Robert Reid made changes -
            Status To-Do [ 10305 ] In Progress [ 3 ]
            robofjoy Robert Reid made changes -
            Attachment journal.pone.0264246.pdf [ 17962 ]
            ann.loraine Ann Loraine made changes -
            Sprint Fall 2 2023 Sep 17 [ 178 ] Fall 2 2023 Sep 17, Fall 3 2023 Oct 2 [ 178, 179 ]
            ann.loraine Ann Loraine made changes -
            Rank Ranked higher
            robofjoy Robert Reid made changes -
            Link This issue is blocked by IGBF-3462 [ IGBF-3462 ]
            robofjoy Robert Reid made changes -
            Status In Progress [ 3 ] To-Do [ 10305 ]
            robofjoy Robert Reid made changes -
            Status To-Do [ 10305 ] In Progress [ 3 ]
            robofjoy Robert Reid made changes -
            Attachment masterTable-ebseqhmm.xlsx [ 18054 ]
            ann.loraine Ann Loraine made changes -
            Sprint Fall 2 2023 Sep 17, Fall 3 2023 Oct 2 [ 178, 179 ] Fall 2 2023 Sep 17, Fall 3 2023 Oct 2, Fall 4 2023 Oct 16 [ 178, 179, 180 ]
            ann.loraine Ann Loraine made changes -
            Rank Ranked higher
            robofjoy Robert Reid made changes -
            Attachment RNAseq_fnxs.R [ 18061 ]
            Attachment muday-144-SL4_counts-salmon.txt [ 18062 ]
            Attachment Ebseq-hmm_mudayTimeCourse-Version2 2.R [ 18063 ]
            robofjoy Robert Reid made changes -
            Attachment Ebseq-hmm_mudayTimeCourse-Version2.R [ 18065 ]
            Attachment muday-144-SL4_counts-salmon.txt [ 18066 ]
            robofjoy Robert Reid made changes -
            Status In Progress [ 3 ] Needs 1st Level Review [ 10005 ]
            Mdavis4290 Molly Davis made changes -
            Assignee Robert Reid [ robertreid ]
            Mdavis4290 Molly Davis made changes -
            Assignee Molly Davis [ molly ]
            Mdavis4290 Molly Davis made changes -
            Status Needs 1st Level Review [ 10005 ] First Level Review in Progress [ 10301 ]
            Mdavis4290 Molly Davis made changes -
            Assignee Molly Davis [ molly ]
            Mdavis4290 Molly Davis made changes -
            Status First Level Review in Progress [ 10301 ] Needs 1st Level Review [ 10005 ]
            Mdavis4290 Molly Davis made changes -
            Status Needs 1st Level Review [ 10005 ] First Level Review in Progress [ 10301 ]
            Mdavis4290 Molly Davis made changes -
            Status First Level Review in Progress [ 10301 ] To-Do [ 10305 ]
            Mdavis4290 Molly Davis made changes -
            Assignee Robert Reid [ robertreid ]
            robofjoy Robert Reid made changes -
            Status To-Do [ 10305 ] In Progress [ 3 ]
            robofjoy Robert Reid made changes -
            robofjoy Robert Reid made changes -
            Status In Progress [ 3 ] Needs 1st Level Review [ 10005 ]
            robofjoy Robert Reid made changes -
            Assignee Robert Reid [ robertreid ] Molly Davis [ molly ]
            Mdavis4290 Molly Davis made changes -
            Status Needs 1st Level Review [ 10005 ] First Level Review in Progress [ 10301 ]
            Mdavis4290 Molly Davis made changes -
            Assignee Molly Davis [ molly ]
            Mdavis4290 Molly Davis made changes -
            Status First Level Review in Progress [ 10301 ] Ready for Pull Request [ 10304 ]
            Mdavis4290 Molly Davis made changes -
            Status Ready for Pull Request [ 10304 ] Pull Request Submitted [ 10101 ]
            Mdavis4290 Molly Davis made changes -
            Status Pull Request Submitted [ 10101 ] Reviewing Pull Request [ 10303 ]
            Mdavis4290 Molly Davis made changes -
            Status Reviewing Pull Request [ 10303 ] Merged Needs Testing [ 10002 ]
            Mdavis4290 Molly Davis made changes -
            Status Merged Needs Testing [ 10002 ] Post-merge Testing In Progress [ 10003 ]
            Mdavis4290 Molly Davis made changes -
            Resolution Done [ 10000 ]
            Status Post-merge Testing In Progress [ 10003 ] Closed [ 6 ]
            Mdavis4290 Molly Davis made changes -
            Assignee Robert Reid [ robertreid ]

              People

              • Assignee:
                robofjoy Robert Reid
                Reporter:
                robofjoy Robert Reid
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                • Created:
                  Updated:
                  Resolved: