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Mastering RNA-Seq (NGS Data Analysis) - A Critical Approach To Transcriptomic Data Analysis

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  • เผยแพร่เมื่อ 16 ส.ค. 2024
  • This RNA-seq workshop will address critical issues related to Transcriptomics data, like:
    Processing raw Next Generation Sequencing (NGS) data:
    1. Next Generation Sequencing data preprocessing:
    Trimming technical sequences
    Removing PCR duplicates
    2. RNA-seq based quantification of expression levels:
    Conventional pipelines (looking at known transcripts)
    Identification of novel isoforms
    Analysis of Expression Data Using Machine Learning:
    3. Unsupervised analysis of expression data:
    Principal Component Analysis
    Clustering
    4. Supervised analysis:
    Differential expression analysis
    Classification, gene signature construction
    5. Gene set enrichment analysis
    The workshop will include hands-on exercises utilizing public domain datasets:
    breast cancer cell lines transcriptomic profiles (genomebiology....,
    patient-derived xenograft (PDX) mouse model of tumor and stroma transcriptomic profiles (www.oncotarget....[]=8014&path[]=23533), and
    processed data from The Cancer Genome Atlas samples (cancergenome.n....
    Team: The workshops are designed by the researchers at the Tauber Bioinformatics Research Center at University of Haifa, Israel in collaboration with academic centers across the US. Technical support for the workshops is provided by the Pine Biotech team.

ความคิดเห็น • 11

  • @omicslogic
    @omicslogic  5 ปีที่แล้ว

    Better quality sound and shorter version of this workshop can be found in our training program videos, for example: th-cam.com/video/JVmWuQUbD3s/w-d-xo.html

  • @Annielovett1
    @Annielovett1 5 ปีที่แล้ว +1

    wish this valuable lecture had better quality of audio... thank you

    • @omicslogic
      @omicslogic  5 ปีที่แล้ว +1

      sorry about that - you can check out the full course here: edu.t-bio.info

  • @manishupadhyay1017
    @manishupadhyay1017 6 ปีที่แล้ว +1

    wow, nice

    • @omicslogic
      @omicslogic  6 ปีที่แล้ว +1

      Thanks - please check out other workshops we are doing: edu.t-bio.info/workshops/

  • @surajitbasak5260
    @surajitbasak5260 3 ปีที่แล้ว

    How to analyse fragmented RNA genome from NGS raw data to curated genome?

  • @sambhavmishra1873
    @sambhavmishra1873 5 ปีที่แล้ว

    Excellent...thank you so much !!

  • @mfnasir7450
    @mfnasir7450 ปีที่แล้ว

    I want to upload my data in .fastq to the server for bisulphite sequencing analysis but the option is not available, i want to run my data to find hypermethylated genes

    • @omicslogic
      @omicslogic  ปีที่แล้ว

      Please mail us at marketing@omicslogic.com

  • @TT-vd7sf
    @TT-vd7sf 2 ปีที่แล้ว

    As white as it gets... Geez

    • @omicslogic
      @omicslogic  2 ปีที่แล้ว

      what do you mean by that comment?